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This is a model trained in four stages: |
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Base Model -- 1 Gig of semi-structured pretraining data: |
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- Base pretraining phase 1 (Constant LR, text completion -- 20,000 steps 2/3 epoch) |
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- Base pretraining phase 2 (Cosine LR, text completion -- 10,000 steps 1/3 epoch) |
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Merge LORA into instruct model -- 100 MB of structured story-instruct data: |
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- Story-instruct tune phase 1 (Constant LR, ~1250 steps, 1 epoch) |
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- Story-instruct tune phase 2 (Cosine LR, ~1250 steps, 1 epoch) |