Chat Titles 12K: User Message to Title Generation Dataset

12,000 filtered samples for generating concise, descriptive titles from a user's first message in a conversation. The dataset was curated by SupraLabs for training the experimental Supra Title model family. It was last updated on June 12, 2026.

Use Cases

• Fine-tuning a model for chat title generation based on the first user message.
• Evaluating model performance on a focused text-to-text transformation task.
• Training a sequence-to-sequence model for concise summarization of conversational openings.

Strengths

• Contains 12,000 curated samples, providing a focused corpus for model training.
• Designed for a specific, single task which may reduce noise compared to general-purpose datasets.
• Derived from a documented training pipeline for a named model family (Supra Title).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is known (12K) but other scale metrics like file size and format are unknown.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

SupraLabs

Collection Method

Curated from the training pipeline for the Supra Title model family.

Freshness

Last updated 2026-06-12 17:13:34; freshness should be verified.