DLLXW / baby-llama2-chinese
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.
☆2,541Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for baby-llama2-chinese
- 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☆2,665Updated 11 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…☆1,798Updated 7 months ago
- 中文nlp解决方案(大模型、数据、模型、训练、推理)☆3,018Updated 3 weeks ago
- Firefly: 大模型训练工具,支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、…☆5,865Updated 3 weeks ago
- 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。☆1,246Updated 7 months ago
- 该仓库主要记录 大模型(LLMs) 算法工程师相关的面试题☆1,502Updated 7 months ago
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,671Updated last year
- 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☆1,169Updated 11 months ago
- 基于ChatGLM-6B + LoRA的Fintune方案☆3,742Updated 11 months ago
- Chinese-LLaMA 1&2、Chinese-Falcon 基础模型;ChatFlow中文对话模型;中文OpenLLaMA模型;NLP预训练/指令微调数据集☆3,031Updated 7 months ago
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,161Updated last year
- Pytorch❤️ Keras 😋😋☆1,781Updated 3 weeks ago
- 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。☆3,360Updated 3 weeks ago
- MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化,也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志…☆3,527Updated 2 weeks ago
- 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe☆1,363Updated 3 weeks ago
- Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.☆969Updated 6 months ago
- 大模型基础: 一文了解大模型基础知识☆3,001Updated 2 weeks ago
- A series of large language models developed by Baichuan Intelligent Technology☆4,092Updated last week
- 本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)☆10,810Updated 2 weeks ago
- 主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题☆3,778Updated 3 weeks ago
- 纯c++的全平台llm加速库,支持python调用,chatglm-6B级模型单卡可达10000+token / s,支持glm, llama, moss基座,手机端流畅运行☆3,322Updated 2 weeks ago
- 总结Prompt&LLM论文,开源数据&模型,AIGC应用☆2,685Updated this week
- Skywork series models are pre-trained on 3.2TB of high-quality multilingual (mainly Chinese and English) and code data. We have open-sour…☆1,223Updated 7 months ago
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,637Updated last year
- Awesome Pretrained Chinese NLP Models,高质量中文预训练模型&大模型&多模态模型&大语言模型集合☆4,900Updated this week
- BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)☆7,929Updated last month
- chatglm 6b finetuning and alpaca finetuning☆1,538Updated 6 months ago
- 中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)☆7,106Updated last month
- Chinese and English multimodal conversational language model | 多模态中英双语对话语言模型☆4,097Updated 2 months ago
- SuperCLUE: 中文通用大模型综合性基准 | A Benchmark for Foundation Models in Chinese☆3,008Updated 5 months ago