ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8179
• Qwk: 0.6131
• Mse: 0.8179
• Rmse: 0.9044

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: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.1667	2	5.4106	-0.0244	5.4106	2.3261
No log	0.3333	4	3.5160	0.0434	3.5160	1.8751
No log	0.5	6	1.9668	0.0392	1.9668	1.4024
No log	0.6667	8	1.4639	0.1864	1.4639	1.2099
No log	0.8333	10	1.1598	0.2548	1.1598	1.0769
No log	1.0	12	1.1910	0.1707	1.1910	1.0913
No log	1.1667	14	1.3742	0.1648	1.3742	1.1723
No log	1.3333	16	1.5826	0.0042	1.5826	1.2580
No log	1.5	18	1.7555	-0.0933	1.7555	1.3250
No log	1.6667	20	1.9447	-0.0435	1.9447	1.3945
No log	1.8333	22	1.7634	-0.0183	1.7634	1.3279
No log	2.0	24	1.5092	0.0161	1.5092	1.2285
No log	2.1667	26	1.3602	0.0909	1.3602	1.1663
No log	2.3333	28	1.2639	0.2777	1.2639	1.1242
No log	2.5	30	1.1567	0.2753	1.1567	1.0755
No log	2.6667	32	1.0958	0.2046	1.0958	1.0468
No log	2.8333	34	1.1384	0.3154	1.1384	1.0669
No log	3.0	36	1.0750	0.3421	1.0750	1.0368
No log	3.1667	38	0.9961	0.3929	0.9961	0.9981
No log	3.3333	40	1.3040	0.2421	1.3040	1.1419
No log	3.5	42	1.3009	0.2990	1.3009	1.1406
No log	3.6667	44	1.0107	0.4062	1.0107	1.0053
No log	3.8333	46	0.8945	0.4228	0.8945	0.9458
No log	4.0	48	0.9120	0.5301	0.9120	0.9550
No log	4.1667	50	0.8466	0.5087	0.8466	0.9201
No log	4.3333	52	0.8715	0.4757	0.8715	0.9336
No log	4.5	54	1.0549	0.4272	1.0549	1.0271
No log	4.6667	56	0.9670	0.4743	0.9670	0.9834
No log	4.8333	58	0.7675	0.5400	0.7675	0.8761
No log	5.0	60	0.7253	0.6340	0.7253	0.8516
No log	5.1667	62	0.7263	0.5484	0.7263	0.8522
No log	5.3333	64	0.9758	0.5232	0.9758	0.9878
No log	5.5	66	1.3292	0.4775	1.3292	1.1529
No log	5.6667	68	1.0592	0.4987	1.0592	1.0292
No log	5.8333	70	0.7029	0.5962	0.7029	0.8384
No log	6.0	72	0.9023	0.5820	0.9023	0.9499
No log	6.1667	74	0.9938	0.5756	0.9938	0.9969
No log	6.3333	76	0.7528	0.6506	0.7528	0.8677
No log	6.5	78	0.6550	0.6054	0.6550	0.8094
No log	6.6667	80	0.7540	0.6551	0.7540	0.8683
No log	6.8333	82	0.7311	0.6476	0.7311	0.8550
No log	7.0	84	0.6920	0.6591	0.6920	0.8319
No log	7.1667	86	0.7801	0.6504	0.7801	0.8832
No log	7.3333	88	0.7578	0.6294	0.7578	0.8705
No log	7.5	90	0.7356	0.6257	0.7356	0.8576
No log	7.6667	92	0.7461	0.6377	0.7461	0.8638
No log	7.8333	94	0.7245	0.6192	0.7245	0.8512
No log	8.0	96	0.7037	0.6389	0.7037	0.8389
No log	8.1667	98	0.6947	0.6360	0.6947	0.8335
