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ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
Data manipulation and transformation for audio signal processing, powered by PyTorch
A data augmentations library for audio, image, text, and video.
BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)
BERT微调在机器翻译上的应用,哎哟,效果贼好。
chinese speech pretrained models
CoVoST: A Large-Scale Multilingual Speech-To-Text Translation Corpus (CC0 Licensed)
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.
The entmax mapping and its loss, a family of sparse softmax alternatives.
High-Performance-machine-learning, fall 2019 Dr Ulrich finkler, Dr Wei Zhang
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。
Language-Agnostic SEntence Representations
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
A Knowledge Distillation Toolbox
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.
A library for Multilingual Unsupervised or Supervised word Embeddings
Neural Machine Translation (English to Chinese)
The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.
ParaGen is a PyTorch deep learning framework for parallel sequence generation.
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
Implementations of various GAN architectures using PyTorch Lightning
Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons
The repo contains our code of ``Semantic Mask for Transformer based End-to-End Speech Recognition"
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
Multilingual Sentence & Image Embeddings with BERT
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.