{ "best_metric": 0.740916907787323, "best_model_checkpoint": "/media/xzuyn/c41d93ed-83a7-4577-9d38-5062b7e14438/xzuyn/Documents/AI_ROCM_5-6/LLaMa-LoRA-Tuner/data/lora_models/LLaMa-2-WizardLM-Uncensored-Tulu-Format-50K-7B-LoRA/checkpoint-10000", "epoch": 0.2, "global_step": 10000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 0.0001, "loss": 1.1136, "step": 100 }, { "epoch": 0.0, "learning_rate": 9.997999599919985e-05, "loss": 0.9595, "step": 200 }, { "epoch": 0.01, "learning_rate": 9.995999199839968e-05, "loss": 0.8936, "step": 300 }, { "epoch": 0.01, "learning_rate": 9.993998799759952e-05, "loss": 0.9237, "step": 400 }, { "epoch": 0.01, "learning_rate": 9.992038407681536e-05, "loss": 0.9005, "step": 500 }, { "epoch": 0.01, "learning_rate": 9.99003800760152e-05, "loss": 0.8433, "step": 600 }, { "epoch": 0.01, "learning_rate": 9.988037607521505e-05, "loss": 0.863, "step": 700 }, { "epoch": 0.02, "learning_rate": 9.98603720744149e-05, "loss": 0.8634, "step": 800 }, { "epoch": 0.02, "learning_rate": 9.984036807361474e-05, "loss": 0.8463, "step": 900 }, { "epoch": 0.02, "learning_rate": 9.982036407281457e-05, "loss": 0.8527, "step": 1000 }, { "epoch": 0.02, "learning_rate": 9.980036007201441e-05, "loss": 0.8259, "step": 1100 }, { "epoch": 0.02, "learning_rate": 9.978035607121424e-05, "loss": 0.8473, "step": 1200 }, { "epoch": 0.03, "learning_rate": 9.976035207041409e-05, "loss": 0.8462, "step": 1300 }, { "epoch": 0.03, "learning_rate": 9.974034806961393e-05, "loss": 0.8609, "step": 1400 }, { "epoch": 0.03, "learning_rate": 9.972034406881376e-05, "loss": 0.8238, "step": 1500 }, { "epoch": 0.03, "learning_rate": 9.970034006801361e-05, "loss": 0.8212, "step": 1600 }, { "epoch": 0.03, "learning_rate": 9.968033606721344e-05, "loss": 0.8391, "step": 1700 }, { "epoch": 0.04, "learning_rate": 9.966033206641328e-05, "loss": 0.774, "step": 1800 }, { "epoch": 0.04, "learning_rate": 9.964032806561313e-05, "loss": 0.8149, "step": 1900 }, { "epoch": 0.04, "learning_rate": 9.962032406481296e-05, "loss": 0.8794, "step": 2000 }, { "epoch": 0.04, "learning_rate": 9.96003200640128e-05, "loss": 0.7747, "step": 2100 }, { "epoch": 0.04, "learning_rate": 9.958031606321264e-05, "loss": 0.8191, "step": 2200 }, { "epoch": 0.05, "learning_rate": 9.956031206241248e-05, "loss": 0.8219, "step": 2300 }, { "epoch": 0.05, "learning_rate": 9.954030806161232e-05, "loss": 0.8191, "step": 2400 }, { "epoch": 0.05, "learning_rate": 9.952030406081217e-05, "loss": 0.8662, "step": 2500 }, { "epoch": 0.05, "learning_rate": 9.950030006001201e-05, "loss": 0.787, "step": 2600 }, { "epoch": 0.05, "learning_rate": 9.948029605921184e-05, "loss": 0.8668, "step": 2700 }, { "epoch": 0.06, "learning_rate": 9.946029205841169e-05, "loss": 0.7817, "step": 2800 }, { "epoch": 0.06, "learning_rate": 9.944028805761153e-05, "loss": 0.8021, "step": 2900 }, { "epoch": 0.06, "learning_rate": 9.942028405681136e-05, "loss": 0.8324, "step": 3000 }, { "epoch": 0.06, "learning_rate": 9.940028005601121e-05, "loss": 0.8631, "step": 3100 }, { "epoch": 0.06, "learning_rate": 9.938027605521105e-05, "loss": 0.797, "step": 3200 }, { "epoch": 0.07, "learning_rate": 