No log	8.3333	100	0.7066	0.6558	0.7066	0.8406
No log	8.5	102	0.6936	0.6449	0.6936	0.8329
No log	8.6667	104	0.6811	0.6079	0.6811	0.8253
No log	8.8333	106	0.6751	0.5957	0.6751	0.8216
No log	9.0	108	0.6759	0.6177	0.6759	0.8221
No log	9.1667	110	0.6803	0.6096	0.6803	0.8248
No log	9.3333	112	0.6971	0.6403	0.6971	0.8349
No log	9.5	114	0.7232	0.6694	0.7232	0.8504
No log	9.6667	116	0.7547	0.6674	0.7547	0.8687
No log	9.8333	118	0.8982	0.6111	0.8982	0.9477
No log	10.0	120	0.7792	0.6616	0.7792	0.8827
No log	10.1667	122	0.6766	0.6300	0.6766	0.8226
No log	10.3333	124	0.6726	0.6236	0.6726	0.8201
No log	10.5	126	0.7050	0.6599	0.7050	0.8397
No log	10.6667	128	0.8476	0.6162	0.8476	0.9207
No log	10.8333	130	0.8003	0.6530	0.8003	0.8946
No log	11.0	132	0.7256	0.6715	0.7256	0.8518
No log	11.1667	134	0.6812	0.6183	0.6812	0.8253
No log	11.3333	136	0.7068	0.6275	0.7068	0.8407
No log	11.5	138	0.7223	0.6222	0.7223	0.8499
No log	11.6667	140	0.7356	0.5950	0.7356	0.8577
No log	11.8333	142	0.7805	0.5549	0.7805	0.8835
No log	12.0	144	0.7606	0.6001	0.7606	0.8721
No log	12.1667	146	0.7965	0.5505	0.7965	0.8925
No log	12.3333	148	0.7893	0.5783	0.7893	0.8884
No log	12.5	150	0.7265	0.6484	0.7265	0.8524
No log	12.6667	152	0.7358	0.6351	0.7358	0.8578
No log	12.8333	154	0.6791	0.6844	0.6791	0.8241
No log	13.0	156	0.6655	0.6658	0.6655	0.8158
No log	13.1667	158	0.7505	0.6387	0.7505	0.8663
No log	13.3333	160	0.6774	0.6752	0.6774	0.8230
No log	13.5	162	0.6623	0.7106	0.6623	0.8138
No log	13.6667	164	0.6970	0.6926	0.6970	0.8349
No log	13.8333	166	0.6422	0.6737	0.6422	0.8014
No log	14.0	168	0.6561	0.6554	0.6561	0.8100
No log	14.1667	170	0.6686	0.6646	0.6686	0.8177
No log	14.3333	172	0.6786	0.6524	0.6786	0.8238
No log	14.5	174	0.7483	0.6510	0.7483	0.8651
No log	14.6667	176	0.7941	0.6429	0.7941	0.8911
No log	14.8333	178	0.7081	0.6592	0.7081	0.8415
No log	15.0	180	0.6972	0.6610	0.6972	0.8350
No log	15.1667	182	0.6979	0.6461	0.6979	0.8354
No log	15.3333	184	0.7376	0.6379	0.7376	0.8589
No log	15.5	186	0.8885	0.6187	0.8885	0.9426
No log	15.6667	188	0.8043	0.6421	0.8043	0.8968
No log	15.8333	190	0.6605	0.6610	0.6605	0.8127
No log	16.0	192	0.6684	0.6789	0.6684	0.8175
No log	16.1667	194	0.6507	0.6577	0.6507	0.8067
No log	16.3333	196	0.7032	0.6642	0.7032	0.8386
No log	16.5	198	0.7250	0.6601	0.7250	0.8515
No log	16.6667	200	0.6738	0.6388	0.6738	0.8208
