An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "transformers" keyword

Top 6.0% on pypi.org
ms-swift 4.5.3
Swift: Scalable lightWeight Infrastructure for Fine-Tuning
136 versions - Latest release: 28 days ago - 2 dependent packages - 9 dependent repositories - 48 thousand downloads last month - 15,776 stars on GitHub - 2 maintainers
flash-dmattn 1.2.2
Flash Dynamic Mask Attention: Fast and Memory-Efficient Trainable Dynamic Mask Sparse Attention
7 versions - Latest release: 11 months ago - 18 downloads last month - 766 stars on GitHub - 1 maintainer
cans-framework 3.1.4
A production-ready deep learning framework for causal inference on structured, textual, and heter...
6 versions - Latest release: about 1 year ago - 38 downloads last month - 0 stars on GitHub - 1 maintainer
mortgage-copilot 0.1.1
Agentic Mortgage Co-Pilot: A reusable, production-ready Python package that plugs generative-AI a...
2 versions - Latest release: about 1 year ago - 41 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
jury 2.3.1
Evaluation toolkit for neural language generation.
23 versions - Latest release: over 2 years ago - 1 dependent package - 2 dependent repositories - 884 downloads last month - 187 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
chatdocs 0.2.6
Chat with your documents offline using AI.
11 versions - Latest release: about 3 years ago - 1 dependent repositories - 58 downloads last month - 738 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
ctransformers 0.2.27
Python bindings for the Transformer models implemented in C/C++ using GGML library.
30 versions - Latest release: about 3 years ago - 29 dependent packages - 73 dependent repositories - 40.5 thousand downloads last month - 1,887 stars on GitHub - 1 maintainer
pdf2markdown 0.3.0
Python library and CLI tool that leverages LLMs to convert technical PDF documents to well-struct...
2 versions - Latest release: about 1 year ago - 43 downloads last month - 1 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
bert4torch 0.6.2
an elegant bert4torch
57 versions - Latest release: 5 months ago - 2 dependent packages - 1 dependent repositories - 136 downloads last month - 1,325 stars on GitHub - 1 maintainer
rungpt 0.1.1
An open-source cloud-native of large multi-modal models (LMMs) serving framework.
2 versions - Latest release: about 3 years ago - 17 downloads last month - 168 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
curated-transformers 2.0.1
A PyTorch library of transformer models and components
26 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 520 thousand downloads last month - 890 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
flamingo-pytorch 0.1.2
Flamingo - Pytorch
19 versions - Latest release: almost 4 years ago - 3 dependent packages - 1 dependent repositories - 1.95 thousand downloads last month - 1,267 stars on GitHub - 1 maintainer
context-compressor 1.0.3
AI-powered text compression for RAG systems and API calls to reduce token usage and costs
4 versions - Latest release: about 1 year ago - 88 downloads last month - 90 stars on GitHub - 1 maintainer
zetascale 2.8.8 💰
LEGO blocks for AI: Build state-of-the-art models faster with modular PyTorch components.
195 versions - Latest release: 11 months ago - 72 dependent packages - 3.04 thousand downloads last month - 605 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
text2text 1.9.5
Text2Text Language Modeling Toolkit
192 versions - Latest release: over 1 year ago - 4 dependent repositories - 514 downloads last month - 304 stars on GitHub - 1 maintainer
hift 0.0.5
PyTorch implementation of 'HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy', a memory-ef...
5 versions - Latest release: over 2 years ago - 14 downloads last month - 21 stars on GitHub - 1 maintainer
vmlx 1.6.74
MLX inference server for Apple Silicon — Text, Image, Video & Audio generation
169 versions - Latest release: about 20 hours ago - 3.75 thousand downloads last month - 886 stars on GitHub - 1 maintainer
precious-nlp 0.1.2
A tokenizer-free NLP library with T-FREE, CANINE, and byte-level approaches
3 versions - Latest release: about 1 year ago - 173 downloads last month - 0 stars on GitHub - 1 maintainer
qwen 0.1.1 💰
Qwen VL - Pytorch
4 versions - Latest release: over 2 years ago - 1.01 thousand downloads last month - 13 stars on GitHub - 1 maintainer
efficient-transformer 0.1.16
Efficient transformer inference with pruning, freezing, and COâ‚‚ tracking.
