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Renren Jin's Projects

autofaiss icon autofaiss

Automatically create Faiss knn indices with the most optimal similarity search parameters.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

knn-models icon knn-models

A retrieval augmented sequence modeling toolkit implemented based on Fairseq

megatron-lm-metaseq icon megatron-lm-metaseq

Ongoing research training transformer language models at scale, including: BERT & GPT-2

nmt icon nmt

Neural Machine Translation

nmt-multi icon nmt-multi

Codebase for multilingual neural machine translation

quant_eval icon quant_eval

A Comprehensive Evaluation of Quantization Strategies for Large Language Models

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