训练框架
374 条大规模预训练与微调的框架。
| # | 仓库 | 分类 | Stars | 最近推送 |
|---|---|---|---|---|
| 201 | Andrew-Jang/RAGHub A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem. | 训练框架 | 2.0k | 2026-07-28 00:51 UTC |
| 202 | youngfish42/Awesome-FL Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops) | 知识图谱 | 2.0k | 2026-10-18 01:59 UTC |
| 203 | intel/intel-extension-for-pytorch A Python package for extending the official PyTorch that can easily obtain performance on Intel platform | 量化 | 2.0k | 2026-03-30 08:35 UTC |
| 204 | apple-aiml-research/ml-cvnets CVNets: A library for training computer vision networks | 检测 / 分割 | 2.0k | 2026-09-11 15:55 UTC |
| 205 | ymcui/Chinese-LLaMA-Alpaca-3 中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3 | 训练框架 | 2.0k | 2026-04-19 00:59 UTC |
| 206 | robertknight/ocrs Rust library and CLI tool for OCR (extracting text from images) | 文档解析 / OCR | 1.9k | 2026-11-08 17:31 UTC |
| 207 | wq2012/awesome-diarization A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources. | 语音推理 | 1.9k | 2026-10-26 14:47 UTC |
| 208 | john-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. | 检测 / 分割 | 1.9k | 2026-10-27 03:12 UTC |
| 209 | jsksxs360/How-to-use-Transformers Transformers 库快速入门教程 | 训练框架 | 1.9k | 2026-02-24 06:26 UTC |
| 210 | zhihongz/awesome-low-light-image-enhancement This is a resouce list for low light image enhancement | 图像处理 | 1.9k | 2026-11-02 02:46 UTC |
| 211 | changh95/visual-slam-roadmap Roadmap to become a Visual-SLAM developer in 2026 | ROS / 机器人框架 | 1.8k | 2026-07-19 23:40 UTC |
| 212 | s60sc/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. | IoT / 固件 | 1.8k | 2026-11-07 19:33 UTC |
| 213 | tsurumeso/vocal-remover Vocal Remover using Deep Neural Networks | 检测 / 分割 | 1.8k | 2026-09-10 11:39 UTC |
| 214 | datastax/jvector JVector: the most advanced embedded vector search engine | 搜索引擎 / 全文检索 | 1.8k | 2026-11-10 17:17 UTC |
| 215 | lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation. | 剪枝与蒸馏 | 1.7k | 2026-11-07 21:21 UTC |
| 216 | 4paradigm/OpenMLDB OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference. | MLOps 平台 | 1.7k | 2026-11-10 14:09 UTC |
| 217 | aiff22/DPED Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks | 图像处理 | 1.7k | 2025-08-23 13:24 UTC |
| 218 | kotaro-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. | 文档解析 / OCR | 1.7k | 2026-11-10 02:47 UTC |
| 219 | InterDigitalInc/CompressAI A PyTorch library and evaluation platform for end-to-end compression research | 压缩解压 | 1.7k | 2026-10-29 06:13 UTC |
| 220 | pypose/pypose A library for differentiable robotics on manifolds. | ROS / 机器人框架 | 1.6k | 2026-11-06 04:16 UTC |
| 221 | Babyhamsta/Aimmy Universal Second Eye for Gamers with Impairments (Universal AI Aim Aligner (AI Aimbot) - ONNX/YOLOv8 - C#) | 格式转换 | 1.6k | 2026-10-04 21:29 UTC |
| 222 | DT42/BerryNet Deep learning gateway on Raspberry Pi and other edge devices | 单板机 / 边缘设备 | 1.6k | 2026-10-31 16:13 UTC |
| 223 | Xilinx/brevitas Brevitas: neural network quantization in PyTorch | 量化 | 1.6k | 2026-11-10 16:36 UTC |
| 224 | currentslab/awesome-vector-search Collections of vector search related libraries, service and research papers | 搜索引擎 / 全文检索 | 1.6k | 2026-07-06 04:12 UTC |
