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flytectl --config $FLYTECTL_CONFIG create project \ --id "llm-fine-tuning" \ --description "Fine-tuning for LLMs" \ --name "llm-fine-tuning" 🔀 Fine-tuning Workflows The fine_tuning directory contains Flyte tasks and workflows for fine-tuning LLMs: fine_tuning/llm_fine_tuning.py: ...
站长之家(ChinaZ.com)9月6日 消息:大语言模型微调中心(LLM Finetuning Hub)是一个开源项目,它包含了大规模语言模型(LLM)微调和部署的代码库以及相关研究成果。该项目由Georgian Partners旗下的Georgian IO团队开发,目的是帮助用户轻松地针对具体业务场景对各种LLM进行微调,并根据综合评估结果选择最适合的模型。 项目地...
https://github.com/OpenCSGs/llm-finetune 推理项目的开源地址: https://github.com/OpenCSGs/llm-inference 开源大模型的开源地址: https://github.com/OpenCSGs/CSGHub 欢迎star!
关于代码阅读可以直接去看微软的官方LoRA源码github.com/microsoft/Lo,但是我更推荐Lightning-AI的源码github.com/Lightning-AI ,它在官方LoRA源码的基础上做了详细的代码注释(实在是详细,这里给个大赞),也有将LoRA应用在Llama模型上的代码 对于lit-llama 代码我们需要关注这几个文件: |-- finetune |-- lora.py ...
https://github.com/OpenCSGs/llm-finetune 推理项目的开源地址: https://github.com/OpenCSGs/llm-inference 开源大模型的开源地址: https://github.com/OpenCSGs/CSGHub 开放传神(OpenCSG)成立于2023年,是一家致力于大模型生态社区建设,汇集人工智能行业上下游企业链共同为大模型在垂直行业的应用提供解决方案和...
Noisy Embedding Instruction Finetuning (NEIF)从原理的伪代码可以看出来与常规的微调相比，只是在embedding...
1 基本信息 From:Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU (huggingface.co) Codes:trl/examples/sentiment/scripts/gpt-neox-20b_peft at main 
python -u ./fine-tuning.py \ --base_model “meta-llama/Llama-2-70b-hf” \ For more details, refer to the BigDL LLMonline examplein GitHub. Get Started To get started on fine-tuning large language models using BigDL LLM and the QLoRA technique, we have developed a comprehe...
You can also find this config filehereas a GitHub gist. Before we start training our model, I want to introduce a few parameters that are important to understand: QLoRA: We’re using QLoRA for fine-tuning, which is why we’re loading the base model in 4-bit precision (NF4 format)....