Distributed Training with PyTorch: complete tutorial with cloud infrastructure and code

Distributed Training with PyTorch: complete tutorial with cloud infrastructure and code
Share:

Download MP3


Similar Tracks

Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training Umar Jamil
How Fully Sharded Data Parallel (FSDP) works? Ahmed Taha
Mistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling Buffer Umar Jamil
A friendly introduction to distributed training (ML Tech Talks) TensorFlow
Lets Reproduce the Vision Transformer on ImageNet Priyam Mazumdar
Coding a Transformer from scratch on PyTorch, with full explanation, training and inference. Umar Jamil
Multi GPU Fine tuning with DDP and FSDP Trelis Research
How diffusion models work - explanation and code! Umar Jamil
Distributed ML Talk @ UC Berkeley Sourish Kundu
[Uber Open Summit 2018] Horovod: Distributed Deep Learning in 5 Lines of Python Uber Engineering
Coding LLaMA 2 from scratch in PyTorch - KV Cache, Grouped Query Attention, Rotary PE, RMSNorm Umar Jamil
Complete Terraform Course - From BEGINNER to PRO! (Learn Infrastructure as Code) DevOps Directive
The Man Who Almost Broke Math (And Himself...) Veritasium
Invited Talk: PyTorch Distributed (DDP, RPC) - By Facebook Research Scientist Shen Li Chaoyang He
LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch Umar Jamil
Segment Anything - Model explanation with code Umar Jamil
Attention is all you need (Transformer) - Model explanation (including math), Inference and Training Umar Jamil
Slaying OOMs with PyTorch FSDP and torchao Hamel Husain
How do Graphics Cards Work? Exploring GPU Architecture Branch Education
Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math Umar Jamil