2 versions - Latest release: about 1 year ago
nlp-models 4.2.2
Transformers based NLP models
21 versions - Latest release: almost 3 years ago - 97 downloads last month - 3 stars on GitHub - 1 maintainer
pyfastedit 0.0.5
Editing large language models within 10 seconds
5 versions - Latest release: about 3 years ago - 19 downloads last month - 1,369 stars on GitHub - 1 maintainer
simpleai-sdk 0.1.1
A simple, high-level Python package for the Lille language model.
1 version - Latest release: about 1 year ago - 11 downloads last month - 0 stars on GitHub - 1 maintainer
docsgpt 0.21.0 💰
DocsGPT backend: chat with your documents, agents, and tools.
3 versions - Latest release: 20 days ago - 371 downloads last month - 18,314 stars on GitHub - 1 maintainer
zensols-lmtask 0.2.0
LMTask is a configuration-driven framework for dataset preparation, parameter-efficient supervise...
4 versions - Latest release: about 2 months ago - 9 downloads last month - 1 stars on GitHub - 1 maintainer
layered-bias-probe 1.0.1
A comprehensive toolkit for layer-wise bias analysis in language models with fine-tuning support
2 versions - Latest release: about 1 year ago - 20 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
presidio-image-redactor 0.0.60
Presidio image redactor package
24 versions - Latest release: 3 months ago - 3 dependent packages - 1 dependent repositories - 81.8 thousand downloads last month - 11,181 stars on GitHub - 2 maintainers
Top 2.2% on pypi.org
presidio-anonymizer 2.2.364
Presidio Anonymizer package - replaces analyzed text with desired values.
44 versions - Latest release: 3 months ago - 30 dependent packages - 20 dependent repositories - 3.55 million downloads last month - 11,181 stars on GitHub - 3 maintainers
presidio-structured 0.0.8
Presidio structured package - analyzes and anonymizes structured and semi-structured data.
8 versions - Latest release: 3 months ago - 76 thousand downloads last month - 11,181 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
presidio-analyzer 2.2.364
Presidio Analyzer package
109 versions - Latest release: 3 months ago - 42 dependent packages - 49 dependent repositories - 5.16 million downloads last month - 11,181 stars on GitHub - 2 maintainers
presidio 2.2.364
Presidio - Data Protection and De-identification SDK
7 versions - Latest release: 3 months ago - 6.81 thousand downloads last month - 11,181 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
gpl 0.1.4
GPL is an unsupervised domain adaptation method for training dense retrievers. It is based on que...
14 versions - Latest release: about 4 years ago - 2 dependent repositories - 117 downloads last month - 342 stars on GitHub - 1 maintainer
uni2ts 2.0.0
Unified Training of Universal Time Series Forecasting Transformers
4 versions - Latest release: 11 months ago - 4.91 thousand downloads last month - 1,604 stars on GitHub - 1 maintainer
tokker 0.3.9
Tokker: a fast local-first CLI tokenizer with all the best models in one place
11 versions - Latest release: about 1 year ago - 10 downloads last month - 0 stars on GitHub - 1 maintainer
stackformer 0.1.10
Modular transformer blocks built in PyTorch
12 versions - Latest release: about 1 month ago - 23 downloads last month - 7 stars on GitHub - 1 maintainer
messenger-logger-callback 0.3.3
Messenger Logger Callback — send training logs to Telegram via a remote server. Standalone logger...
11 versions - Latest release: 7 months ago - 39 downloads last month - 2 stars on GitHub - 1 maintainer
aikitx 1.0.0
A comprehensive GUI toolkit for Large Language Models (LLMs) with GGUF support, document processi...
1 version - Latest release: about 1 year ago - 13 downloads last month - 0 stars on GitHub - 1 maintainer
tri-lbm 0.0.43
Large Behavioral Model from Toyota Research
39 versions - Latest release: about 1 year ago - 7 downloads last month - 127 stars on GitHub - 1 maintainer
experts4bit-qlora 0.48.0
Train and serve Mixture-of-Experts models that do not fit in VRAM: fused 4-bit experts, QLoRA, CP...
89 versions - Latest release: 1 day ago - 4.08 thousand downloads last month - 3 stars on GitHub - 1 maintainer
experts4bit 0.1.1
Alias for experts4bit-qlora — QLoRA fine-tuning of fused 4-bit Mixture-of-Experts on a single sma...
2 versions - Latest release: 3 months ago - 23 downloads last month - 3 stars on GitHub - 1 maintainer
e4b 0.1.1
Alias for experts4bit-qlora — QLoRA fine-tuning of fused 4-bit Mixture-of-Experts on a single sma...
2 versions - Latest release: 3 months ago - 25 downloads last month - 3 stars on GitHub - 1 maintainer
expertsnbit 0.1.0
Alias for experts4bit-qlora — QLoRA fine-tuning of fused 4-bit Mixture-of-Experts on a single sma...
1 version - Latest release: 3 months ago - 18 downloads last month - 3 stars on GitHub - 1 maintainer
experts-mxfp4 0.1.1
Alias for the MXFP4-family experts work — native-byte kernel + provenance in grouped-nf4-gemm, lo...
2 versions - Latest release: 3 months ago - 28 downloads last month - 3 stars on GitHub - 1 maintainer
e4b-qlora 0.1.1
Alias for experts4bit-qlora — QLoRA fine-tuning of fused 4-bit Mixture-of-Experts on a single sma...
2 versions - Latest release: 3 months ago - 28 downloads last month - 3 stars on GitHub - 1 maintainer
cognicli 2.2.6
A premium, full-featured AI command line interface with Transformers and GGUF support
21 versions - Latest release: about 1 year ago - 106 downloads last month - 1 maintainer
dwl-cli 1.0.0
Command-line interface for fast model training
1 version - Latest release: about 1 year ago - 20 downloads last month - 0 stars on GitHub - 2 maintainers
lingo-nlp-toolkit 2.3
Advanced NLP Toolkit - Lightweight, Fast, and Transformer-Ready
5 versions - Latest release: about 1 year ago - 63 downloads last month - 1 stars on GitHub - 1 maintainer
pepe-cli 1.5.0
Pipeline for Easy Protein Embedding - Extract embeddings and attention matrices from protein sequ...
11 versions - Latest release: 3 months ago - 31 downloads last month - 5 stars on GitHub - 1 maintainer
lfm2 0.0.2 💰
LFM2 - Pytorch
2 versions - Latest release: about 1 year ago - 8 downloads last month - 32 stars on GitHub - 1 maintainer
tokenizers-gt 0.15.2.post0
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
3 versions - Latest release: over 2 years ago - 555 downloads last month - 11,154 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
tokenizers 0.23.2
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
126 versions - Latest release: about 1 month ago - 380 dependent packages - 14,571 dependent repositories - 166 million downloads last month - 11,154 stars on GitHub - 4 maintainers
divyanx-tokenizers 0.20.0.dev0
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
1 version - Latest release: about 2 years ago - 9 downloads last month - 11,154 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
transformers-interpret 0.10.0
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model i...
36 versions - Latest release: over 3 years ago - 1 dependent package - 11 dependent repositories - 17.3 thousand downloads last month - 1,415 stars on GitHub - 1 maintainer
superduper-framework 0.10.0
Build compositional and declarative AI applications and agents
60 versions - Latest release: about 1 year ago - 254 downloads last month - 5,328 stars on GitHub - 1 maintainer
llamafactory 0.9.5
Unified Efficient Fine-Tuning of 100+ LLMs
11 versions - Latest release: 4 months ago - 16.1 thousand downloads last month - 75,317 stars on GitHub - 1 maintainer
bacformer 0.2.0
Modeling bacterial genomes.
2 versions - Latest release: 9 months ago - 40 downloads last month - 104 stars on GitHub - 1 maintainer
smartchunkllm 0.1.7
Advanced Legal Document Semantic Chunking System
8 versions - Latest release: about 1 year ago - 352 downloads last month - 1 maintainer
villa-x 0.0.5
ViLLa-X
5 versions - Latest release: about 1 year ago - 6 downloads last month - 23 stars on GitHub - 1 maintainer
llmbuilder 2.0.0
A comprehensive toolkit for building, training, and deploying language models
10 versions - Latest release: 11 months ago - 400 downloads last month - 0 stars on GitHub - 1 maintainer
langtune 0.1.44
Efficient LoRA Fine-Tuning for Large Language Models - Train smarter, not harder.
