训练框架

374 条

大规模预训练与微调的框架。

#仓库Stars
151dkozlov/awesome-knowledge-distillation
Awesome Knowledge Distillation
3.9k
152LazyAGI/LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
3.9k
153yuanzhoulvpi2017/zero_nlp
中文nlp解决方案(大模型、数据、模型、训练、推理)
3.8k
154lightly-ai/lightly
A python library for self-supervised learning and latent world models on images.
3.8k
155eosphoros-ai/Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
3.8k
156polyaxon/polyaxon
AI Infra / AI Orchestration / AI Control Plane
3.7k
157superlinked/sie
Open-source inference server and production cluster for all the models your agent needs.
3.5k
158opengeos/geoai
GeoAI: Artificial Intelligence for Geospatial Data
3.5k
159catalyst-team/catalyst
Accelerated deep learning R&D
3.4k
160deepdoctection/deepdoctection
A Repo For Document AI
3.3k
161onnx/onnx-tensorrt
ONNX-TensorRT: TensorRT backend for ONNX
3.2k
162Djdefrag/QualityScaler
QualityScaler - image/video AI upscaler app
3.2k
163pnnbao97/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
3.2k
164SharpAI/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.
3.1k
165HeyWillow/willow
Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative
3.1k
166jingyi0000/VLM_survey
Collection of AWESOME vision-language models for vision tasks
3.1k
167jslee02/awesome-robotics-libraries
:sunglasses: A curated list of robotics libraries and software
3.1k
168hegelai/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).
3.1k
169pytorch/TensorRT
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
3.0k
170ogkalu2/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).
3.0k
171sherlockchou86/VideoPipe
A cross-platform video structuring (video analysis) framework based on CV models & mLLM.
3.0k
172MaximeVandegar/Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
2.9k
173readbeyond/aeneas
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
2.9k
174kha-white/manga-ocr
Optical character recognition for Japanese text, with the main focus being Japanese manga
2.8k
175autodistill/autodistill
Images to inference with no labeling (use foundation models to train supervised models).
2.8k
176qualcomm/aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
2.7k
177torch-points3d/torch-points3d
Pytorch framework for doing deep learning on point clouds.
2.7k
178stochasticai/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
2.7k
179enpeizhao/CVprojects
computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)
2.7k
180hora-search/hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
2.7k
181plexe-ai/plexe
✨ Build a machine learning model from a prompt
2.6k
182Exorust/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.
2.6k
183onnx/tensorflow-onnx
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
2.6k
184jolibrain/deepdetect
Deep Learning Server and CLI for Torch and TensorRT
2.6k
185abhineet123/Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
2.5k
186milvus-io/bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
2.5k
187ailia-ai/ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
2.4k
188eikek/docspell
Assist in organizing your piles of documents, resulting from scanners, e-mails and other sources with miminal effort.
2.3k
189salesforce/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
2.3k
190NVlabs/MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
2.3k
191azavea/raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
2.2k
192DigitalPhonetics/IMS-Toucan
Controllable and fast Text-to-Speech for over 7000 languages!
2.2k
193fastmachinelearning/hls4ml
Machine learning on FPGAs using HLS
2.2k
194githubharald/SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
2.2k
195NannyML/nannyml
nannyml: post-deployment data science in python
2.2k
196amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
2.1k
197vitoplantamura/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.
2.1k
198NanoNets/docext
An on-premises, OCR-free unstructured data extraction, markdown conversion and benchmarking toolkit. (https://idp-leaderboard.org/)
2.1k
199mapbox/robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
2.1k
200TianZerL/Anime4KCPP
A high performance anime upscaler
2.0k