Popular GitHub Repositories for Token Reduction

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

Uniform Manifold Approximation and Projection

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

SwinIR: Image Restoration Using Swin Transformer (official repository)

Recurrent neural network for audio noise reduction

? KIMI AI 长文本大模型逆向API【特长：长文本解读整理】，支持高速流式输出、智能体对话、联网搜索、探索版、K1思考模型、长文档解读、图像解析、多轮对话，零配置部署，多路token支持，自动清理会话痕迹，仅供测试，如需商用请前往官方开放平台。

⚡️ Python client for the unofficial ChatGPT API with auto token regeneration, conversation tracking, proxy support and more.

Module for automatic summarization of text documents and HTML pages.

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

? DeepSeek-V3 R1大模型逆向API【特长：良心厂商】（官方贼便宜，建议直接走官方），支持高速流式输出、多轮对话，联网搜索，R1深度思考，零配置部署，多路token支持，仅供测试，如需商用请前往官方开放平台。

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

QualityScaler - image/video AI upscaler app

Collection of popular and reproducible image denoising works.

Text Classification Algorithms: A Survey

Easy token price estimates for 400+ LLMs. TokenOps.

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization

Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI

? 阿里通义千问2.5大模型逆向API【特长：六边形战士】，支持高速流式输出、无水印AI绘图、长文档解读、图像解析、联网检索、多轮对话，零配置部署，多路token支持，自动清理会话痕迹，仅供测试，如需商用请前往官方开放平台。