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The Top 23 Python Transformer Open Source Projects

Open source projects categorized as Python Transformer
Basaran ⭐ 1,279
Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.
most recent commit 3 months ago
Hopfield Layers ⭐ 1,258
Hopfield Networks is All You Need
most recent commit 2 years ago
Refinery ⭐ 1,257
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
total releases 8most recent commit 7 months ago
Whisper Timestamped ⭐ 1,217
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
dependent packages 3total releases 3most recent commit 3 months agopypi whisper-timestamped} Downloads
Sockeye ⭐ 1,190
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 85most recent commit 6 months ago
Gansformer ⭐ 1,188
Generative Adversarial Transformers
most recent commit 2 years ago
Pytorch Openai Transformer Lm ⭐ 1,182
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
most recent commit 5 years ago
Image To Latex ⭐ 1,177
Convert images of LaTex math equations into LaTex code.
most recent commit 2 years ago
Manga Ocr ⭐ 1,172
Optical character recognition for Japanese text, with the main focus being Japanese manga
dependent packages 3total releases 12most recent commit 4 months agopypi manga-ocr} Downloads
Torchdistill ⭐ 1,171
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
dependent packages 2total releases 24most recent commit 3 months agopypi torchdistill} Downloads
Restormer ⭐ 1,150
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
most recent commit 9 months ago
Contextualized Topic Models ⭐ 1,141
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
dependent packages 4total releases 30most recent commit 3 months agopypi contextualized-topic-models} Downloads
Transformer ⭐ 1,113
Transformer seq2seq model, program that can build a language translator from parallel corpus
most recent commit a year ago
Scikit Lego ⭐ 1,099
Extra blocks for scikit-learn pipelines.
total releases 20most recent commit 3 months ago
Awesome Backbones ⭐ 1,079
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
most recent commit 4 months ago
Nlp Paper ⭐ 1,070
自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py
total releases 2most recent commit 3 months ago
Semi Supervised Learning ⭐ 1,069
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
total releases 32most recent commit 3 months ago
Soundstorm Pytorch ⭐ 1,054
Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch
total releases 33most recent commit 4 months ago
Safe Rlhf ⭐ 1,040
Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
most recent commit 3 months ago
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
Transformer ⭐ 1,014
PyTorch Implementation of "Attention Is All You Need"
most recent commit 10 months ago
Mup ⭐ 1,006
maximal update parametrization (µP)
total releases 8most recent commit 6 months ago
Sparse_attention ⭐ 1,002
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
most recent commit 4 years ago
The 10 Most Depended On Python Transformer Open Source Projects
Graph Transformer Pytorch ⭐ 125
Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2
dependent packages 1total releases 4latest release January 13, 2022most recent commit 10 months agopypi graph-transformer-pytorch} Downloads
Codetransformer ⭐ 150
Python code object transformers
dependent packages 1total releases 15latest release September 10, 2017most recent commit 5 years agopypi codetransformer} Downloads
Pecos ⭐ 479
PECOS - Prediction for Enormous and Correlated Spaces
dependent packages 1total releases 16latest release October 13, 2023most recent commit 3 months agopypi libpecos} Downloads
Isab Pytorch ⭐ 44
An implementation of (Induced) Set Attention Block, from the Set Transformers paper
dependent packages 1total releases 9latest release January 10, 2023most recent commit a year agopypi isab-pytorch} Downloads
Enformer Pytorch ⭐ 359
Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
dependent packages 1total releases 98latest release November 03, 2023most recent commit 4 months agopypi enformer-pytorch} Downloads
Xpandas ⭐ 22
Universal 1d/2d data containers with Transformers functionality for data analysis.
dependent packages 1total releases 1latest release October 23, 2017most recent commit 6 years agopypi XPandas} Downloads
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35latest release December 09, 2023most recent commit 3 months agopypi bert4torch} Downloads
Chinese Clip ⭐ 2,816
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
dependent packages 1total releases 9latest release January 13, 2023most recent commit 5 months agopypi cn-clip} Downloads
Ginza Transformers ⭐ 14
Use custom tokenizers in spacy-transformers
dependent packages 1total releases 9latest release August 09, 2022most recent commit 2 years agopypi ginza-transformers} Downloads
Wellcomeml ⭐ 32
Retired repository for Machine Learning utils at the Wellcome Trust (now deprecated).
dependent packages 1total releases 20latest release March 21, 2022most recent commit 8 months agopypi wellcomeml} Downloads
The 10 Latest Releases In Python Transformer Open Source Projects
Product Key Memory ⭐ 50
Standalone Product Key Memory module in Pytorch - for augmenting Transformer models
dependent packages 4total releases 33latest release August 29, 2023most recent commit 8 months agopypi product-key-memory} Downloads
Wenet ⭐ 3,512
Production First and Production Ready End-to-End Speech Recognition Toolkit
total releases 13latest release August 29, 2023most recent commit 3 months ago
Modular Diffusion ⭐ 227
Python library for designing and training your own Diffusion Models with PyTorch.
total releases 4latest release August 28, 2023most recent commit 6 months ago
Manga Ocr ⭐ 1,172
Optical character recognition for Japanese text, with the main focus being Japanese manga
dependent packages 3total releases 12latest release August 27, 2023most recent commit 4 months agopypi manga-ocr} Downloads
Small Text ⭐ 509
Active Learning for Text Classification in Python
total releases 19latest release August 19, 2023most recent commit 3 months ago
Chatglm Efficient Tuning ⭐ 3,130
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
total releases 6latest release August 12, 2023most recent commit 6 months ago
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