38 versions - Latest release: 4 months ago - 259 downloads last month - 1 stars on GitHub - 1 maintainer
tunestudio 0.0.11
An all in one platform for finetuning your LLM models using your Google Colab, Kaggle or Local re...
2 versions - Latest release: about 1 year ago - 56 downloads last month - 0 stars on GitHub - 1 maintainer
gptqmodel 7.5.0
Production ready LLM model compression/quantization toolkit with hw accelerated inference support...
64 versions - Latest release: 22 days ago - 31.8 thousand downloads last month - 1,265 stars on GitHub - 1 maintainer
verbatim-llm 0.2.0
Library to mitigate verbatim or near-verbatim memorization in LLMs
3 versions - Latest release: about 1 year ago - 29 downloads last month - 1 maintainer
auto-round-lib 0.15.0
Auto Round Kernel binary package
32 versions - Latest release: about 1 month ago - 14.2 thousand downloads last month - 1,627 stars on GitHub - 1 maintainer
auto-round-kernel 0.9.0
Auto Round Kernel binary package
3 versions - Latest release: 10 months ago - 102 downloads last month - 1,627 stars on GitHub - 1 maintainer
auto-round-hpu 0.16.0
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
20 versions - Latest release: 7 days ago - 362 downloads last month - 1,627 stars on GitHub - 1 maintainer
auto-round 0.16.0
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
44 versions - Latest release: 7 days ago - 1 dependent package - 376 thousand downloads last month - 1,627 stars on GitHub - 1 maintainer
auto-round-nightly 0.17.0.dev20261005
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
266 versions - Latest release: 1 day ago - 4.92 thousand downloads last month - 1,627 stars on GitHub - 1 maintainer
efficientllm-toolkit 1.0.8
A Comprehensive Benchmark for Large Language Model Efficiency
8 versions - Latest release: about 1 year ago - 546 downloads last month - 1 maintainer
trustformers 0.1.3 💰
Python bindings for TrustformeRS - High-performance Rust Transformers library
5 versions - Latest release: 3 months ago - 80 downloads last month - 13 stars on GitHub - 1 maintainer
mod-trl 0.20.0.dev0
Train transformer language models with reinforcement learning.
1 version - Latest release: over 1 year ago - 11 downloads last month - 19,445 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
trl 1.14.1
Train transformer language models with reinforcement learning.
106 versions - Latest release: 7 days ago - 47 dependent packages - 52 dependent repositories - 2.54 million downloads last month - 19,445 stars on GitHub - 5 maintainers
trl-fpo 0.0.15
Train transformer language models with reinforcement learning.
12 versions - Latest release: over 1 year ago - 8 downloads last month - 19,445 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
coca-pytorch 0.1.0
CoCa, Contrastive Captioners are Image-Text Foundation Models - Pytorch
12 versions - Latest release: almost 3 years ago - 1 dependent package - 33 dependent repositories - 823 downloads last month - 1,199 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
setfit 1.2.0
Efficient few-shot learning with Sentence Transformers
20 versions - Latest release: about 1 month ago - 12 dependent packages - 18 dependent repositories - 131 thousand downloads last month - 2,825 stars on GitHub - 2 maintainers
srt-h 0.0.20
SRT-H
17 versions - Latest release: 4 months ago - 62 downloads last month - 20 stars on GitHub - 1 maintainer
densemixer 1.0.1
Enhanced Mixture of Experts implementation with optimized Straight-Through Estimator router
7 versions - Latest release: over 1 year ago - 12 downloads last month - 68 stars on GitHub - 1 maintainer
interpkit 0.7.0
Mech interp for any HuggingFace model.
7 versions - Latest release: 4 months ago - 388 downloads last month - 7 stars on GitHub - 1 maintainer
ssm-bridge 0.0.2 💰
SSM-As-VLM-Bridge: State Space Models as Vision-Language Bridge Layers
2 versions - Latest release: over 1 year ago - 24 downloads last month - 3 stars on GitHub - 1 maintainer
gaia2-pytorch 0.0.33
Gaia2 - Pytorch
29 versions - Latest release: over 1 year ago - 26 downloads last month - 63 stars on GitHub - 1 maintainer
pixelyai-serve 0.0.8
serve utilises of pixelyai in jax and torch
9 versions - Latest release: almost 3 years ago - 245 downloads last month - 374 stars on GitHub - 1 maintainer
emmiai-noether 2026.4.0
Noether: A PyTorch-based Framework for Engineering AI
4 versions - Latest release: 5 months ago - 44 downloads last month - 244 stars on GitHub - 2 maintainers
secretsentry 2.0.0
Advanced sensitive data scanner with Jupyter notebook support and intelligent false positive filt...
