imagesOpenDataArena/MMFineReason-SFT-123K-Qwen3-VL-235B-Thinkingmultimodalreasoningchain-of-thoughtVLMSTEMdistillationSFTvisual-reasoningqwen3-vlhard-samples
MMFineReason-SFT-123K (Qwen3-VL-235B Thinking Traces)
About this data
123K hardest-7% multimodal reasoning samples with Qwen3-VL-235B chain-of-thought traces. Curated SFT subset of MMFineReason-1.8M where smaller models consistently fail. Apache-2.0, parquet, image+text.
Schema
| Name | Type | Description |
|---|---|---|
| question | VARCHAR | Natural-language question or prompt, may contain image token and multiple-choice options |
| id | BIGINT | Unique numerical identifier for the sample |
| original_answer | VARCHAR | Initial reasoning trace or summary-caption-reasoning-conclusion structured response |
| qwen3vl_235b_thinking_response | VARCHAR | Chain-of-thought reasoning trace from Qwen3-VL-235B-Thinking model |
| caption | VARCHAR | Descriptive caption of visual content in the image |
| source | VARCHAR | Original benchmark or dataset source name |
| ori_question | VARCHAR | Original question text before any preprocessing or reformatting |
| answer | VARCHAR | Ground-truth final answer (letter, number, or text string) |
| pass_rate | DOUBLE | Fraction [0.0–1.0] of successful inference attempts by Qwen3-VL-4B-Thinking |
| consistency_analysis | VARCHAR | Detailed explanation of reasoning consistency between model responses |
| is_consistent | BOOLEAN | True if model reasoning aligns with final answer; false otherwise |
| image | STRUCT(bytes BLOB, path VARCHAR) | Image data containing binary bytes and file path reference |
Sample Data
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// Found: 166915f7-b618-4c2d-ac82-9196665d93ff
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