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pypi.org "transformers" keyword

llamafactory 0.9.5
Unified Efficient Fine-Tuning of 100+ LLMs
11 versions - Latest release: 3 months ago - 22.5 thousand downloads last month - 74,633 stars on GitHub - 1 maintainer
optimum-rbln 0.11.2
Optimum RBLN is the interface between the HuggingFace Transformers and Diffusers libraries and RB...
186 versions - Latest release: 12 days ago - 29 thousand downloads last month - 19 stars on GitHub - 1 maintainer
optimum-neuron 0.4.5
Optimum Neuron serves as the bridge between Hugging Face libraries, such as Transformers, Diffuse...
40 versions - Latest release: 7 months ago - 1 dependent repositories - 1.98 thousand downloads last month - 269 stars on GitHub - 4 maintainers
qmlx-serve 0.16.0
Disk KV restore for hybrid MoE models on Apple Silicon. A Qwen-specialised fork of qMLX that keep...
9 versions - Latest release: about 2 months ago - 87 downloads last month - 30 stars on GitHub - 1 maintainer
txtai-minimal 9.13.0
All-in-one open-source AI framework for semantic search, LLM orchestration and language model wor...
6 versions - Latest release: 13 days ago - 361 downloads last month - 12,922 stars on GitHub - 1 maintainer
optipfair 0.4.2
A library for structured pruning & Bias visualization of large language models
15 versions - Latest release: 2 months ago - 418 downloads last month - 42 stars on GitHub - 1 maintainer
hezar 1.0.0
Hezar: The all-in-one AI library for Persian, supporting a wide variety of tasks and modalities!
89 versions - Latest release: 6 months ago - 1.84 thousand downloads last month - 1,013 stars on GitHub - 1 maintainer
flash-attention-jax 0.3.1
Flash Attention - in Jax
13 versions - Latest release: about 3 years ago - 1 dependent repositories - 40 downloads last month - 216 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
optimum-intel 2.1.0
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...
65 versions - Latest release: about 1 month ago - 5 dependent packages - 1 dependent repositories - 166 thousand downloads last month - 616 stars on GitHub - 3 maintainers
superduper-torch 0.10.0
Superduper allows users to work with arbitrary `torch` models, with custom pre-, post-processing ...
9 versions - Latest release: about 1 year ago - 32 downloads last month - 5,318 stars on GitHub - 1 maintainer
galerkin-transformer 0.2.1
Galerkin Transformer
8 versions - Latest release: almost 4 years ago - 1 dependent repositories - 23 downloads last month - 268 stars on GitHub - 1 maintainer
speakerbox 1.2.0
Few-Shot Speaker Identification Model Training and Application
10 versions - Latest release: over 3 years ago - 1 dependent repositories - 57 downloads last month - 61 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
trl 1.12.0
Train transformer language models with reinforcement learning.
103 versions - Latest release: 13 days ago - 47 dependent packages - 52 dependent repositories - 3.61 million downloads last month - 19,189 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 - 41 downloads last month - 19,189 stars on GitHub - 1 maintainer
mod-trl 0.20.0.dev0
Train transformer language models with reinforcement learning.
1 version - Latest release: about 1 year ago - 18 downloads last month - 19,189 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
vllm-usf 0.0.2 💰
vLLM-USF: A high-throughput and memory-efficient inference engine for LLMs (USF Custom Build)
2 versions - Latest release: 11 months ago - 12 downloads last month - 90,738 stars on GitHub - 1 maintainer
nlpbaselines 0.0.49
Quickly establish strong baselines for NLP tasks
27 versions - Latest release: almost 3 years ago - 1 dependent repositories - 103 downloads last month - 0 stars on GitHub - 1 maintainer
neurosis 0.1.3
A neural network trainer (for weebs)
2 versions - Latest release: about 2 years ago - 11 downloads last month - 14 stars on GitHub - 1 maintainer
pyfastedit 0.0.5
Editing large language models within 10 seconds
5 versions - Latest release: about 3 years ago - 27 downloads last month - 1,366 stars on GitHub - 1 maintainer
Top 4.7% on pypi.org
xinference 3.3.0
Model Serving Made Easy
153 versions - Latest release: 10 days ago - 3 dependent packages - 9 dependent repositories - 13.8 thousand downloads last month - 9,510 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: about 2 months ago - 3 dependent packages - 1 dependent repositories - 132 thousand downloads last month - 10,758 stars on GitHub - 2 maintainers
Top 1.0% on pypi.org
paddlenlp 2.8.1
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks f...
96 versions - Latest release: about 2 years ago - 15 dependent packages - 438 dependent repositories - 16.2 thousand downloads last month - 11,867 stars on GitHub - 1 maintainer
tool-helpers 0.1.2
Data tool helpers for PaddleNLP pre-training.
