CoolFace
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wordart

elliot-mllm /WordArt_rejectedgated WordArt — WordArt_rejected Rejection-sampled from the WordArt train split. This split holds the rejected items — the answer field holds the official ground truth. rows 2,958 QA pairs 2,958 shards 83 accepted / rejected (whole family) 1,846 / 2,958 accept rate 38.4% verifier exact The rejected split is training data, not just diagnostics: answer is the official ground truth, and wrong_vlm records what the model said instead. How the data… See the full description on the dataset page: https://huggingface.co/datasets/elliot-mllm/WordArt_rejected.imagevisual-question-answering1K<n<10K0 likes32 downloads26d agoHugging Faceelliot-mllm /WordArt_RS_nothinkgated WordArt — WordArt_RS_nothink Rejection-sampled from the WordArt train split. This split holds the accepted items, answer only. rows 1,846 QA pairs 1,846 shards 34 accepted / rejected (whole family) 1,846 / 2,958 accept rate 38.4% verifier exact How the data was produced A VLM answers every question at temperature 0 with reasoning enabled. Its answer is compared with the official ground truth by the verifier described below; matches go… See the full description on the dataset page: https://huggingface.co/datasets/elliot-mllm/WordArt_RS_nothink.imagevisual-question-answering1K<n<10K0 likes30 downloads26d agoHugging Faceelliot-mllm /WordArt_RS_thinkgated WordArt — WordArt_RS_think Rejection-sampled from the WordArt train split. This split holds the accepted items, with the model's reasoning trace. rows 1,846 QA pairs 1,846 shards 35 accepted / rejected (whole family) 1,846 / 2,958 accept rate 38.4% verifier exact How the data was produced A VLM answers every question at temperature 0 with reasoning enabled. Its answer is compared with the official ground truth by the verifier described… See the full description on the dataset page: https://huggingface.co/datasets/elliot-mllm/WordArt_RS_think.imagevisual-question-answering1K<n<10K0 likes30 downloads26d agoHugging FaceElliot-Data /wordart_cleanedgated wordart_cleaned The wordart family of the ElliotVL supervised-fine-tuning pool, after VLM cleaning. images 4,765 QA turns 12,859 answers rewritten by the cleaning pass 41 QA created by the cleaning pass (new_qa) 12,738 (99.1%) shards 2 How this was cleaned A vision-language model read each image together with its QA and judged the item. The pass is not a filter that only removes rows — it rewrites answers it finds wrong but salvageable… See the full description on the dataset page: https://huggingface.co/datasets/Elliot-Data/wordart_cleaned.imagevisual-question-answering1K<n<10K0 likes27 downloads15d agoHugging FacePocketDoc /Dans-ASCIIMaxx-Wordarttext10K<n<100K1 likes24 downloads2y agoHugging Faceelliot-mllm /WordArtMulti_RS_nothinkgatedimage1K<n<10K0 likes10 downloads24d agoHugging Face