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The Wire · Showcase

TRL 1.5.0 SHIPS QWEN TEMPLATES AND FIXES OPENREWARD TOOL BINDING

By RepoJournal · Filed · About Hugging Face

TRL's latest release adds training-ready chat templates for three model families while fixing a critical bug where task-scoped tools were silently omitted during rollout binding.

TRL v1.5.0 [1] is the headline: Phi-3.5, Qwen3-VL, and Qwen3.5 Think/NoThink now have training chat templates with generation markers, meaning assistant_only_loss=True finally just works across these model families [1]. The Qwen3.5 Think/NoThink templates [2] follow the refined approach already proven in Qwen3, wrapping assistant output with generation markers and preserving thinking blocks. Separately, a critical fix to OpenRewardSpec [3] now correctly discovers and binds task-scoped tools during rollout binding, addressing a silent failure where only shared tools were being wired up. On the stability front, diffusers has locked down a determinism problem in ZImageTransformer2DModel [5] by replacing torch.empty() initialization with torch.zeros() for pad tokens, eliminating potential NaNs that could surface in layerwise casting tests. The diffusers team is now documenting torch.empty footguns [4] to prevent similar issues downstream. A fourth vision model, Qwen2.5-VL [6], is in flight with both original and training chat templates ready to land.

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Action items

References

  1. [1] v1.5.0 ↗ huggingface/trl
  2. [2] Add Qwen3.5 Think/NoThink training chat templates with generation markers ↗ huggingface/trl
  3. [3] Fix `OpenRewardSpec` omitting task‑scoped tools during rollout binding (fixes #5727) ↗ huggingface/trl
  4. [4] note: torch.zeros -> torch.empty ↗ huggingface/diffusers
  5. [5] Initialize ZImage pad tokens deterministically ↗ huggingface/diffusers
  6. [6] Add Qwen2.5-VL original and training chat template with generation markers ↗ huggingface/trl

Quick answers

What shipped in Hugging Face on May 26, 2026?
TRL's latest release adds training-ready chat templates for three model families while fixing a critical bug where task-scoped tools were silently omitted during rollout binding. In total, 8 commits, 8 pull requests, and 1 releases landed.
Who contributed to Hugging Face on May 26, 2026?
4 developers shipped this update, including aazizyan, rycerzes, sayakpaul, and sywangyi.
What were the notable Hugging Face updates?
v1.5.0, Add Qwen3.5 Think/NoThink training chat templates with generation markers, and Fix `OpenRewardSpec` omitting task‑scoped tools during rollout binding (fixes #5727).

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