3 versions - Latest release: about 2 years ago - 1 dependent package - 5.15 thousand downloads last month - 12,967 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
fast-tokenizer-python 1.0.2
PaddleNLP Fast Tokenizer Library written in C++
4 versions - Latest release: over 3 years ago - 2 dependent packages - 14 dependent repositories - 191 downloads last month - 11,927 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
paddle-pipelines 0.6.2
Paddle-Pipelines: An End to End Natural Language Proceessing Development Kit Based on PaddleNLP
11 versions - Latest release: almost 3 years ago - 1 dependent repositories - 68 downloads last month - 12,967 stars on GitHub - 1 maintainer
fast-dataindex 0.1.2
Data tool helpers for PaddleNLP pre-training.
1 version - Latest release: almost 2 years ago - 5.6 thousand downloads last month - 12,967 stars on GitHub - 1 maintainer
pactus 0.4.3
Framework to evaluate Trajectory Classification Algorithms
15 versions - Latest release: about 2 years ago - 36 downloads last month - 45 stars on GitHub - 1 maintainer
lorax-client 0.6.3
LoRAX Python Client
13 versions - Latest release: almost 2 years ago - 2.12 thousand downloads last month - 3,826 stars on GitHub - 2 maintainers
resp-agent 0.1.8
Resp-Agent: A multi-agent framework for respiratory sound diagnosis and generation
9 versions - Latest release: 7 months ago - 35 downloads last month - 1 maintainer
Top 6.0% on pypi.org
ms-swift 4.5.3
Swift: Scalable lightWeight Infrastructure for Fine-Tuning
136 versions - Latest release: about 16 hours ago - 2 dependent packages - 9 dependent repositories - 83.2 thousand downloads last month - 2,752 stars on GitHub - 2 maintainers
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 - 1.43 thousand downloads last month - 187 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
openvino-dev 2024.6.0
OpenVINO(TM) Development Tools
37 versions - Latest release: over 1 year ago - 38 dependent packages - 498 dependent repositories - 174 thousand downloads last month - 10,758 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 - 21 downloads last month - 168 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
bert4torch 0.6.2
an elegant bert4torch
57 versions - Latest release: 4 months ago - 2 dependent packages - 1 dependent repositories - 101 downloads last month - 1,328 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 - 821 thousand downloads last month - 890 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 - 453 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 - 22 downloads last month - 12 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: 10 months ago - 72 dependent packages - 6.29 thousand downloads last month - 600 stars on GitHub - 1 maintainer
qwen 0.1.1 💰
Qwen VL - Pytorch
4 versions - Latest release: over 2 years ago - 1.47 thousand downloads last month - 13 stars on GitHub - 1 maintainer
nlp-models 4.2.2
Transformers based NLP models
21 versions - Latest release: almost 3 years ago - 45 downloads last month - 3 stars on GitHub - 1 maintainer
textpunctuator 1.0.5
A package to punctuate text, currently supporting French text, more languages comming soon.
5 versions - Latest release: about 4 years ago - 358 downloads last month - 1 stars on GitHub - 1 maintainer
digest-generator 0.2.0
Generates weekly digests from RSS feeds using local LLMs and topic classification.
2 versions - Latest release: about 1 month ago - 0 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
llm-guard 0.3.16
LLM-Guard is a comprehensive tool designed to fortify the security of Large Language Models (LLMs...
27 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 150 thousand downloads last month - 3,201 stars on GitHub - 2 maintainers
aether-runtime 1.2.8
Aether Runtime — the compiler for AI models. Compile any model into a portable Aether Execution G...
16 versions - Latest release: 15 days ago - 20 stars on GitHub - 1 maintainer
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 - 182 stars on GitHub - 1 maintainer
mcp-bastion-huggingface 5.1.0 💰
MCP-Bastion security middleware for Hugging Face Inference. Prompt injection, PII, and rate-limit...
16 versions - Latest release: 24 days ago - 497 downloads last month - 5 stars on GitHub - 1 maintainer
napolab 1.0.1
Natural Portuguese Language Benchmark
2 versions - Latest release: almost 3 years ago - 36 downloads last month - 72 stars on GitHub - 1 maintainer
ro-diacritics 0.9.4
Python API for Romanian diacritics restoration
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 444 downloads last month - 10 stars on GitHub - 1 maintainer
megatron-fsdp 0.6.0
**Megatron-FSDP** is an NVIDIA-developed PyTorch extension that provides a high-performance imple...
191 versions - Latest release: 20 days ago - 53.3 thousand downloads last month - 17,752 stars on GitHub - 3 maintainers
pulpie 0.0.2 💰
Fast content extraction from HTML using encoder models.
