llm-action

LLM knowledge base

Sharing technical knowledge and practical experience on large language models

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)

GitHub

12k stars
99 watching
1k forks
Language: HTML
last commit: 6 days ago
llmllm-inferencellm-servingllm-trainingllmops

Related projects:

Repository Description Stars
paddlepaddle/paddlenlp A comprehensive NLP and LLM library that provides an easy-to-use interface for a wide range of tasks, including text classification, neural search, question answering, information extraction, and more. 12,224
tloen/alpaca-lora Tuning a large language model on consumer hardware using low-rank adaptation 18,710
facico/chinese-vicuna An instruction-following Chinese LLaMA-based model project aimed at training and fine-tuning models on specific hardware configurations for efficient deployment. 4,152
cvi-szu/linly A collection of pre-trained language models for Chinese text processing and dialogue generation. 3,034
ymcui/chinese-llama-alpaca Develops and deploys large language models for natural language processing tasks in Chinese, particularly for text encoding and decoding. 18,513
openbmb/minicpm A language model designed to surpass the capabilities of GPT-3.5-Turbo on various tasks such as text generation, tool calling, and long-text processing 7,209
lc1332/chinese-alpaca-lora Develops and maintains a Chinese language model finetuned on LLaMA, used for text generation and summarization tasks. 711
phoebussi/alpaca-cot Provides a unified interface for fine-tuning large language models with parameter-efficient methods and instruction collection data 2,640
hiyouga/llama-factory A tool for efficiently fine-tuning large language models across multiple architectures and methods. 36,219
baichuan-inc/baichuan-7b Develops a large-scale pretraining language model with state-of-the-art performance on various benchmarks for natural language understanding and generation tasks. 5,680
jittor/jittorllms A high-performance deep learning framework designed to efficiently deploy large models on low-end hardware. 2,389
shm007g/llama-cult-and-more Provides insights and practical guides for building and using large language models. 427
pengxiao-song/lawgpt Develops a Chinese language-based large language model trained on legal knowledge to improve understanding and execution of laws 5,868
antimatter15/alpaca.cpp A locally run Instruction-Tuned Chat-Style LLM project that combines foundation models and fine-tuning to create a chat interface. 10,249
git-cloner/llama2-lora-fine-tuning Fine-tuning the LLaMA 2 chat model using DeepSpeed and Lora for improved performance on a large dataset. 171