| ===== MB round-1 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool/train/ksb100 weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": -0.009, "harmlessness": 0.013}, "P(pi>mu)": {"helpfulness": 0.496, "harmlessness": 0.507}, "w_nbs": {"helpfulness": 1.0, "harmlessness": 0.0}, "w_ks": {"helpfulness": 0.556, "harmlessness": 0.444}, "worst": "helpfulness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp1] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool/train/ksb100 |
|
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| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| ===== MB round-2 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp1/train/dpo weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": 0.001, "harmlessness": 0.022}, "P(pi>mu)": {"helpfulness": 0.501, "harmlessness": 0.511}, "w_nbs": {"helpfulness": 0.941, "harmlessness": 0.059}, "w_ks": {"helpfulness": 0.586, "harmlessness": 0.414}, "worst": "helpfulness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp2] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp1/train/dpo |
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| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| ===== MB round-3 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp2/train/dpo weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": -0.009, "harmlessness": 0.036}, "P(pi>mu)": {"helpfulness": 0.496, "harmlessness": 0.518}, "w_nbs": {"helpfulness": 1.0, "harmlessness": 0.0}, "w_ks": {"helpfulness": 0.644, "harmlessness": 0.356}, "worst": "helpfulness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp3] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp2/train/dpo |
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| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| ===== MB round-4 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp3/train/dpo weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": 0.012, "harmlessness": -0.026}, "P(pi>mu)": {"helpfulness": 0.506, "harmlessness": 0.487}, "w_nbs": {"helpfulness": 0.0, "harmlessness": 1.0}, "w_ks": {"helpfulness": 0.451, "harmlessness": 0.549}, "worst": "harmlessness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp4] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp3/train/dpo |
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| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| ===== MB round-5 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp4/train/dpo weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": 0.014, "harmlessness": 0.008}, "P(pi>mu)": {"helpfulness": 0.507, "harmlessness": 0.504}, "w_nbs": {"helpfulness": 0.376, "harmlessness": 0.624}, "w_ks": {"helpfulness": 0.478, "harmlessness": 0.522}, "worst": "harmlessness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp5] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp4/train/dpo |
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| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| ===== MB round-6 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp5/train/dpo weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": -0.004, "harmlessness": 0.016}, "P(pi>mu)": {"helpfulness": 0.498, "harmlessness": 0.508}, "w_nbs": {"helpfulness": 1.0, "harmlessness": 0.0}, "w_ks": {"helpfulness": 0.565, "harmlessness": 0.435}, "worst": "helpfulness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp6] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp5/train/dpo |
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| Saving the dataset (1/1 shards): 100%|██████████| 250/250 [00:00<00:00, 61753.59 examples/s] |
| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| ===== MB round-7 task=saferlhf anchor=/NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp6/train/dpo weights={"helpfulness":0.5000,"harmlessness":0.5000} ===== |
| manifest 2500 |
| allresp built |
| scores combined {'pol_42': 2500, 'pol_43': 2500, 'base_44': 2500, 'base_45': 2500} |
| {"surplus(2P-1)": {"helpfulness": -0.001, "harmlessness": -0.002}, "P(pi>mu)": {"helpfulness": 0.499, "harmlessness": 0.499}, "w_nbs": {"helpfulness": 0.5, "harmlessness": 0.5}, "w_ks": {"helpfulness": 0.5, "harmlessness": 0.5}, "worst": "harmlessness", "n": 5000} |
| RMPOOL_saferlhf_DONE |
| [build_bon] 2500 pairs (train 2250/test 250) weights {'helpfulness': 0.5, 'harmlessness': 0.5} |
| [prep saferlhf EXP=exp/rmpool_mbsfdp7] objs: helpfulness harmlessness parent: /NHNHOME/AIPR/sjkim/gtpref/saferlhf/exp/rmpool_mbsfdp6/train/dpo |
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| [prep] pre_pref + pre_htobj built |
| dpo htmnpo_harmlessness htmnpo_helpfulness inpo ipo ks maxmin nbs simpo unif |
| TRAIN_DONE aiprlab-polymer |
| { |
| "label": "qwen32_saferlhf_dpo", |
| "n_objectives": 2, |
| "surplus": { |
| "helpfulness": 0.3103, |
| "harmlessness": 0.3741 |
| }, |
| "hoeffding_margin": { |
| "helpfulness": 0.0331, |
| "harmlessness": 0.0331 |
| }, |
| "worst_surplus": 0.3103, |
| "individual_rationality": true, |
| "nash_welfare_logsum": -2.1535 |
| } |
| EVAL_saferlhf_DONE aiprlab-polymer |
| MB_STAGES_DONE |
| |