No log	16.8333	202	0.6701	0.6340	0.6701	0.8186
No log	17.0	204	0.7190	0.6734	0.7190	0.8479
No log	17.1667	206	0.7099	0.6580	0.7099	0.8425
No log	17.3333	208	0.6742	0.6348	0.6742	0.8211
No log	17.5	210	0.7191	0.6068	0.7191	0.8480
No log	17.6667	212	0.7611	0.6110	0.7611	0.8724
No log	17.8333	214	0.6847	0.6360	0.6847	0.8275
No log	18.0	216	0.6562	0.6556	0.6562	0.8101
No log	18.1667	218	0.6844	0.6621	0.6844	0.8273
No log	18.3333	220	0.6476	0.6597	0.6476	0.8047
No log	18.5	222	0.6698	0.6383	0.6698	0.8184
No log	18.6667	224	0.7129	0.6523	0.7129	0.8443
No log	18.8333	226	0.6551	0.6443	0.6551	0.8094
No log	19.0	228	0.6573	0.6578	0.6573	0.8107
No log	19.1667	230	0.7803	0.6799	0.7803	0.8833
No log	19.3333	232	0.8514	0.6457	0.8514	0.9227
No log	19.5	234	0.7766	0.6647	0.7766	0.8812
No log	19.6667	236	0.6612	0.6754	0.6612	0.8132
No log	19.8333	238	0.6985	0.6391	0.6985	0.8358
No log	20.0	240	0.7047	0.6519	0.7047	0.8395
No log	20.1667	242	0.6741	0.6612	0.6741	0.8210
No log	20.3333	244	0.6895	0.6496	0.6895	0.8304
No log	20.5	246	0.6778	0.6583	0.6778	0.8233
No log	20.6667	248	0.6740	0.6544	0.6740	0.8210
No log	20.8333	250	0.7377	0.7075	0.7377	0.8589
No log	21.0	252	0.7847	0.7052	0.7847	0.8859
No log	21.1667	254	0.7080	0.6940	0.7080	0.8414
No log	21.3333	256	0.6560	0.6679	0.6560	0.8099
No log	21.5	258	0.6476	0.6435	0.6476	0.8048
No log	21.6667	260	0.6604	0.6704	0.6604	0.8126
No log	21.8333	262	0.7203	0.6777	0.7203	0.8487
No log	22.0	264	0.7608	0.6841	0.7608	0.8722
No log	22.1667	266	0.7232	0.6810	0.7232	0.8504
No log	22.3333	268	0.6337	0.6846	0.6337	0.7961
No log	22.5	270	0.6506	0.6597	0.6506	0.8066
No log	22.6667	272	0.6652	0.6565	0.6652	0.8156
No log	22.8333	274	0.6264	0.6759	0.6264	0.7914
No log	23.0	276	0.6368	0.6824	0.6368	0.7980
No log	23.1667	278	0.6508	0.6876	0.6508	0.8067
No log	23.3333	280	0.6316	0.6804	0.6316	0.7947
No log	23.5	282	0.6268	0.6489	0.6268	0.7917
No log	23.6667	284	0.6774	0.6528	0.6774	0.8230
No log	23.8333	286	0.6891	0.6483	0.6891	0.8301
No log	24.0	288	0.6457	0.6613	0.6457	0.8036
No log	24.1667	290	0.6120	0.6919	0.6120	0.7823
No log	24.3333	292	0.6327	0.6737	0.6327	0.7954
No log	24.5	294	0.6579	0.6717	0.6579	0.8111
No log	24.6667	296	0.6277	0.6895	0.6277	0.7922
No log	24.8333	298	0.6347	0.6328	0.6347	0.7967
No log	25.0	300	0.6721	0.6279	0.6721	0.8198
No log	25.1667	302	0.6659	0.6515	0.6659	0.8160
