beyondguo / LLM-Tuning
Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.
☆994Updated 11 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☆1,178Updated 11 months ago
- 开源SFT数据集整理,随时补充☆507Updated 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.☆599Updated 2 months ago
- unified embedding model☆853Updated last year
- ChatGLM-6B 指令学习|指令数据|Instruct☆654Updated 2 years 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☆2,739Updated last year
- chatglm 6b finetuning and alpaca finetuning☆1,542Updated last month
- 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）。☆359Updated last year
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,728Updated 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☆409Updated 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…☆961Updated 7 months ago
- CMMLU: Measuring massive multitask language understanding in Chinese☆752Updated 4 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
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,732Updated last year
- chatglm多gpu用deepspeed和☆409Updated 9 months ago
- ChatGLM2-6B 全参数微调，支持多轮对话的高效微调。☆398Updated last year
- Code for fintune ChatGLM-6b using low-rank adaptation (LoRA)☆721Updated last year
- Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo☆1,070Updated 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☆1,235Updated last year
- 活字通用大模型☆387Updated 7 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.☆547Updated 9 months ago
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,315Updated last year
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,697Updated last year
- 探索中文instruct数据在ChatGLM, LLaMA上的微调表现☆390Updated 2 years ago
- 中文法律LLaMA (LLaMA for Chinese legel domain)☆929Updated 7 months ago
- Repo for Chinese Medical ChatGLM 基于中文医学知识的ChatGLM指令微调☆993Updated last year
- alpaca中文指令微调数据集☆392Updated 2 years ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,304Updated 3 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☆3,050Updated 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☆718Updated last year