2 versions - Latest release: about 1 year ago - 24 downloads last month - 0 stars on GitHub - 1 maintainer
agentos-sdk 0.0.3 💰
AgentOS - TGSC
3 versions - Latest release: about 1 year ago - 31 downloads last month - 32 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
bertopic 0.17.4
BERTopic performs topic Modeling with state-of-the-art transformer models.
43 versions - Latest release: 10 months ago - 24 dependent packages - 65 dependent repositories - 315 thousand downloads last month - 7,870 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
adapter-transformers 4.0.0
Deprecated adapter-transformers package. Use adapters package instead.
19 versions - Latest release: over 2 years ago - 2 dependent packages - 49 dependent repositories - 1.89 thousand downloads last month - 2,831 stars on GitHub - 3 maintainers
Top 6.3% on pypi.org
adapters 1.3.0
A Unified Library for Parameter-Efficient and Modular Transfer Learning
18 versions - Latest release: 5 months ago - 2 dependent repositories - 22.5 thousand downloads last month - 2,831 stars on GitHub - 3 maintainers
Top 4.5% on pypi.org
manga-ocr 0.1.16 💰
OCR for Japanese manga
18 versions - Latest release: 3 months ago - 3 dependent packages - 4 dependent repositories - 14.3 thousand downloads last month - 2,798 stars on GitHub - 1 maintainer
mlx-audio 0.5.8 💰
MLX-Audio is a package for inference of text-to-speech (TTS) and speech-to-speech (STS) models lo...
37 versions - Latest release: 1 day ago - 288 thousand downloads last month - 7,964 stars on GitHub - 1 maintainer
better-mlx-audio 0.2.8 💰
MLX-Audio is a package for inference of text-to-speech (TTS) and speech-to-speech (STS) models lo...
1 version - Latest release: 10 months ago - 13 downloads last month - 7,964 stars on GitHub - 1 maintainer
stable-pretraining 0.1.8
Stable Pretraining Library for Self-Supervised Learning
9 versions - Latest release: 3 months ago - 22.3 thousand downloads last month - 326 stars on GitHub - 3 maintainers
openvino-optimum 0.0.2
Intel OpenVINO extension for Hugging Face Transformers
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 33 downloads last month - 186 stars on GitHub - 1 maintainer
speculators 0.8.0 💰
A unified library for creating, representing, and storing speculative decoding algorithms for LLM...
20 versions - Latest release: about 1 month ago - 6.13 thousand downloads last month - 862 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
local-attention 1.11.2
Local attention, window with lookback, for language modeling
50 versions - Latest release: about 1 year ago - 18 dependent packages - 85 dependent repositories - 150 thousand downloads last month - 505 stars on GitHub - 1 maintainer
Top 3.4% on pypi.org
mup 1.0.0
Maximal Update Parametrization
2 versions - Latest release: over 4 years ago - 1 dependent package - 52 dependent repositories - 20.6 thousand downloads last month - 1,759 stars on GitHub - 2 maintainers
pingala-shunya 0.3.0
Speech transcription package by Shunya Labs with ct2 and transformers backends
9 versions - Latest release: about 1 year ago - 78 downloads last month - 1 stars on GitHub - 1 maintainer
peft-singlora 0.2.0
SingLoRA: Single Low-Rank Adaptation for PEFT
3 versions - Latest release: about 1 year ago - 4.55 thousand downloads last month - 5 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
happytransformer 3.0.1
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
24 versions - Latest release: 10 months ago - 2 dependent packages - 23 dependent repositories - 819 downloads last month - 547 stars on GitHub - 1 maintainer
local-conjurer 0.3.2
Wrapper for Transformers package from Hugging Face.
1 version - Latest release: about 1 year ago - 12 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
nncf 3.4.0
Neural Networks Compression Framework
35 versions - Latest release: 19 days ago - 7 dependent packages - 99 dependent repositories - 421 thousand downloads last month - 1,205 stars on GitHub - 4 maintainers