| 225 | tensorflow/model-optimization A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. | 量化 | 1.6k | 2026-11-08 07:08 UTC |
| 226 | robocorp/rpaframework Collection of open-source libraries and tools for Robotic Process Automation (RPA), designed to be used with both Robot Framework and Python | 训练框架 | 1.6k | 2026-11-02 17:22 UTC |
| 227 | BloodAxe/pytorch-toolbelt PyTorch extensions for fast R&D prototyping and Kaggle farming | 检测 / 分割 | 1.6k | 2025-10-09 19:41 UTC |
| 228 | zubair-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 | 3D 重建 | 1.6k | 2025-07-12 09:38 UTC |
| 229 | microsoft/vscode-jupyter VS Code Jupyter extension | 编辑器 / IDE | 1.5k | 2026-11-05 17:21 UTC |
| 230 | rzru/nightingale Machine learning powered Karaoke app (with scores!) | 语音推理 | 1.5k | 2026-11-09 16:05 UTC |
| 231 | open-mmlab/mmengine OpenMMLab Foundational Library for Training Deep Learning Models | 训练框架 | 1.5k | 2026-07-13 07:30 UTC |
| 232 | ARahim3/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. | 参数高效微调 | 1.5k | 2026-06-23 12:24 UTC |
| 233 | fendouai/OpenCVTutorials OpenCV-Python4.1 中文文档 | 检测 / 分割 | 1.4k | 2026-07-28 08:43 UTC |
| 234 | yangyanli/PointCNN PointCNN: Convolution On X-Transformed Points (NeurIPS 2018) | 自动驾驶 | 1.4k | 2026-03-12 12:31 UTC |
| 235 | SKTBrain/KoBERT Korean BERT pre-trained cased (KoBERT) | 训练框架 | 1.4k | 2025-06-14 19:06 UTC |
| 236 | explosion/spacy-llm 🦙 Integrating LLMs into structured NLP pipelines | 训练框架 | 1.4k | 2026-10-23 14:07 UTC |
| 237 | FireRedTeam/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. | 图像生成 | 1.4k | 2026-04-03 17:02 UTC |
| 238 | PrunaAI/pruna Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead. | 图像生成 | 1.4k | 2026-11-09 21:55 UTC |
| 239 | open-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). | 检测 / 分割 | 1.4k | 2026-11-10 17:09 UTC |
| 240 | shivammehta25/Matcha-TTS [ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching | 图像生成 | 1.4k | 2026-11-02 23:51 UTC |
| 241 | ImprintLab/MedSegDiff Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper] | 检测 / 分割 | 1.4k | 2025-09-10 15:49 UTC |
| 242 | onnx/onnx-tensorflow Tensorflow Backend for ONNX | 格式转换 | 1.3k | 2026-08-23 06:56 UTC |
| 243 | Tongjilibo/bert4torch An elegent pytorch implement of transformers | 训练框架 | 1.3k | 2026-05-16 12:38 UTC |
| 244 | Capsize-Games/airunner Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows | 图像生成 | 1.3k | 2026-11-10 01:46 UTC |
| 245 | eliorc/node2vec Implementation of the node2vec algorithm. | 向量化 / 重排服务 | 1.3k | 2025-10-06 17:29 UTC |
| 246 | plemeri/transparent-background This is a background removing tool powered by InSPyReNet (ACCV 2022) | 图像处理 | 1.3k | 2026-07-08 08:27 UTC |
| 247 | digantamisra98/Mish Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020] | 检测 / 分割 | 1.3k | 2026-07-20 10:05 UTC |
| 248 | stardist/stardist StarDist - Object Detection with Star-convex Shapes | 检测 / 分割 | 1.3k | 2026-02-14 16:16 UTC |
| 249 | basetenlabs/truss The simplest way to serve AI/ML models in production | MLOps 平台 | 1.2k | 2026-11-10 17:19 UTC |
| 250 | openvinotoolkit/nncf Neural Network Compression Framework for enhanced OpenVINO™ inference | 量化 | 1.2k | 2026-11-09 18:58 UTC |