Uploaded Model
Overview
This model is a Llama 3.2 1B Instruct variant that has been specifically fine-tuned using reasoning data from Claude 3.7 Sonnet. The goal was to leverage Claude's renowned reasoning capabilities within a more accessible, open-source architecture like Llama.
Technical Details
- Developed by: mfielding92
- Base Model: unsloth/llama-3.2-1b-instruct
- Finetuning Method: Supervised Fine-Tuning (SFT) using LoRA
- Training Speed Enhancement: Trained 2x faster with Unsloth and Huggingface's TRL library
Training Data
The model was fine-tuned on a dataset derived from:
- mfielding92/claude-3.7-sonnet-reasoning
This allows the model to potentially exhibit improved logical thinking, problem-solving abilities, and complex reasoning compared to the base Llama 3.2 model while remaining open-source.
Usage Notes
While this model inherits some of Claude's strenghs in reasoning, it is still a derivative work built on Llama architecture. Users should evaluate its performance carefully for their specific use cases.
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.