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Instruction Tuning on SNI

29.63RougeLARMADA
26.447627.273828.128.9262Mar 11, 2026

Evaluation results

MethodLinks
ARMADATeacher=text-to-audio, Distillation Type=L_cosine2026.0329.63
ARMADATeacher=text-to-video, Distillation Type=L_cosine2026.0329.28
ARMADATeacher=text-to-audio, Distillation Type=L_elementwise2026.0329.13
ARMADATeacher=text-to-image, Distillation Type=L_elementwise2026.0329.06
ARMADATeacher=text-to-image, Distillation Type=L_cosine2026.0328.77
SeqKDTeacher=language-only, Distillation Type=SeqKD, Student Model=LLaMA-3.2-3B2026.0328.48
ARMADATeacher=text-to-image, Loss Function=L_euclid, Student Model=LLaMA-3.2-3B2026.0328.25
LLaMA-3.1-8BDistillation Type=undistilled2026.0328.19
ARMADATeacher=text-to-image, Distillation Type=L_euclid2026.0328.11
ARMADATeacher=text-to-video, Distillation Type=L_euclid2026.0328.07
ARMADATeacher=text-to-audio, Loss Function=L_elementwise, Student Model=LLaMA-3.2-3B2026.0328.07
ARMADATeacher=text-to-video, Loss Function=L_euclid, Student Model=LLaMA-3.2-3B2026.0327.75
ARMADATeacher=text-to-audio, Loss Function=L_euclid, Student Model=LLaMA-3.2-3B2026.0327.7
ARMADATeacher=text-to-video, Distillation Type=L_elementwise2026.0327.56
ARMADATeacher=text-to-audio, Loss Function=L_cosine, Student Model=LLaMA-3.2-3B2026.0327.46
ARMADATeacher=text-to-audio, Distillation Type=L_euclid2026.0327.26
ARMADATeacher=text-to-image, Loss Function=L_cosine, Student Model=LLaMA-3.2-3B2026.0327.13
ARMADATeacher=text-to-video, Loss Function=L_cosine, Student Model=LLaMA-3.2-3B2026.0326.98
UndistilledTeacher=-, Distillation Type=undistilled, Student Model=LLaMA-3.2-3B2026.0326.68
ARMADATeacher=text-to-image, Loss Function=L_elementwise, Student Model=LLaMA-3.2-3B2026.0326.68
ARMADATeacher=text-to-video, Loss Function=L_elementwise, Student Model=LLaMA-3.2-3B2026.0326.57