gpt2-alpaca-pandalm

This model is a fine-tuned version of 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