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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

39.5%

Avg Review Latency

41.7h

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30 repositories tagged #transformers

S TierC# 380

zhongkaifu/TensorSharp

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

91.8%
Merge Rate
1d
First Review
100%
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

86.1%
Merge Rate
2d
First Review
78%
1st-Timers
12
Maintainers
A TierPython 8.9k

NVlabs/Sana

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

82.9%
Merge Rate
1d
First Review
100%
1st-Timers
2
Maintainers
A TierPython 1.2k

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.

94.5%
Merge Rate
14d
First Review
100%
1st-Timers
2
Maintainers
A TierJava 5.1k

grobidOrg/grobid

A machine learning software for extracting information from scholarly documents

85.0%
Merge Rate
19h
First Review
100%
1st-Timers
11
Maintainers
A TierPython 1.6k 3 GFIs

intel/auto-round

A SOTA quantization toolkit for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers|简洁且高效的量化工具包

77.2%
Merge Rate
2d
First Review
71%
1st-Timers
19
Maintainers
A TierPython 2.3k

mflux-community/mflux

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

75.0%
Merge Rate
5h
First Review
83%
1st-Timers
13
Maintainers
A TierRust 669 1 GFIs

Avarok-Cybersecurity/atlas

Pure Rust Inference Engine

51.9%
Merge Rate
20h
First Review
38%
1st-Timers
27
Maintainers
B TierPython 17.7k 1 GFIs

NVIDIA/Megatron-LM

Ongoing research training transformer models at scale

51.0%
Merge Rate
10h
First Review
42%
1st-Timers
141
Maintainers
B TierPython 12.9k

neuml/txtai

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

65.4%
Merge Rate
14h
First Review
75%
1st-Timers
8
Maintainers
B TierPython 7.8k

MaartenGr/BERTopic

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

50.0%
Merge Rate
2d
First Review
100%
1st-Timers
4
Maintainers
B TierRust 11.0k

huggingface/tokenizers

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

43.2%
Merge Rate
12h
First Review
26%
1st-Timers
28
Maintainers
B TierPython 4.2k

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.

25.0%
Merge Rate
14h
First Review
0%
1st-Timers
1
Maintainers
B TierPython 74.4k

hiyouga/LlamaFactory

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

38.8%
Merge Rate
2d
First Review
47%
1st-Timers
51
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!

6.7%
Merge Rate
3h
First Review
0%
1st-Timers
25
Maintainers
B TierPython 5.9k

lucidrains/x-transformers

A concise but complete full-attention transformer with a set of promising experimental features from various papers

50.0%
Merge Rate
14d
First Review
0%
1st-Timers
1
Maintainers
B TierPython 9.5k

FareedKhan-dev/train-llm-from-scratch

A straightforward method for training your LLM, from downloading data to generating text.

63.6%
Merge Rate
4d
First Review
50%
1st-Timers
1
Maintainers
B TierPython 18.8k

stas00/ml-engineering

Machine Learning Engineering Open Book

33.3%
Merge Rate
4h
First Review
0%
1st-Timers
2
Maintainers
B TierSwift 6.3k 1 GFIs

argmaxinc/argmax-oss-swift

On-device Speech AI for Apple Silicon

40.4%
Merge Rate
5d
First Review
50%
1st-Timers
17
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

23.1%
Merge Rate
23h
First Review
0%
1st-Timers
7
Maintainers
C TierPython 121

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
D TierPython 67.4k

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 119

lucidrains/locoformer

LocoFormer - Generalist Locomotion via Long-Context Adaptation

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 348

lucidrains/soft-moe-pytorch

Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 330

nlpodyssey/cybertron

Cybertron: the home planet of the Transformers in Go

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 4.7k

cvg/LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 8.7k

FoundationVision/VAR

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 790

NVlabs/GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 789

lucidrains/phenaki-pytorch

Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 649

SkalskiP/top-cvpr-2023-papers

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Transformers Open Source Repositories & C-Rank™ | GetMerged