No log	25.3333	304	0.6329	0.6387	0.6329	0.7956
No log	25.5	306	0.6362	0.6431	0.6362	0.7976
No log	25.6667	308	0.6884	0.6285	0.6884	0.8297
No log	25.8333	310	0.6767	0.6511	0.6767	0.8226
No log	26.0	312	0.6367	0.7009	0.6367	0.7979
No log	26.1667	314	0.6415	0.6327	0.6415	0.8010
No log	26.3333	316	0.6515	0.6327	0.6515	0.8072
No log	26.5	318	0.6544	0.6789	0.6544	0.8089
No log	26.6667	320	0.6979	0.6322	0.6979	0.8354
No log	26.8333	322	0.7364	0.6092	0.7364	0.8581
No log	27.0	324	0.8619	0.5972	0.8619	0.9284
No log	27.1667	326	0.8945	0.6148	0.8945	0.9458
No log	27.3333	328	0.8138	0.6075	0.8138	0.9021
No log	27.5	330	0.7366	0.6526	0.7366	0.8582
No log	27.6667	332	0.6847	0.6450	0.6847	0.8275
No log	27.8333	334	0.6863	0.6660	0.6863	0.8285
No log	28.0	336	0.7170	0.6931	0.7170	0.8468
No log	28.1667	338	0.7444	0.6794	0.7444	0.8628
No log	28.3333	340	0.7882	0.6712	0.7882	0.8878
No log	28.5	342	0.7501	0.6664	0.7501	0.8661
No log	28.6667	344	0.7042	0.6671	0.7042	0.8392
No log	28.8333	346	0.6991	0.6535	0.6991	0.8361
No log	29.0	348	0.6991	0.6466	0.6991	0.8361
No log	29.1667	350	0.6997	0.6340	0.6997	0.8365
No log	29.3333	352	0.6933	0.6340	0.6933	0.8327
No log	29.5	354	0.6855	0.6639	0.6855	0.8279
No log	29.6667	356	0.6823	0.6615	0.6823	0.8260
No log	29.8333	358	0.6776	0.6381	0.6776	0.8232
No log	30.0	360	0.6652	0.6504	0.6652	0.8156
No log	30.1667	362	0.6592	0.6596	0.6592	0.8119
No log	30.3333	364	0.6508	0.6680	0.6508	0.8067
No log	30.5	366	0.6458	0.6498	0.6458	0.8036
No log	30.6667	368	0.6610	0.6349	0.6610	0.8130
No log	30.8333	370	0.6587	0.6489	0.6587	0.8116
No log	31.0	372	0.6364	0.6525	0.6364	0.7977
No log	31.1667	374	0.6363	0.6848	0.6363	0.7977
No log	31.3333	376	0.6503	0.6186	0.6503	0.8064
No log	31.5	378	0.6461	0.6483	0.6461	0.8038
No log	31.6667	380	0.6733	0.6343	0.6733	0.8205
No log	31.8333	382	0.6855	0.6266	0.6855	0.8279
No log	32.0	384	0.6561	0.6412	0.6561	0.8100
No log	32.1667	386	0.6331	0.6670	0.6331	0.7957
No log	32.3333	388	0.6314	0.6575	0.6314	0.7946
No log	32.5	390	0.6508	0.6479	0.6508	0.8067
No log	32.6667	392	0.7004	0.6386	0.7004	0.8369
No log	32.8333	394	0.7505	0.6361	0.7505	0.8663
No log	33.0	396	0.7221	0.6321	0.7221	0.8498
No log	33.1667	398	0.6617	0.6513	0.6617	0.8135
No log	33.3333	400	0.6270	0.6639	0.6270	0.7918
No log	33.5	402	0.6266	0.6586	0.6266	0.7916
No log	33.6667	404	0.6256	0.6598	0.6256	0.7909
