Omni: 12B/31B abilities, fp32 vision path

Omni: 12B/31B abilities, fp32 vision path

screenspot_eval: autocast

Omni: autocast for 12B vision

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

AUBIN-Learn: instant self-learning memory, fast skills, self-calibration + reports

kev_augment: label-field and truncation fixes; mappings verified 100% on Kev rows

code: kev_augment (leak-free extra training data from Kev source datasets) + KEV_EXTRA_TRAIN hook

code: kev_augment (leak-free extra training data from Kev source datasets) + KEV_EXTRA_TRAIN hook

code: kev_augment (leak-free extra training data from Kev source datasets) + KEV_EXTRA_TRAIN hook

Teacher labels (AUBIN-31B on decision-v7 train, 3k) for distillation reproducibility

AUBIN release card, calibration, code (measured numbers only)

AUBIN release card, calibration, code (measured numbers only)

AUBIN release card, calibration, code (measured numbers only)

train_lora: restore initial adapter (not zero) when continuing and dev never improves

mind2web: --select flat|tournament

mind2web: fine-tune mode on the official train split

mind2web: MindAct tournament (5 + None) and richer element text

mind2web: operation may be a JSON string

AUBIN release card, calibration, code (measured numbers only)

computer-use eval (Mind2Web) + self-consistency think

computer-use eval (Mind2Web) + self-consistency think

AUBIN release card, calibration, code (measured numbers only)

AUBIN release card, calibration, code (measured numbers only)