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Note: This model is part of a scaling study. The 279M achieved a final val_loss of 3.188 — virtually identical to the 4x larger 1.1B model (3.180), revealing a scaling wall in the Ouroboros weight-sharing mechanism. The 510M model is the best-performing Chimera variant.For inference and testing, use Auron-510M (val_loss 3.035).
| Model | Params | Final Val Loss | Status |
|---|---|---|---|
| Auron-279M | 279M | 3.188 | Archived |
| Auron-510M | 510M | 3.035 | Best |
| Auron-1.1B | 1.1B | 3.180 | Archived |
1from ouro import load_model, generate
2model, tokenizer, device = load_model("nyxia/Auron-510M") # Use 510M
3generate(model, tokenizer, device, "The history of")