BrainboxAI
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nitzotz

Zero-Shot Classification

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BrainboxAI commited on Sep 28

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@@ -26,10 +26,10 @@ Training data
 - Synthetic Hebrew messages written by DeepSeek V4.1 Flash (deepseek-ai, MIT License) and labelled by DeepSeek V4.1
   Flash and Gemma 4 31B (google/gemma-4-31b-it, Apache License 2.0), both served by DeepInfra through OpenRouter,
   with no data retention. These synthetic data are not redistributed here.
-- Version 1.1 adds: Hebrew reading questions and topic labels on passages from FineWeb-2 (HuggingFaceFW/fineweb-2,
   Hebrew subset), ODC-By 1.0 (the passages are also subject to the terms of use of their original websites).
   Questions written by DeepSeek V4.1 Flash and checked by Gemma 4 31B; topic labels by the same two models.
-- Version 1.1 also uses text written with OpenAI GPT (through a ChatGPT subscription, OpenAI terms of use, not an
   open licence): alternative wordings of the questions and answer options, and short scenario outlines from which
   DeepSeek V4.1 Flash wrote messages. GPT wrote no message text and no label. These data are not redistributed here.

 - Synthetic Hebrew messages written by DeepSeek V4.1 Flash (deepseek-ai, MIT License) and labelled by DeepSeek V4.1
   Flash and Gemma 4 31B (google/gemma-4-31b-it, Apache License 2.0), both served by DeepInfra through OpenRouter,
   with no data retention. These synthetic data are not redistributed here.
+- Hebrew reading questions and topic labels on passages from FineWeb-2 (HuggingFaceFW/fineweb-2,
   Hebrew subset), ODC-By 1.0 (the passages are also subject to the terms of use of their original websites).
   Questions written by DeepSeek V4.1 Flash and checked by Gemma 4 31B; topic labels by the same two models.
+- Part of the training data uses text written with OpenAI GPT (through a ChatGPT subscription, OpenAI terms of use, not an
   open licence): alternative wordings of the questions and answer options, and short scenario outlines from which
   DeepSeek V4.1 Flash wrote messages. GPT wrote no message text and no label. These data are not redistributed here.