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1
pykan
Kolmogorov Arnold Networks🔥🔥🔥
2
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/🔥
3
LLMs-from-scratch
Implementing ChatGPT-like LLMs from scratch, step by step🔥
4
llama-fs
A self-organizing file system with llama 3🔥
5
drl-zh
Deep Reinforcement Learning: Zero to Hero!📣
6
autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap📣
7
gs-quant
Python toolkit for quantitative finance⬆️
8
llama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger⬆️
9
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，更适合中国宝宝的部署教程⬆️
10
moondream
tiny vision language model⬆️
11
guidance
A guidance language for controlling large language models.⬆️
12
accelerated_features
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!⬆️
13
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API⬆️
14
1d-tokenizer
This repo contains the code for our paper An Image is Worth 32 Tokens for Reconstruction and Generation⬆️
15
llm-zoomcamp
LLM Zoomcamp - a free online course about building a Q&A system⬆️
16
stable-diffusion
A latent text-to-image diffusion model⬆️
17
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image⬆️
18
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.⬆️
19
llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/⬆️
20
big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.⬆️
21
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!⬆️
22
IP-Adapter
The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.⬆️
23
Tensor-Puzzles
Solve puzzles. Improve your pytorch.⬆️
24
llm-graph-builder
Neo4j graph construction from unstructured data using LLMs⬆️
25
tortoise-tts
A multi-voice TTS system trained with an emphasis on quality⬆️
26
AISystem
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术⬆️
27
anthropic-cookbook
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.⬆️
28
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.⬆️
29
FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.⬆️
30
leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases⬆️
31
insanely-fast-whisper
⬆️
32
deep-learning
A deep-dive on the entire history of deep-learning⬆️
33
searchformer
Official codebase for the paper "Beyond A* Better Planning with Transformers via Search Dynamics Bootstrapping".⬆️
34
nixtla
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.⬆️
35
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.⬆️
36
most-common-american-idioms
A book created by xiaolai with the help of ChatGPT and its TTS⬆️
37
phoenix
AI Observability & Evaluation⬆️
38
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.⬆️
39
llm-cookbook
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版⬆️
40
generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI⬆️
41
Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything⬆️
42
PyTorch-Tutorial-2nd
《Pytorch实用教程——第二版》无论是零基础入门，还是进阶工程化部署落地，在这里都有。相信在本书的帮助下，你将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。⬆️
43
whisper-diarization
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper⬆️
44
mlops-zoomcamp
Free MLOps course from DataTalks.Club⬆️
45
courses
Anthropic's educational courses⬆️
46
Anima
33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU⬆️
47
lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022⬆️
48
pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding⬆️
49
HiDiffusion
[ECCV 2024] HiDiffusion: Increases the resolution and speed of your diffusion model by only adding a single line of code!⬆️
50
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models⬆️
51
LLMTest_NeedleInAHaystack
Doing simple retrieval from LLM models at various context lengths to measure accuracy⬆️
52
PhotoMaker
PhotoMaker⬆️
53
jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models⬆️
54
nn-zero-to-hero
Neural Networks: Zero to Hero⬆️
55
LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence⬆️
56
Inpaint-Anything
Inpaint anything using Segment Anything and inpainting models.⬆️
57
cube-studio
cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，多租户，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式⬆️
58
seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation⬆️
59
U-ViT
A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".⬆️
60
Triton-Puzzles
Puzzles for learning Triton⬆️
61
UnSAM
Code release for "Segment Anything without Supervision"⬆️
62
GPU-Benchmarks-on-LLM-Inference
Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?⬆️
63
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⬆️
64
Qbot
[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant⬆️
65
DataScience_Interactive_Python
Python interactive dashboards for learning data science⬆️
66
FeatUp
Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024⬆️
67
vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node⬆️
68
shap
A game theoretic approach to explain the output of any machine learning model.⬆️
69
WhisperSpeech
An Open Source text-to-speech system built by inverting Whisper.⬆️
70
notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.⬆️
71
gemma
Open weights LLM from Google DeepMind.⬆️
72
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.⬆️
73
zimtohrli
⬆️
74
FinanceDatabase
This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.⬆️
75
GPU-Puzzles
Solve puzzles. Learn CUDA.⬆️
76
MoMA
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation⬆️
77
evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b⬆️
78
silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple⬆️
79
mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.⬆️
80
data-engineering-zoomcamp
Free Data Engineering course!⬆️
81
google-research
Google Research⬆️
82
annotated-transformer
An annotated implementation of the Transformer paper.⬆️
83
fastbook
The fastai book, published as Jupyter Notebooks⬆️
84
Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.⬆️
85
GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.⬆️
86
llmsherpa
Developer APIs to Accelerate LLM Projects⬆️
87
MobileSAM
This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!⬆️
88
paper2gui
Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术⬆️
89
croissant
Croissant is a high-level format for machine learning datasets that brings together four rich layers.⬆️
90
wild-gaussian-splatting
DUSt3R + Gaussian Splatting⬆️
91
qlora
QLoRA: Efficient Finetuning of Quantized LLMs⬆️
92
algorithmica
A computer science textbook⬆️
93
Pix2Text
An Open-Source Python3 tool for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.⬆️
94
Agently
[AI Agent Application Development Framework] - 🚀 Build AI agent native application in very few code 💬 Easy to interact with AI agent in code using structure data and chained-calls syntax 🧩 Enhance AI Agent using plugins instead of rebuild a whole new agent⬆️
95
notebook
Jupyter Interactive Notebook⬆️
96
EasyEdit
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.⬆️
97
modula
Scalable neural net training via automatic normalization in the modular norm.⬆️
98
clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them⬆️
99
taming-transformers
Taming Transformers for High-Resolution Image Synthesis⬆️
100
florence2-finetuning
Quick exploration into fine tuning florence 2⬆️
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