--- license: mit base_model: vicgalle/gpt2-alpaca-gpt4 tags: - generated_from_trainer model-index: - name: gpt2-alpaca-pandalm results: [] --- # gpt2-alpaca-pandalm This model is a fine-tuned version of [vicgalle/gpt2-alpaca-gpt4](https://huggingface.co/vicgalle/gpt2-alpaca-gpt4) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.7704 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 0.0002 - train_batch_size: 4 - eval_batch_size: 8 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: cosine - lr_scheduler_warmup_ratio: 0.03 - num_epochs: 3 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:------:|:---------------:| | No log | 0.0 | 200 | 2.3394 | | No log | 0.01 | 400 | 2.1772 | | No log | 0.01 | 600 | 1.8886 | | No log | 0.01 | 800 | 1.5218 | | No log | 0.01 | 1000 | 1.2395 | | No log | 0.02 | 1200 | 1.1521 | | No log | 0.02 | 1400 | 1.0961 | | No log | 0.02 | 1600 | 1.0694 | | No log | 0.03 | 1800 | 1.0445 | | No log | 0.03 | 2000 | 1.0232 | | No log | 0.03 | 2200 | 1.0111 | | No log | 0.03 | 2400 | 1.0059 | | No log | 0.04 | 2600 | 0.9903 | | No log | 0.04 | 2800 | 0.9784 | | 1.3639 | 0.04 | 3000 | 0.9913 | | 1.3639 | 0.04 | 3200 | 0.9731 | | 1.3639 | 0.05 | 3400 | 0.9740 | | 1.3639 | 0.05 | 3600 | 0.9744 | | 1.3639 | 0.05 | 3800 | 0.9602 | | 1.3639 | 0.06 | 4000 | 0.9562 | | 1.3639 | 0.06 | 4200 | 0.9550 | | 1.3639 | 0.06 | 4400 | 0.9533 | | 1.3639 | 0.06 | 4600 | 0.9538 | | 1.3639 | 0.07 | 4800 | 0.9422 | | 1.3639 | 0.07 | 5000 | 0.9404 | | 1.3639 | 0.07 | 5200 | 0.9356 | | 1.3639 | 0.08 | 5400 | 0.9295 | | 1.3639 | 0.08 | 5600 | 0.9343 | | 1.3639 | 0.08 | 5800 | 0.9343 | | 0.9303 | 0.08 | 6000 | 0.9281 | | 0.9303 | 0.09 | 6200 | 0.9314 | | 0.9303 | 0.09 | 6400 | 0.9226 | | 0.9303 | 0.09 | 6600 | 0.9187 | | 0.9303 | 0.09 | 6800 | 0.9213 | | 0.9303 | 0.1 | 7000 | 0.9148 | | 0.9303 | 0.1 | 7200 | 0.9122 | | 0.9303 | 0.1 | 7400 | 0.9164 | | 0.9303 | 0.11 | 7600 | 0.9139 | | 0.9303 | 0.11 | 7800 | 0.9114 | | 0.9303 | 0.11 | 8000 | 0.9131 | | 0.9303 | 0.11 | 8200 | 0.9071 | | 0.9303 | 0.12 | 8400 | 0.8997 | | 0.9303 | 0.12 | 8600 | 0.9064 | | 0.9303 | 0.12 | 8800 | 0.9025 | | 0.8876 | 0.13 | 9000 | 0.8972 | | 0.8876 | 0.13 | 9200 | 0.8947 | | 0.8876 | 0.13 | 9400 | 0.8978 | | 0.8876 | 0.13 | 9600 | 0.8989 | | 0.8876 | 0.14 | 9800 | 0.8938 | | 0.8876 | 0.14 | 10000 | 0.8935 | | 0.8876 | 0.14 | 10200 | 0.8891 | | 0.8876 | 0.15 | 10400 | 0.8950 | | 0.8876 | 0.15 | 10600 | 0.8893 | | 0.8876 | 0.15 | 10800 | 0.8845 | | 0.8876 | 0.15 | 11000 | 0.8883 | | 0.8876 | 0.16 | 11200 | 0.8925 | | 0.8876 | 0.16 | 11400 | 0.8842 | | 0.8876 | 0.16 | 11600 | 0.8828 | | 0.8876 | 0.16 | 11800 | 0.8822 | | 0.8668 | 0.17 | 12000 | 0.8815 | | 0.8668 | 0.17 | 12200 | 0.8823 | | 0.8668 | 0.17 | 12400 | 0.8821 | | 0.8668 | 0.18 | 12600 | 0.8830 | | 0.8668 | 0.18 | 12800 | 0.8742 | | 0.8668 | 0.18 | 13000 | 0.8750 | | 0.8668 | 0.18 | 13200 | 0.8738 | | 0.8668 | 0.19 | 13400 | 0.8780 | | 0.8668 | 0.19 | 13600 | 0.8746 | | 0.8668 | 0.19 | 13800 | 0.8775 | | 0.8668 | 0.2 | 14000 | 0.8755 | | 0.8668 | 0.2 | 14200 | 0.8715 | | 0.8668 | 0.2 | 14400 | 0.8730 | | 0.8668 | 0.2 | 14600 | 0.8697 | | 0.8668 | 0.21 | 14800 | 0.8647 | | 0.853 | 0.21 | 15000 | 0.8639 | | 0.853 | 0.21 | 15200 | 0.8612 | | 0.853 | 0.21 | 15400 | 0.8580 | | 0.853 | 0.22 | 15600 | 0.8613 | | 0.853 | 0.22 | 15800 | 0.8605 | | 0.853 | 0.22 | 16000 | 0.8619 | | 0.853 | 0.23 | 16200 | 0.8608 | | 0.853 | 0.23 | 16400 | 0.8607 | | 0.853 | 0.23 | 16600 | 0.8597 | | 0.853 | 0.23 | 16800 | 0.8553 | | 0.853 | 0.24 | 17000 | 0.8575 | | 0.853 | 0.24 | 17200 | 0.8537 | | 0.853 | 0.24 | 17400 | 0.8525 | | 0.853 | 0.25 | 17600 | 0.8529 | | 0.853 | 0.25 | 17800 | 0.8552 | | 0.8444 | 0.25 | 18000 | 0.8546 | | 0.8444 | 0.25 | 18200 | 0.8541 | | 0.8444 | 0.26 | 18400 | 0.8568 | | 0.8444 | 0.26 | 18600 | 0.8563 | | 0.8444 | 0.26 | 18800 | 0.8536 | | 0.8444 | 0.26 | 19000 | 0.8496 | | 0.8444 | 0.27 | 19200 | 0.8562 | | 0.8444 | 0.27 | 19400 | 0.8522 | | 0.8444 | 0.27 | 19600 | 0.8560 | | 0.8444 | 0.28 | 19800 | 0.8512 | | 0.8444 | 0.28 | 20000 | 0.8485 | | 0.8444 | 0.28 | 20200 | 0.8527 | | 0.8444 | 0.28 | 20400 | 0.8491 | | 0.8444 | 0.29 | 20600 | 0.8482 | | 0.8444 | 0.29 | 20800 | 0.8511 | | 0.8377 | 0.29 | 21000 | 0.8504 | | 0.8377 | 0.3 | 21200 | 0.8480 | | 0.8377 | 0.3 | 21400 | 0.8463 | | 0.8377 | 0.3 | 21600 | 0.8484 | | 0.8377 | 0.3 | 21800 | 0.8464 | | 0.8377 | 0.31 | 22000 | 0.8489 | | 0.8377 | 0.31 | 22200 | 0.8478 | | 0.8377 | 0.31 | 22400 | 0.8481 | | 0.8377 | 0.32 | 22600 | 0.8461 | | 0.8377 | 0.32 | 22800 | 0.8434 | | 0.8377 | 0.32 | 23000 | 0.8430 | | 0.8377 | 0.32 | 23200 | 0.8473 | | 0.8377 | 0.33 | 23400 | 0.8401 | | 0.8377 | 0.33 | 23600 | 0.8434 | | 0.8377 | 0.33 | 23800 | 0.8463 | | 0.8319 | 0.33 | 24000 | 0.8454 | | 0.8319 | 0.34 | 24200 | 0.8430 | | 0.8319 | 0.34 | 24400 | 0.8448 | | 