训练框架

374 条

大规模预训练与微调的框架。

#仓库Stars
201Andrew-Jang/RAGHub
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
2.0k
202youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
2.0k
203intel/intel-extension-for-pytorch
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
2.0k
204apple-aiml-research/ml-cvnets
CVNets: A library for training computer vision networks
2.0k
205ymcui/Chinese-LLaMA-Alpaca-3
中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3
2.0k
206robertknight/ocrs
Rust library and CLI tool for OCR (extracting text from images)
1.9k
207wq2012/awesome-diarization
A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.
1.9k
208john-rocky/CoreML-Models
Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.
1.9k
209jsksxs360/How-to-use-Transformers
Transformers 库快速入门教程
1.9k
210zhihongz/awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
1.9k
211changh95/visual-slam-roadmap
Roadmap to become a Visual-SLAM developer in 2026
1.8k
212s60sc/ESP32-CAM_MJPEG2SD
ESP32 Camera motion capture application to record JPEGs to SD card as AVI files and stream to browser as MJPEG. If a microphone is installed then a WAV file is also created. Files can be uploaded via FTP or downloaded to browser.
1.8k
213tsurumeso/vocal-remover
Vocal Remover using Deep Neural Networks
1.8k
214datastax/jvector
JVector: the most advanced embedded vector search engine
1.8k
215lightly-ai/lightly-train
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
1.7k
2164paradigm/OpenMLDB
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
1.7k
217aiff22/DPED
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
1.7k
218kotaro-kinoshita/yomitoku
YomiTokuはAIを活用した日本語文書解析エンジンを提供するPythonパッケージです。 Yomitoku is an AI-powered document image analysis package designed specifically for the Japanese language.
1.7k
219InterDigitalInc/CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
1.7k
220pypose/pypose
A library for differentiable robotics on manifolds.
1.6k
221Babyhamsta/Aimmy
Universal Second Eye for Gamers with Impairments (Universal AI Aim Aligner (AI Aimbot) - ONNX/YOLOv8 - C#)
1.6k
222DT42/BerryNet
Deep learning gateway on Raspberry Pi and other edge devices
1.6k
223Xilinx/brevitas
Brevitas: neural network quantization in PyTorch
1.6k
224currentslab/awesome-vector-search
Collections of vector search related libraries, service and research papers
1.6k
225tensorflow/model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
1.6k
226robocorp/rpaframework
Collection of open-source libraries and tools for Robotic Process Automation (RPA), designed to be used with both Robot Framework and Python
1.6k
227BloodAxe/pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
1.6k
228zubair-irshad/Awesome-Implicit-NeRF-Robotics
A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites
1.6k
229microsoft/vscode-jupyter
VS Code Jupyter extension
1.5k
230rzru/nightingale
Machine learning powered Karaoke app (with scores!)
1.5k
231open-mmlab/mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
1.5k
232ARahim3/mlx-tune
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.
1.5k
233fendouai/OpenCVTutorials
OpenCV-Python4.1 中文文档
1.4k
234yangyanli/PointCNN
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
1.4k
235SKTBrain/KoBERT
Korean BERT pre-trained cased (KoBERT)
1.4k
236explosion/spacy-llm
🦙 Integrating LLMs into structured NLP pipelines
1.4k
237FireRedTeam/FireRed-Image-Edit
FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art performance with precise instruction following, high-fidelity generation, superior identity consistency, and seamless multi-element fusion.
1.4k
238PrunaAI/pruna
Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.
1.4k
239open-edge-platform/geti
Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, optimized for Intel® XPU (CUDA also supported).
1.4k
240shivammehta25/Matcha-TTS
[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
1.4k
241ImprintLab/MedSegDiff
Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]
1.4k
242onnx/onnx-tensorflow
Tensorflow Backend for ONNX
1.3k
243Tongjilibo/bert4torch
An elegent pytorch implement of transformers
1.3k
244Capsize-Games/airunner
Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows
1.3k
245eliorc/node2vec
Implementation of the node2vec algorithm.
1.3k
246plemeri/transparent-background
This is a background removing tool powered by InSPyReNet (ACCV 2022)
1.3k
247digantamisra98/Mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
1.3k
248stardist/stardist
StarDist - Object Detection with Star-convex Shapes
1.3k
249basetenlabs/truss
The simplest way to serve AI/ML models in production
1.2k
250openvinotoolkit/nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
1.2k