OpenCodeReasoning-Nemotron-32B-IOI

77
25
32.0B
1 language
license:apache-2.0
by
nvidia
Language Model
OTHER
32B params
New
77 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
72GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
30GB+ RAM

Code Examples

How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
How to use the models?pythontransformers
import transformers
import torch

model_id = "nvidia/OpenCodeReasoning-Nemotron-32B-IOI"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

prompt = """You are a helpful and harmless assistant. You should think step-by-step before responding to the instruction below.

Please use c++ programming language only.

You must use
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To run inference on coding problems for python programs:
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To run inference on coding problems for python programs:
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To run inference on coding problems for python programs:
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To run inference on coding problems for python programs:
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To run inference on coding problems for python programs:
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To run inference on coding problems for python programs:
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To run inference on coding problems for python programs:

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