No log	33.8333	406	0.6198	0.6507	0.6198	0.7873
No log	34.0	408	0.6198	0.6650	0.6198	0.7873
No log	34.1667	410	0.6243	0.6588	0.6243	0.7901
No log	34.3333	412	0.6243	0.6846	0.6243	0.7901
No log	34.5	414	0.6290	0.6788	0.6290	0.7931
No log	34.6667	416	0.6697	0.6599	0.6697	0.8184
No log	34.8333	418	0.6835	0.6815	0.6835	0.8267
No log	35.0	420	0.6756	0.6753	0.6756	0.8220
No log	35.1667	422	0.6814	0.6716	0.6814	0.8254
No log	35.3333	424	0.6837	0.6374	0.6837	0.8269
No log	35.5	426	0.6849	0.6394	0.6849	0.8276
No log	35.6667	428	0.6755	0.6302	0.6755	0.8219
No log	35.8333	430	0.6670	0.6339	0.6670	0.8167
No log	36.0	432	0.6622	0.6416	0.6622	0.8138
No log	36.1667	434	0.6641	0.6492	0.6641	0.8149
No log	36.3333	436	0.6698	0.6754	0.6698	0.8184
No log	36.5	438	0.6848	0.6765	0.6848	0.8275
No log	36.6667	440	0.6766	0.6959	0.6766	0.8225
No log	36.8333	442	0.6671	0.6620	0.6671	0.8167
No log	37.0	444	0.6638	0.6439	0.6638	0.8147
No log	37.1667	446	0.6731	0.6548	0.6731	0.8204
No log	37.3333	448	0.6800	0.6531	0.6800	0.8247
No log	37.5	450	0.6762	0.6432	0.6762	0.8223
No log	37.6667	452	0.7040	0.6197	0.7040	0.8391
No log	37.8333	454	0.7821	0.5959	0.7821	0.8844
No log	38.0	456	0.8236	0.6022	0.8236	0.9075
No log	38.1667	458	0.7753	0.6009	0.7753	0.8805
No log	38.3333	460	0.7066	0.6535	0.7066	0.8406
No log	38.5	462	0.7008	0.6578	0.7008	0.8371
No log	38.6667	464	0.7038	0.6435	0.7038	0.8390
No log	38.8333	466	0.7001	0.6536	0.7001	0.8367
No log	39.0	468	0.6964	0.6536	0.6964	0.8345
No log	39.1667	470	0.6943	0.6416	0.6943	0.8332
No log	39.3333	472	0.6896	0.6470	0.6896	0.8304
No log	39.5	474	0.7374	0.6195	0.7374	0.8587
No log	39.6667	476	0.7636	0.5957	0.7636	0.8739
No log	39.8333	478	0.7195	0.6420	0.7195	0.8482
No log	40.0	480	0.6810	0.6355	0.6810	0.8252
No log	40.1667	482	0.6824	0.6375	0.6824	0.8261
No log	40.3333	484	0.6930	0.6471	0.6930	0.8325
No log	40.5	486	0.6741	0.6464	0.6741	0.8210
No log	40.6667	488	0.6641	0.6662	0.6641	0.8150
No log	40.8333	490	0.6978	0.6632	0.6978	0.8354
No log	41.0	492	0.7480	0.6350	0.7480	0.8649
No log	41.1667	494	0.7572	0.6273	0.7572	0.8701
No log	41.3333	496	0.7167	0.6367	0.7167	0.8466
No log	41.5	498	0.6658	0.6836	0.6658	0.8159
0.3281	41.6667	500	0.6552	0.6339	0.6552	0.8094
0.3281	41.8333	502	0.6542	0.6556	0.6542	0.8088
0.3281	42.0	504	0.6612	0.6836	0.6612	0.8131
0.3281	42.1667	506	0.6938	0.6839	0.6938	0.8329
