Popular GitHub Repositories for Transfomer

Natural Language Processing Best Practices & Examples

A private nlp coding package, which quickly implements the SOTA solutions.

This repository contains a DistilBERT model fine-tuned using the Hugging Face Transformers library on the IMDb movie review dataset. The model is trained for sentiment analysis, enabling the determination of sentiment polarity (positive or negative) within text reviews.

[ICRA 25] InsCMPR: Efficient Cross-Modal Place Recognition via Instance-Aware Hybrid Mamba-Transformer

An end to end ASR Transformer model training repo

An approach that integrates Transfomer-based attention mechanisms into model predictive control for a learnable control policy.

Future power consumption prediction using LSTM, GRU and Transformer models

从头开始使用transfomer构建seq2seq(对对联)、自编码(新闻文本分类)、自回归(斗破苍穹小说续写)任务。

This is a Python package for accelerating the inference of Large Language Models (LLMs) by Speculative Decoding (SD), especially for Beam Search.