beyondguo / LLM-TuningLinks
Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.
☆1,014Updated last year
Alternatives and similar repositories for LLM-Tuning
Users that are interested in LLM-Tuning are comparing it to the libraries listed below
Sorting:
- 开源SFT数据集整理,随时补充☆540Updated 2 years ago
- 人工精调的中文对话数据集和一段chatglm的微调代码☆1,189Updated 4 months ago
- unified embedding model☆868Updated 2 years ago
- Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.☆612Updated 7 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)。☆357Updated 2 years ago
- ChatGLM-6B 指令学习|指令数据|Instruct☆655Updated 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☆2,763Updated last year
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,379Updated last year
- Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo☆1,077Updated last year
- ChatGLM2-6B 全参数微调,支持多轮对话的高效微调。☆400Updated 2 years 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☆413Updated last year
- CMMLU: Measuring massive multitask language understanding in Chinese☆781Updated 9 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)☆741Updated 2 years ago
- chatglm多gpu用deepspeed和☆412Updated last year
- chatglm 6b finetuning and alpaca finetuning☆1,547Updated 6 months ago
- 《ChatGPT原理与实战:大型语言 模型的算法、技术和私有化》☆364Updated 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…☆967Updated 11 months ago
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,768Updated last month
- An Open-sourced Knowledgable Large Language Model Framework.☆1,337Updated 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☆1,274Updated 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…☆2,769Updated last year
- 多模态中文LLaMA&Alpaca大语言模型(VisualCLA)☆451Updated 2 years ago
- OpenLLMWiki: Docs of OpenLLMAI. Survey, reproduction and domain/task adaptation of open source chatgpt alternatives/implementations. PiXi…☆261Updated 9 months ago
- This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.☆470Updated 4 months ago
- Code for fintune ChatGLM-6b using low-rank adaptation (LoRA)☆720Updated 2 years ago
- 中文法律LLaMA (LLaMA for Chinese legel domain)☆957Updated last year
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,717Updated last year
- 中文大模型微调(LLM-SFT), 数学指令数据集MWP-Instruct, 支持模型(ChatGLM-6B, LLaMA, Bloom-7B, baichuan-7B), 支持(LoRA, QLoRA, DeepSpeed, UI, TensorboardX), 支持(微…☆210Updated 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 2 years ago
- ☆525Updated last year