yaoweihu

yaoweihu's Stars

• deepset-ai/haystack

  :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

  Language:Python14.5k1.7k

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  12.7k552

• truefoundry/cognita

  RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

  Language:Python3k218

• neuml/txtai

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  Language:Python7.4k521

• FareedKhan-dev/create-million-parameter-llm-from-scratch

  Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

  Language:Jupyter Notebook8515

• ItzCrazyKns/Perplexica

  Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

  Language:TypeScript10.6k922

• datawhalechina/llms-from-scratch-cn

  仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

  Language:Jupyter Notebook48281

• rasbt/LLMs-from-scratch

  Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook20.9k2.1k

• DeepIntoStreams/Market_Scenario_Generator_Hackathon_starting_kit

  Language:Jupyter Notebook42

• wangyuxinwhy/uniem

  unified embedding model

  Language:Python78458

• NLPJCL/RAG-Retrieval

  Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder

  Language:Python34631

• OpenBMB/MiniCPM

  MiniCPM-2B: An end-side LLM outperforming Llama2-13B.

  Language:Jupyter Notebook4.4k313

• bbruceyuan/LLMs-101

  从零到一实现一个 miniLLM～（动手学习LLM）

  Language:Jupyter Notebook22

• leptonai/search_with_lepton

  Building a quick conversation-based search demo with Lepton AI.

  Language:TypeScript7.4k955

• microsoft/LLMLingua

  To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

  Language:Python4.1k219

• openai/evals

  Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

  Language:Python14.3k2.5k

• vanderschaarlab/synthcity

  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

  Language:Python38851

• Hannibal046/Awesome-LLM

  Awesome-LLM: a curated list of Large Language Model

  15.8k1.3k

• ai-boost/Awesome-GPTs

  Curated list of awesome GPTs 👍.

  3k207

• krahets/hello-algo

  《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

  Language:Java79.1k10k

• microsoft/autogen

  A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

  Language:Jupyter Notebook27.9k4.1k

• run-llama/llama_index

  LlamaIndex is a data framework for your LLM applications

  Language:Python33.1k4.6k

• ajndkr/lanarky

  The web framework for building LLM microservices

  Language:Python95572

• LolitaSian/Getting-Started-with-Google-BERT

  Getting Started with Google BERT, published by Packt

  Language:Jupyter Notebook146

• jsksxs360/How-to-use-Transformers

  Transformers 库快速入门教程

  Language:Python789109

• reworkd/AgentGPT

  🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

  Language:TypeScript30.5k9.2k

• zjunlp/LLMAgentPapers

  Must-read Papers on LLM Agents.

  1.4k70

• AGI-Edgerunners/LLM-Agents-Papers

  A repo lists papers related to LLM based agent

  Language:Python80352

• ysymyth/awesome-language-agents

  List of language agents based on paper "Cognitive Architectures for Language Agents"

  Language:TeX64952

• UBC-CS/cpsc330-2023s

  CPSC 330: Applied Machine Learning

  Language:Jupyter Notebook1321