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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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+
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+ # my_cool_model
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+
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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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+
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+ # Model description
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+
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+ More information needed
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+
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+ # Training and evaluation results
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+
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+ More information needed
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+
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+ # Training procedure
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+
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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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+
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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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+
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+ # Framework versions
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+
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+ - torchtune 0.0.0
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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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+