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README.md
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---
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base_model: meta-llama/Llama-3.2-3B-Instruct
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datasets:
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- tatsu-lab/alpaca
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language: en
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tags:
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- torchtune
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---
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# my_cool_model
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This model is a finetuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on the [tatsu-lab/alpaca](https://huggingface.co/tatsu-lab/alpaca) dataset.
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# Model description
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More information needed
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# Training and evaluation results
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More information needed
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# Training procedure
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This model was trained using the [torchtune](https://github.com/pytorch/torchtune) library using the following command:
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```bash
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ppo_full_finetune_single_device.py\
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--config ./target/7B_full_ppo_low_memory_single_device.yaml\
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device=cuda\
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metric_logger._component_=torchtune.utils.metric_logging.WandBLogger\
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metric_logger.project=torchtune_ppo\
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forward_batch_size=2\
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batch_size=64\
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ppo_batch_size=32\
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gradient_accumulation_steps=16\
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compile=True\
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optimizer._component_=bitsandbytes.optim.PagedAdamW\
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optimizer.lr=3e-4
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```
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# Framework versions
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- torchtune
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- torchao 0.5.0
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- datasets 2.20.0
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- sentencepiece 0.2.0
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