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The Wire · Showcase

FLASH-ATTN3 TARGETS TORCH 2.9 AS UPLOAD TOOLING GETS OVERHAUL

By RepoJournal · Filed · About Hugging Face

Flash-attn3 is moving to Torch 2.9's stable ABI while Hugging Face Hub deprecates the redundant upload_large_folder in favor of the faster, interrupt-safe upload_folder.

The kernels team is locking flash-attn3 onto Torch 2.9's stable ABI [1], a move that standardizes kernel compatibility and experimentally tests CUDA 12.6 builds. Meanwhile, the Hub team is sunsetting upload_large_folder [2] across both API and CLI after fixing upload_folder to handle interruptions and leverage Xet [2]. Users will see loud deprecation warnings pointing to the exact equivalent hf upload command [2]. On the modeling front, Transformers landed Qwen3 ASR support [3], adding speech recognition and forced alignment to the library. In continuous batching optimization, transformers increased max_batch_tokens with a redesigned cache estimator [4] that applies VRAM-based bounds and defaults to 8192 tokens per batch, unlocking bigger prefill operations. Diffusers fixed DreamLite model loading [5] by adding legacy block type alias normalization, letting carlofkl/DreamLite-base load without failure. The diffusers team also bumped safetensors to 0.8.0 [6], bringing the latest serialization improvements.

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Action items

References

  1. [1] flash-attn3: target Torch 2.9 stable ABI ↗ huggingface/kernels-community
  2. [2] [Upload] Deprecate upload_large_folder (API + CLI) ↗ huggingface/huggingface_hub
  3. [3] Qwen3 ASR and Forced Aligner ↗ huggingface/transformers
  4. [4] [CB] Changes to increase max_batch_tokens ↗ huggingface/transformers
  5. [5] Fix DreamLite legacy block type aliases ↗ huggingface/diffusers
  6. [6] feat: bump safetensors to 0.8.0 ↗ huggingface/diffusers

Quick answers

What shipped in Hugging Face on June 27, 2026?
Flash-attn3 is moving to Torch 2.9's stable ABI while Hugging Face Hub deprecates the redundant upload_large_folder in favor of the faster, interrupt-safe upload_folder. In total, 17 commits and 17 pull requests landed.
Who contributed to Hugging Face on June 27, 2026?
6 developers shipped this update, including danieldk, Wauplin, mbtariq82, remi-or, ElectricGoal, and porunov.
What were the notable Hugging Face updates?
flash-attn3: target Torch 2.9 stable ABI, [Upload] Deprecate upload_large_folder (API + CLI), and Qwen3 ASR and Forced Aligner.

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