HarderThenHarder / transformers_tasksLinks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
☆2,370Updated last year
Alternatives and similar repositories for transformers_tasks
Users that are interested in transformers_tasks are comparing it to the libraries listed below
Sorting:
- 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☆2,759Updated last year
- 中文nlp解决方案(大模型、数据、模型、训练、推理)☆3,616Updated 3 weeks ago
- Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.☆1,012Updated last year
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,716Updated last year
- 基于ChatGLM-6B + LoRA的Fintune方案☆3,766Updated 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…☆2,766Updated last year
- 人工精调的中文对话数据集和一段chatglm的微调代码☆1,188Updated 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☆3,058Updated 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…☆2,098Updated last year
- chatglm 6b finetuning and alpaca finetuning☆1,544Updated 5 months ago
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,765Updated 3 weeks ago
- Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo☆1,079Updated last year
- 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、…☆6,526Updated 10 months ago
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,055Updated 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…☆968Updated 11 months ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,334Updated 7 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☆1,270Updated 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.☆2,841Updated last year
- 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。☆1,582Updated last year
- 总结Prompt&LLM论文,开源数据&模型,AIGC应用☆3,173Updated this week
- 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。☆4,044Updated last month
- unified embedding model☆867Updated last year
- A 13B large language model developed by Baichuan Intelligent Technology☆2,968Updated last year
- 开源SFT数据集整理,随时补充☆535Updated 2 years ago
- A series of large language models developed by Baichuan Intelligent Technology☆4,123Updated 9 months ago
- 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☆5,365Updated 2 weeks 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.☆609Updated 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)。☆359Updated 2 years ago
- 骆驼(Luotuo): Open Sourced Chinese Language Models. 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☆3,634Updated last year
- TigerBot: A multi-language multi-task LLM☆2,258Updated 7 months ago