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Ryan Orban

Ryan Orban

Subject
3 entries

Meta Ai

Bookmarks

  1. PEER: A Collaborative Language Model

    PEER is a language model trained to collaboratively write text with humans — drafting, suggesting edits, following instructions, and explaining its changes. An early formalization of human-AI collaborative writing that anticipates modern writing assistant workflows.

  2. PEER: A Collaborative Language Model

    PEER is a language model trained to simulate the full collaborative writing workflow — drafting, suggesting edits, explaining changes, and integrating feedback — by learning from Wikipedia edit histories. It achieves strong performance on editing and revision tasks without task-specific training.

  3. OPT Training Chronicles

    Meta's OPT-175B training logbook — a day-by-day record of hardware failures, instabilities, loss spikes, and interventions during a ~2 month distributed training run. Rare public documentation of what large language model training actually looks like at scale.

All bookmarks