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x1nx3r/
Llama-3.2-3B-thinking-v3-13.9K

Name: Llama-3.2-3B-thinking-v3-13.9K
Availability: InStock

tensorboard

safetensors

llama

a-m-team/AM-DeepSeek-R1-Distilled-1.4M

meta-llama/Llama-3.2-3B

finetune

llama3.2

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Llama 3.2 3B Reasoning Model

Model Details

Base Model: Meta Llama 3.2 3B Fine-tuning: Full-weight training on 13.9k DeepSeek R1 reasoning examples Training Infrastructure: A100 GPU with bf16 precision Context Length: 131,072 tokens Reasoning Format: Structured thinking with <think></think> tags

Usage

I recommend you use the GGUF version of this model it's easier that way and because this repo has multiple checkpoints.

Sampling Parameters

bash

./llama-cli -m model-q4_0.gguf \
  --temp 0.3 \
  --top-p 0.9 \
  --top-k 40 \
  --repeat-penalty 1.15 \
  -p "Your prompt here" \
  -n 1024

Expected Output Format

The model will structure its responses with reasoning tags:

<think>
Let me solve this step by step...
Speed = Distance / Time
Speed = 300km / 4 hours = 75 km/h
</think>
The average speed of the train is 75 km/h (kilometers per hour).

Model Capabilities

Strengths:

Mathematical reasoning and calculations
Step-by-step problem solving
Logical analysis and deduction
Code reasoning and debugging
Scientific problem solving

Limitations:

May generate verbose reasoning for simple questions
Occasional repetition in thinking process
Not trained for specific domain knowledge beyond general reasoning

License

This model is based on Llama 3.2 and follows Meta's licensing terms.

x1nx3r/Llama-3.2-3B-thinking-v3-13.9K