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huggingface-transformers

Transformers provides thousands of pretrained models to perform tasks on text, vision, and audio. Developed by Hugging Face, it simplifies downloading, training, and fine-tuning state-of-the-art architectures including BERT, GPT, Llama, and Whisper across PyTorch, TensorFlow, and JAX backends.

Here are 2,680 public repositories matching this topic...

Michael-A-Kuykendall / shimmy

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

Updated Aug 30, 2026
Rust

amazon-science / chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

machine-learning timeseries time-series transformers artificial-intelligence forecasting pretrained-models time-series-forecasting huggingface huggingface-transformers foundation-models large-language-models llm

Updated Sep 8, 2026
Python

UltraRAG

OpenBMB / UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

flask demo ui mcp openai easy gpt embedding vlm multimodal rag sentence-transformers huggingface-transformers llm vllm qwen deepseek

Updated Sep 8, 2026
Python

katanaml / sparrow

Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM

computer-vision machinelearning huggingface-transformers documentai llm vllm agentic-ai

Updated Aug 26, 2026
Python

yuanzhoulvpi2017 / zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

nlp transformers text-generation pytorch llama gpt clip bert gpt2 huggingface-transformers llava chatglm-6b llama2

Updated Aug 5, 2025
Jupyter Notebook

christianversloot / machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Updated Jun 28, 2024

SocialEcho

nz-m / SocialEcho

Social networking platform with automated content moderation and context-based authentication system

react redux nodejs express social-media mongodb authentication mongoose jwt-authentication azure-storage mern-stack azure-blob-storage mern-project huggingface-transformers bart-large-mnli

Updated Jun 13, 2024
JavaScript

refuel-ai / autolabel

Label, clean and enrich text datasets with LLMs.

python data-science machine-learning openai huggingface-transformers gpt-4 large-language-models llm llms langchain anthropic-claude

Updated Mar 5, 2025
Python

NVlabs / MambaVision

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

deep-learning transformers image-classification object-detection semantic-segmentation mamba visual-recognition instance-segmentation self-attention hybrid-models huggingface-transformers vision-transformer foundation-models

Updated Mar 11, 2026
Python

lxe / simple-llm-finetuner

Simple UI for LLM Model Finetuning

ai pytorch llama peft gpt-2 huggingface huggingface-transformers gpt-3 llm

Updated Dec 21, 2023
Jupyter Notebook

Tencent / TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

nlp gpu decoder machine-translation inference pytorch transformer albert bert roberta gpt2 huggingface-transformers

Updated Jul 18, 2025
C++

unitaryai / detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

nlp kaggle-competition sentence-classification bert hatespeech hate-speech toxicity toxic-comment-classification toxic-comments bert-model hate-speech-detection huggingface pytorch-lightning toxicity-classification huggingface-transformers

Updated Jul 6, 2026
Python

UForm

unum-cloud / UForm

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Updated Oct 30, 2025
Python

Denis2054 / Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

python nlp machine-learning natural-language-processing deep-learning transformers pytorch openai bert trax huggingface-transformers roberta-model dall-e gpt-4 chatgpt dall-e-api chatgpt-api gpt-3-5-turbo gpt-4-api

Updated Jan 4, 2024
Jupyter Notebook

panaverse / learn-generative-ai

Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js

python docker aws docker-compose azure terraform postgresql google-cloud gemini openai pinecone pydantic fastapi sqlalchemy-orm streamlit huggingface-transformers neondb generative-ai langchain

Updated Jul 28, 2024
Python

ServerlessLLM

ServerlessLLM / ServerlessLLM

Serverless LLM Serving for Everyone.

cuda pytorch model-serving model-as-a-service huggingface-transformers large-language-models serverless-inference

Updated Sep 4, 2026
Python

georgian-io / Multimodal-Toolkit

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

natural-language-processing tabular-data transformer multimodal-learning huggingface-transformers

Updated May 4, 2026
Python

microsoft / multilspy

multilspy is a lsp client library in Python intended to be used to build applications around language servers.

ai code-analysis language-server-protocol program-synthesis artificial-intelligence transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm large-language-model neurips-2023

Updated Aug 27, 2026
Python

xlang-ai / UnifiedSKG

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

nlp natural-language-processing text-generation pytorch question-answering semantic-parsing multi-task-learning fact-verification data-to-text huggingface-transformers prompt-learning huggingface-datasets structured-knowledge-grounding

Updated Aug 22, 2023
Python

huggingface / transformers-bloom-inference

Fast Inference Solutions for BLOOM

nlp bloom pytorch huggingface-transformers

Updated Oct 9, 2024
Python

Created by huggingface

Followers: 191 followers
Repository: huggingface/transformer
Website: github.com/topics/transformers

Related topics

artificial-intelligence deep-learning machine-learning nlp pytorch