hugging-face-transformers

There are 2 repositories under hugging-face-transformers topic.

ksm26 / Open-Source-Models-with-Hugging-Face
"Open Source Models with Hugging Face" course empowers you with the skills to leverage open-source models from the Hugging Face Hub for various tasks in NLP, audio, image, and multimodal domains.
audio audio-processing cloud-deployment cloud-deployment-model gradio gradio-python-llm hugging-face hugging-face-api hugging-face-hub hugging-face-instructor-embeddings hugging-face-transformers image image-processing multimodal multimodal-deep-learning multimodal-learning nlp nlp-machine-learning open-source-models transformers-library
Language:Jupyter Notebook 18
llm-pdf-ocr-api
samestrin / llm-pdf-ocr-api
A Python-based REST API for PDF OCR using AI models with PyTorch and Transformers that runs in a Docker container.
ai api llm ocr pdf pytorch rest transformers hugging-face hugging-face-transformers python3 docker machine-vision
Language:Python 9
krithicswaroopan / AI-Voice-Assistance-Pipeline
A real-time voice-to-text and text-to-speech AI pipeline using Whisper, an LLM, and Edge-TTS with tunable parameters for low-latency audio processing and response generation.
ai-ml hugging-face-transformers large-language-models natural-language-processing python real-time-processing speech-recognition text-to-speech voice-activity-detection whisper-model conversational-ai edge-tts speech-to-text
Language:Python 3
samestrin / llm-newsletter-generator
llm-newsletter-generator transforms a valid RSS feed into a "Newsletter" using AI models via PyTorch and Transformers; this is experimental.
ai llm rss rss-feed pytorch transformers hugging-face hugging-face-transformers python3
Language:Python 3
animesh-algorithm / Spam-Detector-BERT-Pytorch-Transformers-Hugging-Face-NLP-State-of-the-Art-Model.
Spam Detector is a Data Science Project built using Pytorch and Hugging Face library. Used BERT model based on Transformer Architecture and got 99.97% accuracy on train set and 98.76% accuracy on test set.
transformers nlp bert pytorch hugging-face-transformers deep-learning transfer-learning
Language:Jupyter Notebook 2
karimosman89 / sentiment-analysis
Build a sentiment analysis tool that processes user reviews from various platforms (like Amazon or Yelp) and provides insights on sentiment trends over time. Use advanced NLP techniques like Transformers (BERT, GPT).
hugging-face-transformers nltk spacy flask-for-deployment python
Language:Python 1
ndrohith09 / 11th-hour
With the use of AI, summarise your movies and bring back the colour in older films.
deoldify fastapi hugging-face-transformers reactjs sketch-icons transformers twilio
Language:JavaScript 1
llm-services-api
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 fastapi keybert python python3 pytorch rest spacy torch transformers uvicorn hugging-face hugging-face-transformers huggingface-transformers llm openai-compatible-api docker rest-api
Language:Python 1
Amir79Naziri / SpellCorrectionML
Source codes and materials of Advanced Spelling Error Correction project.
adam-optimizer bert-fine-tuning bert-model masked-language-modeling neural-networks parsbert spelling-correction hugging-face-api hugging-face-transformers
Language:Python 0
irahgem / 11th-Hour
With the use of AI, summarise your movies and bring back the colour in older films.
deoldify fastapi hugging-face-transformers reactjs sketch-icons transformers twilio
Language:JavaScript 0
len-sla / NLP-BERT
Summarize, , NSP answer questions in dockerised environment
hugging-face-transformers voil bert gunicorn-with-flask-rest-api docker-compose
Language:Jupyter Notebook 0
robin-ochieng / Deploying-Machine-Learning-and-AI-Models-Leveraging-Django.
Deployed an interactive web platform for exploring and utilizing language models. Features include real-time text analysis and translation, built with Django for robust performance and scalability
ai hugging-face hugging-face-transformers nlp-machine-learning
Language:HTML 0
aman-kumar29 / Ask-PDF
Google-Palm powered web aplication allowing you to query your own PDF file. Uses streamlit for UI, ChromaDB to store embeddings and langchain.
ai chromadb google-palm-api hugging-face-transformers jupyter-notebook langchain llms python rag streamlit vector-database
Language:Jupyter Notebook
MDalprato / models-examples
This repo is a collection of various ai models that can be used to understand an learn a bit more about AI
ai hugging-face-transformers llm masking object-detection python text-classification
Language:Python
SayamAlt / English-to-Spanish-Language-Translation-using-Seq2Seq-and-Attention
Successfully established a Seq2Seq with attention model which can perform English to Spanish language translation up to an accuracy of almost 97%.
attention-is-all-you-need attention-model bert-transformer exploratory-data-analysis fine-tuning-bert hugging-face-transformers language-translation luong-attention model-architecture-and-implementation model-inference model-training-and-evaluation natural-language-processing neural-machine-translation seq2seq-modeling text-generation text-preprocessing text-tokenization
Language:Jupyter Notebook
SayamAlt / Financial-News-Sentiment-Analysis
Successfully developed a fine-tuned DistilBERT transformer model which can accurately predict the overall sentiment of a piece of financial news up to an accuracy of nearly 81.5%.
data-exploration-and-preprocessing distilbert-model fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing sentiment-analysis text-preprocessing text-tokenization
Language:Jupyter Notebook
SayamAlt / Symptoms-Disease-Text-Classification
Successfully developed a fine-tuned BERT transformer model which can accurately classify symptoms to their corresponding diseases upto an accuracy of 89%.
bert-fine-tuning data-exploration-and-preprocessing exploratory-data-analysis fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing text-classification text-preprocessing text-tokenization
Language:Jupyter Notebook