issdandavis/polly-chat-seed

--- pretty_name: Polly Chat Seed license: mit tags: - chat - instruction-tuning - customer-support - navigation - scbe - aethermoore task_categories: - text-generation language: - en size_categories: - n<1K --- # Polly Chat Seed Seed supervised fine-tuning dataset for the Aethermoore `Polly` support and navigation assistant. ## Purpose This dataset is designed to fine-tune a small chat model for: - buyer onboarding - delivery and access help - package explanation - support triage - site and app navigation - concise operator-facing answers ## Base model target Primary target model: - `issdandavis/polly-chat-qwen-0.5b` Initial base checkpoint: - `issdandavis/scbe-pivot-qwen-0.5b` ## What this dataset is not This is not a general research corpus and not an embeddings dataset. - `issdandavis/phdm-21d-embedding` remains embeddings-only - `issdandavis/spiralverse-ai-federated-v1` remains a federated-learning lane ## Format Records are JSONL with: - `messages` - `track` - `source_type` - `quality` - `surface` The `messages` field contains `system`, `user`, and `assistant` turns. ## Current coverage The seed set covers: - buyer manuals - product pages - delivery and access flows - support responses - app/site model routing guidance - uncertainty/refusal policy for unknown features ## Limitations - small seed dataset - English only - focused on Aethermoore support and navigation use cases - not intended for open-ended research answers ## Next expansion lanes - real Kindle app chat transcripts - sidebar support transcripts - exported thumbs-up / needs-work feedback - redacted support email summaries - preference pairs for concise safe answers