qwen3.5-hard-only-r4 – AI Model by tytodd | AlphaNeural AI

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tytodd/
qwen3.5-hard-only-r4

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confidence-probe

sequence-classification

text-classification

Qwen/Qwen3.5-4B

endpoints_compatible

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qwen3.5-hard-only-r4

Summary

Base model: Qwen/Qwen3.5-4B
Dataset: tytodd/qwen3.5-4b-v1
Checkpoint: tytodd/qwen3.5-hard-only-r4

OOD Evaluation

benchmark	n	auroc	accuracy
arc_challenge	1000	0.8875	0.8890
judge_bench	278	0.7065	0.6583
mmlu	1000	0.7550	0.7680
mmlu_pro	1000	0.6889	0.7070
rod101_essay_scoring	81	0.7115	0.7407

MMLU AUROC with Tuning ( by percentage of data used to train)

accuracy_vs_train_n

accuracy_vs_train_pct

auroc_vs_train_pct

auroc_vs_train_n