0.8319 | 0.34 | 24600 | 0.8432 | | 0.8319 | 0.35 | 24800 | 0.8461 | | 0.8319 | 0.35 | 25000 | 0.8397 | | 0.8319 | 0.35 | 25200 | 0.8426 | | 0.8319 | 0.35 | 25400 | 0.8421 | | 0.8319 | 0.36 | 25600 | 0.8396 | | 0.8319 | 0.36 | 25800 | 0.8392 | | 0.8319 | 0.36 | 26000 | 0.8427 | | 0.8319 | 0.37 | 26200 | 0.8421 | | 0.8319 | 0.37 | 26400 | 0.8438 | | 0.8319 | 0.37 | 26600 | 0.8412 | | 0.8319 | 0.37 | 26800 | 0.8383 | | 0.8276 | 0.38 | 27000 | 0.8378 | | 0.8276 | 0.38 | 27200 | 0.8374 | | 0.8276 | 0.38 | 27400 | 0.8392 | | 0.8276 | 0.38 | 27600 | 0.8376 | | 0.8276 | 0.39 | 27800 | 0.8340 | | 0.8276 | 0.39 | 28000 | 0.8375 | | 0.8276 | 0.39 | 28200 | 0.8389 | | 0.8276 | 0.4 | 28400 | 0.8359 | | 0.8276 | 0.4 | 28600 | 0.8354 | | 0.8276 | 0.4 | 28800 | 0.8351 | | 0.8276 | 0.4 | 29000 | 0.8354 | | 0.8276 | 0.41 | 29200 | 0.8348 | | 0.8276 | 0.41 | 29400 | 0.8384 | | 0.8276 | 0.41 | 29600 | 0.8354 | | 0.8276 | 0.42 | 29800 | 0.8343 | | 0.8182 | 0.42 | 30000 | 0.8333 | | 0.8182 | 0.42 | 30200 | 0.8372 | | 0.8182 | 0.42 | 30400 | 0.8337 | | 0.8182 | 0.43 | 30600 | 0.8320 | | 0.8182 | 0.43 | 30800 | 0.8338 | | 0.8182 | 0.43 | 31000 | 0.8318 | | 0.8182 | 0.44 | 31200 | 0.8326 | | 0.8182 | 0.44 | 31400 | 0.8309 | | 0.8182 | 0.44 | 31600 | 0.8310 | | 0.8182 | 0.44 | 31800 | 0.8319 | | 0.8182 | 0.45 | 32000 | 0.8331 | | 0.8182 | 0.45 | 32200 | 0.8338 | | 0.8182 | 0.45 | 32400 | 0.8301 | | 0.8182 | 0.45 | 32600 | 0.8282 | | 0.8182 | 0.46 | 32800 | 0.8270 | | 0.8161 | 0.46 | 33000 | 0.8229 | | 0.8161 | 0.46 | 33200 | 0.8258 | | 0.8161 | 0.47 | 33400 | 0.8275 | | 0.8161 | 0.47 | 33600 | 0.8285 | | 0.8161 | 0.47 | 33800 | 0.8232 | | 0.8161 | 0.47 | 34000 | 0.8272 | | 0.8161 | 0.48 | 34200 | 0.8236 | | 0.8161 | 0.48 | 34400 | 0.8228 | | 0.8161 | 0.48 | 34600 | 0.8217 | | 0.8161 | 0.49 | 34800 | 0.8212 | | 0.8161 | 0.49 | 35000 | 0.8205 | | 0.8161 | 0.49 | 35200 | 0.8211 | | 0.8161 | 0.49 | 35400 | 0.8278 | | 0.8161 | 0.5 | 35600 | 0.8277 | | 0.8161 | 0.5 | 35800 | 0.8250 | | 0.8139 | 0.5 | 36000 | 0.8255 | | 0.8139 | 0.5 | 36200 | 0.8253 | | 0.8139 | 0.51 | 36400 | 0.8253 | | 0.8139 | 0.51 | 36600 | 0.8243 | | 0.8139 | 0.51 | 36800 | 0.8254 | | 0.8139 | 0.52 | 37000 | 0.8241 | | 0.8139 | 0.52 | 37200 | 0.8250 | | 0.8139 | 0.52 | 37400 | 0.8236 | | 0.8139 | 0.52 | 37600 | 0.8250 | | 0.8139 | 0.53 | 37800 | 0.8227 | | 0.8139 | 0.53 | 38000 | 0.8230 | | 0.8139 | 0.53 | 38200 | 0.8268 | | 0.8139 | 0.54 | 38400 | 0.8233 | | 0.8139 | 0.54 | 38600 | 0.8224 | | 0.8139 | 0.54 | 38800 | 0.8214 | | 0.8089 | 0.54 | 39000 | 0.8266 | | 0.8089 | 0.55 | 39200 | 0.8221 | | 0.8089 | 0.55 | 39400 | 0.8223 | | 0.8089 | 0.55 | 39600 | 0.8196 | | 0.8089 | 0.55 | 39800 | 0.8189 | | 0.8089 | 0.56 | 40000 | 0.8228 | | 0.8089 | 0.56 | 40200 | 0.8174 | | 0.8089 | 0.56 | 40400 | 0.8239 | | 0.8089 | 0.57 | 40600 | 0.8209 | | 0.8089 | 0.57 | 40800 | 0.8213 | | 0.8089 | 0.57 | 41000 | 0.8202 | | 0.8089 | 0.57 | 41200 | 0.8225 | | 0.8089 | 0.58 | 41400 | 0.8214 | | 0.8089 | 0.58 | 41600 | 0.8204 | | 0.8089 | 0.58 | 41800 | 0.8197 | | 0.8056 | 0.59 | 42000 | 0.8191 | | 0.8056 | 0.59 | 42200 | 0.8214 | | 0.8056 | 0.59 | 42400 | 0.8128 | | 0.8056 | 0.59 | 42600 | 0.8160 | | 0.8056 | 0.6 | 42800 | 0.8182 | | 0.8056 | 0.6 | 43000 | 0.8191 | | 0.8056 | 0.6 | 43200 | 0.8154 | | 0.8056 | 0.61 | 43400 | 0.8173 | | 0.8056 | 0.61 | 43600 | 0.8126 | | 0.8056 | 0.61 | 43800 | 0.8130 | | 0.8056 | 0.61 | 44000 | 0.8154 | | 0.8056 | 0.62 | 44200 | 0.8141 | | 0.8056 | 0.62 | 44400 | 0.8170 | | 0.8056 | 0.62 | 44600 | 0.8137 | | 0.8056 | 0.62 | 44800 | 0.8189 | | 0.805 | 0.63 | 45000 | 0.8162 | | 0.805 | 0.63 | 45200 | 0.8133 | | 0.805 | 0.63 | 45400 | 0.8166 | | 0.805 | 0.64 | 45600 | 0.8164 | | 0.805 | 0.64 | 45800 | 0.8130 | | 0.805 | 0.64 | 46000 | 0.8118 | | 0.805 | 0.64 | 46200 | 0.8157 | | 0.805 | 0.65 | 46400 | 0.8145 | | 0.805 | 0.65 | 46600 | 0.8128 | | 0.805 | 0.65 | 46800 | 0.8107 | | 0.805 | 0.66 | 47000 | 0.8144 | | 0.805 | 0.66 | 47200 | 0.8143 | | 0.805 | 0.66 | 47400 | 0.8161 | | 0.805 | 0.66 | 47600 | 0.8141 | | 0.805 | 0.67 | 47800 | 0.8162 | | 0.8006 | 0.67 | 48000 | 0.8118 | | 0.8006 | 0.67 | 48200 | 0.8174 | | 0.8006 | 0.67 | 48400 | 0.8156 | | 0.8006 | 0.68 | 48600 | 0.8131 | | 0.8006 | 0.68 | 48800 | 0.8119 | | 0.8006 | 0.68 | 49000 | 0.8083 | | 0.8006 | 0.69 | 49200 | 0.8083 | | 0.8006 | 0.69 | 49400 | 0.8126 | | 0.8006 | 0.69 | 49600 | 0.8134 | | 0.8006 | 0.69 | 49800 | 0.8151 | | 0.8006 | 0.7 | 50000 | 0.8165 | | 0.8006 | 0.7 | 50200 | 0.8164 | | 0.8006 | 0.7 | 50400 | 0.8148 | | 0.8006 | 0.71 | 50600 | 0.8091 | | 0.8006 | 0.71 | 50800 | 0.8135 | | 0.7982 | 0.71 | 51000 | 0.8146 | | 0.7982 | 0.71 | 51200 | 0.8126 | | 0.7982 | 0.72 | 51400 | 0.8119 | | 0.7982 | 0.72 | 51600 | 0.8108 | | 0.7982 | 0.72 | 51800 | 0.8125 | | 0.7982 | 0.73 | 52000 | 0.8125 | | 0.7982 | 0.73 | 52200 | 