samsung_innovation_campus_radiology_model

Name: samsung_innovation_campus_radiology_model
Author: Cosmobillian

1 language

mllama

Cosmobillian

Image Model

OTHER

New

42 downloads

Early-stage

Try on Hugging Face Add to Compare

Edge AI:

Mobile

Laptop

Server

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Mobile

Laptop

Server

Quick Summary

AI model with specialized capabilities.

Code Examples

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2

👨‍💻 How to Use (Inference)bashpytorch

%%capture
import os, re
if "COLAB_" not in "".join(os.environ.keys()):
    !pip install unsloth
else:
    import torch; v = re.match(r"[0-9\\.]{3,}", str(torch.__version__)).group(0)
    xformers = "xformers==" + ("0.0.32.post2" if v == "2.8.0" else "0.0.29.post3")
    !pip install --no-deps bitsandbytes accelerate {xformers} peft trl triton cut_cross_entropy unsloth_zoo
    !pip install sentencepiece protobuf "datasets>=3.4.1,<4.0.0" "huggingface_hub>=0.34.0" hf_transfer
    !pip install --no-deps unsloth
!pip install transformers==4.55.4
!pip install --no-deps trl==0.22.2