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README.md
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@@ -20,7 +20,7 @@ Falcon-7b-chat-oasst1 is a chatbot-like model for dialogue generation. It was bu
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- The model was fine-tuned in 4-bit precision using 🤗 `peft` adapters, `transformers`, and `bitsandbytes`.
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- Training relied on a method called "Low Rank Adapters" ([LoRA](https://arxiv.org/pdf/2106.09685.pdf)), specifically the [QLoRA](https://arxiv.org/abs/2305.14314) variant.
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- The run took approximately 3 hours and was executed on a workstation with a single A100-SXM NVIDIA GPU with 37 GB of available memory
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- See attached [Colab Notebook](https://huggingface.co/dfurman/falcon-7b-chat-oasst1/blob/main/finetune_falcon7b_oasst1_with_bnb_peft.ipynb) for the code and hyperparams used to train the model.
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### Model Date
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- The model was fine-tuned in 4-bit precision using 🤗 `peft` adapters, `transformers`, and `bitsandbytes`.
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- Training relied on a method called "Low Rank Adapters" ([LoRA](https://arxiv.org/pdf/2106.09685.pdf)), specifically the [QLoRA](https://arxiv.org/abs/2305.14314) variant.
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- The run took approximately 3 hours and was executed on a workstation with a single A100-SXM NVIDIA GPU with 37 GB of available memory.
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- See attached [Colab Notebook](https://huggingface.co/dfurman/falcon-7b-chat-oasst1/blob/main/finetune_falcon7b_oasst1_with_bnb_peft.ipynb) for the code and hyperparams used to train the model.
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### Model Date
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