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Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, ...) and 200+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, Llava, GLM4v, Ph…
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
一些关于目标检测的脚本的改进思路代码，详细请看readme.md
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Safety helmet wearing detect dataset, with pretrained model
A very simple GRPO implement for reproducing r1-like LLM thinking.
[CVPR 2025] DEIM: DETR with Improved Matching for Fast Convergence
Implementation of "YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception".
[NeurIPS 2024 spotlight] Offical implementation of MSFA and release of SARDet_100K dataset for Large-Scale Synthetic Aperture Radar (SAR) Object Detection
This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kern…
the official pytorch implementation of “Mamba-YOLO：SSMs-based for Object Detection”
Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory wh…
AI demo for playing ARPG/Soul-like game with RL frame
Diverse Branch Block: Building a Convolution as an Inception-like Unit
Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations
[CVPR 2025] Official implementation for the paper "RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark".
[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".