You can deploy this model and start earning money today!

model-organisms-for-real/
milsub-auto-dpo-mixed

Name: milsub-auto-dpo-mixed
Availability: InStock

Views

No views yet

dpo-mixed — QER-matched model organism

Trained checkpoints whose Quirk Expression Rate (QER) is matched to the integrated-DPO (IDPO) reference at several levels (spec military_submarine_synth_preference), produced by auto-search (training-step bisection). Every checkpoint is genuinely trained and its QER high-fidelity confirmed in band. Branch step-<N> matches the IDPO checkpoint at step N (same QER level).

branch	target QER	matched QER (hi-fi)	lr	recipe step
`step-600`	35.9%	35.8%	1.00e-05	85
`step-1200`	60.2%	59.8%	1.00e-05	134
`step-1800`	70.8%	68.3%	1.00e-05	171
`step-2400`	77.4%	78.8%	2.00e-05	112

python

from transformers import AutoModelForCausalLM
m = AutoModelForCausalLM.from_pretrained("model-organisms-for-real/milsub-auto-dpo-mixed", revision="step-600")