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Projects in Awesome Lists tagged with huggingface-transformers

A curated list of projects in awesome lists tagged with huggingface-transformers .

https://github.com/yuanzhoulvpi2017/zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

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

Last synced: 08 Jan 2025

https://github.com/nz-m/socialecho

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

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

Last synced: 09 Jan 2025

https://github.com/tencent/turbotransformers

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

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

Last synced: 05 Jan 2025

https://github.com/Tencent/TurboTransformers

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

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

Last synced: 27 Oct 2024

https://github.com/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 🖼️ & 🖋️

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

Last synced: 09 Jan 2025

https://github.com/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

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

Last synced: 09 Nov 2024

https://github.com/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

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

Last synced: 24 Oct 2024

https://github.com/panaverse/learn-generative-ai

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

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

Last synced: 03 Jan 2025

https://github.com/georgian-io/multimodal-toolkit

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

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

Last synced: 05 Jan 2025

https://github.com/georgian-io/Multimodal-Toolkit

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

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

Last synced: 04 Nov 2024

https://github.com/r2d4/rellm

Exact structure out of any language model completion.

huggingface-transformers llm transformers

Last synced: 08 Jan 2025

https://github.com/varunshenoy/super-json-mode

Low latency JSON generation using LLMs ⚡️

huggingface-transformers llm openai vllm

Last synced: 03 Jan 2025

https://github.com/rizerphe/local-llm-function-calling

A tool for generating function arguments and choosing what function to call with local LLMs

chatgpt-functions huggingface-transformers json-schema llm llm-inference openai-function-call openai-functions

Last synced: 04 Jan 2025

https://github.com/krishnap25/mauve

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

deep-learning huggingface-transformers nlp pytorch text-generation

Last synced: 04 Jan 2025

https://github.com/ikergarcia1996/easy-translate

Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.

4-bit 8-bit begginers cpu easy easy-to-use gpu hugginface hugginface-hub huggingface-transformers llm m2m100 machine-translation nllb200 prompt pytorch quantization transformers translation

Last synced: 05 Jan 2025

https://github.com/daspartho/prompt-extend

extending stable diffusion prompts with suitable style cues using text generation

deep-learning gpt-2 huggingface-spaces huggingface-transformers machine-learning nlp prompt stable-diffusion text-generation

Last synced: 15 Dec 2024

https://github.com/geekjr/quickai

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

ai artificial-intelligence bert deep-learning dl easy-to-use fast gpt gpt-neo huggingface-transformers ml neural-network nlp object-detection python pytorch quickai research tensorflow2 yolo

Last synced: 09 Nov 2024

https://github.com/arihanv/Shush

Shush is an app that deploys a WhisperV3 model with Flash Attention v2 on Modal and makes requests to it via a NextJS app

flash-attention-2 huggingface-transformers machine-learning modal shadcn-ui transcription whisper

Last synced: 30 Nov 2024

https://github.com/lxuechen/private-transformers

A codebase that makes differentially private training of transformers easy.

deep-learning differential-privacy huggingface-transformers nlp pytorch transformers

Last synced: 27 Oct 2024

https://github.com/cosmoquester/2021-dialogue-summary-competition

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

dialogue huggingface-transformers nlp pytorch-lightning summarization

Last synced: 09 Nov 2024

https://github.com/deep-diver/mlops-hf-tf-vision-models

MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)

computer-vision huggingface-transformers mlops tensorflow tensorflow-extended

Last synced: 01 Nov 2024

https://github.com/declare-lab/red-instruct

Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment

huggingface-transformers llama llama2 llm llms

Last synced: 08 Nov 2024

https://github.com/nisaaragharia/indian-lawyergpt

Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.

falcon fine-tuning gpt huggingface-transformers large-language-models llama llama2 llms peft qlora

Last synced: 23 Nov 2024

https://github.com/declare-lab/bbfn

This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

huggingface-transformers multimodal-deep-learning multimodal-representation multimodal-sentiment-analysis

Last synced: 08 Nov 2024

https://github.com/farhan0167/otto-m8

Flowchart-like UI to interconnect LLM's and Huggingface models, and deploy them as a REST API with little to no code.

ai ai-agents ai-agents-framework automation deep-learning docker fastapi huggingface-transformers langchain llm-inference low-code machine-learning no-code ollama openai-api rest

Last synced: 05 Jan 2025

https://github.com/vdutts7/ai-rapper

Talking Head of your favorite rapper using Transformers, PyTorch, Tortoise TTS, and OpenCV 🎵

huggingface-transformers nlp opencv pytorch tortoise-tts voice-clone

Last synced: 11 Nov 2024

https://github.com/kennethenevoldsen/spacy-wrap

spaCy-wrap is a wrapper library for spaCy for including fine-tuned transformers from Huggingface in your spaCy pipeline allowing you to include existing fine-tuned models within your SpaCy workflow.

deep-learning huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch spacy spacy-extension spacy-extensions spacy-models spacy-nlp spacy-pipeline spacy-transformers text-classification transformers

Last synced: 12 Oct 2024

https://github.com/e-tornike/story_generator

A Streamlit web app that generates Rick and Morty stories using GPT2.

