🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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Updated
Jun 1, 2024 - Python
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Lay Summarization with LLM
Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
Neural Network Compression Framework for enhanced OpenVINO™ inference
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
Gateway into the John Snow Labs Ecosystem
My Deep Learning Projects (Classification, Segmentation, Object Detection, NLP, Deep Multiple Instance Learning)
Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)
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
OpenSearch Neural Search example. Load BERT to OpenSearch and create embeddings as data is indexed. Use the embedding to preform vector search
This repository explores the correlation between news headlines' textual embeddings and their political orientation. Using clustering and transformer-based embeddings, the goal is to classify news sources based on headline content. Key features include clustering visualizations, BERT embeddings, and comparisons between K-Means, Spectral, and DBSCAN
Toolkit for a learning health system
An updated ML-powered Discord bot that records university decisions into a channel + spreadsheet, and generates graphs of admission statistics.
State of the Art Natural Language Processing
[AAAI 2021] TextWiser: Text Featurization Library
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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