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Model: promotion/ronpo-qwen3-8b-fair-ronpo-k-only-s42 Source: Original Platform
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ModelHub XC
85
experiment/evaluator_lock.json
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85
experiment/evaluator_lock.json
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{
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"status": "LOCKED_BEFORE_ANY_NEW_METHOD_RANKING",
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"locked_at": "2026-07-15T20:20:29+09:00",
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"objective_signals": [
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"skywork",
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"armo_safety",
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"length_conciseness"
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],
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"objective_semantics": [
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"helpfulness",
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"safety",
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"conciseness"
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],
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"primary": {
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"name": "open_weight_panel_mean_prompt_worst_vs_base",
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"definition": "For each prompt and objective, average win=1/tie=0.5/loss=0 over two A/B positions and two judges; take the minimum objective, then mean over prompts.",
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"judges": [
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{
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"model": "openai/gpt-oss-120b",
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"revision": "b5c939de8f754692c1647ca79fbf85e8c1e70f8a"
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},
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{
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"model": "Qwen/Qwen3-32B",
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"revision": "9216db5781bf21249d130ec9da846c4624c16137"
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}
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],
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"decode": {
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"temperature": 0.0,
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"top_p": 1.0,
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"max_new_tokens": 512,
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"seed": 42
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},
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"position_swap": true,
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"validation_selection_rule": "Highest eligible mean prompt-level worst panel score within each method; an exact numeric tie is broken by candidate_id lexical order."
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},
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"secondary": {
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"normalization": "For each locked signal, divide each evaluation prompt's candidate-minus-base raw delta by the population SD of the diagnostic base and matched-control scores; take the prompt-level minimum across objectives, then the mean. No per-prompt min-max.",
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"diagnostic_control_scale": {
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"skywork": 22.807301785782975,
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"armo_safety": 0.3098083353203591,
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"length_conciseness": 1.5891969646897472
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},
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"reward_signal_provenance": {
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"skywork": {
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"model": "Skywork/Skywork-Reward-V2-Llama-3.1-8B",
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"revision": "cba2f842f3f1af2f1b2f0d35e794d789976390c5",
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"semantics": "helpfulness"
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},
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"armo_safety": {
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"model": "RLHFlow/ArmoRM-Llama3-8B-v0.1",
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"revision": "eb2676d20da2f2d41082289d23c59b9f7427f955",
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"head": "beavertails-is_safe",
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"transform": "identity"
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},
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"length_conciseness": {
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"deterministic": "-log1p(response_word_count)",
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"tokenization": "Python str.split whitespace words"
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}
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},
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"report_raw_paired_deltas": true
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},
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"bootstrap": {
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"paired_prompt_resamples": 2000,
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"seed": 42,
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"interval": "percentile_95"
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},
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"power": {
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"target_absolute_effect": 0.05,
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"paired_sd": 0.13831629563357775,
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"required_prompts_80pct_power": 61,
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"planned_fresh_test_prompts": 1024,
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"alpha_two_sided": 0.05,
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"power": 0.8
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},
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"fresh_test_source": {
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"dataset": "HuggingFaceH4/ultrachat_200k",
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"revision": "8049631c405ae6576f93f445c6b8166f76f5505a",
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"split": "test_sft"
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},
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"diagnostic_summary_sha256": "e365ed814926ac5c17777e0fc65d0299a45b81bd390542889bbd55b5453d4ffe",
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"judge_diagnostic_lock_sha256": "fce2d97806053cabdf3d358806f4baa80df7f89d71d8c1c298883327d4e02635",
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"prereg_sha256": "71cbd1ac17c3e807f2ece1cb0a82374bbe74edb654c2845b97c3222ed680f0d0",
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"method_ranking_computed": false,
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"spent_sealed_split_touched": false
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}
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99
experiment/selection_lock.json
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99
experiment/selection_lock.json
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{
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"status": "VALIDATION_SELECTION_LOCKED_BEFORE_FRESH_TEST",
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"locked_at": "2026-07-15T20:37:11+09:00",