gpt2 huggingface-transformers machine-learning natural-language-processing streamlit

Last synced: 14 Oct 2024

https://github.com/e-tornike/Story_Generator

A Streamlit web app that generates Rick and Morty stories using GPT2.

gpt2 huggingface-transformers machine-learning natural-language-processing streamlit

Last synced: 24 Nov 2024

https://github.com/pszemraj/ai-msgbot

Training & Implementation of chatbots leveraging GPT-like architecture with the aitextgen package to enable dynamic conversations.

ai aitextgen chat-application chatbot deep-learning deepspeed deployment gpt-2 gpt-j gpt-j-6b gradio huggingface huggingface-transformers natural-language-processing nlp nlp-parsing telegram telegram-bot text-generation transformers

Last synced: 03 Oct 2024

https://github.com/gsarti/it5

Materials for "IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation" 🇮🇹

huggingface-transformers italian pretrained-models research-paper t5-model transfer-learning transformer

Last synced: 01 Nov 2024

https://github.com/beingamanforever/tech-enhanced-ai-interview-learning-platform

Developed a sophisticated machine learning model capable of generating diverse interview questions aligned with specific topics, ensuring depth of conversation. Integrated advanced Natural Language Processing (NLP) algorithms to analyse spoken responses, identifying grammatical errors & offering accurate corrections after the interview.

ai-chatbot ai-chatbots api chatbot dataset fine flask huggingface huggingface-transformers inteview-test kaggle kaggle-notebooks large latex-document machine-learning mlops openai whisper

Last synced: 11 Oct 2024

https://github.com/shreyansh26/extracting-training-data-from-large-langauge-models

A re-implementation of the "Extracting Training Data from Large Language Models" paper by Carlini et al., 2020

gpt-2 gpt2 huggingface huggingface-transformers language-model memorization natural-language-generation

Last synced: 14 Nov 2024

https://github.com/shunk031/simple-aesthetics-predictor

CLIP-based aesthetics predictor inspired by the interface of 🤗 huggingface transformers.

aesthetic-predictor clip huggingface huggingface-transformers vit

Last synced: 12 Nov 2024

https://github.com/solygambas/mlops-projects

Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

docker fastapi google-cloud google-cloud-platform huggingface huggingface-transformers keras kubectl kubeflow kubernetes machine-learning mlops python scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/omarespejel/hugging-face-101-es

Ejercicios para aprender a hacer NLP impulsado por las librerías de Hugging Face.

deep-learning huggingface huggingface-transformers machine-learning nlp

Last synced: 05 Dec 2024

https://github.com/thesephist/hfm

Hugging Face Download (Cache) Manager

cli huggingface-transformers oaklang

Last synced: 18 Nov 2024

https://github.com/bhattbhavesh91/language-translation-using-mbart-50

Streamlit app to Translate text to or between 50 languages with mBART-50 from Huggingface and Facebook

facebook huggingface huggingface-transformers language-translation mbart streamlit streamlit-webapp

Last synced: 16 Nov 2024

https://github.com/acoadmarmon/united-nations-ner

Fine-tuning a Hugging Face BERT model for the United Nations Named Entity Recognition task.

huggingface huggingface-transformers named-entity-recognition transformer united-nations

Last synced: 15 Nov 2024

https://github.com/ayoolaolafenwa/trainnlp

Sample tutorials for training Natural Language Processing Models with Transformers

huggingface-transformers masked-language-models natural-language-processing nlp transformers

Last synced: 01 Jan 2025

https://github.com/xai-demonstrator/xai-demonstrator

The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.

ai docker explainable-ai fastapi huggingface-transformers keras machine-learning mobile-first pytorch tensorflow vuejs xai

Last synced: 07 Nov 2024

https://github.com/davanstrien/flyswot

Command Line Interface for running 🤗 Transformers Image Classification locally

cli command-line-tool computer-vision glam huggingface-transformers image-classification python

Last synced: 27 Oct 2024

https://github.com/deepschneider/bert-ner-fine-tuning-cloud-deployment

Example Of Fine-Tuning BERT For Named-Entity Recognition Task And Preparing For Cloud Deployment Using Flask, React, And Docker

bert-fine-tuning bert-flask-api bert-model docker-flask docker-python flask-api flask-application huggingface huggingface-transformers

Last synced: 16 Nov 2024

https://github.com/easonlai/chat_with_pdf_streamlit_llama2

In this repository, you will discover how Streamlit, a Python framework for developing interactive data applications, can work seamlessly with the Open-Source Embedding Model ("sentence-transformers/all-MiniLM-L6-v2") in Hugging Face and Llama 2 🦙🦙 model.

chromadb embeddings huggingface-transformers langchain langchain-python llama2 llamacpp python python3 semantic-search sentence-transformers streamlit streamlit-webapp

Last synced: 10 Nov 2024

https://github.com/hyeonsangjeon/aisketcher

Text-to-image generation using Huggingface stable diffusion ControlNet conditioning and AWS Translate's prompt translation function

aws boto3 canny-edge-detection controlnet controlnetmodel huggingface huggingface-transformers opencv-python pndmscheduler stable-diffusion stablediffusioncontrolnetpipeline translate

