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 |
|---|---|---|---|---|
| 151 | dkozlov/awesome-knowledge-distillation Awesome Knowledge Distillation | 剪枝与蒸馏 | 3.9k | 2026-10-26 14:33 UTC |
| 152 | LazyAGI/LazyLLM Easiest and laziest way for building multi-agent LLMs applications. | 零代码微调平台 | 3.9k | 2026-11-10 10:03 UTC |
| 153 | yuanzhoulvpi2017/zero_nlp 中文nlp解决方案(大模型、数据、模型、训练、推理) | 训练框架 | 3.8k | 2025-08-05 01:26 UTC |
| 154 | lightly-ai/lightly A python library for self-supervised learning and latent world models on images. | 向量化 / 重排服务 | 3.8k | 2026-11-06 20:38 UTC |
| 155 | eosphoros-ai/Awesome-Text2SQL Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more. | 零代码微调平台 | 3.8k | 2026-01-26 01:46 UTC |
| 156 | polyaxon/polyaxon AI Infra / AI Orchestration / AI Control Plane | 容器 / Kubernetes | 3.7k | 2026-11-10 10:09 UTC |
| 157 | superlinked/sie Open-source inference server and production cluster for all the models your agent needs. | 数据管道 / ETL | 3.5k | 2026-11-10 17:21 UTC |
| 158 | opengeos/geoai GeoAI: Artificial Intelligence for Geospatial Data | GIS / 地图 | 3.5k | 2026-11-09 03:05 UTC |
| 159 | catalyst-team/catalyst Accelerated deep learning R&D | 检测 / 分割 | 3.4k | 2026-07-08 21:40 UTC |
| 160 | deepdoctection/deepdoctection A Repo For Document AI | 训练框架 | 3.3k | 2026-10-21 11:07 UTC |
| 161 | onnx/onnx-tensorrt ONNX-TensorRT: TensorRT backend for ONNX | 格式转换 | 3.2k | 2026-10-09 16:09 UTC |
| 162 | Djdefrag/QualityScaler QualityScaler - image/video AI upscaler app | 格式转换 | 3.2k | 2026-08-27 09:42 UTC |
| 163 | pnnbao97/VieNeu-TTS Vietnamese TTS with instant voice cloning • On-device • Real-time CPU inference • 48kHz audio quality • Chuyển văn bản thành giọng nói tiếng Việt • Text to speech tiếng Việt • TTS tiếng Việt | 语音 | 3.2k | 2026-11-10 15:58 UTC |
| 164 | SharpAI/DeepCamera Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC. | 智能家居 | 3.1k | 2026-09-17 00:43 UTC |
| 165 | HeyWillow/willow Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative | IoT / 固件 | 3.1k | 2026-11-01 00:35 UTC |
| 166 | jingyi0000/VLM_survey Collection of AWESOME vision-language models for vision tasks | 视觉语言模型 | 3.1k | 2026-10-05 20:54 UTC |
| 167 | jslee02/awesome-robotics-libraries :sunglasses: A curated list of robotics libraries and software | ROS / 机器人框架 | 3.1k | 2026-11-09 18:27 UTC |
| 168 | hegelai/prompttools Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB). | 向量化 / 重排服务 | 3.1k | 2026-02-11 03:24 UTC |
| 169 | pytorch/TensorRT PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT | 单板机 / 边缘设备 | 3.0k | 2026-11-10 16:15 UTC |
| 170 | ogkalu2/comic-translate AI comic and manga translator app/browser extension for automatically translating comics, manga, manhwa, BDs, fumetti, and more in multiple languages and formats (Images, PDF, EPUB, CBR, CBZ etc). | 翻译 | 3.0k | 2026-11-09 10:19 UTC |
| 171 | sherlockchou86/VideoPipe A cross-platform video structuring (video analysis) framework based on CV models & mLLM. | 检测 / 分割 | 3.0k | 2026-02-25 02:50 UTC |
| 172 | MaximeVandegar/Papers-in-100-Lines-of-Code Implementation of papers in 100 lines of code. | 图像生成 | 2.9k | 2026-10-22 23:00 UTC |
| 173 | readbeyond/aeneas aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment) | 训练框架 | 2.9k | 2026-07-25 10:22 UTC |
| 174 | kha-white/manga-ocr Optical character recognition for Japanese text, with the main focus being Japanese manga | 文档解析 / OCR | 2.8k | 2026-07-19 08:43 UTC |
| 175 | autodistill/autodistill Images to inference with no labeling (use foundation models to train supervised models). | 检测 / 分割 | 2.8k | 2026-09-29 02:01 UTC |
