fishaudio / fish-speech

SOTA Open Source TTS

tobi / qmd

mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

lucidrains / vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

OpenBMB / MiniCPM

MiniCPM5: SOTA on-device LLMs, small yet powerful.

roboflow / rf-detr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

mikel-brostrom / boxmot

BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes

microsoft / CUAWright

A simple SWE-style browser+desktop agent framework that achieves SOTA results on long-horizon CUA tasks

NVIDIA / Model-Optimizer

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.

llm-as-a-verifier / llm-as-a-verifier

LLM-as-a-Verifier is a general-purpose framework that provides fine-grained feedback for any agent without requiring additional training. It achieves SOTA performance across coding, robotics, and medical agentic benchmarks.

ikawrakow / ik_llama.cpp

llama.cpp fork with additional SOTA quants and improved performance

FluidInference / FluidAudio

Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.

intel / neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

Zleap-AI / SAG

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

WenjieDu / PyPOTS

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

Edge0-AI / Audio8_TTS

SOTA-Class TTS at Compact Scale

google / uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

yueliu1999 / Awesome-Deep-Graph-Clustering

[IEEE T-KDE 2026] Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

AlayaLab / Evoke

Official implementation of EVOKE: Endless Interactive World with Bounded State and Long-Horizon Supervision. A three-step, CFG-free interactive world model. SOTA on WBench.

zli12321 / Vision-Language-Models-Overview

A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.

cocel-postech / genz-icp

GenZ-ICP: SOTA robust LiDAR odometry (IEEE RA-L 2025)

tsinghua-fib-lab / AutoSOTA

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microsoft / RPG-ZeroRepo

[ICLR 2026] RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

memoket / memoket-kite

An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval with significantly less context.

groundingpi / GroundingPI

A 4B grounding foundation model for physical intelligence. Unifies detection, referring, pointing, OCR, GUI, and layout grounding, achieving SOTA overall across 34 benchmarks and improving robot generalization and data efficiency in controlled evaluations.

cocel-postech / genz-lio

GenZ-LIO: SOTA robust LiDAR-inertial odometry (IEEE T-FR 2026)

Saganaki22 / ComfyUI-Breeze-TTS-2

Breeze TTS 2 nodes for ComfyUI: voice clone, voice design, and voice direction with bilingual (EN/ZH) speech, inline vocal events, INT8 ConvRot quantized builds, and full ComfyUI / AIMDO dynamic-VRAM integration.

gxCaesar / open-research-skills

从选题到可复现发布：十个可独立安装的科研 agent skill —— 顶会/期刊论文、科研绘图、基金 proposal 撰写、方法迭代到 SOTA、冷审与代码数据发布。Ten installable agent skills for research: scientific figures, conference and journal manuscripts, research funding proposals, method development, cold review and artifact release.

meta-sota / ComfyUI-MiniMaxH3-API

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igrbible / Ruach_Studio

Unbelievable Ruach Studio Sound Heresy. Borderless Open Weights SUNO Killer based on YuE2 SOTA Model. Creator, Writer, Refiner, Artist, Librarian, Trainer — Six as One. Everything you missed in SUNO and such. Turn the songs of your Heart into thundering energy — clear and unmuffled. Thus we call it OSEM: Open Source, Engaged & Musical.

logolabs / inkvec

SoTA Vectorizer on the pareto frontier

minnesotanlp / meta-n

Code for Zae Myung Kim's paper titled "Meta^n: Recursive Self-Improvement through Emergent Depth"

JenniceXie / sota-options-rl

SOTA: strategy-level reinforcement learning for options portfolio management — code release for the paper