ReasoningCore-3B-RE1-V2

3

3.0B

2 languages

llama

by

EpistemeAI

Language Model

OTHER

3B params

New

3 downloads

Early-stage

Try on Hugging Face Add to Compare

Edge AI:

Mobile

Laptop

Server

7GB+ RAM

Mobile

Laptop

Server

Quick Summary

Language model for English with a license for Llama 3.

Device Compatibility

Mobile

4-6GB RAM

Laptop

16GB RAM

Server

GPU

Minimum Recommended

3GB+ RAM

Code Examples

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

Use with Transformersbashtransformers

pip install --upgrade transformers

import torch
from transformers import pipeline

model_id = "EpistemeAI/ReasoningCore-3B-R01"
pipe = pipeline(
    "text-generation", 
    model=model_id, 
    torch_dtype=torch.bfloat16, 
    device_map="auto"
)
print(pipe("The secret to effective reasoning is"))

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