0.8123 | | 0.7982 | 0.73 | 52400 | 0.8101 | | 0.7982 | 0.73 | 52600 | 0.8093 | | 0.7982 | 0.74 | 52800 | 0.8086 | | 0.7982 | 0.74 | 53000 | 0.8083 | | 0.7982 | 0.74 | 53200 | 0.8093 | | 0.7982 | 0.74 | 53400 | 0.8090 | | 0.7982 | 0.75 | 53600 | 0.8083 | | 0.7982 | 0.75 | 53800 | 0.8115 | | 0.794 | 0.75 | 54000 | 0.8092 | | 0.794 | 0.76 | 54200 | 0.8077 | | 0.794 | 0.76 | 54400 | 0.8076 | | 0.794 | 0.76 | 54600 | 0.8081 | | 0.794 | 0.76 | 54800 | 0.8105 | | 0.794 | 0.77 | 55000 | 0.8093 | | 0.794 | 0.77 | 55200 | 0.8108 | | 0.794 | 0.77 | 55400 | 0.8104 | | 0.794 | 0.78 | 55600 | 0.8051 | | 0.794 | 0.78 | 55800 | 0.8083 | | 0.794 | 0.78 | 56000 | 0.8073 | | 0.794 | 0.78 | 56200 | 0.8107 | | 0.794 | 0.79 | 56400 | 0.8072 | | 0.794 | 0.79 | 56600 | 0.8050 | | 0.794 | 0.79 | 56800 | 0.8043 | | 0.7913 | 0.79 | 57000 | 0.8050 | | 0.7913 | 0.8 | 57200 | 0.8054 | | 0.7913 | 0.8 | 57400 | 0.8087 | | 0.7913 | 0.8 | 57600 | 0.8088 | | 0.7913 | 0.81 | 57800 | 0.8074 | | 0.7913 | 0.81 | 58000 | 0.8081 | | 0.7913 | 0.81 | 58200 | 0.8077 | | 0.7913 | 0.81 | 58400 | 0.8058 | | 0.7913 | 0.82 | 58600 | 0.8031 | | 0.7913 | 0.82 | 58800 | 0.8016 | | 0.7913 | 0.82 | 59000 | 0.8029 | | 0.7913 | 0.83 | 59200 | 0.8063 | | 0.7913 | 0.83 | 59400 | 0.8048 | | 0.7913 | 0.83 | 59600 | 0.8059 | | 0.7913 | 0.83 | 59800 | 0.8043 | | 0.7921 | 0.84 | 60000 | 0.8013 | | 0.7921 | 0.84 | 60200 | 0.8017 | | 0.7921 | 0.84 | 60400 | 0.8054 | | 0.7921 | 0.85 | 60600 | 0.8068 | | 0.7921 | 0.85 | 60800 | 0.8084 | | 0.7921 | 0.85 | 61000 | 0.8076 | | 0.7921 | 0.85 | 61200 | 0.8034 | | 0.7921 | 0.86 | 61400 | 0.8020 | | 0.7921 | 0.86 | 61600 | 0.8058 | | 0.7921 | 0.86 | 61800 | 0.8073 | | 0.7921 | 0.86 | 62000 | 0.8042 | | 0.7921 | 0.87 | 62200 | 0.8023 | | 0.7921 | 0.87 | 62400 | 0.8029 | | 0.7921 | 0.87 | 62600 | 0.8032 | | 0.7921 | 0.88 | 62800 | 0.8034 | | 0.785 | 0.88 | 63000 | 0.8032 | | 0.785 | 0.88 | 63200 | 0.8033 | | 0.785 | 0.88 | 63400 | 0.8038 | | 0.785 | 0.89 | 63600 | 0.8013 | | 0.785 | 0.89 | 63800 | 0.8028 | | 0.785 | 0.89 | 64000 | 0.7991 | | 0.785 | 0.9 | 64200 | 0.8013 | | 0.785 | 0.9 | 64400 | 0.8042 | | 0.785 | 0.9 | 64600 | 0.8053 | | 0.785 | 0.9 | 64800 | 0.8044 | | 0.785 | 0.91 | 65000 | 0.8019 | | 0.785 | 0.91 | 65200 | 0.8041 | | 0.785 | 0.91 | 65400 | 0.8032 | | 0.785 | 0.91 | 65600 | 0.8031 | | 0.785 | 0.92 | 65800 | 0.8062 | | 0.7854 | 0.92 | 66000 | 0.8023 | | 0.7854 | 0.92 | 66200 | 0.8035 | | 0.7854 | 0.93 | 66400 | 0.8018 | | 0.7854 | 0.93 | 66600 | 0.7983 | | 0.7854 | 0.93 | 66800 | 0.7997 | | 0.7854 | 0.93 | 67000 | 0.8021 | | 0.7854 | 0.94 | 67200 | 0.8012 | | 0.7854 | 0.94 | 67400 | 0.8019 | | 0.7854 | 0.94 | 67600 | 0.7994 | | 0.7854 | 0.95 | 67800 | 0.7990 | | 0.7854 | 0.95 | 68000 | 0.7978 | | 0.7854 | 0.95 | 68200 | 0.8005 | | 0.7854 | 0.95 | 68400 | 0.7997 | | 0.7854 | 0.96 | 68600 | 0.7971 | | 0.7854 | 0.96 | 68800 | 0.8005 | | 0.7826 | 0.96 | 69000 | 0.7952 | | 0.7826 | 0.96 | 69200 | 0.7946 | | 0.7826 | 0.97 | 69400 | 0.7963 | | 0.7826 | 0.97 | 69600 | 0.7953 | | 0.7826 | 0.97 | 69800 | 0.7996 | | 0.7826 | 0.98 | 70000 | 0.7983 | | 0.7826 | 0.98 | 70200 | 0.7998 | | 0.7826 | 0.98 | 70400 | 0.8009 | | 0.7826 | 0.98 | 70600 | 0.8022 | | 0.7826 | 0.99 | 70800 | 0.8012 | | 0.7826 | 0.99 | 71000 | 0.8000 | | 0.7826 | 0.99 | 71200 | 0.7997 | | 0.7826 | 1.0 | 71400 | 0.7999 | | 0.7826 | 1.0 | 71600 | 0.7989 | | 0.7826 | 1.0 | 71800 | 0.7960 | | 0.7808 | 1.0 | 72000 | 0.7980 | | 0.7808 | 1.01 | 72200 | 0.7973 | | 0.7808 | 1.01 | 72400 | 0.7966 | | 0.7808 | 1.01 | 72600 | 0.7977 | | 0.7808 | 1.02 | 72800 | 0.7949 | | 0.7808 | 1.02 | 73000 | 0.7980 | | 0.7808 | 1.02 | 73200 | 0.7947 | | 0.7808 | 1.02 | 73400 | 0.8017 | | 0.7808 | 1.03 | 73600 | 0.7994 | | 0.7808 | 1.03 | 73800 | 0.7972 | | 0.7808 | 1.03 | 74000 | 0.7937 | | 0.7808 | 1.03 | 74200 | 0.7924 | | 0.7808 | 1.04 | 74400 | 0.7942 | | 0.7808 | 1.04 | 74600 | 0.7946 | | 0.7808 | 1.04 | 74800 | 0.7958 | | 0.7802 | 1.05 | 75000 | 0.7957 | | 0.7802 | 1.05 | 75200 | 0.7946 | | 0.7802 | 1.05 | 75400 | 0.7964 | | 0.7802 | 1.05 | 75600 | 0.7934 | | 0.7802 | 1.06 | 75800 | 0.7965 | | 0.7802 | 1.06 | 76000 | 0.7960 | | 0.7802 | 1.06 | 76200 | 0.7969 | | 0.7802 | 1.07 | 76400 | 0.7980 | | 0.7802 | 1.07 | 76600 | 0.7948 | | 0.7802 | 1.07 | 76800 | 0.7976 | | 0.7802 | 1.07 | 77000 | 0.7957 | | 0.7802 | 1.08 | 77200 | 0.7988 | | 0.7802 | 1.08 | 77400 | 0.7954 | | 0.7802 | 1.08 | 77600 | 0.7974 | | 0.7802 | 1.08 | 77800 | 0.7987 | | 0.7762 | 1.09 | 78000 | 0.8014 | | 0.7762 | 1.09 | 78200 | 0.7959 | | 0.7762 | 1.09 | 78400 | 0.7972 | | 0.7762 | 1.1 | 78600 | 0.7972 | | 0.7762 | 1.1 | 78800 | 0.7956 | | 0.7762 | 1.1 | 79000 | 0.7959 | | 0.7762 | 1.1 | 79200 | 0.7934 | | 0.7762 | 1.11 | 79400 | 0.7969 | | 0.7762 | 1.11 | 79600 | 0.7955 | | 0.7762 | 1.11 | 79800 | 0.7935 | | 0.7762 | 1.12 | 80000 | 0.7946 | | 