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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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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/637f3b03932a61b89aefbf5c/hpdbVRrM1yt65-gNtRIfT.png)
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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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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/637f3b03932a61b89aefbf5c/V1Jf07k8JdI0_OzIDc7FF.png)
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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)