9.936027205441088e-05, "loss": 0.8224, "step": 3300 }, { "epoch": 0.07, "learning_rate": 9.934026805361073e-05, "loss": 0.8164, "step": 3400 }, { "epoch": 0.07, "learning_rate": 9.932026405281056e-05, "loss": 0.7975, "step": 3500 }, { "epoch": 0.07, "learning_rate": 9.930046009201841e-05, "loss": 0.8468, "step": 3600 }, { "epoch": 0.07, "learning_rate": 9.928045609121824e-05, "loss": 0.8169, "step": 3700 }, { "epoch": 0.08, "learning_rate": 9.926045209041809e-05, "loss": 0.7761, "step": 3800 }, { "epoch": 0.08, "learning_rate": 9.924044808961793e-05, "loss": 0.8042, "step": 3900 }, { "epoch": 0.08, "learning_rate": 9.922044408881776e-05, "loss": 0.8146, "step": 4000 }, { "epoch": 0.08, "learning_rate": 9.920044008801761e-05, "loss": 0.8243, "step": 4100 }, { "epoch": 0.08, "learning_rate": 9.918043608721744e-05, "loss": 0.8315, "step": 4200 }, { "epoch": 0.09, "learning_rate": 9.916043208641728e-05, "loss": 0.8014, "step": 4300 }, { "epoch": 0.09, "learning_rate": 9.914042808561713e-05, "loss": 0.8241, "step": 4400 }, { "epoch": 0.09, "learning_rate": 9.912042408481696e-05, "loss": 0.8233, "step": 4500 }, { "epoch": 0.09, "learning_rate": 9.91004200840168e-05, "loss": 0.7748, "step": 4600 }, { "epoch": 0.09, "learning_rate": 9.908041608321665e-05, "loss": 0.8197, "step": 4700 }, { "epoch": 0.1, "learning_rate": 9.906041208241649e-05, "loss": 0.8195, "step": 4800 }, { "epoch": 0.1, "learning_rate": 9.904040808161634e-05, "loss": 0.7864, "step": 4900 }, { "epoch": 0.1, "learning_rate": 9.902040408081617e-05, "loss": 0.7812, "step": 5000 }, { "epoch": 0.1, "learning_rate": 9.900040008001601e-05, "loss": 0.7966, "step": 5100 }, { "epoch": 0.1, "learning_rate": 9.898039607921584e-05, "loss": 0.793, "step": 5200 }, { "epoch": 0.11, "learning_rate": 9.896039207841569e-05, "loss": 0.8568, "step": 5300 }, { "epoch": 0.11, "learning_rate": 9.894038807761553e-05, "loss": 0.7614, "step": 5400 }, { "epoch": 0.11, "learning_rate": 9.892038407681536e-05, "loss": 0.8171, "step": 5500 }, { "epoch": 0.11, "learning_rate": 9.890038007601521e-05, "loss": 0.7649, "step": 5600 }, { "epoch": 0.11, "learning_rate": 9.888037607521505e-05, "loss": 0.8074, "step": 5700 }, { "epoch": 0.12, "learning_rate": 9.886037207441488e-05, "loss": 0.7591, "step": 5800 }, { "epoch": 0.12, "learning_rate": 9.884036807361473e-05, "loss": 0.8102, "step": 5900 }, { "epoch": 0.12, "learning_rate": 9.882036407281456e-05, "loss": 0.784, "step": 6000 }, { "epoch": 0.12, "learning_rate": 9.88003600720144e-05, "loss": 0.8367, "step": 6100 }, { "epoch": 0.12, "learning_rate": 9.878035607121425e-05, "loss": 0.8418, "step": 6200 }, { "epoch": 0.13, "learning_rate": 9.876035207041409e-05, "loss": 0.798, "step": 6300 }, { "epoch": 0.13, "learning_rate": 9.874034806961394e-05, "loss": 0.7928, "step": 6400 }, { "epoch": 0.13, "learning_rate": 9.872034406881377e-05, "loss": 0.8262, "step": 6500 }, { "epoch": 0.13, "learning_rate": 9.870034006801361e-05, "loss": 0.7965, "step": 6600 }, { "epoch": 0.13, "learning_rate": 9.868033606721346e-05, "loss": 0.7952, "step": 6700 }, { "epoch": 0.14, "learning_rate": 9.866033206641329e-05, "loss": 