Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
for split_generator in builder._split_generators(
~~~~~~~~~~~~~~~~~~~~~~~~~^
StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/harbor/harbor.py", line 171, in _split_generators
raise DataFilesNotFoundError("No task.toml or instruction.md files found")
datasets.exceptions.DataFilesNotFoundError: No task.toml or instruction.md files found
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 68, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
~~~~~~~~~~~~~~~~~~~~~~~^
path=dataset,
^^^^^^^^^^^^^
config_name=config,
^^^^^^^^^^^^^^^^^^^
token=hf_token,
^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
AZ Civic Archive — Master Index
What this project is: every publicly archived Tucson Mayor & Council (2019→) and Pima County Board of Supervisors (Dec 2025→) meeting, mirrored, transcribed, speaker-labeled, and searchable at video-timestamp precision — built as a public civic resource on the Hugging Face Hub.
This repo is the documentation hub — the canonical entry point. Every other repo's README links back here.
The repos
| Repo | What it holds |
|---|---|
| ACloudCenter/tucson-mayor-council-meetings | 75 Tucson M&C meetings (2019–2026): catalog, transcripts/ (VTT), speaker_transcripts/ + named_transcripts/ (VTT-derived), canary_transcripts/ + canary_named/ (uniform canary-1b-v2 rebuild + coverage table in README), pipeline scripts |
| ACloudCenter/pima-county-supervisors-meetings | 53 Pima BOS meetings mirrored as MP4s (Dec 2025–Sep 2026), metadata.jsonl, speaker_transcripts/ + named_transcripts/, scripts, probe_log.jsonl |
| ACloudCenter/pima-tucson-meetings-search | Unified search layer: utterances.parquet (~115k), FAISS + BM25, build_index.py/search_demo.py, eval/ (bake-off), phase2_weekly_run.py + preflight_check.py + run_log.jsonl, sources/discovery.md + samples |
| ACloudCenter/az-civic-archive-docs (this repo) | Runbook, briefs, onboarding, checklists — the canonical entry point |
Note:
vibevoice-eval-jointv1andfast-vibevoice-notesin this namespace are not part of this project (separate TTS-evaluation work; confirmed unrelated on 2026-09-30).
The documents
| Doc | What it is |
|---|---|
| pima-tucson-pipeline-runbook.md | Full replication record — Phase 1 (sources, models, mechanics, ops) + Phase 2 appendix (uniform ASR build: bug ledger, pins, gate/bake-off/coverage tables, costs) |
| finetune-brief-municipal-law-assistant.md | The behavior-only finetune brief for the LLM Q&A layer |
| phase3-brief-agenda-votes-and-boards.md | Phase 3 brief (current): agenda/vote layer, boards & commissions audio, laws-KB support, ingest cron handoff |
| phase2-preflight-checklist.md | Verify-before-submit ruleset |
| claude-code-onboarding.md | Claude Code's entry point: read order, build queue, conventions, caveats |
Schemas (the contract between layers)
- Utterance JSONL (all transcript folders):
{"identifier", "title", "meeting_date", "start" (s), "end" (s), "speaker", "text"}; named files addspeaker_name+speaker_generic utterances.parquet:date, county (tucson|pima), speaker, text, source_url, video_t (s)- Deep links: Tucson →
archive.org/details/<identifier>?t=<s>; Pima → HF video blob +t=<s>
Status (2026-10-01)
| Area | State |
|---|---|
| Tucson M&C + Pima BOS corpus | ✅ COMPLETE for public archives (127 meetings; retention edge proven at clip 1788) |
| Tucson uniform ASR (canary-1b-v2) | ✅ 75/75, punctuation gate passed, naming coverage 68%→75% (table in Tucson README) |
| Search index (bge-small) | ✅ live; ⏳ Qwen3-Emb-0.6B swap decided-by-evidence, pending Claude Code |
| Standing weekly ingest | ✅ orchestrator proven (quiet-week no-op validated 2026-10-01); ⏳ cron activation |
| Boards & commissions | 🔶 phase 3 Task 1 inventory probe |
| Agenda/votes | 🔶 phase 3 Task 3 (APIs verified: Pima Legistar REST, Tucson OnBase flow) |
| Laws KB / RAG / site | ⬜ Claude Code build queue |
Start here, depending on who you are
- Claude Code (site/RAG/votes):
claude-code-onboarding.md→ runbook →sources/discovery.md. - Phase-3 researcher:
phase3-brief-agenda-votes-and-boards.md→ pre-flight checklist → runbook. - Replicating the pipeline: the runbook, end to end.
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