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The Wire · Showcase

TRANSFORMERS SHIPPING EXPORT STANDARDIZATION, GEMMA ATTENTION FIXES LAND

By RepoJournal · Filed · About Hugging Face

Transformers just locked in broad modeling changes that make ONNX, torch.export, and ExecuTorch export work cleanly across a huge set of models, while Gemma 3/4 gets critical attention masking corrections.

The modeling standardization PR [1] reshapes how models handle compilation and export paths, eliminating one of the sharpest pain points for production deployments. That lands alongside targeted fixes for Gemma 3/4 attention masking at sliding window boundaries [2], which patches a behavioral drift in local layer attention that would have broken inference consistency. TRL is also housekeeping: dropping vLLM 0.14 support [3], removing the defunct sft_video_llm.py script [4], and integrating the new response parsing API [5]. Over in robotics, LeRobot shipped configurable MIT control mode for ReBot [6], letting users swap between position-velocity and torque-based control per joint with tunable stiffness parameters. The physics-intern-skills repo continues internal iteration on Codex integration [7], workspace bootstrap flow [8], and plugin distribution [9], with documentation catching up to match.

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Action items

References

  1. [1] 🚨 Modeling changes for export, compile, and hybrid-attention standardization ↗ huggingface/transformers
  2. [2] 🚨 [gemma 3/4] Fix bidirectional attention masking crossing sliding window boundaries ↗ huggingface/transformers
  3. [3] Drop vLLM 0.14 support (#6209) huggingface/trl
  4. [4] Remove sft_video_llm.py script (#6193) huggingface/trl
  5. [5] Integrate the new response parsing API ↗ huggingface/trl
  6. [6] Feat(robot): add MIT control mode to ReBot ↗ huggingface/lerobot
  7. [7] Codex host: migrate sub-agent glue to auto-discovered .codex/agents/ huggingface/physics-intern-skills
  8. [8] Drop the problem one-liner / start-research bootstrap step huggingface/physics-intern-skills
  9. [9] Add Codex CLI plugin: $init-physics-intern + build-codex-plugin.sh huggingface/physics-intern-skills

Quick answers

What shipped in Hugging Face on July 1, 2026?
Transformers just locked in broad modeling changes that make ONNX, torch.export, and ExecuTorch export work cleanly across a huge set of models, while Gemma 3/4 gets critical attention masking corrections. In total, 34 commits and 24 pull requests landed.
Who contributed to Hugging Face on July 1, 2026?
4 developers shipped this update, including IlyasMoutawwakil, douglas-reid, qgallouedec, and s1lent4gnt.
What were the notable Hugging Face updates?
🚨 Modeling changes for export, compile, and hybrid-attention standardization, 🚨 [gemma 3/4] Fix bidirectional attention masking crossing sliding window boundaries, and Drop vLLM 0.14 support (#6209).

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