0.3281	42.3333	508	0.7261	0.6674	0.7261	0.8521
0.3281	42.5	510	0.7166	0.6790	0.7166	0.8465
0.3281	42.6667	512	0.6719	0.6792	0.6719	0.8197
0.3281	42.8333	514	0.6715	0.6761	0.6715	0.8194
0.3281	43.0	516	0.6961	0.6912	0.6961	0.8343
0.3281	43.1667	518	0.6949	0.6932	0.6949	0.8336
0.3281	43.3333	520	0.6486	0.6580	0.6486	0.8053
0.3281	43.5	522	0.6345	0.7067	0.6345	0.7965
0.3281	43.6667	524	0.6403	0.6735	0.6403	0.8002
0.3281	43.8333	526	0.6441	0.6532	0.6441	0.8026
0.3281	44.0	528	0.6443	0.6651	0.6443	0.8027
0.3281	44.1667	530	0.6407	0.6638	0.6407	0.8004
0.3281	44.3333	532	0.6363	0.6659	0.6363	0.7977
0.3281	44.5	534	0.6320	0.6724	0.6320	0.7950
0.3281	44.6667	536	0.6597	0.6909	0.6597	0.8122
0.3281	44.8333	538	0.7297	0.6594	0.7297	0.8542
0.3281	45.0	540	0.7556	0.6543	0.7556	0.8692
0.3281	45.1667	542	0.7277	0.6414	0.7277	0.8531
0.3281	45.3333	544	0.6660	0.6653	0.6660	0.8161
0.3281	45.5	546	0.6323	0.6789	0.6323	0.7952
0.3281	45.6667	548	0.6303	0.6832	0.6303	0.7939
0.3281	45.8333	550	0.6269	0.6713	0.6269	0.7918
0.3281	46.0	552	0.6302	0.6737	0.6302	0.7939
0.3281	46.1667	554	0.6544	0.6813	0.6544	0.8089
0.3281	46.3333	556	0.6607	0.6772	0.6607	0.8128
0.3281	46.5	558	0.6443	0.6903	0.6443	0.8027
0.3281	46.6667	560	0.6384	0.6871	0.6384	0.7990
0.3281	46.8333	562	0.6319	0.6850	0.6319	0.7949
0.3281	47.0	564	0.6283	0.6860	0.6283	0.7926
0.3281	47.1667	566	0.6209	0.6670	0.6209	0.7880
0.3281	47.3333	568	0.6227	0.6796	0.6227	0.7891
0.3281	47.5	570	0.6346	0.6340	0.6346	0.7966
0.3281	47.6667	572	0.6378	0.6326	0.6378	0.7986
0.3281	47.8333	574	0.6318	0.6485	0.6318	0.7949
0.3281	48.0	576	0.6542	0.7237	0.6542	0.8088
0.3281	48.1667	578	0.6943	0.7102	0.6943	0.8332
0.3281	48.3333	580	0.7071	0.7157	0.7071	0.8409
0.3281	48.5	582	0.6848	0.6983	0.6848	0.8275
0.3281	48.6667	584	0.6472	0.7068	0.6472	0.8045
0.3281	48.8333	586	0.6450	0.6463	0.6450	0.8031
0.3281	49.0	588	0.6677	0.6479	0.6677	0.8171
0.3281	49.1667	590	0.6676	0.6349	0.6676	0.8170
0.3281	49.3333	592	0.6486	0.6455	0.6486	0.8054
0.3281	49.5	594	0.6434	0.6679	0.6434	0.8021
0.3281	49.6667	596	0.6535	0.6746	0.6535	0.8084
0.3281	49.8333	598	0.6703	0.7207	0.6703	0.8187
0.3281	50.0	600	0.6959	0.7189	0.6959	0.8342
0.3281	50.1667	602	0.6979	0.7047	0.6979	0.8354
0.3281	50.3333	604	0.6787	0.6881	0.6787	0.8238
0.3281	50.5	606	0.6769	0.6738	0.6769	0.8227
