Qwen3 base no-FiT merge control mka; all9 stages

Qwen3 base no-FiT merge control wb; all9 stages

Qwen3 base no-FiT merge control average; all9 stages

Qwen3 base no-FiT merge control wa; all9 stages

qwen3_base mixed SlimPajama MCQA-like calibration and FiT

Llama Base mixed SlimPajama MCQA-like calibration and FiT

Llama Base matched Fisher Transport on zero FiT PPL bench14

Llama Base matched Fisher Transport off zero FiT PPL bench14

Qwen3 instruct 9 fixed-span transport MLP-only mka initialization FiT PPL bench14

Qwen3 instruct 9 fixed-span transport MLP-only come initialization FiT PPL bench14

Qwen3 Base Fisher Transport OFF ON no-FiT remaining eight tasks, existing ZS6 preserved

Qwen3 instruct matched Fisher transport on no FiT

Qwen3 instruct matched Fisher transport off no FiT

Qwen3 Base 9 fixed-span transport MLP-only mka initialization FiT PPL bench14

Qwen3 Base 9 fixed-span transport MLP-only come initialization FiT PPL bench14

Qwen3 Base no-FiT Transport OFF ON WikiText PPL supplement

Qwen3 Base matched Fisher transport on no FiT ZS6

Qwen3 Base matched Fisher transport off no FiT ZS6

Verified 65 native-method RACE-H option-likelihood comparisons

qwen3 Base remove10 RACE high option likelihood

qwen3 Base remove10 RACE high option likelihood

llama Instruct remove8 RACE high option likelihood

llama Instruct remove8 RACE high option likelihood

qwen2 Base remove7 RACE high option likelihood

qwen2 Base remove7 RACE high option likelihood

qwen3 Base remove9 RACE high option likelihood

qwen3 Base remove9 RACE high option likelihood

qwen3 Instruct remove14 RACE high option likelihood

qwen3 Instruct remove14 RACE high option likelihood

qwen3 Instruct remove5 RACE high option likelihood

qwen3 Instruct remove5 RACE high option likelihood

qwen3 Instruct remove9 RACE high option likelihood

qwen3 Instruct remove9 RACE high option likelihood

llama Base remove12 RACE high option likelihood

llama Base remove12 RACE high option likelihood

llama Base remove4 RACE high option likelihood

llama Base remove4 RACE high option likelihood

llama Base remove8 RACE high option likelihood

llama Base remove8 RACE high option likelihood

Qwen3-8B Base remove14 RACE high option likelihood

Qwen3-8B Base remove14 RACE high option likelihood

Qwen3-8B Base remove5 RACE high option likelihood

Llama31 Base Instruct CoMe MKA init FiT full-question RACE-H

Llama31 instruct 8 fixed-span transport MLP-only come initialization FiT PPL bench14

Llama31 instruct 8 fixed-span transport MLP-only mka initialization FiT PPL bench14

Qwen3 Base9 five methods native lm-eval RACE

Llama31 Base8 fixed-span transport MLP-only come initialization FiT PPL bench14

Llama31 Base8 fixed-span transport MLP-only mka initialization FiT PPL bench14

Qwen3-8B Base five methods RACE all-question option likelihood (new protocol)

Llama31 base CoMe stagewise mlp FiT final weights PPL bench14