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Llama-3.2-3B-VanRossum
theprint/Llama-3.2-3B-VanRossum
Llama-3.2-3B-VanRossum is a machine learning model from theprint. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
This model has been trained for 1 epoch on the VanRossum dataset.
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Nov 14, 2024
- Updated
- Dec 1, 2024
- SHA
- af046030
Base models
Datasets
Model card
From the Hugging Face model README
Homage to Python
This model has been trained for 1 epoch on the VanRossum dataset.
The VanRossum dataset is all Python! I used DataMix to combine a handful of highly rated Python-centric datasets, to get a sampling of each and create something new.
This data set has 80,000 entries and is named after Guido Van Rossum, the man who invented Python back in 1991.
See the VanRossum Collection on HF for all things related to this dataset.
Alpaca / GPT
There are 2 versions of this dataset available on Huggingface.
Uploaded model
- Developed by: theprint
- License: apache-2.0
- Finetuned from model : unsloth/llama-3.2-3b-instruct-bnb-4bit
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 17.52 |
| IFEval (0-Shot) | 47.83 |
| BBH (3-Shot) | 19.37 |
| MATH Lvl 5 (4-Shot) | 9.37 |
| GPQA (0-shot) | 2.35 |
| MuSR (0-shot) | 6.55 |
| MMLU-PRO (5-shot) | 19.67 |
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Nov 14, 2024
- Updated
- Dec 1, 2024