0.7762 | 1.12 | 80200 | 0.7945 | | 0.7762 | 1.12 | 80400 | 0.7914 | | 0.7762 | 1.12 | 80600 | 0.7912 | | 0.7762 | 1.13 | 80800 | 0.7910 | | 0.7796 | 1.13 | 81000 | 0.7923 | | 0.7796 | 1.13 | 81200 | 0.7924 | | 0.7796 | 1.14 | 81400 | 0.7916 | | 0.7796 | 1.14 | 81600 | 0.7913 | | 0.7796 | 1.14 | 81800 | 0.7939 | | 0.7796 | 1.14 | 82000 | 0.7953 | | 0.7796 | 1.15 | 82200 | 0.7920 | | 0.7796 | 1.15 | 82400 | 0.7925 | | 0.7796 | 1.15 | 82600 | 0.7910 | | 0.7796 | 1.15 | 82800 | 0.7930 | | 0.7796 | 1.16 | 83000 | 0.7911 | | 0.7796 | 1.16 | 83200 | 0.7922 | | 0.7796 | 1.16 | 83400 | 0.7939 | | 0.7796 | 1.17 | 83600 | 0.7931 | | 0.7796 | 1.17 | 83800 | 0.7928 | | 0.7733 | 1.17 | 84000 | 0.7923 | | 0.7733 | 1.17 | 84200 | 0.7906 | | 0.7733 | 1.18 | 84400 | 0.7911 | | 0.7733 | 1.18 | 84600 | 0.7910 | | 0.7733 | 1.18 | 84800 | 0.7922 | | 0.7733 | 1.19 | 85000 | 0.7907 | | 0.7733 | 1.19 | 85200 | 0.7913 | | 0.7733 | 1.19 | 85400 | 0.7904 | | 0.7733 | 1.19 | 85600 | 0.7906 | | 0.7733 | 1.2 | 85800 | 0.7905 | | 0.7733 | 1.2 | 86000 | 0.7867 | | 0.7733 | 1.2 | 86200 | 0.7871 | | 0.7733 | 1.2 | 86400 | 0.7881 | | 0.7733 | 1.21 | 86600 | 0.7916 | | 0.7733 | 1.21 | 86800 | 0.7927 | | 0.7675 | 1.21 | 87000 | 0.7916 | | 0.7675 | 1.22 | 87200 | 0.7907 | | 0.7675 | 1.22 | 87400 | 0.7905 | | 0.7675 | 1.22 | 87600 | 0.7915 | | 0.7675 | 1.22 | 87800 | 0.7902 | | 0.7675 | 1.23 | 88000 | 0.7880 | | 0.7675 | 1.23 | 88200 | 0.7864 | | 0.7675 | 1.23 | 88400 | 0.7864 | | 0.7675 | 1.24 | 88600 | 0.7887 | | 0.7675 | 1.24 | 88800 | 0.7892 | | 0.7675 | 1.24 | 89000 | 0.7889 | | 0.7675 | 1.24 | 89200 | 0.7892 | | 0.7675 | 1.25 | 89400 | 0.7873 | | 0.7675 | 1.25 | 89600 | 0.7888 | | 0.7675 | 1.25 | 89800 | 0.7874 | | 0.7711 | 1.25 | 90000 | 0.7914 | | 0.7711 | 1.26 | 90200 | 0.7899 | | 0.7711 | 1.26 | 90400 | 0.7885 | | 0.7711 | 1.26 | 90600 | 0.7872 | | 0.7711 | 1.27 | 90800 | 0.7868 | | 0.7711 | 1.27 | 91000 | 0.7862 | | 0.7711 | 1.27 | 91200 | 0.7849 | | 0.7711 | 1.27 | 91400 | 0.7875 | | 0.7711 | 1.28 | 91600 | 0.7877 | | 0.7711 | 1.28 | 91800 | 0.7902 | | 0.7711 | 1.28 | 92000 | 0.7907 | | 0.7711 | 1.29 | 92200 | 0.7897 | | 0.7711 | 1.29 | 92400 | 0.7892 | | 0.7711 | 1.29 | 92600 | 0.7827 | | 0.7711 | 1.29 | 92800 | 0.7872 | | 0.7669 | 1.3 | 93000 | 0.7869 | | 0.7669 | 1.3 | 93200 | 0.7847 | | 0.7669 | 1.3 | 93400 | 0.7867 | | 0.7669 | 1.31 | 93600 | 0.7852 | | 0.7669 | 1.31 | 93800 | 0.7885 | | 0.7669 | 1.31 | 94000 | 0.7893 | | 0.7669 | 1.31 | 94200 | 0.7884 | | 0.7669 | 1.32 | 94400 | 0.7865 | | 0.7669 | 1.32 | 94600 | 0.7870 | | 0.7669 | 1.32 | 94800 | 0.7907 | | 0.7669 | 1.32 | 95000 | 0.7867 | | 0.7669 | 1.33 | 95200 | 0.7891 | | 0.7669 | 1.33 | 95400 | 0.7886 | | 0.7669 | 1.33 | 95600 | 0.7879 | | 0.7669 | 1.34 | 95800 | 0.7879 | | 0.7695 | 1.34 | 96000 | 0.7894 | | 0.7695 | 1.34 | 96200 | 0.7875 | | 0.7695 | 1.34 | 96400 | 0.7853 | | 0.7695 | 1.35 | 96600 | 0.7866 | | 0.7695 | 1.35 | 96800 | 0.7856 | | 0.7695 | 1.35 | 97000 | 0.7846 | | 0.7695 | 1.36 | 97200 | 0.7852 | | 0.7695 | 1.36 | 97400 | 0.7855 | | 0.7695 | 1.36 | 97600 | 0.7860 | | 0.7695 | 1.36 | 97800 | 0.7869 | | 0.7695 | 1.37 | 98000 | 0.7859 | | 0.7695 | 1.37 | 98200 | 0.7842 | | 0.7695 | 1.37 | 98400 | 0.7882 | | 0.7695 | 1.37 | 98600 | 0.7886 | | 0.7695 | 1.38 | 98800 | 0.7868 | | 0.7659 | 1.38 | 99000 | 0.7871 | | 0.7659 | 1.38 | 99200 | 0.7870 | | 0.7659 | 1.39 | 99400 | 0.7850 | | 0.7659 | 1.39 | 99600 | 0.7868 | | 0.7659 | 1.39 | 99800 | 0.7863 | | 0.7659 | 1.39 | 100000 | 0.7864 | | 0.7659 | 1.4 | 100200 | 0.7880 | | 0.7659 | 1.4 | 100400 | 0.7865 | | 0.7659 | 1.4 | 100600 | 0.7863 | | 0.7659 | 1.41 | 100800 | 0.7865 | | 0.7659 | 1.41 | 101000 | 0.7875 | | 0.7659 | 1.41 | 101200 | 0.7890 | | 0.7659 | 1.41 | 101400 | 0.7888 | | 0.7659 | 1.42 | 101600 | 0.7885 | | 0.7659 | 1.42 | 101800 | 0.7870 | | 0.7663 | 1.42 | 102000 | 0.7853 | | 0.7663 | 1.43 | 102200 | 0.7887 | | 0.7663 | 1.43 | 102400 | 0.7857 | | 0.7663 | 1.43 | 102600 | 0.7880 | | 0.7663 | 1.43 | 102800 | 0.7860 | | 0.7663 | 1.44 | 103000 | 0.7871 | | 0.7663 | 1.44 | 103200 | 0.7865 | | 0.7663 | 1.44 | 103400 | 0.7867 | | 0.7663 | 1.44 | 103600 | 0.7859 | | 0.7663 | 1.45 | 103800 | 0.7881 | | 0.7663 | 1.45 | 104000 | 0.7866 | | 0.7663 | 1.45 | 104200 | 0.7871 | | 0.7663 | 1.46 | 104400 | 0.7862 | | 0.7663 | 1.46 | 104600 | 0.7867 | | 0.7663 | 1.46 | 104800 | 0.7857 | | 0.7678 | 1.46 | 105000 | 0.7876 | | 0.7678 | 1.47 | 105200 | 0.7906 | | 0.7678 | 1.47 | 105400 | 0.7861 | | 0.7678 | 1.47 | 105600 | 0.7881 | | 0.7678 | 1.48 | 105800 | 0.7870 | | 0.7678 | 1.48 | 106000 | 0.7864 | | 0.7678 | 1.48 | 106200 | 0.7860 | | 0.7678 | 1.48 | 106400 | 0.7885 | | 0.7678 | 1.49 | 106600 | 0.7876 | | 0.7678 | 1.49 | 106800 | 0.7862 | | 0.7678 | 1.49 | 107000 | 0.7864 | | 0.7678 | 1.49 | 107200 | 0.7891 | | 0.7678 | 1.5 | 107400 | 0.7881 | | 0.7678 | 1.5 | 107600 | 0.7883 | | 0.7678 | 1.5 | 107800 | 0.7863 | | 0.7678 | 1.51 | 108000 | 0.7849 | | 0.7678 | 1.51 | 108200 | 0.7867 | | 0.7678 | 1.51 | 108400 | 0.7847 | | 0.7678 | 1.51 | 108600 | 0.7875 | | 0.7678 | 1.52 | 108800 | 0.7860 | | 0.7678 | 1.52 | 109000 | 0.7876 | | 0.7678 | 1.52 | 109200 | 0.7826 | | 0.7678 | 1.53 | 109400 | 0.7853 | | 0.7678 | 1.53 | 109600 | 0.7869 | | 0.7678 | 1.53 | 109800 | 0.7866 | | 0.7678 | 1.53 | 110000 | 0.7854 | | 0.7678 | 1.54 | 110200 | 0.7858 | | 0.7678 | 1.54 | 110400 | 0.7843 | | 0.7678 | 1.54 | 110600 | 0.7857 | | 0.7678 | 1.55 | 110800 | 0.7839 | | 0.7641 | 1.55 | 111000 | 0.7819 | | 0.7641 | 1.55 | 111200 | 0.7814 | | 0.7641 | 1.55 | 111400 | 0.7845 | | 0.7641 | 1.56 | 111600 | 0.7859 | | 0.7641 | 1.56 | 111800 | 0.7823 | | 0.7641 | 1.56 | 112000 | 0.7803 | | 0.7641 | 1.56 | 112200 | 0.7805 | | 0.7641 | 1.57 | 112400 | 0.7819 | | 0.7641 | 1.57 | 112600 | 0.7803 | | 0.7641 | 1.57 | 112800 | 0.7818 | | 0.7641 | 1.58 | 113000 | 0.7824 | | 0.7641 | 1.58 | 113200 | 0.7816 | | 0.7641 | 1.58 | 113400 | 0.7832 | | 0.7641 | 1.58 | 113600 | 0.7808 | | 0.7641 | 1.59 | 113800 | 0.7799 | | 0.7606 | 1.59 | 114000 | 0.7793 | | 0.7606 | 1.59 | 114200 | 0.7810 | | 0.7606 | 1.6 | 114400 | 0.7813 | | 0.7606 | 1.6 | 114600 | 0.7829 | | 0.7606 | 1.6 | 114800 | 0.7842 | | 0.7606 | 1.6 | 115000 | 0.7817 | | 0.7606 | 1.61 | 115200 | 0.7822 | | 0.7606 | 1.61 | 115400 | 0.7801 | | 0.7606 | 1.61 | 115600 | 0.7810 | | 0.7606 | 1.61 | 115800 | 0.7814 | | 0.7606 | 1.62 | 116000 | 0.7800 | | 0.7606 | 1.62 | 116200 | 0.7814 | | 0.7606 | 1.62 | 116400 | 0.7807 | | 0.7606 | 1.63 | 116600 | 0.7800 | | 0.7606 | 1.63 | 116800 | 0.7797 | | 0.7592 | 1.63 | 117000 | 0.7787 | | 0.7592 | 1.63 | 117200 | 0.7804 | | 0.7592 | 1.64 | 117400 | 0.7810 | | 0.7592 | 1.64 | 117600 | 0.7781 | | 0.7592 | 1.64 | 117800 | 0.7785 | | 0.7592 | 1.65 | 118000 | 0.7791 | | 0.7592 | 1.65 | 118200 | 0.7776 | | 0.7592 | 1.65 | 118400 | 0.7785 | | 0.7592 | 1.65 | 118600 | 0.7795 | | 0.7592 | 1.66 | 118800 | 0.7803 | | 0.7592 | 1.66 | 119000 | 0.7802 | | 0.7592 | 1.66 | 119200 | 0.7793 | | 0.7592 | 1.66 | 119400 | 0.7787 | | 0.7592 | 1.67 | 119600 | 0.7784 | | 0.7592 | 1.67 | 119800 | 0.7803 | | 0.763 | 1.67 | 120000 | 0.7796 | | 0.763 | 1.68 | 120200 | 0.7801 | | 0.763 | 1.68 | 120400 | 0.7810 | | 0.763 | 1.68 | 120600 | 0.7805 | | 0.763 | 1.68 | 120800 | 0.7806 | | 0.763 | 1.69 | 121000 | 0.7789 | | 0.763 | 1.69 | 121200 | 0.7789 | | 0.763 | 1.69 | 121400 | 0.7801 | | 0.763 | 1.7 | 121600 | 0.7795 | | 0.763 | 1.7 | 121800 | 0.7800 | | 0.763 | 1.7 | 122000 | 0.7784 | | 0.763 | 1.7 | 122200 | 0.7790 | | 0.763 | 1.71 | 122400 | 0.7801 | | 0.763 | 1.71 | 122600 | 0.7794 | | 0.763 | 1.71 | 122800 | 0.7786 | | 0.7591 | 1.72 | 123000 | 0.7787 | | 0.7591 | 1.72 | 123200 | 0.7778 | | 0.7591 | 1.72 | 123400 | 0.7794 | | 0.7591 | 1.72 | 123600 | 0.7817 | | 0.7591 | 1.73 | 123800 | 0.7819 | | 0.7591 | 1.73 | 124000 | 0.7788 | | 0.7591 | 1.73 | 124200 | 0.7799 | | 0.7591 | 1.73 | 124400 | 0.7780 | | 0.7591 | 1.74 | 124600 | 0.7808 | | 0.7591 | 1.74 | 124800 | 0.7800 | | 0.7591 | 1.74 | 125000 | 0.7809 | | 0.7591 | 1.75 | 125200 | 0.7799 | | 0.7591 | 1.75 | 125400 | 0.7783 | | 0.7591 | 1.75 | 125600 | 0.7813 | | 0.7591 | 1.75 | 125800 | 0.7808 | | 0.757 | 1.76 | 126000 | 0.7808 | | 0.757 | 1.76 | 126200 | 0.7793 | | 0.757 | 1.76 | 126400 | 0.7797 | | 0.757 | 1.77 | 126600 | 0.7782 | | 0.757 | 1.77 | 126800 | 0.7789 | | 0.757 | 1.77 | 127000 | 0.7799 | | 0.757 | 1.77 | 127200 | 0.7810 | | 0.757 | 1.78 | 127400 | 0.7807 | | 0.757 | 1.78 | 127600 | 0.7784 | | 0.757 | 1.78 | 127800 | 0.7795 | | 0.757 | 1.78 | 128000 | 0.7780 | | 0.757 | 1.79 | 128200 | 0.7787 | | 0.757 | 1.79 | 128400 | 0.7771 | | 0.757 | 1.79 | 128600 | 0.7782 | | 0.757 | 1.8 | 128800 | 0.7781 | | 0.7562 | 1.8 | 129000 | 0.7771 | | 0.7562 | 1.8 | 129200 | 0.7767 | | 0.7562 | 1.8 | 129400 | 0.7762 | | 0.7562 | 1.81 | 129600 | 0.7767 | | 0.7562 | 1.81 | 129800 | 0.7773 | | 0.7562 | 1.81 | 130000 | 0.7787 | | 0.7562 | 1.82 | 130200 | 0.7789 | | 0.7562 | 1.82 | 130400 | 0.7795 | | 0.7562 | 1.82 | 130600 | 0.7779 | | 0.7562 | 1.82 | 130800 | 0.7782 | | 0.7562 | 1.83 | 131000 | 0.7783 | | 0.7562 | 1.83 | 131200 | 0.7789 | | 0.7562 | 1.83 | 131400 | 0.7792 | | 0.7562 | 1.84 | 131600 | 0.7771 | | 0.7562 | 1.84 | 131800 | 0.7776 | | 0.7579 | 1.84 | 132000 | 0.7788 | | 0.7579 | 1.84 | 132200 | 0.7779 | | 0.7579 | 1.85 | 132400 | 0.7777 | | 0.7579 | 1.85 | 132600 | 0.7767 | | 0.7579 | 1.85 | 132800 | 0.7775 | | 0.7579 | 1.85 | 133000 | 0.7769 | | 0.7579 | 1.86 | 133200 | 0.7761 | | 0.7579 | 1.86 | 133400 | 0.7761 | | 0.7579 | 1.86 | 133600 | 0.7776 | | 0.7579 | 1.87 | 133800 | 0.7769 | | 0.7579 | 1.87 | 134000 | 0.7789 | | 0.7579 | 1.87 | 134200 | 0.7770 | | 0.7579 | 1.87 | 134400 | 0.7747 | | 0.7579 | 1.88 | 