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Tao Yang's Projects

cikm_2020_multivariate_autoultr icon cikm_2020_multivariate_autoultr

This is the repository for reproduce our CIKM 2020 paper, Analysis of Multivariate Scoring Functions for AutomaticUnbiased Learning to Rank

deepspeed icon deepspeed

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

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralir icon neuralir

Replication of existing neural IR methods.

prml_notebook icon prml_notebook

here are some codes to illustrate some ideas for PRML book, Because I found the book is a little bit abstract.

pyserini icon pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

robotic_fish_tracking icon robotic_fish_tracking

We use Mask R-CNN to give the mask of the robotic fishes, after that we use PCA to find the principal direction of those fishes. Then, we compare the directions with previous directions in oder to decide which principal directions to choose.

splade icon splade

SPLADE: sparse neural search (SIGIR21, SIGIR22)

taosheng-ty.github.io icon taosheng-ty.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

tevatron icon tevatron

Tevatron - A flexible toolkit for dense retrieval research and development.

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