2 versions - Latest release: 2 months ago - 231 downloads last month - 67 stars on GitHub - 1 maintainer
froggy 0.2.0
Chat with your local models — Transformers, llama.cpp, MLX, vMLX (JANG), and Ollama
3 versions - Latest release: 5 months ago - 16 downloads last month - 0 stars on GitHub - 1 maintainer
auto-round-nightly 0.16.0.dev20260906
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
237 versions - Latest release: 2 days ago - 3.89 thousand downloads last month - 1,606 stars on GitHub - 1 maintainer
llm-jp-vllm 0.1.0
vLLM plugins for LLM-jp models
2 versions - Latest release: about 1 month ago - 96 downloads last month - 0 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
124 versions - Latest release: 6 days ago - 380 dependent packages - 14,571 dependent repositories - 226 million downloads last month - 9,012 stars on GitHub - 5 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 - 12 downloads last month - 10,983 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 - 1.2 thousand downloads last month - 11,015 stars on GitHub - 1 maintainer
Top 4.9% on pypi.org
pysentimiento 0.7.3
A Transformer-based library for SocialNLP tasks
36 versions - Latest release: over 2 years ago - 14 dependent repositories - 9.61 thousand downloads last month - 658 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
be-great 0.0.14
Generating Realistic Tabular Data using Large Language Models
13 versions - Latest release: 4 months ago - 2 dependent packages - 1 dependent repositories - 7.55 thousand downloads last month - 348 stars on GitHub - 2 maintainers
colbert-export 0.1.0
Export HuggingFace ColBERT models to ONNX format for Rust inference
1 version - Latest release: 8 months ago - 19 downloads last month - 533 stars on GitHub - 1 maintainer
pylate-onnx-export 0.1.0
Export HuggingFace ColBERT models to ONNX format for Rust inference
1 version - Latest release: 8 months ago - 392 downloads last month - 533 stars on GitHub - 1 maintainer
tabular-transformer 0.3.0
Transformer adapted for tabular data domain
16 versions - Latest release: almost 2 years ago - 367 downloads last month - 0 stars on GitHub - 1 maintainer
uni2ts 2.0.0
Unified Training of Universal Time Series Forecasting Transformers
4 versions - Latest release: 10 months ago - 9.45 thousand downloads last month - 1,583 stars on GitHub - 1 maintainer
deepvit-flax 0.0.3
Deep Vision Transformer (DeepViT) - Flax
2 versions - Latest release: about 4 years ago - 246 downloads last month - 1 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
big-sleep 0.9.1
Big Sleep
54 versions - Latest release: over 4 years ago - 3 dependent repositories - 1.05 thousand downloads last month - 2,576 stars on GitHub - 1 maintainer
gptqmodel 7.4.0
Production ready LLM model compression/quantization toolkit with hw accelerated inference support...
63 versions - Latest release: 1 day ago - 28.2 thousand downloads last month - 1,225 stars on GitHub - 1 maintainer
murano-interp 0.1.0a2
Mechanistic interpretability pipelines for recording, steering, probing, and evaluation
3 versions - Latest release: 2 months ago - 40 downloads last month - 5 stars on GitHub - 1 maintainer
embedding-condensation 1.0.0
Measure layer-wise token embedding cosine similarity, assessing the severity of embedding condens...
4 versions - Latest release: 4 months ago - 18 downloads last month - 120 stars on GitHub - 1 maintainer
promptify 2.0.3
Use GPT or other prompt based models to get structured output
10 versions - Latest release: about 3 years ago - 1 dependent package - 92 downloads last month - 4,580 stars on GitHub - 1 maintainer
avp 0.6.2
Multi-agent text handoffs discard KV-cache and attention state. AVP transfers that state directly...
15 versions - Latest release: 5 months ago - 329 downloads last month - 26 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: 9 months ago - 29 downloads last month - 7,848 stars on GitHub - 1 maintainer
seq2cause 0.1.9
Sample- And Population-Level Causal Discovery from Event Sequences using Autoregressive Models
8 versions - Latest release: 9 days ago - 18 downloads last month - 4 stars on GitHub - 1 maintainer
gliner-py 0.2.27
Generalist model for NER (Extract any entity types from texts). Fork of the original project to r...
1 version - Latest release: 3 months ago - 215 downloads last month - 3,615 stars on GitHub - 1 maintainer
transformerlab-inference 0.2.52 💰
An open platform for training, serving, and evaluating large language model based chatbots.
17 versions - Latest release: 8 months ago - 2.51 thousand downloads last month - 5,180 stars on GitHub - 4 maintainers
transformerlab-cli 0.0.67 💰
Transformer Lab CLI
49 versions - Latest release: 3 months ago - 254 downloads last month - 5,180 stars on GitHub - 3 maintainers
transformerlab 0.1.46 💰
Python SDK for Transformer Lab
145 versions - Latest release: about 2 months ago - 25.1 thousand downloads last month - 5,180 stars on GitHub - 3 maintainers
Top 6.0% on pypi.org
huggingsound 0.1.6 💰
HuggingSound: A toolkit for speech-related tasks based on HuggingFace's tools.
