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#transformers (30 Repositories)

Ranked open-source repositories tagged with #transformers, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

59.0%

Avg Review Latency

29.3h

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30 repositories tagged #transformers

S TierC# 583

zhongkaifu/TensorSharp

A native .NET LLM inference engine and agent runtime for GGUF models. TensorSharp provides a console application, a web-based chatbot interface, iPhone App, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/iOS/Linux with full GPU capability

89.0%
Merge Rate
1d
First Review
80%
1st-Timers
7
Maintainers
A TierPython 9.3k

NVlabs/Sana

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

73.5%
Merge Rate
-
First Review
75%
1st-Timers
5
Maintainers
A TierPython 7.3k

vladmandic/sdnext

SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing

88.2%
Merge Rate
2d
First Review
67%
1st-Timers
11
Maintainers
A TierPython 2.5k

mflux-community/mflux

Apple MLX native implementations of state-of-the-art generative image & video models

63.2%
Merge Rate
-
First Review
100%
1st-Timers
21
Maintainers
A TierPython 13.0k

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

69.1%
Merge Rate
7h
First Review
50%
1st-Timers
22
Maintainers
A TierRust 704 1 GFIs

Avarok-Cybersecurity/atlas

Pure Rust Inference Engine

47.6%
Merge Rate
14h
First Review
56%
1st-Timers
20
Maintainers
A TierPython 1.6k 2 GFIs

intel/auto-round

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

68.4%
Merge Rate
-
First Review
62%
1st-Timers
23
Maintainers
A TierPython 21.8k

huggingface/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

53.6%
Merge Rate
-
First Review
57%
1st-Timers
82
Maintainers
A TierPython 18.1k 2 GFIs

NVIDIA/Megatron-LM

Ongoing research training transformer models at scale

44.4%
Merge Rate
-
First Review
38%
1st-Timers
196
Maintainers
A TierPython 1.3k

ModelCloud/GPTQModel

LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.

85.4%
Merge Rate
11d
First Review
57%
1st-Timers
3
Maintainers
A TierJava 5.2k

grobidOrg/grobid

A machine learning software for extracting information from scholarly documents

81.1%
Merge Rate
-
First Review
67%
1st-Timers
12
Maintainers
A TierPython 1.2k

NVIDIA/kvpress

LLM KV cache compression made easy

72.7%
Merge Rate
21h
First Review
67%
1st-Timers
12
Maintainers
A TierPython 4.3k

SwanHubX/SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

76.0%
Merge Rate
-
First Review
50%
1st-Timers
3
Maintainers
A TierPython 8.0k

Blaizzy/mlx-audio

A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

51.7%
Merge Rate
7h
First Review
43%
1st-Timers
18
Maintainers
A TierPython 7.8k

MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

42.9%
Merge Rate
1d
First Review
50%
1st-Timers
7
Maintainers
B TierPython 11.2k 1 GFIs

data-privacy-stack/presidio

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

51.2%
Merge Rate
2d
First Review
58%
1st-Timers
43
Maintainers
B TierPython 75.0k

hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

34.6%
Merge Rate
1d
First Review
40%
1st-Timers
69
Maintainers
B TierSwift 6.4k

argmaxinc/argmax-oss-swift

On-device Speech AI for Apple Silicon

39.6%
Merge Rate
5d
First Review
44%
1st-Timers
18
Maintainers
B TierTypeScript 208

Sudharsanselvaraj/Token-Print

Interactive 3D visualization platform for exploring transformer architectures, tensors, and real-time LLM inference.

56.0%
Merge Rate
1h
First Review
67%
1st-Timers
1
Maintainers
B TierPython 3.8k

google-research/scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

100.0%
Merge Rate
3d
First Review
100%
1st-Timers
2
Maintainers
B TierJavaScript 16.3k

huggingface/transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

16.0%
Merge Rate
<1h
First Review
25%
1st-Timers
35
Maintainers
B TierPython 432

RMA-MUN/RAGNotebook

基于LangChain、FastAPI和React的RAG项目,主分支为基于RAG的智能笔记助手,base-rag分支为开箱即用的基础RAG项目供学习使用

80.0%
Merge Rate
2d
First Review
100%
1st-Timers
0
Maintainers
B TierRust 11.2k

huggingface/tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

37.2%
Merge Rate
-
First Review
0%
1st-Timers
53
Maintainers
B TierPython 125

lucidrains/mimic-video

Implementation of Mimic-Video, Video-Action Models for SOTA Generalizable Robot Control Beyond VLAs

50.0%
Merge Rate
2h
First Review
100%
1st-Timers
0
Maintainers
B TierJavaScript 1.8k

lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、大语言模型,Agent等技术的前沿追踪、研究与应用。

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 477

inseq-team/inseq

Interpretability for sequence generation models 🐛 🔍

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierJava 10.5k

niedev/RTranslator

Open source real-time translation app for Android that runs locally

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 112

ViperEkura/AstrAI

A lightweight Transformer training & inference framework

22.2%
Merge Rate
2h
First Review
40%
1st-Timers
1
Maintainers
B TierPython 3.5k

huggingface/optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

15.0%
Merge Rate
17h
First Review
0%
1st-Timers
14
Maintainers
B TierPython 213

huggingface/optimum-habana

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

62.5%
Merge Rate
6d
First Review
50%
1st-Timers
3
Maintainers