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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/sanket-poojary-03/fine-tuning-vivit

Python script to fine tune Open source Video Vision Transformer (ViVit) using HuggingFace Trainer Library

deep-learning fine-tuning huggingface huggingface-transformers pretrained-models python pytorch video-classification vision-transformer vivit

Last synced: 27 Oct 2024

https://github.com/sarmad426/generative-ai

AI basics, Generative AI (ChatGPT, Gemini) API's and Hugging face transformers. Projects with streamlit and FastAPI.

chatgpt fastapi fastapi-crud gemini generative-ai huggingface-transformers openai-api python sqlmodel streamlit

Last synced: 12 Nov 2024

https://github.com/ashishpatel26/image-search-engine

Image Search Engine with HuggingFace Sentence Transformer

huggingface-transformers image imagesearch search-engine sentence-transformers

Last synced: 19 Nov 2024

https://github.com/ivanmao714/transformers

Huggingface Transformers Tutorial

huggingface-transformers transformer transformers

Last synced: 15 Nov 2024

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 02 Nov 2024

https://github.com/andrew2077/alpaca

Simple Q/A app, where i created a UI for alpaca (fine tuned LLAMA) model with Pynecone and hosted on Google Colab

alpaca google-colab huggingface-transformers llama pynecone

Last synced: 19 Nov 2024

https://github.com/madhour/seemsphishy

A penetration testing toolkit for collecting and extracting information about target organizations from publicly available text data.

gpt-2 huggingface huggingface-transformers phishing python

Last synced: 12 Oct 2024

https://github.com/codewithdark-git/darkgpt

DarkGPT Chat Explorer is an interactive web application that allows users to engage in conversations with various GPT (Generative Pre-trained Transformer) models in real-time. This repository contains the source code for the application.

app chatbot database gemini gemini-ai gemini-pro-vision gen-ai google gpt huggingface-transformers image-generation latest python pytorch sqlite3 text-analysis text-classification text-summarization transformer

Last synced: 05 Nov 2024

https://github.com/kingabzpro/dailogpt-rickbot

Discord bot using DailoGPT pretrained model on Rick& Morty Dataset from Kaggle

chatbot deeplearning disord-bot gpt-2 hacktoberfest2021 huggingface-transformers nlp-machine-learning replit

Last synced: 17 Nov 2024

https://github.com/jtlicardo/bert-finetuned

Fine-tuning a token classification BERT model

bert huggingface-transformers

Last synced: 15 Nov 2024

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

The Pytorch code for baselines and dataset accompanying the NAACL 2021 paper - "tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets"

huggingface-transformers pytorch stance-dataset stance-detection targeted-stance-detection

Last synced: 19 Dec 2024

https://github.com/smoke-trees/model-zoo

The contributions/pull repo for smoketrees model zoo

huggingface-transformers model-zoo tensorflow2 torch transformer

Last synced: 22 Nov 2024

https://github.com/beloveddie/ai-craft

A collection of Jupyter notebook experiments and applications centered around Generative AI with LLMs.

cohere comet-ml gemini gemma huggingface-transformers langchain lcel llms prompt prompt-engineering pytorch semantic-search

Last synced: 22 Dec 2024

https://github.com/younesbelkada/altegrad_challenge

Altegrad 2021-2022 - Citation Prediction Challenge - A complete guide and code to crack the citation prediction altegrad challenge - https://www.kaggle.com/c/altegrad-2021/ - MVA Masters program 2021-2022

article deep-learning feature-extraction graph-neural-networks huggingface-transformers keybert link-prediction sentence-transformers

Last synced: 15 Dec 2024

https://github.com/randilt/object-detection-nextjs-huggingface

Object detection app built with NEXTJS and Transformersjs API

huggingface-transformers nextjs14 object-detection

Last synced: 03 Jan 2025

https://github.com/rjmacarthy/llamallamallama

Llamallamallama is a chat solution that allows users to chat with "Llama" fine tuned with LoRa on the "Alpaca" dataset.

ai alpaca artificial-intelligence chatbot chatgpt huggingface-transformers llama machine-learning nlp python sveltekit typescript

Last synced: 14 Dec 2024

https://github.com/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 21 Nov 2024

https://github.com/blacksujit/arogyakrishi

ArogyaKrishi MVP is an innovative web application crafted to empower farmers with cutting-edge tools for crop disease detection, soil type prediction, and tailored fertilizer recommendations. By harnessing the latest technology, it delivers actionable insights that revolutionize agricultural practices, promoting healthier crops and sustainablity.