0.3281	50.6667	608	0.6823	0.6821	0.6823	0.8260
0.3281	50.8333	610	0.7019	0.7026	0.7019	0.8378
0.3281	51.0	612	0.6943	0.7006	0.6943	0.8333
0.3281	51.1667	614	0.6835	0.7015	0.6835	0.8268
0.3281	51.3333	616	0.6632	0.6908	0.6632	0.8144
0.3281	51.5	618	0.6578	0.6661	0.6578	0.8110
0.3281	51.6667	620	0.6745	0.6767	0.6745	0.8213
0.3281	51.8333	622	0.7030	0.6686	0.7030	0.8384
0.3281	52.0	624	0.7397	0.6773	0.7397	0.8601
0.3281	52.1667	626	0.7515	0.6852	0.7515	0.8669
0.3281	52.3333	628	0.7198	0.6773	0.7198	0.8484
0.3281	52.5	630	0.6775	0.6816	0.6775	0.8231
0.3281	52.6667	632	0.6524	0.6715	0.6524	0.8077
0.3281	52.8333	634	0.6491	0.6745	0.6491	0.8056
0.3281	53.0	636	0.6463	0.6567	0.6463	0.8039
0.3281	53.1667	638	0.6462	0.6630	0.6462	0.8039
0.3281	53.3333	640	0.6533	0.6766	0.6533	0.8083
0.3281	53.5	642	0.6702	0.6889	0.6702	0.8187
0.3281	53.6667	644	0.6986	0.7246	0.6986	0.8358
0.3281	53.8333	646	0.7189	0.7255	0.7189	0.8479
0.3281	54.0	648	0.7205	0.7015	0.7205	0.8488
0.3281	54.1667	650	0.7045	0.7110	0.7045	0.8394
0.3281	54.3333	652	0.6928	0.7110	0.6928	0.8323
0.3281	54.5	654	0.6948	0.7110	0.6948	0.8335
0.3281	54.6667	656	0.7017	0.6975	0.7017	0.8377
0.3281	54.8333	658	0.7010	0.7102	0.7010	0.8373
0.3281	55.0	660	0.7040	0.7082	0.7040	0.8390
0.3281	55.1667	662	0.6956	0.7006	0.6956	0.8340
0.3281	55.3333	664	0.6873	0.6938	0.6873	0.8290
0.3281	55.5	666	0.6700	0.7005	0.6700	0.8185
0.3281	55.6667	668	0.6574	0.6816	0.6574	0.8108
0.3281	55.8333	670	0.6530	0.6629	0.6530	0.8081
0.3281	56.0	672	0.6553	0.6563	0.6553	0.8095
0.3281	56.1667	674	0.6683	0.6853	0.6683	0.8175
0.3281	56.3333	676	0.6683	0.6746	0.6683	0.8175
0.3281	56.5	678	0.6845	0.6851	0.6845	0.8273
0.3281	56.6667	680	0.6941	0.6705	0.6941	0.8331
0.3281	56.8333	682	0.7000	0.6601	0.7000	0.8366
0.3281	57.0	684	0.6678	0.6816	0.6678	0.8172
0.3281	57.1667	686	0.6519	0.6815	0.6519	0.8074
0.3281	57.3333	688	0.6503	0.6414	0.6503	0.8064
0.3281	57.5	690	0.6527	0.6299	0.6527	0.8079
0.3281	57.6667	692	0.6536	0.6439	0.6536	0.8085
0.3281	57.8333	694	0.6466	0.6421	0.6466	0.8041
0.3281	58.0	696	0.6517	0.6922	0.6517	0.8073
0.3281	58.1667	698	0.6662	0.7000	0.6662	0.8162
0.3281	58.3333	700	0.6832	0.6939	0.6832	0.8266
0.3281	58.5	702	0.6798	0.6610	0.6798	0.8245
0.3281	58.6667	704	0.6711	0.6672	0.6711	0.8192
0.3281	58.8333	706	0.6730	0.6533	0.6730	0.8204
0.3281	59.0	708	0.6693	0.6359	0.6693	0.8181
