charent / ChatLM-mini-ChineseLinks
中文对话0.2B小模型(ChatLM-Chinese-0.2B),开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调,给出三元组信息抽取微调示例。
☆1,609Updated last year
Alternatives and similar repositories for ChatLM-mini-Chinese
Users that are interested in ChatLM-mini-Chinese are comparing it to the libraries listed below
Sorting:
- 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.☆569Updated last year
- Chat-甄嬛是利用《甄嬛传》剧本中所有关于甄嬛的台词和语句,基于ChatGLM2进行LoRA微调得到的模仿甄嬛语气的聊天语言模型。☆744Updated 4 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☆2,766Updated last year
- 用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库;24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.☆2,858Updated last year
- 中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3☆1,942Updated last year
- 从0开始,将chatgpt的技术路线跑一遍。☆260Updated last year
- 中文nlp解决方案(大模型、数据、模型、训练、推理)☆3,656Updated 2 months ago
- This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.☆472Updated 5 months ago
- ☆1,072Updated 3 weeks ago
- 通义千问VLLM推理部署DEMO☆608Updated last year
- 【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…☆2,118Updated last year
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,386Updated 2 years ago
- Train a 1B LLM with 1T tokens from scratch by personal☆739Updated 5 months ago
- 从零实现一个小参数量中文大语言模型。☆838Updated last year
- 从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)☆483Updated 6 months ago
- 这是一个从头训练大语言模型的项目,包括预训练、微调和直接偏好优化,模型拥有1B参数,支持中英文。☆625Updated 7 months ago
- 大语言模型微调,Qwen2VL、Qwen2、GLM4指令微调☆521Updated 4 months ago
- Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.☆1,014Updated last year
- 开源SFT数据集整理,随时补充☆545Updated 2 years ago
- Examples and guides for using the GLM APIs☆874Updated last month
- 中文Mixtral混合专家大模型(Chinese Mixtral MoE LLMs)☆609Updated last year
- 人工精调的中文对话数据集和一段chatglm的微调代码☆1,192Updated 5 months ago
- 心理健康大模型 (LLM x Mental Health), Pre & Post-training & Dataset & Evaluation & Depoly & RAG, with InternLM / Qwen / Baichuan / DeepSeek / M…☆1,580Updated last month
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,835Updated last month
- MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。☆4,111Updated last month
- 多模态中文LLaMA&Alpaca大语言模型(VisualCLA)☆452Updated 2 years ago
- CMMLU: Measuring massive multitask language understanding in Chinese☆784Updated 10 months ago
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,771Updated 2 months ago
- 🌞 CareGPT (关怀GPT)是一个医疗大语言模型,同时它集合了数十个公开可用的医疗微调数据集和开放可用的医疗大语言模型,包含LLM的训练、测评、部署等以促进医疗LLM快速发展。Medical LLM, Open Source Driven for a Healthy…☆934Updated last year
- 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。☆619Updated last year