Aran-Guo

Aran-Guo's Stars

• hymie122/RAG-Survey

  Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

  1.3k89

• datawhalechina/self-llm

  《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合**宝宝的部署教程

  Language:Jupyter Notebook9.7k1.1k

• datawhalechina/fun-rec

  推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

  Language:Jupyter Notebook4.7k839

• Doragd/Algorithm-Practice-in-Industry

  搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

  Language:Python2.6k315

• cbamls/AI_Tutorial

  精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

  3.2k488

• dottxt-ai/outlines

  Structured Text Generation

  Language:Python9.8k501

• elastic/elasticsearch-labs

  Notebooks & Example Apps for Search & AI Applications with Elasticsearch

  Language:Jupyter Notebook691174

• km1994/LLMs_interview_notes

  该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

  1.5k106

• langchain-ai/langchain

  🦜🔗 Build context-aware reasoning applications

  Language:Jupyter Notebook95.5k15.5k

• alipay/financial_evaluation_dataset

  Language:Python17216

• meta-llama/llama

  Inference code for Llama models

  Language:Python56.6k9.6k

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python35.1k4.3k

• vllm-project/vllm

  A high-throughput and memory-efficient inference and serving engine for LLMs

  Language:Python31k4.7k

• NVIDIA/FasterTransformer

  Transformer related optimization, including BERT, GPT

  Language:C++5.9k893

• huggingface/peft

  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  Language:Python16.6k1.6k

• EleutherAI/lm-evaluation-harness

  A framework for few-shot evaluation of language models.

  Language:Python7.1k1.9k

• microsoft/DeepSpeedExamples

  Example models using DeepSpeed

  Language:Python6.1k1k

• ModelTC/lightllm

  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

  Language:Python2.6k209

• lyhue1991/torchkeras

  Pytorch❤️ Keras 😋😋

  Language:Jupyter Notebook1.8k234

• microsoft/LoRA

  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

  Language:Python10.8k691

• yuanzhoulvpi2017/zero_nlp

  中文nlp解决方案(大模型、数据、模型、训练、推理)

  Language:Jupyter Notebook3k369

• scikit-learn/scikit-learn

  scikit-learn: machine learning in Python

  Language:Python60.3k25.4k

• Azure-Samples/azure-search-openai-demo

  A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

  Language:Python6.4k4.3k

• princeton-nlp/tree-of-thought-llm

  [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

  Language:Python4.9k451

• kojima-takeshi188/zero_shot_cot

  Prod Env

  Language:Python38762

• Timothyxxx/Chain-of-ThoughtsPapers

  A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

  2k130

• opendilab/awesome-RLHF

  A curated list of reinforcement learning with human feedback resources (continually updated)

  3.5k213

• anthropics/hh-rlhf

  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

  1.6k128

• EgoAlpha/prompt-in-context-learning

  Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

  Language:Jupyter Notebook1.5k92

• dqxiu/ICL_PaperList

  Paper List for In-context Learning 🌷

  81959