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"selection_metric": "open_weight_panel_mean_prompt_worst_vs_base",
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"tie_break": "candidate_id lexical order",
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"selected_by_method": {
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"dpo": {
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"candidate_id": "dpo_b",
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"validation_primary": 0.40625,
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"validation_primary_ci95": [
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0.3837890625,
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0.427734375
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],
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"eligible_candidates": [
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"dpo_a",
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"dpo_b"
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]
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},
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"ht_mnpo_helpfulness": {
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"candidate_id": "ht_help_b",
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"validation_primary": 0.4072265625,
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"validation_primary_ci95": [
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0.3828125,
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0.4296875
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],
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"eligible_candidates": [
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"ht_help_b"
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]
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},
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"ht_mnpo_safety": {
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"candidate_id": "ht_safety_a",
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"validation_primary": 0.4150390625,
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"validation_primary_ci95": [
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0.3925537109375,
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0.4384765625
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],
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"eligible_candidates": [
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"ht_safety_a",
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"ht_safety_b"
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]
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},
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"inpo_avg": {
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"candidate_id": "inpo_b",
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"validation_primary": 0.40625,
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"validation_primary_ci95": [
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0.3818359375,
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0.427734375
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],
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"eligible_candidates": [
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"inpo_b"
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]
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},
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"ronpo_full_expect": {
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"candidate_id": "ronpo_full_a",
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"validation_primary": 0.4033203125,
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"validation_primary_ci95": [
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0.37890625,
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0.42580566406249987
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],
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"eligible_candidates": [
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"ronpo_full_a",
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"ronpo_full_b"
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]
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},
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"ronpo_k_only": {
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"candidate_id": "ronpo_top_a",
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"validation_primary": 0.412109375,
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"validation_primary_ci95": [
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0.3876953125,
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0.43557128906249987
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],
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"eligible_candidates": [
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"ronpo_top_a"
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]
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},
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"sppo_avg": {
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"candidate_id": "sppo_b",
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"validation_primary": 0.4111328125,
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"validation_primary_ci95": [
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0.3866943359375,
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0.4345703125
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],
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"eligible_candidates": [
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"sppo_b"
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]
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}
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},
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"selected_ronpo_overall": "ronpo_top_a",
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"failed_methods": [
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"ht_mnpo_conciseness",
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"ipo",
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"simpo"
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],
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"panel_summary_sha256": "8850f23e16cadf56a99e3d562d224ce5337ab36fa588d8a843382853e6ad17bd",
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"evaluator_lock_sha256": "ab7b12c84932ed57acfec7edbcbc1ff1df5e9acd203869b1458343adf6e5b2c8",
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"grid_sha256": "abfd982ef10c3bc71364752241150286ebf06be5e97f087596adf80e55d459e0",
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"fresh_test_opened": false,
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"spent_sealed_split_touched": false
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}
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46
experiment/sweep_grid.json
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46
experiment/sweep_grid.json
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{
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"schema_version": 1,
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"status": "frozen_before_training_and_validation_ranking",
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"frozen_at_kst": "2026-07-15T09:01:45+09:00",
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"seed": 42,
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"common": {
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"optimizer_steps": 900,
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"effective_batch_size": 16,
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"per_device_train_batch_size": 1,