134600 | 0.7761 | | 0.7579 | 1.88 | 134800 | 0.7749 | | 0.7567 | 1.88 | 135000 | 0.7750 | | 0.7567 | 1.89 | 135200 | 0.7752 | | 0.7567 | 1.89 | 135400 | 0.7751 | | 0.7567 | 1.89 | 135600 | 0.7752 | | 0.7567 | 1.89 | 135800 | 0.7735 | | 0.7567 | 1.9 | 136000 | 0.7752 | | 0.7567 | 1.9 | 136200 | 0.7742 | | 0.7567 | 1.9 | 136400 | 0.7753 | | 0.7567 | 1.9 | 136600 | 0.7754 | | 0.7567 | 1.91 | 136800 | 0.7751 | | 0.7567 | 1.91 | 137000 | 0.7740 | | 0.7567 | 1.91 | 137200 | 0.7735 | | 0.7567 | 1.92 | 137400 | 0.7729 | | 0.7567 | 1.92 | 137600 | 0.7740 | | 0.7567 | 1.92 | 137800 | 0.7739 | | 0.758 | 1.92 | 138000 | 0.7743 | | 0.758 | 1.93 | 138200 | 0.7741 | | 0.758 | 1.93 | 138400 | 0.7747 | | 0.758 | 1.93 | 138600 | 0.7726 | | 0.758 | 1.94 | 138800 | 0.7736 | | 0.758 | 1.94 | 139000 | 0.7734 | | 0.758 | 1.94 | 139200 | 0.7738 | | 0.758 | 1.94 | 139400 | 0.7742 | | 0.758 | 1.95 | 139600 | 0.7727 | | 0.758 | 1.95 | 139800 | 0.7730 | | 0.758 | 1.95 | 140000 | 0.7730 | | 0.758 | 1.95 | 140200 | 0.7745 | | 0.758 | 1.96 | 140400 | 0.7751 | | 0.758 | 1.96 | 140600 | 0.7735 | | 0.758 | 1.96 | 140800 | 0.7747 | | 0.7541 | 1.97 | 141000 | 0.7751 | | 0.7541 | 1.97 | 141200 | 0.7751 | | 0.7541 | 1.97 | 141400 | 0.7744 | | 0.7541 | 1.97 | 141600 | 0.7741 | | 0.7541 | 1.98 | 141800 | 0.7746 | | 0.7541 | 1.98 | 142000 | 0.7746 | | 0.7541 | 1.98 | 142200 | 0.7737 | | 0.7541 | 1.99 | 142400 | 0.7749 | | 0.7541 | 1.99 | 142600 | 0.7742 | | 0.7541 | 1.99 | 142800 | 0.7734 | | 0.7541 | 1.99 | 143000 | 0.7729 | | 0.7541 | 2.0 | 143200 | 0.7744 | | 0.7541 | 2.0 | 143400 | 0.7738 | | 0.7541 | 2.0 | 143600 | 0.7750 | | 0.7541 | 2.01 | 143800 | 0.7764 | | 0.7524 | 2.01 | 144000 | 0.7754 | | 0.7524 | 2.01 | 144200 | 0.7736 | | 0.7524 | 2.01 | 144400 | 0.7755 | | 0.7524 | 2.02 | 144600 | 0.7740 | | 0.7524 | 2.02 | 144800 | 0.7736 | | 0.7524 | 2.02 | 145000 | 0.7738 | | 0.7524 | 2.02 | 145200 | 0.7731 | | 0.7524 | 2.03 | 145400 | 0.7741 | | 0.7524 | 2.03 | 145600 | 0.7739 | | 0.7524 | 2.03 | 145800 | 0.7736 | | 0.7524 | 2.04 | 146000 | 0.7748 | | 0.7524 | 2.04 | 146200 | 0.7739 | | 0.7524 | 2.04 | 146400 | 0.7752 | | 0.7524 | 2.04 | 146600 | 0.7735 | | 0.7524 | 2.05 | 146800 | 0.7726 | | 0.7518 | 2.05 | 147000 | 0.7732 | | 0.7518 | 2.05 | 147200 | 0.7735 | | 0.7518 | 2.06 | 147400 | 0.7729 | | 0.7518 | 2.06 | 147600 | 0.7739 | | 0.7518 | 2.06 | 147800 | 0.7742 | | 0.7518 | 2.06 | 148000 | 0.7741 | | 0.7518 | 2.07 | 148200 | 0.7732 | | 0.7518 | 2.07 | 148400 | 0.7729 | | 0.7518 | 2.07 | 148600 | 0.7736 | | 0.7518 | 2.07 | 148800 | 0.7732 | | 0.7518 | 2.08 | 149000 | 0.7735 | | 0.7518 | 2.08 | 149200 | 0.7738 | | 0.7518 | 2.08 | 149400 | 0.7750 | | 0.7518 | 2.09 | 149600 | 0.7729 | | 0.7518 | 2.09 | 149800 | 0.7749 | | 0.7514 | 2.09 | 150000 | 0.7743 | | 0.7514 | 2.09 | 150200 | 0.7754 | | 0.7514 | 2.1 | 150400 | 0.7743 | | 0.7514 | 2.1 | 150600 | 0.7755 | | 0.7514 | 2.1 | 150800 | 0.7740 | | 0.7514 | 2.11 | 151000 | 0.7748 | | 0.7514 | 2.11 | 151200 | 0.7752 | | 0.7514 | 2.11 | 151400 | 0.7750 | | 0.7514 | 2.11 | 151600 | 0.7749 | | 0.7514 | 2.12 | 151800 | 0.7759 | | 0.7514 | 2.12 | 152000 | 0.7745 | | 0.7514 | 2.12 | 152200 | 0.7742 | | 0.7514 | 2.13 | 152400 | 0.7742 | | 0.7514 | 2.13 | 152600 | 0.7736 | | 0.7514 | 2.13 | 152800 | 0.7739 | | 0.7504 | 2.13 | 153000 | 0.7745 | | 0.7504 | 2.14 | 153200 | 0.7738 | | 0.7504 | 2.14 | 153400 | 0.7737 | | 0.7504 | 2.14 | 153600 | 0.7730 | | 0.7504 | 2.14 | 153800 | 0.7727 | | 0.7504 | 2.15 | 154000 | 0.7728 | | 0.7504 | 2.15 | 154200 | 0.7726 | | 0.7504 | 2.15 | 154400 | 0.7746 | | 0.7504 | 2.16 | 154600 | 0.7747 | | 0.7504 | 2.16 | 154800 | 0.7745 | | 0.7504 | 2.16 | 155000 | 0.7735 | | 0.7504 | 2.16 | 155200 | 0.7745 | | 0.7504 | 2.17 | 155400 | 0.7739 | | 0.7504 | 2.17 | 155600 | 0.7746 | | 0.7504 | 2.17 | 155800 | 0.7741 | | 0.7535 | 2.18 | 156000 | 0.7750 | | 0.7535 | 2.18 | 156200 | 0.7746 | | 0.7535 | 2.18 | 156400 | 0.7736 | | 0.7535 | 2.18 | 156600 | 0.7740 | | 0.7535 | 2.19 | 156800 | 0.7727 | | 0.7535 | 2.19 | 157000 | 0.7732 | | 0.7535 | 2.19 | 157200 | 0.7737 | | 0.7535 | 2.19 | 157400 | 0.7737 | | 0.7535 | 2.2 | 157600 | 0.7725 | | 0.7535 | 2.2 | 157800 | 0.7732 | | 0.7535 | 2.2 | 158000 | 0.7731 | | 0.7535 | 2.21 | 158200 | 0.7729 | | 0.7535 | 2.21 | 158400 | 0.7724 | | 0.7535 | 2.21 | 158600 | 0.7745 | | 0.7535 | 2.21 | 158800 | 0.7736 | | 0.7503 | 2.22 | 159000 | 0.7727 | | 0.7503 | 2.22 | 159200 | 0.7713 | | 0.7503 | 2.22 | 159400 | 0.7722 | | 0.7503 | 2.23 | 159600 | 0.7725 | | 0.7503 | 2.23 | 159800 | 0.7724 | | 0.7503 | 2.23 | 160000 | 0.7726 | | 0.7503 | 2.23 | 160200 | 0.7726 | | 0.7503 | 2.24 | 160400 | 0.7732 | | 0.7503 | 2.24 | 160600 | 0.7730 | | 0.7503 | 2.24 | 160800 | 0.7725 | | 0.7503 | 2.24 | 161000 | 0.7725 | | 0.7503 | 2.25 | 161200 | 0.7734 | | 0.7503 | 2.25 | 161400 | 0.7736 | | 0.7503 | 2.25 | 