beyondguo / LLM-Tuning
Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.
☆989Updated 10 months ago
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☆1,174Updated 10 months 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）。☆358Updated last year
- unified embedding model☆851Updated last year
- 开源SFT数据集整理,随时补充☆500Updated last year
- ChatGLM-6B 指令学习|指令数据|Instruct☆655Updated 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.☆596Updated last month
- chatglm 6b finetuning and alpaca finetuning☆1,541Updated 2 weeks 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☆2,732Updated last year
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,719Updated last year
- CMMLU: Measuring massive multitask language understanding in Chinese☆748Updated 3 months ago
- ChatGLM2-6B 全参数微调，支持多轮对话的高效微调。☆398Updated last year
- chatglm多gpu用deepspeed和☆408Updated 8 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☆1,222Updated last year
- 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☆408Updated last year
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,289Updated last year
- 活字通用大模型☆384Updated 6 months ago
- 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）☆746Updated 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…☆957Updated 6 months ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,292Updated 2 months ago
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,692Updated last year
- Code for fintune ChatGLM-6b using low-rank adaptation (LoRA)☆722Updated 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☆716Updated last year
- Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo☆1,066Updated 7 months ago
- 本项目旨在收集开源的表格智能任务数据集（比如表格问答、表格-文本生成等），将原始数据整理为指令微调格式的数据并微调LLM，进而增强LLM对于表格数据的理解，最终构建出专门面向表格智能任务的大型语言模型。☆548Updated 11 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…☆2,713Updated last year
- XVERSE-13B: A multilingual large language model developed by XVERSE Technology Inc.☆646Updated 11 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.☆537Updated 8 months ago
- 🩹Editing large language models within 10 seconds⚡☆1,317Updated last year
- OpenLLMWiki: Docs of OpenLLMAI. Survey, reproduction and domain/task adaptation of open source chatgpt alternatives/implementations. PiXi…☆257Updated 3 months ago
- 【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGP…☆1,992Updated 11 months ago