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  ## Training procedure
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  ### Framework versions
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  - PEFT 0.6.0.dev0
 
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  ## Training procedure
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+ Fine-tuned version of Falcon-180B using PEFT LoRA + DeepSpeed ZeRO3 + Flash Attention + Activation Checkpointing. Read the blog [Falcon 180B Finetuning using 🤗 PEFT and DeepSpeed]() for more information.
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  ### Framework versions
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  - PEFT 0.6.0.dev0