0.7987, "step": 6800 }, { "epoch": 0.14, "learning_rate": 9.864032806561313e-05, "loss": 0.7939, "step": 6900 }, { "epoch": 0.14, "learning_rate": 9.862032406481296e-05, "loss": 0.7484, "step": 7000 }, { "epoch": 0.14, "learning_rate": 9.860032006401281e-05, "loss": 0.819, "step": 7100 }, { "epoch": 0.14, "learning_rate": 9.858031606321265e-05, "loss": 0.747, "step": 7200 }, { "epoch": 0.15, "learning_rate": 9.856031206241248e-05, "loss": 0.8029, "step": 7300 }, { "epoch": 0.15, "learning_rate": 9.854030806161233e-05, "loss": 0.9013, "step": 7400 }, { "epoch": 0.15, "learning_rate": 9.852030406081216e-05, "loss": 0.8337, "step": 7500 }, { "epoch": 0.15, "learning_rate": 9.8500300060012e-05, "loss": 0.7927, "step": 7600 }, { "epoch": 0.15, "learning_rate": 9.848029605921185e-05, "loss": 0.8725, "step": 7700 }, { "epoch": 0.16, "learning_rate": 9.846029205841169e-05, "loss": 0.7865, "step": 7800 }, { "epoch": 0.16, "learning_rate": 9.844028805761154e-05, "loss": 0.7726, "step": 7900 }, { "epoch": 0.16, "learning_rate": 9.842048409681936e-05, "loss": 0.7868, "step": 8000 }, { "epoch": 0.16, "learning_rate": 9.840048009601921e-05, "loss": 0.7918, "step": 8100 }, { "epoch": 0.16, "learning_rate": 9.838047609521905e-05, "loss": 0.7924, "step": 8200 }, { "epoch": 0.17, "learning_rate": 9.836047209441888e-05, "loss": 0.8036, "step": 8300 }, { "epoch": 0.17, "learning_rate": 9.834046809361873e-05, "loss": 0.7844, "step": 8400 }, { "epoch": 0.17, "learning_rate": 9.832046409281857e-05, "loss": 0.8124, "step": 8500 }, { "epoch": 0.17, "learning_rate": 9.830046009201842e-05, "loss": 0.837, "step": 8600 }, { "epoch": 0.17, "learning_rate": 9.828045609121826e-05, "loss": 0.8315, "step": 8700 }, { "epoch": 0.18, "learning_rate": 9.826045209041809e-05, "loss": 0.7738, "step": 8800 }, { "epoch": 0.18, "learning_rate": 9.824044808961794e-05, "loss": 0.8164, "step": 8900 }, { "epoch": 0.18, "learning_rate": 9.822044408881777e-05, "loss": 0.7529, "step": 9000 }, { "epoch": 0.18, "learning_rate": 9.820044008801761e-05, "loss": 0.8037, "step": 9100 }, { "epoch": 0.18, "learning_rate": 9.818043608721746e-05, "loss": 0.8537, "step": 9200 }, { "epoch": 0.19, "learning_rate": 9.816043208641729e-05, "loss": 0.8241, "step": 9300 }, { "epoch": 0.19, "learning_rate": 9.814042808561713e-05, "loss": 0.7729, "step": 9400 }, { "epoch": 0.19, "learning_rate": 9.812042408481696e-05, "loss": 0.8116, "step": 9500 }, { "epoch": 0.19, "learning_rate": 9.81004200840168e-05, "loss": 0.8254, "step": 9600 }, { "epoch": 0.19, "learning_rate": 9.808041608321665e-05, "loss": 0.8285, "step": 9700 }, { "epoch": 0.2, "learning_rate": 9.806041208241648e-05, "loss": 0.7577, "step": 9800 }, { "epoch": 0.2, "learning_rate": 9.804040808161633e-05, "loss": 0.8024, "step": 9900 }, { "epoch": 0.2, "learning_rate": 9.802040408081616e-05, "loss": 0.8078, "step": 10000 }, { "epoch": 0.2, "eval_loss": 0.740916907787323, "eval_runtime": 689.7578, "eval_samples_per_second": 7.211, "eval_steps_per_second": 0.902, "step": 10000 } ], "max_steps": 500000, "num_train_epochs": 10, "total_flos": 1.4097962687142298e+17, "trial_name": null, "trial_params": null }