NTU-P04922004

huggingface-llama-recipes

dive-into-llms

《动手学大模型Dive into LLMs》系列编程实践教程

arXiv-demo-dataset

This repository will contain a demo using Weaviate with data and metadata from the arXiv dataset.

Awesome-LLM-Reasoning

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.

bedrock-claude-chat

AWS-native chatbot using Bedrock + Claude (+Mistral)

Tutorial

LLM&VLM Tutorial

awesome-llm-powered-agent

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

LLM4SE_SLR

Large Language Models for Software Engineering: A Systematic Literature Review

llm-comparator

LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

openai-cookbook

Examples and guides for using the OpenAI API

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

RAGatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

GPT-RAG

Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

cognita

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

NeMo-Skills

A pipeline to improve skills of large language models

VLM_survey

Collection of AWESOME vision-language models for vision tasks

awesome-clip-papers

The most impactful papers related to contrastive pretraining for multimodal models!

clip-rocket

Code release for "Improved baselines for vision-language pre-training"

aws-eks-best-practices

A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.

llm_interview_note

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

cookbook

Examples and guides for using the Gemini API.

ARAGOG

ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research papers dataset. Includes modular code for easy experimentation and reusability.

LLM-Evaluation

Sample notebooks and prompts for LLM evaluation

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

ml-system-in-actions

machine learning system examples