{ "checkpoint": { "repo_id": "AustinFu/Qev-9B", "revision": "v0.3.0", "base": "Qwen/Qwen3.5-9B-Base", "base_revision": "68c46c4b3498877f3ef123c856ecfde50c39f404", "step": 2658, "dtype": "bf16", "execution": "reference", "seed": 17, "temperature": 1.0 }, "config": "configs/qev-9b.json", "training_recipe": { "main_records": 38198, "main_questions": 45503, "principle_records": 2230, "web_records": 1422, "web_questions": 2445, "late_records": 2883, "boundary_records": 600, "boundary_partition": "late", "additional_rule_reasoning_records": 500, "additional_rule_reasoning_partition": "late", "late_fraction": 0.5, "late_repeats": 3, "epochs": 2, "global_batch": 32 }, "protocol": { "execution": "full causal reference", "metric": "argmax accuracy; rejected questions count as wrong", "jevbench_version": "v1.4.2", "jevbench_upstream_revision": "1df665e3956d7aab7fa0208ff6c4f2d8557f9f90", "trained_limits": { "max_state": 4096, "max_question": 512, "max_candidate": 256, "max_path": 4096, "max_candidates": 128 } }, "results": { "decision_dev_all": { "correct": 1296, "total": 1468 }, "decision_dev_clean": { "correct": 1107, "total": 1264 }, "transfer_dev_all": { "correct": 629, "total": 764 }, "transfer_dev_clean": { "correct": 549, "total": 656 }, "mmlupro": { "correct": 565, "total": 1000 }, "scienthoon": { "correct": 653, "total": 873 }, "wanli": { "correct": 192, "total": 256 }, "semif_handwritten": { "correct": 135, "total": 144 }, "jevbench_public": { "correct": 187, "total": 231 } } }