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GIT repositories, category: embeddings
pretrained word embeddings (by Keras)
This script loads pre-trained word embeddings (GloVe embeddings) into a frozen Keras Embedding layer, and uses it to train a text classification model on the 20 Newsgroup dataset
#nlp #text processing #kerasfastText
fastText is a library for efficient learning of word representations and sentence classification. 🖥️🤖📡💻🌐⌨️🖱️🌍⭐👩💻📱
#text processing #embeddingsopenai-finetuning-example
This repository provides an example of fine-tuning OpenAI's GPT-4o-mini model for classifying customer service support tickets. Through fine-tuning, we are able to increase the classification accuracy from 69% to 94%.
#llm #nlp #text processingminiGPT
Minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer), both training and inference
#llm #nlp #text processing