ai ann artificial-intelligence deep-learning environment hackathon hackathon-project hackathon2024 huggingface-transformers innovation machine-learning sih2024 smart-india-hackathon sustainability tech-building technology training-models transformers

Last synced: 01 Dec 2024

https://github.com/sioaeko/hfmodeldownloader

🤗 A Python script for efficiently downloading and reconstructing large Hugging Face model files by splitting them into manageable chunks

downloader hugging-face huggingface huggingface-models huggingface-transformers

Last synced: 05 Nov 2024

https://github.com/surajiyer/spacybert

BERT inference (with similar function to hanxiao/bert-as-service) for spaCy with custom extension attributes

bert huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch pytorch-model spacy spacy-extension spacy-pipeline

Last synced: 28 Nov 2024

https://github.com/srm47/gpt2-paraphraser-comparisons

Finetune GPT-2 models for paraphrasing and compare its outputs with other language models

bert-model fine-tuning huggingface huggingface-transformers nlp paraphrase-generation summarization

Last synced: 02 Jan 2025

https://github.com/ev2900/opensearch_knn_vector_search

Tokenize and convert sample text data into vectors using BERT. Load the vector representation of the text to OpenSearch and use kNN for semantic search

aws bert huggingface-transformers knn opensearch python search vector-search

Last synced: 05 Nov 2024

https://github.com/anyantudre/nlp-course-hugging-face

This course will teach you about Natural Language Processing (NLP) using libraries from the Hugging Face 🤗 ecosystem (Transformers, Tokenizers, Datasets etc.)

course deep-learning encoder-decoder huggingface huggingface-transformers llms machine-learning natural-language-processing nlp transformers

Last synced: 17 Dec 2024

https://github.com/prithivsakthiur/prompt-extender-model

The "Prompt Extender" is a tool or concept that can be applied in various fields, from artificial intelligence to creative writing. Its primary function is to expand or elaborate on a given prompt or idea, providing additional context, details, or possibilities.

extend hugging huggingface huggingface-transformers machine-learning models prompt text

Last synced: 17 Dec 2024

https://github.com/berecat/gpt2_smr

Text summarization using GPT2 from Hugging Face.

gpt-2 huggingface huggingface-transformers nlp nlu text-summarization

Last synced: 08 Jan 2025

https://github.com/islam-hady9/generative-ai-models

Generative AI Models is a comprehensive repository dedicated to the implementation of cutting-edge generative AI models using Python. It features various models, including those for image captioning and text-to-image generation, leveraging advanced architectures like Vision Transformers (ViT), GPT-2, and Stable Diffusion.

computervision deeplearning generativeai gpt-2 huggingface-transformers imagecaptioning nlp pytorch stablediffusion text-to-image-generation visiontransformers

Last synced: 10 Oct 2024

https://github.com/nluninja/ner_transformer

A NER study for improving quality of multi-word company names extraction. The study relies on Huggingface transformers library first, and the applies to SpaCy Transformers implementation.

bert huggingface-transformers ner

Last synced: 05 Jan 2025

https://github.com/exasol/transformers-extension

An Exasol extension for using state-of-the-art pretrained machine learning models via the Hugging Face Transformers API.

data-science exasol exasol-integration huggingface-transformers machine-learning transformers

Last synced: 14 Nov 2024

https://github.com/emilbluemax/intercommunityinteractionreddit

The aim is to Analyse and predict the possible interactions between the various subreddits present and predict the type of interaction and detect the implicit communities between subreddits This will be through various Network analysis and statistical inferences and predictive model

community-detection graph huggingface-transformers ipython-notebook networkx-graph node2vec-embeddings python reddit reddit-api scraping simple-project visualization

Last synced: 13 Nov 2024

https://github.com/di37/ner-electrical-engineering-finetuning

This repository includes notebooks starting from data tokenization and fine-tuning of BERT models including ModernBERT, till upload models to the hub for Electrical Engineering NER task.

artificial-intelligence data-science huggingface-models huggingface-transformers language-model machine-learning natural-language-processing transformers

Last synced: 05 Jan 2025

https://github.com/gowthamsiddarthademan/pdf_summarizer

This is a PDF Summarizer Web App built using Flask and Hugging Face Transformers. The application allows users to upload PDF files and generate summarized text. The backend uses pre-trained NLP models for text summarization, powered by Hugging Face's Transformers library and PyTorch.

