beyondguo / LLM-Tuning
Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.
☆998Updated last year
Alternatives and similar repositories for LLM-Tuning:
Users that are interested in LLM-Tuning are comparing it to the libraries listed below
- 人工精调的中文对话数据集和一段chatglm的微调代码☆1,178Updated last week
- unified embedding model☆856Updated last year
- 开源SFT数据集整理,随时补充☆509Updated last year
- ChatGLM-6B 指令学习|指令数据|Instruct☆654Updated 2 years ago
- 使用peft库，对chatGLM-6B/chatGLM2-6B实现4bit的QLoRA高效微调，并做lora model和base model的merge及4bit的量化（quantize）。☆361Updated last year
- Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.☆602Updated 3 months ago
- 基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等☆2,745Updated last year
- chatglm 6b finetuning and alpaca finetuning☆1,543Updated 2 months ago
- Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型☆411Updated last year
- ChatGLM2-6B 全参数微调，支持多轮对话的高效微调。☆399Updated last year
- CMMLU: Measuring massive multitask language understanding in Chinese☆758Updated 5 months ago
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,731Updated last year
- Repo for adapting Meta LlaMA2 in Chinese! META最新发布的LlaMA2的汉化版！ （完全开源可商用）☆742Updated last year
- TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本 生成模型，实现了包括LLaMA，ChatGLM，BLO…☆963Updated 7 months ago
- chatglm多gpu用deepspeed和☆409Updated 10 months ago
- Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.☆551Updated 9 months ago
- 多模态中文LLaMA&Alpaca大语言模型（VisualCLA）☆446Updated last year
- 活字通用大模型☆388Updated 7 months ago
- LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案☆1,239Updated last year
- 简单易懂的LLaMA微调指南。☆400Updated last year
- 骆驼:A Chinese finetuned instruction LLaMA. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技☆720Updated last year
- OpenLLMWiki: Docs of OpenLLMAI. Survey, reproduction and domain/task adaptation of open source chatgpt alternatives/implementations. PiXi…☆259Updated 5 months ago
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,741Updated last year
- Repo for Chinese Medical ChatGLM 基于中文医学知识的ChatGLM指令微调☆998Updated last year
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,335Updated last year
- Implementation of Chinese ChatGPT☆287Updated last year
- Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo☆1,069Updated 9 months ago
- 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)☆631Updated last year
- 面向中文大模型价值观的评估与对齐研究☆511Updated last year
- 中文Mixtral混合专家大模型（Chinese Mixtral MoE LLMs）☆604Updated last year