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"gradient_accumulation_steps": 16,
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"gradient_checkpointing": true,
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"bf16": true,
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"attn_implementation": "sdpa",
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"cudnn_sdpa": false,
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"lr_scheduler_type": "cosine",
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"max_length": 2048,
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"max_prompt_length": 1800,
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"save_total_limit": 1,
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"wandb_entity": "promotion-kim",
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"wandb_project": "mnpo",
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"wandb_group": "qwen3-8b-fair-demo-20260715"
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},
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"budget_rule": "Exactly two configs per reported method; no extension after validation rankings are visible.",
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"candidates": [
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{"id":"ronpo_full_a","method":"ronpo_full_expect","dataset":"ronpo_full_expect_kall","learning_rate":1e-7,"warmup_ratio":0.15,"ronpo_alpha":0.25,"ronpo_tau":0.10,"reference_anchor_weight":0.075,"preference_sft_weight":0.0075,"expected_support_k":0},
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{"id":"ronpo_full_b","method":"ronpo_full_expect","dataset":"ronpo_full_expect_k6","learning_rate":2.5e-7,"warmup_ratio":0.20,"ronpo_alpha":0.35,"ronpo_tau":0.05,"reference_anchor_weight":0.10,"preference_sft_weight":0.01,"expected_support_k":6},
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{"id":"ronpo_top_a","method":"ronpo_k_only","dataset":"ronpo_k_only_k1","learning_rate":5e-8,"warmup_ratio":0.20,"ronpo_alpha":0.15,"ronpo_tau":0.10,"reference_anchor_weight":0.10,"preference_sft_weight":0.01,"expected_support_k":1},
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{"id":"ronpo_top_b","method":"ronpo_k_only","dataset":"ronpo_k_only_k2","learning_rate":1e-7,"warmup_ratio":0.15,"ronpo_alpha":0.25,"ronpo_tau":0.10,"reference_anchor_weight":0.075,"preference_sft_weight":0.0075,"expected_support_k":2},
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{"id":"dpo_a","method":"dpo","dataset":"avg","learning_rate":2.5e-7,"warmup_ratio":0.10,"dpo_beta":0.05,"reference_anchor_weight":0.02,"preference_sft_weight":0.002},
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{"id":"dpo_b","method":"dpo","dataset":"avg","learning_rate":5e-7,"warmup_ratio":0.15,"dpo_beta":0.10,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"ipo_a","method":"ipo","dataset":"avg","learning_rate":2.5e-7,"warmup_ratio":0.15,"dpo_beta":0.20,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"ipo_b","method":"ipo","dataset":"avg","learning_rate":5e-7,"warmup_ratio":0.20,"dpo_beta":0.50,"reference_anchor_weight":0.075,"preference_sft_weight":0.0075},
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{"id":"simpo_a","method":"simpo","dataset":"avg","learning_rate":2.5e-7,"warmup_ratio":0.10,"simpo_beta":1.0,"simpo_gamma":0.3,"reference_anchor_weight":0.02,"preference_sft_weight":0.002},
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{"id":"simpo_b","method":"simpo","dataset":"avg","learning_rate":5e-7,"warmup_ratio":0.15,"simpo_beta":2.0,"simpo_gamma":0.6,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"sppo_a","method":"sppo_avg","dataset":"avg","learning_rate":2.5e-7,"warmup_ratio":0.15,"eta":0.005,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"sppo_b","method":"sppo_avg","dataset":"avg","learning_rate":5e-7,"warmup_ratio":0.20,"eta":0.010,"reference_anchor_weight":0.075,"preference_sft_weight":0.0075},
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{"id":"inpo_a","method":"inpo_avg","dataset":"avg","learning_rate":2.5e-7,"warmup_ratio":0.15,"eta":0.050,"ratio":0.3333,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"inpo_b","method":"inpo_avg","dataset":"avg","learning_rate":5e-7,"warmup_ratio":0.20,"eta":0.100,"ratio":0.3333,"reference_anchor_weight":0.075,"preference_sft_weight":0.0075},
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{"id":"ht_help_a","method":"ht_mnpo_helpfulness","dataset":"ht_mnpo_helpfulness","learning_rate":2.5e-7,"warmup_ratio":0.10,"eta":0.005,"reference_anchor_weight":0.02,"preference_sft_weight":0.002},
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{"id":"ht_help_b","method":"ht_mnpo_helpfulness","dataset":"ht_mnpo_helpfulness","learning_rate":5e-7,"warmup_ratio":0.15,"eta":0.010,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"ht_safety_a","method":"ht_mnpo_safety","dataset":"ht_mnpo_safety","learning_rate":2.5e-7,"warmup_ratio":0.10,"eta":0.005,"reference_anchor_weight":0.02,"preference_sft_weight":0.002},
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{"id":"ht_safety_b","method":"ht_mnpo_safety","dataset":"ht_mnpo_safety","learning_rate":5e-7,"warmup_ratio":0.15,"eta":0.010,"reference_anchor_weight":0.05,"preference_sft_weight":0.005},
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{"id":"ht_concise_a","method":"ht_mnpo_conciseness","dataset":"ht_mnpo_conciseness","learning_rate":2.5e-7,"warmup_ratio":0.10,"eta":0.005,"reference_anchor_weight":0.02,"preference_sft_weight":0.002},
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{"id":"ht_concise_b","method":"ht_mnpo_conciseness","dataset":"ht_mnpo_conciseness","learning_rate":5e-7,"warmup_ratio":0.15,"eta":0.010,"reference_anchor_weight":0.05,"preference_sft_weight":0.005}
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]
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}
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20
experiment/training_status.json
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20
experiment/training_status.json
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{
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"status": "completed",
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"candidate_id": "ronpo_top_a",
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"method": "ronpo_k_only",
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"seed": 42,
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"gpu": 2,
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"pid": 90276,
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"config": "/NHNHOME/26msit001_A/BASE/AIPR/sjkim/revision_qwen3_8b/full_iter1/fair_demo_20260715/sweep/candidates/ronpo_top_a/config.yaml",
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"dataset": "/NHNHOME/26msit001_A/BASE/AIPR/sjkim/revision_qwen3_8b/full_iter1/fair_demo_20260715/precomputed/ronpo_k_only_k1",
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"optimizer_steps": 900,
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"effective_batch_size": 16,
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"wandb_run_id": "b8ffed8fc967",
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"wandb_url": "https://wandb.ai/promotion-kim/mnpo/runs/b8ffed8fc967",
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"started_at": "2026-07-15T09:31:12+09:00",
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"returncode": 0,
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"model_complete": true,
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"finite_results": true,
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"measured_step": null,
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"completed_at": "2026-07-15T11:35:44+09:00"
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}
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