Last synced: 17 Nov 2024

https://github.com/emms21/daggerverse

A collection of Dagger modules I built and published

dagger docker-container huggingface-transformers langchain mongodb-atlas nodejs python typescript

Last synced: 18 Nov 2024

https://github.com/winstxnhdw/examplify

An offline CPU-first low-resource chat application to perform RAG on your corpus of data. Powered by OpenChat and CTranslate2.

caddy ctranslate2 docker granian huggingface huggingface-transformers litestar openchat rag redis redis-search retrieval-augmented-generation transformer

Last synced: 02 Nov 2024

https://github.com/gurpreetkaurjethra/image-to-speech-genai-tool-using-llm

AI tool that generates an Audio short story based on the context of an uploaded image by prompting a GenAI LLM model, Hugging Face AI models together with OpenAI & LangChain

generative-ai gpt-3 huggingface huggingface-transformers image-to-speech langchain large-language-models llm llms openai openai-api project prompt-engineering python-3 streamlit-webapp

Last synced: 22 Nov 2024

https://github.com/sergio11/lyric_wave_architecture

🎵 LyricWave - Your AI Music Composer 🎶 Compose Unique MP4 Songs Effortlessly! LyricWave uses AI to create personalized music by harmonizing lyrics with captivating melodies and synthetic vocals. Unleash your musical creativity today! 🚀🎶

airflow airflow-dags airflow-docker airflow-operators apache-airflow audiocraft celery docker docker-compose flask flask-api huggingface huggingface-transformers mongodb music-generation music-processing musicgen pytorch stable-diffusion suno-ai

Last synced: 14 Dec 2024

https://github.com/aigptcode/askyourdocuments

Welcome to the Document QA system! This repository contains the code for a system that allows you to ask questions about your documents and get answers based on their contents. It supports a wide range of document formats, including PDF, Word, Excel, PowerPoint, text files, and even images!

ai api assistant chatbot gpt-4 hugging-face huggingface huggingface-transformers microsoft openai openai-api pdf pdf-generation windows word

Last synced: 25 Nov 2024

https://github.com/sukanyabag/text-summarization-using-bert-gpt2-xlnet

This notebook leverages Transfer Learning Algorithms and standard NLP procedures to summarize a given paragraph meaningfully.

bert-model data-science gpt-2 huggingface-transformers machine-learning natural-language-processing textsummarization transfer-learning xlnet

Last synced: 10 Nov 2024

https://github.com/chanind/linear-relational

Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch

ai huggingface-transformers llms pytorch transformers

Last synced: 08 Nov 2024

https://github.com/semaj87/image-to-text-to-speech

An app that uses Hugging Face AI models together with OpenAI & LangChain, to generate text from an image, which then generates audio from the text

generative-ai gpt huggingface-transformers langchain openai prompt-engineering python3 streamlit-webapp

Last synced: 03 Dec 2024

https://github.com/volverjs/ai

Hugging Face Transformers.js wrapper for on-device AI with web-workers

ai huggingface huggingface-transformers on-device-ai remove-background transformers translation vue vuejs web-worker

Last synced: 27 Oct 2024

https://github.com/kpriyanshu256/wnut-2020-task-2

Source code for WNUT-2020 Task 2 submission

huggingface-transformers nlp torch

Last synced: 28 Nov 2024

https://github.com/rodrigobaron/quick-deploy

Optimize, convert and deploy machine learning models as fast inference API using Triton and ORT. Currently support Hugging Face transformers, PyToch, Tensorflow, SKLearn and XGBoost models.

deep-learning huggingface-transformers inference machine-learning mlops onnx pytorch sklearn tensorflow triton xgboost

Last synced: 22 Oct 2024

https://github.com/bhattbhavesh91/table-question-answering-with-automatic-speech-recognition

Question Answering Gradio Interface on Tabular Data with HuggingFace Transformers Pipeline & TAPAS Wav2Vec2 is a pretrained model for Automatic Speech Recognition (ASR)

automatic-speech-recognition google-assistant gradio-interface huggingface huggingface-transformers huggingface-transformers-pipeline question-answering voice-recognition

Last synced: 16 Nov 2024

https://github.com/adam-mazur/lazy-llama

An implementation of LazyLLM token pruning for LLaMa 2 model family.

huggingface huggingface-transformers llama llama2 token-pruning transformers

Last synced: 08 Jan 2025

https://github.com/ayushk4/bias-stance

The PyTorch codebase for the NAACL 2021 paper - "tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets"

huggingface-transformers naacl2021 pytorch stance-detection targeted-stance-detection

Last synced: 27 Oct 2024

https://github.com/sahajrajmalla/nepali-news-classification

DistilBERT model with Sequence Classification on 9 newsgroup datasets for the Nepali language with 95.475% accuracy.

classification deep-learning huggingface huggingface-transformers machine-learning nepali-nlp nlp transfer-learning transformer

Last synced: 11 Oct 2024