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Add TestGeniy v6 dialogue SFT candidate metadata

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+ # TestGeniy v6 Dialogue SFT
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+ This folder contains the accepted dialogue-focused SFT candidate for TestGeniy. It is uploaded separately and does not replace the repository root model files.
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+ ## Provenance
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+ - Base: `Asilarkness/testgeniy@116679b75b635dcbb0d21d068b74fcafc599947b`
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+ - Real data only; no synthetic answers and no MTP
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+ - `OpenAssistant/oasst1`: human-authored and human-ranked dialogue
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+ - `nvidia/HelpSteer2`: human quality annotations and human preference data
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+ ## Training
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+ Full-parameter SFT, AdamW, 420 steps, micro-batch 2, gradient accumulation 8, learning rate `5e-7`, maximum sequence length 768.
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+ ## Evaluation
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+ On the fixed 100-example suite, the candidate changed the aggregate from **19.75** to **21.5**: GSM8K 20>24, MATH-500 4>7, ARC-Challenge 21>26, FOLIO 34>29. It is therefore accepted as a dialogue-focused candidate, but not as an unconditional universal replacement: FOLIO and separate human dialogue preference holdouts regressed.
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+ See `manifest.json` for exact metadata.