0.3281	59.1667	710	0.6802	0.6479	0.6802	0.8248
0.3281	59.3333	712	0.6879	0.6610	0.6879	0.8294
0.3281	59.5	714	0.6879	0.6735	0.6879	0.8294
0.3281	59.6667	716	0.6903	0.6824	0.6903	0.8309
0.3281	59.8333	718	0.7043	0.6744	0.7043	0.8392
0.3281	60.0	720	0.7099	0.6582	0.7099	0.8426
0.3281	60.1667	722	0.7156	0.6582	0.7156	0.8459
0.3281	60.3333	724	0.7095	0.6590	0.7095	0.8423
0.3281	60.5	726	0.7166	0.6684	0.7166	0.8465
0.3281	60.6667	728	0.7199	0.6610	0.7199	0.8485
0.3281	60.8333	730	0.7016	0.6610	0.7016	0.8376
0.3281	61.0	732	0.6885	0.6440	0.6885	0.8298
0.3281	61.1667	734	0.6801	0.6754	0.6801	0.8247
0.3281	61.3333	736	0.6756	0.6911	0.6756	0.8219
0.3281	61.5	738	0.6795	0.7048	0.6795	0.8243
0.3281	61.6667	740	0.6775	0.7254	0.6775	0.8231
0.3281	61.8333	742	0.6680	0.7254	0.6680	0.8173
0.3281	62.0	744	0.6547	0.6886	0.6547	0.8092
0.3281	62.1667	746	0.6418	0.6753	0.6418	0.8011
0.3281	62.3333	748	0.6383	0.6340	0.6383	0.7989
0.3281	62.5	750	0.6428	0.6516	0.6428	0.8017
0.3281	62.6667	752	0.6525	0.6459	0.6525	0.8078
0.3281	62.8333	754	0.6708	0.6367	0.6708	0.8190
0.3281	63.0	756	0.6984	0.6730	0.6984	0.8357
0.3281	63.1667	758	0.7362	0.6698	0.7362	0.8580
0.3281	63.3333	760	0.7530	0.6708	0.7530	0.8677
0.3281	63.5	762	0.7349	0.6496	0.7349	0.8572
0.3281	63.6667	764	0.7032	0.6601	0.7032	0.8386
0.3281	63.8333	766	0.6717	0.6662	0.6717	0.8196
0.3281	64.0	768	0.6595	0.6732	0.6595	0.8121
0.3281	64.1667	770	0.6585	0.6813	0.6585	0.8115
0.3281	64.3333	772	0.6625	0.6841	0.6625	0.8140
0.3281	64.5	774	0.6676	0.7027	0.6676	0.8171
0.3281	64.6667	776	0.6739	0.6762	0.6739	0.8209
0.3281	64.8333	778	0.6767	0.6814	0.6767	0.8226
0.3281	65.0	780	0.6824	0.6764	0.6824	0.8261
0.3281	65.1667	782	0.6925	0.6684	0.6925	0.8322
0.3281	65.3333	784	0.6987	0.6684	0.6987	0.8359
0.3281	65.5	786	0.6995	0.6764	0.6995	0.8364
0.3281	65.6667	788	0.6966	0.6764	0.6966	0.8346
0.3281	65.8333	790	0.7077	0.6563	0.7077	0.8412
0.3281	66.0	792	0.7318	0.6791	0.7318	0.8554
0.3281	66.1667	794	0.7762	0.6733	0.7762	0.8810
0.3281	66.3333	796	0.8370	0.6611	0.8370	0.9149
0.3281	66.5	798	0.8720	0.6550	0.8720	0.9338
0.3281	66.6667	800	0.8927	0.6330	0.8927	0.9448
0.3281	66.8333	802	0.9028	0.6330	0.9028	0.9502
0.3281	67.0	804	0.8996	0.6327	0.8996	0.9484
0.3281	67.1667	806	0.8688	0.6131	0.8688	0.9321
0.3281	67.3333	808	0.8179	0.6131	0.8179	0.9044

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1