161600 | 0.7727 | | 0.7503 | 2.26 | 161800 | 0.7726 | | 0.7493 | 2.26 | 162000 | 0.7743 | | 0.7493 | 2.26 | 162200 | 0.7734 | | 0.7493 | 2.26 | 162400 | 0.7734 | | 0.7493 | 2.27 | 162600 | 0.7732 | | 0.7493 | 2.27 | 162800 | 0.7737 | | 0.7493 | 2.27 | 163000 | 0.7735 | | 0.7493 | 2.28 | 163200 | 0.7739 | | 0.7493 | 2.28 | 163400 | 0.7738 | | 0.7493 | 2.28 | 163600 | 0.7740 | | 0.7493 | 2.28 | 163800 | 0.7730 | | 0.7493 | 2.29 | 164000 | 0.7733 | | 0.7493 | 2.29 | 164200 | 0.7734 | | 0.7493 | 2.29 | 164400 | 0.7734 | | 0.7493 | 2.3 | 164600 | 0.7738 | | 0.7493 | 2.3 | 164800 | 0.7733 | | 0.7477 | 2.3 | 165000 | 0.7746 | | 0.7477 | 2.3 | 165200 | 0.7740 | | 0.7477 | 2.31 | 165400 | 0.7736 | | 0.7477 | 2.31 | 165600 | 0.7735 | | 0.7477 | 2.31 | 165800 | 0.7736 | | 0.7477 | 2.31 | 166000 | 0.7736 | | 0.7477 | 2.32 | 166200 | 0.7737 | | 0.7477 | 2.32 | 166400 | 0.7740 | | 0.7477 | 2.32 | 166600 | 0.7734 | | 0.7477 | 2.33 | 166800 | 0.7733 | | 0.7477 | 2.33 | 167000 | 0.7733 | | 0.7477 | 2.33 | 167200 | 0.7723 | | 0.7477 | 2.33 | 167400 | 0.7717 | | 0.7477 | 2.34 | 167600 | 0.7718 | | 0.7477 | 2.34 | 167800 | 0.7724 | | 0.7478 | 2.34 | 168000 | 0.7716 | | 0.7478 | 2.35 | 168200 | 0.7721 | | 0.7478 | 2.35 | 168400 | 0.7719 | | 0.7478 | 2.35 | 168600 | 0.7712 | | 0.7478 | 2.35 | 168800 | 0.7708 | | 0.7478 | 2.36 | 169000 | 0.7713 | | 0.7478 | 2.36 | 169200 | 0.7717 | | 0.7478 | 2.36 | 169400 | 0.7719 | | 0.7478 | 2.36 | 169600 | 0.7707 | | 0.7478 | 2.37 | 169800 | 0.7717 | | 0.7478 | 2.37 | 170000 | 0.7706 | | 0.7478 | 2.37 | 170200 | 0.7711 | | 0.7478 | 2.38 | 170400 | 0.7718 | | 0.7478 | 2.38 | 170600 | 0.7714 | | 0.7478 | 2.38 | 170800 | 0.7716 | | 0.7482 | 2.38 | 171000 | 0.7714 | | 0.7482 | 2.39 | 171200 | 0.7714 | | 0.7482 | 2.39 | 171400 | 0.7717 | | 0.7482 | 2.39 | 171600 | 0.7719 | | 0.7482 | 2.4 | 171800 | 0.7726 | | 0.7482 | 2.4 | 172000 | 0.7723 | | 0.7482 | 2.4 | 172200 | 0.7720 | | 0.7482 | 2.4 | 172400 | 0.7733 | | 0.7482 | 2.41 | 172600 | 0.7726 | | 0.7482 | 2.41 | 172800 | 0.7718 | | 0.7482 | 2.41 | 173000 | 0.7718 | | 0.7482 | 2.42 | 173200 | 0.7728 | | 0.7482 | 2.42 | 173400 | 0.7723 | | 0.7482 | 2.42 | 173600 | 0.7719 | | 0.7482 | 2.42 | 173800 | 0.7717 | | 0.7479 | 2.43 | 174000 | 0.7719 | | 0.7479 | 2.43 | 174200 | 0.7716 | | 0.7479 | 2.43 | 174400 | 0.7706 | | 0.7479 | 2.43 | 174600 | 0.7707 | | 0.7479 | 2.44 | 174800 | 0.7710 | | 0.7479 | 2.44 | 175000 | 0.7714 | | 0.7479 | 2.44 | 175200 | 0.7714 | | 0.7479 | 2.45 | 175400 | 0.7717 | | 0.7479 | 2.45 | 175600 | 0.7712 | | 0.7479 | 2.45 | 175800 | 0.7716 | | 0.7479 | 2.45 | 176000 | 0.7710 | | 0.7479 | 2.46 | 176200 | 0.7712 | | 0.7479 | 2.46 | 176400 | 0.7719 | | 0.7479 | 2.46 | 176600 | 0.7724 | | 0.7479 | 2.47 | 176800 | 0.7717 | | 0.7486 | 2.47 | 177000 | 0.7714 | | 0.7486 | 2.47 | 177200 | 0.7712 | | 0.7486 | 2.47 | 177400 | 0.7704 | | 0.7486 | 2.48 | 177600 | 0.7704 | | 0.7486 | 2.48 | 177800 | 0.7706 | | 0.7486 | 2.48 | 178000 | 0.7706 | | 0.7486 | 2.48 | 178200 | 0.7707 | | 0.7486 | 2.49 | 178400 | 0.7707 | | 0.7486 | 2.49 | 178600 | 0.7708 | | 0.7486 | 2.49 | 178800 | 0.7703 | | 0.7486 | 2.5 | 179000 | 0.7700 | | 0.7486 | 2.5 | 179200 | 0.7706 | | 0.7486 | 2.5 | 179400 | 0.7706 | | 0.7486 | 2.5 | 179600 | 0.7704 | | 0.7486 | 2.51 | 179800 | 0.7705 | | 0.7499 | 2.51 | 180000 | 0.7704 | | 0.7499 | 2.51 | 180200 | 0.7701 | | 0.7499 | 2.52 | 180400 | 0.7703 | | 0.7499 | 2.52 | 180600 | 0.7707 | | 0.7499 | 2.52 | 180800 | 0.7710 | | 0.7499 | 2.52 | 181000 | 0.7707 | | 0.7499 | 2.53 | 181200 | 0.7709 | | 0.7499 | 2.53 | 181400 | 0.7708 | | 0.7499 | 2.53 | 181600 | 0.7711 | | 0.7499 | 2.54 | 181800 | 0.7716 | | 0.7499 | 2.54 | 182000 | 0.7714 | | 0.7499 | 2.54 | 182200 | 0.7710 | | 0.7499 | 2.54 | 182400 | 0.7709 | | 0.7499 | 2.55 | 182600 | 0.7714 | | 0.7499 | 2.55 | 182800 | 0.7717 | | 0.7482 | 2.55 | 183000 | 0.7711 | | 0.7482 | 2.55 | 183200 | 0.7713 | | 0.7482 | 2.56 | 183400 | 0.7712 | | 0.7482 | 2.56 | 183600 | 0.7713 | | 0.7482 | 2.56 | 183800 | 0.7716 | | 0.7482 | 2.57 | 184000 | 0.7711 | | 0.7482 | 2.57 | 184200 | 0.7713 | | 0.7482 | 2.57 | 184400 | 0.7713 | | 0.7482 | 2.57 | 184600 | 0.7714 | | 0.7482 | 2.58 | 184800 | 0.7713 | | 0.7482 | 2.58 | 185000 | 0.7712 | | 0.7482 | 2.58 | 185200 | 0.7708 | | 0.7482 | 2.59 | 185400 | 0.7711 | | 0.7482 | 2.59 | 185600 | 0.7709 | | 0.7482 | 2.59 | 185800 | 0.7707 | | 0.75 | 2.59 | 186000 | 0.7708 | | 0.75 | 2.6 | 186200 | 0.7707 | | 0.75 | 2.6 | 186400 | 0.7705 | | 0.75 | 2.6 | 186600 | 0.7705 | | 0.75 | 2.6 | 186800 | 0.7706 | | 0.75 | 2.61 | 187000 | 0.7706 | | 0.75 | 2.61 | 187200 | 0.7705 | | 0.75 | 2.61 | 187400 | 0.7706 | | 0.75 | 2.62 | 187600 | 0.7707 | | 0.75 | 2.62 | 187800 | 0.7708 | | 0.75 | 2.62 | 188000 | 0.7708 | | 0.75 | 2.62 | 188200 | 0.7707 | | 0.75 | 2.63 | 188400 | 0.7709 | | 0.75 | 2.63 | 188600 | 