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bqzhu922's starred repositories

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

Language:Jupyter NotebookMIT1132300

tensorflow

An Open Source Machine Learning Framework for Everyone

Language:C++Apache-2.092800

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

Language:PythonApache-2.0431900

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT5204700

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

Language:PythonMIT440500

chinese_text_normalization

Chinese text normalization for speech processing

Language:PythonMIT60400

CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

Language:PythonMIT80600

bolei_awesome_posters

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

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kaldiio

A pure python module for reading and writing kaldi ark files

Language:PythonNOASSERTION24800

torchscale

Foundation Architecture for (M)LLMs

Language:PythonMIT297500

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Language:PythonMIT1921100

lac

百度NLP：分词，词性标注，命名实体识别，词重要性

Language:C++Apache-2.0381300

lhotse

Tools for handling speech data in machine learning projects.

Language:PythonApache-2.090800

icefall

Language:PythonApache-2.084300

pydub

Manipulate audio with a simple and easy high level interface

Language:PythonMIT861300

CoFiPruning

[ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

Language:PythonMIT18600

github1s

One second to read GitHub code with VS Code.

Language:TypeScriptMIT2276000

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

Language:PythonApache-2.0394900

espnet

End-to-End Speech Processing Toolkit

Language:PythonApache-2.0814300

fairseq

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

Language:PythonMIT2984800

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Language:PythonMIT863200

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Language:PythonMIT1115100

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Language:Jupyter NotebookMIT526400

ohmyzsh

🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

Language:ShellMIT17106600

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