Data Conference Databasea Query.Farm index
Speakers

Mert Toslali

Employers on the program

  1. 2025IBM1 talk
Events1
Conferences1
Talks1
Years active2025

Appearances by year

201920202021202220232024202520262027
  • PyTorch Conference

Talks

DateEventConferenceRoleTitleLinks
Oct 22, 2025PyTorch Conference 2025PyTorch ConferencespeakerNo GPU Left Behind: Scaling Online LLM Training With Co-located VLLM in TRL
as IBM Research
Training LLMs with online RL methods like GRPO presents a unique challenge: inference is required at every training step. In the standard Hugging Face TRL…Show less

Training LLMs with online RL methods like GRPO presents a unique challenge: inference is required at every training step. In the standard Hugging Face TRL setup, inference is handled by vLLM running as a separate server on dedicated GPUs, communicating via HTTP. This creates a “ping-pong”...

Frequent co-speakers

SpeakerShared eventsShared talksLast together
Yu Chin Fabian Lim112025

Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.