PyPI
huggingface/trl
Train transformer language models with reinforcement learning.
Apache-2.0Aug 24, 2026 · metrics 2.10.0
All tags
Catalogue tag
#transformers
Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.
57 records
PyPI
NVIDIA/Megatron-LM
Ongoing research training transformer models at scale
Custom licenseSep 17, 2026 · metrics 2.10.0
PyPI
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.
MITAug 27, 2026 · metrics 2.10.0
PyPI
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI
openvinotoolkit/nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
vllm-project/llm-compressor
Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
Apache-2.0Sep 13, 2026 · metrics 2.10.0
PyPI · npm
xorbitsai/inference
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.
Apache-2.0Sep 20, 2026 · metrics 2.10.0
PyPI
MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Apache-2.0Sep 8, 2026 · metrics 2.10.0
PyPI
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.
MITAug 28, 2026 · metrics 2.10.0
crates.io
huggingface/tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
intel/auto-round
A SOTA quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的量化工具包
Apache-2.0Sep 8, 2026 · metrics 2.10.0
PyPI
huggingface/optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
Apache-2.0Sep 12, 2026 · metrics 2.10.0
PyPI
modelscope/ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
raullenchai/Rapid-MLX
The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replacement. Works with Claude Code, Cursor, Aider.
Custom licenseSep 15, 2026 · metrics 2.10.0
PyPI
vllm-project/speculators
A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM
Apache-2.0Oct 8, 2026 · metrics 2.10.0
PyPI · Go · npm
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.
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
amazon-science/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
mflux-community/mflux
Apple MLX native implementations of state-of-the-art generative image & video models
MITOct 8, 2026 · metrics 2.10.0
PyPI
neuml/txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Apache-2.0Sep 20, 2026 · metrics 2.10.0
PyPI
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.
Custom licenseSep 10, 2026 · metrics 2.10.0
PyPI
kyegomez/swarms
The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
Apache-2.0Sep 15, 2026 · metrics 2.10.0
PyPI
ndif-team/nnsight
The nnsight package enables interpreting and manipulating the internals of deep learned models.
MITOct 20, 2026 · metrics 2.10.0
PyPI · crates.io
onuralpszr/trackforge
Unified, high-performance computer vision tracking library
MITSep 18, 2026 · metrics 2.10.0
PyPI
lfnovo/esperanto
A unified interface for various AI model providers
MITSep 11, 2026 · metrics 2.10.0
PyPI
urchade/GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
qubvel-org/segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
MITSep 17, 2026 · metrics 2.10.0
crates.io · npm · PyPI
EricLBuehler/mistral.rs
Fast, flexible LLM inference
MITSep 17, 2026 · metrics 2.10.0
PyPI
MaartenGr/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
MITSep 17, 2026 · metrics 2.10.0
PyPI
lpalbou/mlx-gen
Generative image and video runtimes for Apple Silicon (MLX): text/image-to-image, instruction editing, masked edit, text/image/reference-to-video, video editing, and restoration.
MITSep 10, 2026 · metrics 2.10.0
PyPI
GiacomoSaccaggi/scomp_link
End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, feature engineering, model selection, training, validation, explainability, drift monitoring, fairness checks, and interactive HTML reporting. Includes a full CLI for zero-code ML pipelines. Python 3.10+.
MITSep 9, 2026 · metrics 2.10.0