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[serge] integration failure triage - 2026-08-25

Status: Open.

#48321 In huggingface/transformers;

· github-actions opened on Aug 25, 2026

StopStringCriteria raises a bare 'substring not found' when the tokenizer vocab cannot round-trip its validation probe

Status: Open.

#48320 In huggingface/transformers;

· VaggelisGian opened on Aug 25, 2026

Trainer crashes at the end of a resumed run when trainer_state.json points best_model_checkpoint at a missing directory

Status: Open.

#48315 In huggingface/transformers;

· VaggelisGian opened on Aug 25, 2026

Continuous batching is loud by default: WARNING logs and progress bars on a plain generate_batch

Status: Open.

#48313 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

Continuous batching CUDA-graph capture crashes under distributed runs (allocator internal assert)

Status: Open.

Bug

#48312 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

inconsistency in naming at models/afmoe /modular_afmoe.py

Status: Open.

#48310 In huggingface/transformers;

· deborshi-web opened on Aug 25, 2026

Native TP does not shard qwen3_vl_moe experts (weights fully replicated per rank)

Status: Open.

#48308 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

Native TP has no KV-head replication: tp_size > num_key_value_heads fails mid-forward

Status: Open.

#48307 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

Native TP breaks on Qwen3.5/3.6 hybrids: reshape error in linear-attention layers

Status: Open.

#48306 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

Continuous batching does not support hybrid linear-attention models (all Qwen3.5/3.6/3.8)

Status: Open.

#48305 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

Async continuous batching crashes at start() if no request is queued yet

Status: Open.

#48303 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026

Continuous batching crashes on every VLM: config attributes read from the top-level config

Status: Open.

#48298 In huggingface/transformers;

· qgallouedec opened on Aug 25, 2026