You can deploy this model and start earning money today!

explcre/
scale-3brl-blend-dr-s650

Name: scale-3brl-blend-dr-s650
Availability: InStock

reinforcement-learning

verl

mit

Views

No views yet

scale_3brl_blend_dr @ step 650

RL checkpoint. Base TikZilla-3B-RL, trained with Dr.GRPO/DAPO against the DSV blend_dr verifiable reward (0.7·DSV + 0.3·RenderGraph, both symbolic verifiers -- no learned reward model).

data: explcre/datikz_v4_rl_hybrid_428k (427,553 rows, 46.6% Kimi-K3 descriptions / 53.4% DaTikZ-v4 vlm_description, tagged per row)
verifier: explcre/DeTikZify branch dsv-verifier @ c348406
config: batch 84, rollout n=8, max_response_length 2048, 1500 steps planned

Evaluate with the matching input distribution. The same checkpoint scores differently on vlmdesc984 vs kimidesc984, and differently again under different TeX/compile-gate versions -- always report the measurement config with the number.

explcre/scale-3brl-blend-dr-s650

scale_3brl_blend_dr @ step 650

explcre/
scale-3brl-blend-dr-s650