AIoT-MLSys-Lab/Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey

efficient-deep-learninggenerative-ailarge-language-modelsmachine-learning-systemssurvey

License & maintenance

No license stated: by default nobody may reuse the code. Ask the authors before using it in a product.

Last code push 16 months ago.

	Repository	Stars	Language	License	Activity
1	langflow-ai/langflowLangflow is a powerful tool for building and deploying AI-powered agents and workflows.	★ 155.8k	Python	MIT	Active
2	langchain-ai/langchainThe agent engineering platform.	★ 148k	Python	MIT	Active
3	microsoft/generative-ai-for-beginners21 Lessons, Get Started Building with Generative AI	★ 121.6k	Jupyter Notebook	MIT	Active
4	rasbt/LLMs-from-scratchImplement a ChatGPT-like LLM in PyTorch from scratch, step by step	★ 106.8k	Jupyter Notebook	Other	Active
5	dair-ai/Prompt-Engineering-Guide🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.	★ 79.3k	MDX	MIT	Slowing
6	microsoft/ai-agents-for-beginners18 Lessons to Get Started Building AI Agents	★ 77.4k	Jupyter Notebook	MIT	Active
7	hiyouga/LlamaFactoryUnified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)	★ 75.6k	Python	Apache-2.0	Active
8	binary-husky/gpt_academic为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入	★ 71.5k	Python	GPL-3.0	Slowing