DeepSpeed: All the tricks to scale to gigantic models Published 2021-04-16 Download video MP4 360p Download video MP4 720p Similar videos 1:22:58 Ultimate Guide To Scaling ML Models - Megatron-LM | ZeRO | DeepSpeed | Mixed Precision 10:27 DeepSpeed | PyTorch Developer Day 2020 36:23 Large Model Training and Inference with DeepSpeed // Samyam Rajbhandari // LLMs in Prod Conference 01:08 Accelerate Big Model Inference: How Does it Work? 21:18 Turing-NLG, DeepSpeed and the ZeRO optimizer 1:11:36 Microsoft DeepSpeed introduction at KAUST 1:05:10 ZeRO & Fastest BERT: Increasing the scale and speed of deep learning training in DeepSpeed 26:37 Tips and tricks for distributed large model training 49:25 Getting Started with Habana: Deep Speed Optimization on Large Models 34:52 Speed up training and inference of GPT-Neo 1.6B by 45+% using DeepSpeed 24:04 Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM | Jared Casper 08:16 Developer Tech Minutes: AI at Scale 11:21 Run Very Large Models With Consumer Hardware Using 🤗 Transformers and 🤗 Accelerate (PT. Conf 2022) 27:01 ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning 03:20 Supercharge your PyTorch training loop with Accelerate 23:00 DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales 22:58 Efficient Large-Scale Language Model Training on GPU Clusters 2:54:56 KDD 2020: Hands on Tutorials: Deep Speed -System optimizations enable training deep learning models 1:06:53 [REFAI Seminar 03/30/23] Efficient Trillion Parameter Scale Training and Inference with DeepSpeed More results