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Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA

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Thanks for the wonderful code. While training Falcon-7B on Alpaca dataset, the training loss is not reducing. It used to work fine. Were there any recent changes?

Thanks for the wonderful training code. Please release the inference code as well.

Hey @leehanchung Does lora-instruct support fine tuning mpt-30b family of models out of the box?

Hello. Is there support for quantized lora finetuning of those llms? Thanks

Hi I got a message when I try to use Lora to train MPT-B, do you have any ideas to solve it? ValueError: Unable to create tensor, you should probably...

Can this codebase be applicable for finetuning larger models, e.g., falcon-40b?

Hi, I'd like to know if training on Colab is possible

Hi, I truncated "alpaca_data.json" to reduce training time and saved it in another file for training. Unfortunately, using this file gives me the error "pyarrow.lib.ArrowInvalid: JSON parse error: Column() changed...