mdsalem17

LLM-Finetuning

LLM Finetuning with peft

txtai

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

ml-ferret

vespa

AI + Data, online. https://vespa.ai

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

mlx

MLX: An array framework for Apple silicon

hallucination-leaderboard

Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents

chat-ui

Open source codebase powering the HuggingChat app

baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

point-e

Point cloud diffusion for 3D model synthesis

consistencydecoder

Consistency Distilled Diff VAE

Building-with-Instruction-Tuned-LLMs-A-Step-by-Step-Guide

Resources relating to the DLAI event: https://www.youtube.com/watch?v=eTieetk2dSw

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

flash-attention

Fast and memory-efficient exact attention

alignment-handbook

Robust recipes to align language models with human and AI preferences

GPTCache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

milvus

A cloud-native vector database, storage for next generation AI applications

book-dataset

This dataset contains 207,572 books from the Amazon.com, Inc. marketplace.

Semantic-Retrieval-Models

A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).

awesome-information-retrieval

A curated list of awesome information retrieval resources

website

Source for https://fullstackdeeplearning.com

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Instruction-Tuning-Papers

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

awesome-instruction-dataset

A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)

open_llama

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

FindTheChatGPTer

ChatGPT爆火，开启了通往AGI的关键一步，本项目旨在汇总那些ChatGPT的开源平替们，包括文本大模型、多模态大模型等，为大家提供一些便利