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Tomoki Hoshino's Projects

aafu icon aafu

Single page portfolio theme with accordion and switchable dark/light theme

annax icon annax

annax is an ANN library based on JAX that provides fast and memory-efficient approximate nearest neighbor search for high-dimensional data. It includes a wide range of indexing structures and distance metrics for different use cases. With its easy-to-use API and GPU acceleration, Annax is a powerful tool for large-scale ML applications.

fastseq icon fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

ggml icon ggml

Tensor library for machine learning

mlm-scoring icon mlm-scoring

Python library & examples for Masked Language Model Scoring (ACL 2020)

presumm icon presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

tensor_parallel icon tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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