| 176 | qualcomm/aimet AIMET is a library that provides advanced quantization and compression techniques for trained neural network models. | 量化 | 2.7k | 2026-11-10 16:47 UTC |
| 177 | torch-points3d/torch-points3d Pytorch framework for doing deep learning on point clouds. | 检测 / 分割 | 2.7k | 2026-10-12 21:55 UTC |
| 178 | stochasticai/xTuring Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6 | 零代码微调平台 | 2.7k | 2026-11-05 02:52 UTC |
| 179 | enpeizhao/CVprojects computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system) | IoT / 固件 | 2.7k | 2025-12-26 12:52 UTC |
| 180 | hora-search/hora 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 . | 搜索引擎 / 全文检索 | 2.7k | 2026-02-17 13:34 UTC |
| 181 | plexe-ai/plexe ✨ Build a machine learning model from a prompt | MLOps 平台 | 2.6k | 2026-03-06 11:41 UTC |
| 182 | Exorust/TorchLeet LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor. | 后训练 / RLHF | 2.6k | 2026-11-06 14:52 UTC |
| 183 | onnx/tensorflow-onnx Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX | 格式转换 | 2.6k | 2026-11-03 07:44 UTC |
| 184 | jolibrain/deepdetect Deep Learning Server and CLI for Torch and TensorRT | 检测 / 分割 | 2.6k | 2026-11-10 13:03 UTC |
| 185 | abhineet123/Deep-Learning-for-Tracking-and-Detection Collection of papers, datasets, code and other resources for object tracking and detection using deep learning | 检测 / 分割 | 2.5k | 2026-03-09 08:39 UTC |
| 186 | milvus-io/bootcamp Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc. | 向量化 / 重排服务 | 2.5k | 2026-10-21 10:07 UTC |
| 187 | ailia-ai/ailia-models The collection of pre-trained, state-of-the-art AI models for ailia SDK | 时序预测 | 2.4k | 2026-11-10 13:25 UTC |
| 188 | eikek/docspell Assist in organizing your piles of documents, resulting from scanners, e-mails and other sources with miminal effort. | 训练框架 | 2.3k | 2026-11-06 17:32 UTC |
| 189 | salesforce/TransmogrifAI TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning | 训练框架 | 2.3k | 2026-06-02 18:03 UTC |
| 190 | NVlabs/MambaVision [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone | 检测 / 分割 | 2.3k | 2026-03-11 20:34 UTC |
| 191 | azavea/raster-vision An open source library and framework for deep learning on satellite and aerial imagery. | GIS / 地图 | 2.2k | 2026-06-04 14:59 UTC |
| 192 | DigitalPhonetics/IMS-Toucan Controllable and fast Text-to-Speech for over 7000 languages! | 语音 | 2.2k | 2026-01-25 14:45 UTC |
| 193 | fastmachinelearning/hls4ml Machine learning on FPGAs using HLS | 格式转换 | 2.2k | 2026-11-09 21:32 UTC |
| 194 | githubharald/SimpleHTR Handwritten Text Recognition (HTR) system implemented with TensorFlow. | 文档解析 / OCR | 2.2k | 2026-06-25 16:14 UTC |
| 195 | NannyML/nannyml nannyml: post-deployment data science in python | 分析 / BI | 2.2k | 2025-07-12 08:12 UTC |
| 196 | amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal) | 图像生成 | 2.1k | 2025-11-17 17:13 UTC |
| 197 | vitoplantamura/OnnxStream Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK. Python, C# and JS(WASM) bindings available. | 格式转换 | 2.1k | 2026-06-18 17:04 UTC |
| 198 | NanoNets/docext An on-premises, OCR-free unstructured data extraction, markdown conversion and benchmarking toolkit. (https://idp-leaderboard.org/) | 训练框架 | 2.1k | 2026-03-17 09:41 UTC |
| 199 | mapbox/robosat Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds | GIS / 地图 | 2.1k | 2026-06-29 15:11 UTC |
| 200 | TianZerL/Anime4KCPP A high performance anime upscaler | 视频转码与编辑 | 2.0k | 2026-07-04 17:01 UTC |