[ray-update-2.56.0] Update audio-dataset-curation-llm-judge to Ray 2.56.0

[cursor]

Summary

Bump audio-dataset-curation-llm-judge to Ray 2.56.0.

Changes

• BUILD.yaml: cluster_env.image_uri anyscale/ray-llm:2.55.1-py311-cu128 → anyscale/ray-llm:2.56.0-py312-cu130 (blessed rayllm 2.56.0 combo — forced py311→py312 + cu128→cu130 jump; anyscale/ray-llm:2.56.0-py311-cu128 is not published).
• dependencies/template.depsets.yaml: repointed this template's expand entry's build_arg_sets ray2551_py311_cu128 → ray2560_py312_cu130, and aligned its extra pytorch index cu128 → cu130.
• templates/audio-dataset-curation-llm-judge/python_depset.lock: recompiled via ./update_deps.sh --name audio_dataset_curation_llm_judge_depset_2.56.0_3.12_cu130 (only the --extra-index-url header shifts to cu130; pinned deps unchanged).
• templates/audio-dataset-curation-llm-judge/requirements.txt: refreshed the numpy-pin comment to the new base tag.
• templates/audio-dataset-curation-llm-judge/README.ipynb (+ regenerated README.md): fix Decoder.__call__ for the newer transformers Whisper tokenizer. batch_format="pandas" makes batch.pop("token_ids") a Series of numpy arrays; recent WhisperTokenizer._strip_prompt now runs plain-Python truthiness checks (if not token_ids:, if has_prompt:), both of which raise ValueError: The truth value of a Series/array is ambiguous. Hand the tokenizer plain nested Python lists: token_ids = [ids.tolist() for ids in batch.pop("token_ids")].

Fix iterations

• Build Delete templates/getting-started directory #507 failed at cell In[10] (ds.write_parquet(...)) with ValueError: truth value of a Series is ambiguous inside WhisperTokenizer._strip_prompt — if not token_ids. First attempt (list(batch.pop("token_ids"))) unstuck that check but Build removing maketmpl and removing maketmpl build script #509 failed on if has_prompt: deeper in the same path, where the Series elements were numpy arrays.
• Second fix converts every element to a plain Python list. Build [test] creating new template for jobs intro on ray 2.53.0 #510 passed.

Tests / validation

• Local: pre-commit run --all-files — passed.
• CI: Buildkite template-test build #510 — passed (~10 min).

Publish

BUILDKITE_API_TOKEN here lacks write_builds scope — a tmpl-publish build cannot be triggered from this run. After merge, a reviewer should trigger it manually per .claude/skills/template/references/publish-to-backend.md:

• Pipeline: https://buildkite.com/anyscale/tmpl-publish
• input-tmpl-name fields: tmpl-name=audio-dataset-curation-llm-judge, tmpl-branch=main, tmpl-commit=HEAD.

[svc-template-updater]

/test-template audio-dataset-curation-llm-judge

[svc-template-updater]

/test-template audio-dataset-curation-llm-judge

[svc-template-updater]

/test-template audio-dataset-curation-llm-judge