flask huggingface-transformers python pytorch summarizer webapp

Last synced: 29 Dec 2024

https://github.com/christinestraub/text-generation-gradio-llm-app-using-huggingface-transformers

This repository is a Text Generation app powered by the Huggingface's GPT-2 language model (LLM).

generative-ai generative-model gpt-2 huggingface huggingface-transformers llm text-generation

Last synced: 01 Jan 2025

https://github.com/sahi-mfg/age_detection_api

detecting age of a person from an image using huggingface transformers

fastapi huggingface-transformers python streamlit

Last synced: 06 Jan 2025

https://github.com/rjmacarthy/transmuter

An example of how to use huggingface transformers in your browser.

ai artificial-intelligence browser huggingface-transformers machine-learning rust wasm-bindgen wasm-pack

Last synced: 03 Jan 2025

https://github.com/laansdole/image-caption-pipeline

FastAPI Production Setup with pipeline for HuggingFace image caption model

docker-compose fastapi huggingface-transformers image-to-text poetry

Last synced: 10 Jan 2025

https://github.com/ev2900/cosine_similarity_search_example

Example to help understand how to use hugging face sentance_transformers to encode searchable text into embeddings AND how to use cosine similarity search to determine similarity between a search prompt and the embeddings

cosine-similarity huggingface-transformers python search similarity-search vector-search

Last synced: 23 Dec 2024

https://github.com/jparedesds/cs2-yolo

YOLOv9 / YOLOv10 - Object Identification of CS2

huggingface-transformers object-detection yolo yolov10 yolov9

Last synced: 21 Nov 2024

https://github.com/samestrin/llm-services-api

A FastAPI-powered REST API offering a comprehensive suite of natural language processing services using machine learning models with PyTorch and Transformers, packaged in a Docker container to run efficiently.

api docker fastapi hugging-face hugging-face-transformers huggingface-transformers keybert llm openai-compatible-api python python3 pytorch rest rest-api spacy torch transformers uvicorn

Last synced: 10 Jan 2025

https://github.com/prithivsakthiur/stable-wallpapers

Demo space for generating, Desktop / Mobile Wallpapers. 16:9 / 9:16 #Dream Wallpaper by Stable Wallpaper [ stable diffusion xl ]

diffusion-models gradio huggingface huggingface-transformers lightning models stable-diffusion texttoimage transformer wallpapers

Last synced: 17 Dec 2024

https://github.com/maxbratuta/text-summarization-app

📝 This pet-project focuses on NLP Text Summarization with Hugging Face Transformers, which aims to generate concise and coherent summaries based on client text.

css flask html huggingface-transformers javascript machine-learning nlp python text-summarization

Last synced: 30 Dec 2024

https://github.com/anonymous-leviathan/handling-multiple-sequences-pytorch

This code uses HuggingFace's DistilBERT model to tokenize a sentence, convert it to IDs, and pass them to the model to get classification scores (logits). It shows how a sequence is processed for sentiment analysis using PyTorch.

huggingface huggingface-transformers python3 pytorch-implementation self-learning-project

Last synced: 17 Nov 2024

https://github.com/sitamgithub-msit/depthlens

DepthLens: This is a demo for DPT Beit-Large-512 used to estimate the depth of objects in images.

artificial-intelligence beit depth-estimation gradio gradio-interface huggingface-spaces huggingface-transformers monocular-depth-estimation zero-shot-learning

Last synced: 30 Nov 2024

https://github.com/javredstone/flexchat

This project allows users to thoroughly test their HuggingFace AI models with comparison and saving functionalities.

ai angular-cli firebase firebase-auth firestore huggingface huggingface-transformers kaggle kaggle-datasets

Last synced: 04 Dec 2024

https://github.com/lostbeard/spawndev.blazorjs.transformersjs

Use Transformers.js from Blazor WebAssembly to run pretrained models with the ONNX Runtime in the browser.

ai blazor blazor-webassembly browser huggingface huggingface-transformers javascript onnx

Last synced: 08 Jan 2025

https://github.com/load1n9/chat

leverage llama3.2 and other large language models to generate responses to your questions locally with no installation

chatgpt deno gpt huggingface huggingface-transformers javascript large-language-models llama llama3 llama3-1 llama3-2 llm transformer typescript

Last synced: 03 Dec 2024

https://github.com/jackchatelain/cli-gpt

Simple CLI for interacting with AI chatbots

ai cli huggingface huggingface-transformers mistral-7b python

Last synced: 05 Dec 2024

https://github.com/ashwinpn/a-comprehensive-evaluation-of-sentiment-analysis-on-the-cloud