0.7711 | | 0.75 | 2.63 | 188800 | 0.7707 | | 0.7494 | 2.64 | 189000 | 0.7706 | | 0.7494 | 2.64 | 189200 | 0.7708 | | 0.7494 | 2.64 | 189400 | 0.7709 | | 0.7494 | 2.64 | 189600 | 0.7709 | | 0.7494 | 2.65 | 189800 | 0.7706 | | 0.7494 | 2.65 | 190000 | 0.7706 | | 0.7494 | 2.65 | 190200 | 0.7705 | | 0.7494 | 2.65 | 190400 | 0.7701 | | 0.7494 | 2.66 | 190600 | 0.7704 | | 0.7494 | 2.66 | 190800 | 0.7701 | | 0.7494 | 2.66 | 191000 | 0.7704 | | 0.7494 | 2.67 | 191200 | 0.7705 | | 0.7494 | 2.67 | 191400 | 0.7704 | | 0.7494 | 2.67 | 191600 | 0.7703 | | 0.7494 | 2.67 | 191800 | 0.7703 | | 0.7448 | 2.68 | 192000 | 0.7706 | | 0.7448 | 2.68 | 192200 | 0.7706 | | 0.7448 | 2.68 | 192400 | 0.7709 | | 0.7448 | 2.69 | 192600 | 0.7707 | | 0.7448 | 2.69 | 192800 | 0.7708 | | 0.7448 | 2.69 | 193000 | 0.7708 | | 0.7448 | 2.69 | 193200 | 0.7706 | | 0.7448 | 2.7 | 193400 | 0.7704 | | 0.7448 | 2.7 | 193600 | 0.7704 | | 0.7448 | 2.7 | 193800 | 0.7704 | | 0.7448 | 2.71 | 194000 | 0.7703 | | 0.7448 | 2.71 | 194200 | 0.7703 | | 0.7448 | 2.71 | 194400 | 0.7704 | | 0.7448 | 2.71 | 194600 | 0.7702 | | 0.7448 | 2.72 | 194800 | 0.7704 | | 0.7442 | 2.72 | 195000 | 0.7705 | | 0.7442 | 2.72 | 195200 | 0.7707 | | 0.7442 | 2.72 | 195400 | 0.7708 | | 0.7442 | 2.73 | 195600 | 0.7707 | | 0.7442 | 2.73 | 195800 | 0.7707 | | 0.7442 | 2.73 | 196000 | 0.7706 | | 0.7442 | 2.74 | 196200 | 0.7706 | | 0.7442 | 2.74 | 196400 | 0.7703 | | 0.7442 | 2.74 | 196600 | 0.7703 | | 0.7442 | 2.74 | 196800 | 0.7705 | | 0.7442 | 2.75 | 197000 | 0.7705 | | 0.7442 | 2.75 | 197200 | 0.7705 | | 0.7442 | 2.75 | 197400 | 0.7706 | | 0.7442 | 2.76 | 197600 | 0.7705 | | 0.7442 | 2.76 | 197800 | 0.7705 | | 0.7486 | 2.76 | 198000 | 0.7704 | | 0.7486 | 2.76 | 198200 | 0.7703 | | 0.7486 | 2.77 | 198400 | 0.7704 | | 0.7486 | 2.77 | 198600 | 0.7706 | | 0.7486 | 2.77 | 198800 | 0.7705 | | 0.7486 | 2.77 | 199000 | 0.7706 | | 0.7486 | 2.78 | 199200 | 0.7706 | | 0.7486 | 2.78 | 199400 | 0.7706 | | 0.7486 | 2.78 | 199600 | 0.7704 | | 0.7486 | 2.79 | 199800 | 0.7703 | | 0.7486 | 2.79 | 200000 | 0.7703 | | 0.7486 | 2.79 | 200200 | 0.7704 | | 0.7486 | 2.79 | 200400 | 0.7705 | | 0.7486 | 2.8 | 200600 | 0.7704 | | 0.7486 | 2.8 | 200800 | 0.7704 | | 0.7472 | 2.8 | 201000 | 0.7705 | | 0.7472 | 2.81 | 201200 | 0.7704 | | 0.7472 | 2.81 | 201400 | 0.7704 | | 0.7472 | 2.81 | 201600 | 0.7704 | | 0.7472 | 2.81 | 201800 | 0.7704 | | 0.7472 | 2.82 | 202000 | 0.7704 | | 0.7472 | 2.82 | 202200 | 0.7703 | | 0.7472 | 2.82 | 202400 | 0.7704 | | 0.7472 | 2.83 | 202600 | 0.7705 | | 0.7472 | 2.83 | 202800 | 0.7705 | | 0.7472 | 2.83 | 203000 | 0.7705 | | 0.7472 | 2.83 | 203200 | 0.7704 | | 0.7472 | 2.84 | 203400 | 0.7704 | | 0.7472 | 2.84 | 203600 | 0.7704 | | 0.7472 | 2.84 | 203800 | 0.7704 | | 0.749 | 2.84 | 204000 | 0.7704 | | 0.749 | 2.85 | 204200 | 0.7704 | | 0.749 | 2.85 | 204400 | 0.7704 | | 0.749 | 2.85 | 204600 | 0.7704 | | 0.749 | 2.86 | 204800 | 0.7704 | | 0.749 | 2.86 | 205000 | 0.7705 | | 0.749 | 2.86 | 205200 | 0.7705 | | 0.749 | 2.86 | 205400 | 0.7705 | | 0.749 | 2.87 | 205600 | 0.7705 | | 0.749 | 2.87 | 205800 | 0.7704 | | 0.749 | 2.87 | 206000 | 0.7705 | | 0.749 | 2.88 | 206200 | 0.7705 | | 0.749 | 2.88 | 206400 | 0.7704 | | 0.749 | 2.88 | 206600 | 0.7705 | | 0.749 | 2.88 | 206800 | 0.7705 | | 0.7485 | 2.89 | 207000 | 0.7704 | | 0.7485 | 2.89 | 207200 | 0.7704 | | 0.7485 | 2.89 | 207400 | 0.7704 | | 0.7485 | 2.89 | 207600 | 0.7704 | | 0.7485 | 2.9 | 207800 | 0.7704 | | 0.7485 | 2.9 | 208000 | 0.7704 | | 0.7485 | 2.9 | 208200 | 0.7704 | | 0.7485 | 2.91 | 208400 | 0.7704 | | 0.7485 | 2.91 | 208600 | 0.7704 | | 0.7485 | 2.91 | 208800 | 0.7704 | | 0.7485 | 2.91 | 209000 | 0.7704 | | 0.7485 | 2.92 | 209200 | 0.7704 | | 0.7485 | 2.92 | 209400 | 0.7703 | | 0.7485 | 2.92 | 209600 | 0.7704 | | 0.7485 | 2.93 | 209800 | 0.7704 | | 0.7474 | 2.93 | 210000 | 0.7704 | | 0.7474 | 2.93 | 210200 | 0.7704 | | 0.7474 | 2.93 | 210400 | 0.7704 | | 0.7474 | 2.94 | 210600 | 0.7704 | | 0.7474 | 2.94 | 210800 | 0.7704 | | 0.7474 | 2.94 | 211000 | 0.7704 | | 0.7474 | 2.94 | 211200 | 0.7704 | | 0.7474 | 2.95 | 211400 | 0.7704 | | 0.7474 | 2.95 | 211600 | 0.7704 | | 0.7474 | 2.95 | 211800 | 0.7704 | | 0.7474 | 2.96 | 212000 | 0.7704 | | 0.7474 | 2.96 | 212200 | 0.7704 | | 0.7474 | 2.96 | 212400 | 0.7704 | | 0.7474 | 2.96 | 212600 | 0.7704 | | 0.7474 | 2.97 | 212800 | 0.7704 | | 0.7469 | 2.97 | 213000 | 0.7704 | | 0.7469 | 2.97 | 213200 | 0.7704 | | 0.7469 | 2.98 | 213400 | 0.7704 | | 0.7469 | 2.98 | 213600 | 0.7704 | | 0.7469 | 2.98 | 213800 | 0.7704 | | 0.7469 | 2.98 | 214000 | 0.7704 | | 0.7469 | 2.99 | 214200 | 0.7704 | | 0.7469 | 2.99 | 214400 | 0.7704 | | 0.7469 | 2.99 | 214600 | 0.7704 | | 0.7469 | 3.0 | 214800 | 0.7704 | | 0.7469 | 3.0 | 215000 | 0.7704 | ### Framework versions - Transformers 4.31.0 - Pytorch 2.1.2 - Datasets 2.19.0 - Tokenizers 0.13.3