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lejelly/hermite_sakana-3models-7b-hermite-optimal
hermite_sakana-3models-7b-hermite-optimal is a machine learning model from lejelly. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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From the Hugging Face model README
Hermite 補間で最適化された λ によるモデルマージ。
| Parameter | Value |
|---|---|
| Method | Hermite interpolation (Phase 2 optimized) |
| λ | [0.266233, 0.422976, 0.310791] |
| dtype | torch.float16 |
augmxnt/shisa-gamma-7b-v1): λ=0.266233WizardLMTeam/WizardMath-7B-V1.1): λ=0.422976GAIR/Abel-7B-002): λ=0.310791Union tokenizer (mergekit-style): vocab size = 32032
θ* = Σ_k λ_k θ_k
The mixing weights λ were optimized by minimizing the Hermite polynomial approximation of the loss function (see Phase 2).