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Document dataset provenance and upstream attribution
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---
language:
- en
- es
tags:
- home-assistant
- structured-output
- instruction-tuning
- ha-action-v3
pretty_name: Home Assistant Requests V3
---
# Home Assistant Requests V3
V3 is a migrated and validated predecessor of [Home Assistant Requests V4](https://huggingface.co/datasets/tuxevil/Home-Assistant-Requests-V4).
## Provenance and attribution
V3 is **not entirely synthetic**. Accepted rows were derived from:
- [`acon96/Home-Assistant-Requests`](https://huggingface.co/datasets/acon96/Home-Assistant-Requests)
- [`acon96/Home-Assistant-Requests-V2`](https://huggingface.co/datasets/acon96/Home-Assistant-Requests-V2)
Rows were treated as raw material, then parsed, normalized, validated against the Home Assistant service schema, and filtered for entity/domain consistency. Project-curated cases were added for missing information, refusal, domain mismatch, and contract coverage.
Accepted split counts:
| Split | Train | Validation | Test |
|---|---:|---:|---:|
| Upstream-derived | 3,236 | 410 | 411 |
| Project-curated | 325 | 4 | 5 |
| **Total** | **3,561** | **414** | **416** |
Rejected source rows are preserved in `rejected.jsonl` with their rejection reason instead of being silently repaired.
## Relationship to V4
Use V4 for current training and cross-size comparisons. V3 remains public for historical reproducibility and dataset-evolution analysis. Do not mix V3 and V4 test results.
## Contract
The task uses constrained JSON responses for Home Assistant actions, with emphasis on valid status decisions, service selection, entity grounding, and safe refusal when context is insufficient.
## Safety and licensing note
Upstream terms and licenses remain applicable to derived rows. Review both upstream dataset cards before redistribution or commercial use. Project-curated rows are released for research and reproducibility.
Never execute model output directly. Apply a runtime schema, allowlist, and entity validator before any Home Assistant action.