qlora topic

List qlora repositories

LLaMA-Factory

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Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

ChatGLM-Efficient-Tuning

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Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

airllm

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AirLLM 70B inference with single 4GB GPU

chatglm_finetuning

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chatglm 6b finetuning and alpaca finetuning

hands-on-llms

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🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

finetuned-qlora-falcon7b-medical

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Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

LLM-Finetuning-Toolkit

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Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

lightning-mlflow-hf

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Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

Aurora

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🐳 Aurora is a [Chinese Version] MoE model. Aurora is a further work based on Mixtral-8x7B, which activates the chat capability of the model's Chinese open domain.

moss_finetuning

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moss chat finetuning