8 versions - Latest release: almost 4 years ago - 7 dependent repositories - 77 downloads last month - 463 stars on GitHub - 1 maintainer
mlx-audio 0.5.2 💰
MLX-Audio is a package for inference of text-to-speech (TTS) and speech-to-speech (STS) models lo...
31 versions - Latest release: 1 day ago - 582 thousand downloads last month - 7,848 stars on GitHub - 1 maintainer
jesco-apple-silicon-engine 1.1.12
fastest apple silicon runtime.
3 versions - Latest release: 3 months ago - 21 downloads last month - 20,519 stars on GitHub - 1 maintainer
glu-tf 0.1.0 💰
An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 38 downloads last month - 20 stars on GitHub - 1 maintainer
gliner 0.2.28
Generalist model for NER (Extract any entity types from texts)
45 versions - Latest release: about 2 months ago - 3 dependent packages - 659 thousand downloads last month - 3,615 stars on GitHub - 2 maintainers
eleanity 1.2.0
Same model. Same input. Find the first divergence.
6 versions - Latest release: about 2 months ago - 54 downloads last month - 1 stars on GitHub - 1 maintainer
fastgpt 0.0.8 💰
boost inference speed of GPT models in transformers by onnxruntime
8 versions - Latest release: over 3 years ago - 2 dependent repositories - 105 downloads last month - 51 stars on GitHub - 1 maintainer
liteinfer 0.3.0
A lightweight, hackable LLM inference engine built from scratch.
7 versions - Latest release: 4 days ago - 122 downloads last month - 3 stars on GitHub - 1 maintainer
soup-cli 0.74.0 💰
Fine-tune and post-train LLMs in one command. No SSH, no config hell.
176 versions - Latest release: 4 days ago - 7.14 thousand downloads last month - 5,595 stars on GitHub - 1 maintainer
hourglass-transformer-pytorch 0.0.6
Hourglass Transformer
6 versions - Latest release: almost 5 years ago - 1 dependent repositories - 1.6 thousand downloads last month - 94 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: 9 months ago - 24 dependent packages - 65 dependent repositories - 483 thousand downloads last month - 7,816 stars on GitHub - 1 maintainer
faster-tokenizers 0.1.1
PaddleNLP Faster Tokenizer Library written in C++
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 18 downloads last month - 11,927 stars on GitHub - 1 maintainer
faster-tokenizer 0.2.0
PaddleNLP Faster Tokenizer Library written in C++
7 versions - Latest release: almost 4 years ago - 1 dependent package - 165 downloads last month - 12,967 stars on GitHub - 1 maintainer
scribae 0.2.0
CLI that turns local Markdown notes into structured SEO content packages using LLMs while keeping...
2 versions - Latest release: 7 months ago - 13 downloads last month - 1 stars on GitHub - 1 maintainer
custovox-sentiment 1.0.0
Multilingual customer sentiment analysis MCP server. EN/FR/DE/ES/PT-BR native models. By CustoVox.ai
1 version - Latest release: 19 days ago - 0 stars on GitHub - 1 maintainer
llm-analysis 0.2.2
Latency and Memory Analysis of Transformer Models for Training and Inference
5 versions - Latest release: almost 3 years ago - 94 downloads last month - 450 stars on GitHub - 1 maintainer
auto-round-kernel 0.9.0
Auto Round Kernel binary package
3 versions - Latest release: 9 months ago - 86 downloads last month - 1,606 stars on GitHub - 1 maintainer
differential-transformer 0.0.3 💰
differential-transformer - Pytorch
3 versions - Latest release: almost 2 years ago - 1.12 thousand downloads last month - 33 stars on GitHub - 1 maintainer
ocrpy 0.3.10
unified interface to google vision, aws textract, azure & tesseract OCR tools.
12 versions - Latest release: about 4 years ago - 1 dependent repositories - 781 downloads last month - 225 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
torch-pruning 1.6.1
Towards Any Structural Pruning
48 versions - Latest release: about 1 year ago - 5 dependent packages - 1 dependent repositories - 19.1 thousand downloads last month - 3,352 stars on GitHub - 1 maintainer
superduper-lance 0.10.0
SuperDuper Lance is a Python library that provides a high-level API for working with Lance vector...
6 versions - Latest release: about 1 year ago - 14 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-llamacpp 0.10.0
Superduper allows users to work with self-hosted LLM models via [Llama.cpp](https://github.com/gg...
9 versions - Latest release: about 1 year ago - 63 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-cohere 0.10.0
Superduper allows users to work with cohere API models.
9 versions - Latest release: about 1 year ago - 18 downloads last month - 5,315 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 - 288 downloads last month - 5,317 stars on GitHub - 1 maintainer