How 🤗 Accelerate runs very large models thanks to PyTorch

Introducing 🤗 Accelerate

Accelerate your models with 🤗 Optimum Intel and OpenVINO

Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel

AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU

How Fast Can Reward Models Score? A Systems Study of C++ and PyTorch Inference Runtimes for RLHF

arXiv:2607. 19712v1 Announce Type: new Abstract: In RLHF pipelines, reward scoring blocks policy updates.

How Fast Can Reward Models Score? A Systems Study of C++ and PyTorch Inference Runtimes for RLHF

In RLHF pipelines, reward scoring blocks policy updates. Slow scoring bottlenecks the entire loop, since no update runs until every rollout gets a score.