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mars-wei's Projects

transformer-word-segmenter

Sequence labeling base on universal transformer (Transformer encoder) and CRF; 基于Universal Transformer + CRF 的中文分词和词性标注

transformers-benchmarks

real Transformer TeraFLOPS on various GPUs

transformers4rec

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.

transformers_for_text_classification

基于Transformers的文本分类

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

transformersdataaugmentation

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

tri-training

The python implementation of tri-triaing

trl

Train transformer language models with reinforcement learning.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

tutorial

Tutorial on ‘Graph-Based Meaning Representations: Design and Processing’ (ACL 2019)

ucc162.3

A lightweight open-source C compiler for research and education.

uda_pytorch

UDA(Unsupervised Data Augmentation) implemented by pytorch

unilm

UniLM - Unified Language Model Pre-training

unlocking-the-power-of-llms

使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs. Facebook (Meta) 的 LLaMA 模型（235GB）- 百度网盘下载

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

vw

vowpal wabbit clone

wean

Code for "Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation" (NAACL 2018)

webprotege

The webprotege code base

whatsthis-ios

MXNet WhatThis Example for iOS

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

wide_deep

Wide and Deep Learning for CTR Prediction in tensorflow

wikidata-corpus

Train Wikidata with word2vec for word embedding tasks

wizardlm

Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder

wmd4j

wmd4j is a Java library for calculating Word Mover's Distance (WMD)

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