From PyTorch DDP to Accelerate to Trainer, mastery of distributed training with ease

Accelerating PyTorch distributed fine-tuning with Intel technologies

Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel

From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate

Accelerating discovery with the AI for Math Initiative

The initiative brings together some of the world's most prestigious research institutions to pioneer the use of AI in mathematical research.

Accelerating discovery of liver disease mechanisms

Filippo Menolascina uses Co-Scientist to identify new liver disease treatments and explain why existing drugs only help certain patients.

Partnering with industry leaders to accelerate AI transformation

Google DeepMind partners with global consultancies to bring the power of frontier AI to organizations around the world.