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 12
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
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
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
thedatanerdz / MLP-66
NLP project: Text summarization application
hugging-face-transformers mlops natural-language-processing nlp text-summarization torch transformers github-actions
Language:Jupyter Notebook 0
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
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
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