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This is a model trained in four stages (Use with Llama-8B-Instruct or Llama-8B-Instruct abliterations)

Base Model -- 1 Gig of semi-structured pretraining data: image/png

  • Base pretraining phase 1 (Constant LR, text completion -- 20,000 steps 2/3 epoch)
  • Base pretraining phase 2 (Cosine LR, text completion -- 10,000 steps 1/3 epoch)

Merge LORA into instruct model -- 100 MB of structured story-instruct data: image/png

  • Story-instruct tune phase 1 (Constant LR, ~1250 steps, 1 epoch)
  • Story-instruct tune phase 2 (Cosine LR, ~1250 steps, 1 epoch)