Python 排行榜

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Diagnose the performance of your RAG🩺

A1111, ComfyUI, Forge, Forge-Classic/Neo, ReForge, SD-UX - One NoteBook for Google Colab & Kaggle

This repo is the official pytorch implementation of the paper: CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation

Scalable group inference for generating high quality and diverse images with diffusion models.

Provides the ability to set the temperature for both UNET and CLIP. For ComfyUI. Has for side effect to improve non-native resolutions.

An easy way to view the images and metadata generated by Stable Diffusion's Automatic1111 WebUI

Custom nodes for ComfyUI.

Generating figures from research papers, using textual captions from the paper.

Visual Instruction Tuning for Qwen2 Base Model

MODA: open fashion retrieval benchmark and models by Hopit AI. MODA (203M, open source), MODA Pro Lite (213M, open weights), MODA Pro (hosted). Full-corpus benchmarks vs FashionSigLIP, SigLIP-SO400M and ZooClaw — one harness, losses shown. #1 open model on LookBench.

An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preprocessing, training with BLEU evaluation, and inference. Generates natural language captions for images with saved metrics, model checkpoints, and visualization outputs.

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech understanding

AI commit messages from your local LLM - Ollama / llama-cpp backed, offline, Conventional Commits, with review + changelog modes.

A CLI-first AI code review tool for git diffs and CI workflows. Analyze changes with relevant codebase context using local Ollama models or cloud LLMs.

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

AI Data Engineering Healthcare Platform: PySpark Medallion Lakehouse, Airflow DAGs, 5 ML Models, Local LLM RAG, and FastAPI Clinical Architecture.

Repository of Ollama Models!

A Continual Learning Framework for Production LLM Agents