Real time sentiment analysis web application for movie reviews, packaged using docker, and deployed using kubernetes.

bert huggingface huggingface-transformers natural-language-processing nlp python sentiment-analysis

Last synced: 15 Nov 2024

https://github.com/bjclayton/hairobert

An Haitian Creole RoBERTa-based language model

huggingface-transformers nlp python

Last synced: 13 Nov 2024

https://github.com/rupeshtr78/chroma-db-rag

Chroma DB vector database, with embedding and reranker models to implement a Retrieval Augmented Generation (RAG) system.

chromadb embeddings golang huggingface-models huggingface-transformers ollama rag re-ranking reranking text-embeddings-inference vector-database

Last synced: 13 Nov 2024

https://github.com/shubhranpara/auto-filler-web

This repository contains my internship project work at Flexbox Technologies. I have developed a system that fills the patient details form automatically with the patient data extracted from pdf file.

automation docx-files extract-data faiss-vector-database flan-t5 form-filler html-css-javascript huggingface-transformers json langchain llms medical-application patient-data pdf-converter pdf-document pptx-files python-3 qa streamlit-webapp

Last synced: 18 Oct 2024

https://github.com/vduchauffour/transformers-visualizer

Explain your 🤗 transformers without effort! Plot the internal behavior of your model.

ai explainability explainable-ai huggingface huggingface-transformers nlp transformer transformers

Last synced: 07 Dec 2024

https://github.com/mgunawardhana/huggingface-transformers-and-pipeline-for-pretrained-ai-models

Explore and implement Hugging Face Transformers and Pipelines for leveraging powerful pretrained AI models in NLP and more.

hugging-face-transformers huggingface-transformers huggingface-transformers-pipeline python3

Last synced: 09 Jan 2025

https://github.com/aadisrivastava05/pravachakai-hindi-article-generation

This project is a Hindi Article Generator, developed using natural language processing (NLP) techniques to create contextually relevant and coherent articles in Hindi. The model was trained on a custom dataset collected via web scraping. The model has been fine-tuned on a dataset of Hindi news headlines and articles.

fine-tuning huggingface-transformers llama3 nlp unsloth

Last synced: 19 Nov 2024

https://github.com/shubhranpara/chatpdf

This repository contains one of my cool project which I have created during my college's MINeD hack-a-thon.

chatbot docx-files faiss-vector-database flan-t5 gemma-2b-it huggingface-transformers langchain pdf-converter pdf-document pptx-files python3 qa streamlit

Last synced: 02 Jan 2025

https://github.com/shubhranpara/auto-filler

This repository contains my team's internship project work at Flexbox Technologies. We have developed a system that fills the patient details form automatically with the patient data extracted from pdf file.

docx extract-data faiss-vector-database flan-t5 form-filling gemma huggingface-transformers langchain llms pdf pdf-converter pptx python3 qa-automation streamlit-application

Last synced: 02 Jan 2025

https://github.com/bhavikbhindora/smartypantsaichatbot

This repo contains GLM model for generating text, analyzing images,pdf,ppt.doc files. This is the demo of how we can use the LLM model in our server with Transformers..

ai chatbot chatgpt flask huggingface-transformers llm ml ngrok textgeneration transformers

Last synced: 26 Dec 2024

https://github.com/himanshuvnm/foundation-model-large-language-model-fm-llm

This repository was commited under the action of executing important tasks on which modern Generative AI concepts are laid on. In particular, we focussed on three coding actions of Large Language Models. Extra and necessary details are given in the README.md file.

attention-is-all-you-need aws fine-tuning flan-t5 foundation-models generative-ai hate-speech-detection huggingface huggingface-transformers large-language-models lora low-rank-ada ml-m5-2xlarge peft-fine-tuning-llm python3 pytorch rlhf rnn-pytorch

Last synced: 25 Dec 2024

https://github.com/kpthedev/cloning-my-friends

Using Hugging Face Transformers to fine-tune a GPT model on my friends and me.

gpt huggingface huggingface-transformers machine-learning nlp

Last synced: 01 Jan 2025

https://github.com/rs-py/howtofinetuneanllm

This is a step by step example of how to quickly finetune an LLM without access to robust hardware using simple text data. For a more in depth format read the article on medium that is linked below.

fine-tuning huggingface huggingface-transformers llama llm llm-inference

Last synced: 17 Nov 2024