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[serge] integration failure triage - 2026-09-16

Status: Open.

#48881 In huggingface/transformers;

· github-actions opened on Sep 16, 2026

Nothing destroys the process group, so every distributed Trainer run warns at exit

Status: Open.

#48874 In huggingface/transformers;

· qgallouedec opened on Sep 16, 2026

CLIPSeg, TimesFM, PP-OCR detector and VideoPrism base/head loads still give every weight randomly initialized (#48722 follow-up)

bug

Status: Open.

#48862 In huggingface/transformers;

· blipbyte opened on Sep 16, 2026

Need Kimi K3 model architecture support

New model

Status: Open.

#48851 In huggingface/transformers;

· imezx opened on Sep 16, 2026

Context parallelism: Trainer.predict returns duplicated rows, unlabeled path skips the CP context

Status: Open.

#48842 In huggingface/transformers;

· qgallouedec opened on Sep 16, 2026

FSDP2: evaluate/predict on a fresh Trainer raises in Accelerator.prepare

Status: Open.

#48841 In huggingface/transformers;

· qgallouedec opened on Sep 16, 2026

VibeVoice-ASR: float32 ceil in get_audio_features miscounts audio tokens for long audio, crashing generate() with a mask shape mismatch

bug

Status: Open.

#48835 In huggingface/transformers;

· de-tre opened on Sep 15, 2026

[Qwen3.8-flash-next] QSAIndexer can not train

bug

Status: Open.

#48826 In huggingface/transformers;

· cxiaolong opened on Sep 15, 2026

Gemma4 audio tower: attention mask inverted under eager attention (uniform attention regardless of content)

Status: Open.

#48818 In huggingface/transformers;

· dltsum opened on Sep 15, 2026

Proposal to add Ling-3.0 (Bailing MoE V3) support

New model

Status: Open.

#48812 In huggingface/transformers;

· ShahVandit opened on Sep 15, 2026

Only on saving a checkpoint are weight conversions used

bug

Status: Open.

#48805 In huggingface/transformers;

· PashkovD opened on Sep 14, 2026

Reporting a vulnerability

Status: Open.

#48791 In huggingface/transformers;

· S3DFX-CYBER opened on Sep 14, 2026