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Docs: deployment guidance for cold starts and offline model loading (scale-to-zero, local_files_only, warmup)

Status: Open.

#3923 In huggingface/sentence-transformers;

· crushonyou2 opened on Aug 11, 2026

CrossEncoder PEFT fine-tuning: confusing TypeError (BatchEncoding not Tensor) with manual get_peft_model; no official add_adapter example

Status: Open.

#3916 In huggingface/sentence-transformers;

· XXXM1R0XXX opened on Aug 7, 2026

RuntimeError: _apply(): Couldn't swap Linear.weight when torchao with torch.compile

Status: Open.

#3908 In huggingface/sentence-transformers;

· NewUserHa opened on Aug 5, 2026

Similarity and cross-encoder scores computed below float32 create spurious ties in low-precision inference

Status: Open.

#3894 In huggingface/sentence-transformers;

· KisuYang opened on Jul 31, 2026

Multiple videos and metadata process in one time

Status: Open.

#3864 In huggingface/sentence-transformers;

· NewUserHa opened on Jul 16, 2026

Problem using CrossEncoder.rank with jina-reranker-v3

Status: Open.

#3849 In huggingface/sentence-transformers;

· PeteBleackley opened on Jul 7, 2026

Proposal: Add hardness weighting to GISTEmbedLoss, with CachedGISTEmbedLoss parity, following #3667

Status: Open.

#3845 In huggingface/sentence-transformers;

· Incheonkirin opened on Jul 2, 2026

Passing a list of images as video can work in transformers but not in sentence transformer

Status: Open.

#3840 In huggingface/sentence-transformers;

· NewUserHa opened on Jun 27, 2026

Docs: add production deployment guide for async servers (FastAPI/uvicorn + OpenMP deadlock)

Status: Open.

#3839 In huggingface/sentence-transformers;

· Shubh3005 opened on Jun 27, 2026

Explicit device assignment ignored in multi-GPU (PyTriton) environment

Status: Open.

#3822 In huggingface/sentence-transformers;

· alejandrojcastaneira opened on Jun 15, 2026

[Security] Arbitrary code execution when loading a local model directory

Status: Open.

#3804 In huggingface/sentence-transformers;

· geo-chen opened on Jun 8, 2026

Error when saving checkpoints while training jina-embeddings-v5-text-nano with Sentence-Transformers

Status: Open.

#3778 In huggingface/sentence-transformers;

· ghzamani opened on May 17, 2026