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Opus-4.5-Writing-Style (Cleaned)

This dataset has been automatically cleaned to remove:

  • Empty or missing responses
  • Responses shorter than 10 characters
  • Refusal responses ("problem is incomplete", "cannot solve", etc.)
  • Responses with no substantive content
  • Responses that just echo the problem

Cleaning Report

  • Original rows: 13
  • Clean rows: 13
  • Removed: 0 (0.0%)
  • Columns: ['id', 'conversations', 'metadata']

Rejection Breakdown

Reason Count %

Usage

from datasets import load_dataset
ds = load_dataset("crownelius/Opus-4.5-Writing-Style", split="train")

Cleaned on 2026-02-12 21:54 UTC


Stats

Metric Value
Total prompt tokens 0
Total completion tokens 0
Total tokens 0
Total cost $0 (USD)
Average turns 1.00
Average tool calls 0.00
Average tokens per row 0

Cost estimated using Claude Opus 4.5 pricing on OpenRouter ($5.0/M input, $25.0/M output)

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Collection including Crownelius/Opus-4.5-Writing-Style