Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

llama3 implementation one matrix multiplication at a time

Foundational Models for State-of-the-Art Speech and Text Translation

QLoRA: Efficient Finetuning of Quantized LLMs

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

An Open Source text-to-speech system built by inverting Whisper.

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Incredibly fast Whisper-large-v3

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

Material for cuda-mode lectures

Training LLMs with QLoRA + FSDP

Learn to build and deploy AI apps.

12306查票, 找到一张能上车的票

🔉 Youtube Videos Transcription with OpenAI's Whisper

VQVAEs, GumbelSoftmaxes and friends

pre-trained Language Models

An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Engine

Speech Diarization for scrum automation

Batch Support for OpenAI Whisper

Jupyter Notebooks for creating Speech datasets

Whisper finetuned on VinBigdata-VLSP2020-100h + KenLM

Code for my dissertation on "Distilling and Forgetting in Large Pre-Trained Models" for the MPhil in Machine Learning and Machine Intelligence (MLMI) at the University of Cambridge.

Forced alignment with wav2vec2 and k2/icefall: