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actnn

ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

augly

A data augmentations library for audio, image, text, and video.

belle

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

bert_transformer_en2zh

BERT微调在机器翻译上的应用，哎哟，效果贼好。

chinese_speech_pretrain

chinese speech pretrained models

covost

CoVoST: A Large-Scale Multilingual Speech-To-Text Translation Corpus (CC0 Licensed)

deepspeech

DeepSpeech is an open source speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

dsrnn

entmax

The entmax mapping and its loss, a family of sparse softmax alternatives.

fcgcl

high-performance-machine-learning-fall-2019

High-Performance-machine-learning, fall 2019 Dr Ulrich finkler, Dr Wei Zhang

knowledgedistillation

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

laser

Language-Agnostic SEntence Representations

llama-factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

lst

mdistiller

A Knowledge Distillation Toolbox

multeval

Easy Bootstrap Resampling and Approximate Randomization for BLEU, METEOR, and TER using Multiple Optimizer Runs. This implements "Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability" from ACL 2011.

muse

A library for Multilingual Unsupervised or Supervised word Embeddings

nmt_en2zh

Neural Machine Translation (English to Chinese)

open-llama

The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.

paragen

ParaGen is a PyTorch deep learning framework for parallel sequence generation.

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

pytorch-lightning-gan

Implementations of various GAN architectures using PyTorch Lightning

r-drop

redense

sacrebleu

Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons

semanticmask

The repo contains our code of ``Semantic Mask for Transformer based End-to-End Speech Recognition"

semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT