ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_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: 1.0017
• Qwk: 0.5385
• Mse: 1.0017
• Rmse: 1.0009

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	0.0286	2	6.6264	0.0308	6.6264	2.5742
No log	0.0571	4	4.4577	0.0569	4.4577	2.1113
No log	0.0857	6	3.2743	0.0702	3.2743	1.8095
No log	0.1143	8	3.1125	0.1065	3.1125	1.7642
No log	0.1429	10	2.1048	0.2595	2.1048	1.4508
No log	0.1714	12	1.7524	0.1607	1.7524	1.3238
No log	0.2	14	1.7107	0.1404	1.7107	1.3079
No log	0.2286	16	1.6897	0.1897	1.6897	1.2999
No log	0.2571	18	1.6801	0.2787	1.6801	1.2962
No log	0.2857	20	1.8061	0.2628	1.8061	1.3439
No log	0.3143	22	2.1024	0.25	2.1024	1.4500
No log	0.3429	24	1.8827	0.3121	1.8827	1.3721
No log	0.3714	26	1.7844	0.3607	1.7844	1.3358
No log	0.4	28	1.8015	0.3361	1.8015	1.3422
No log	0.4286	30	1.7330	0.2655	1.7330	1.3164
No log	0.4571	32	1.6594	0.2655	1.6594	1.2882
No log	0.4857	34	1.5659	0.2982	1.5659	1.2514
No log	0.5143	36	1.5295	0.3607	1.5295	1.2367
No log	0.5429	38	1.4886	0.3622	1.4886	1.2201
No log	0.5714	40	1.4090	0.3802	1.4090	1.1870
No log	0.6	42	1.4690	0.3810	1.4690	1.2120
No log	0.6286	44	1.6916	0.3939	1.6916	1.3006
No log	0.6571	46	1.8166	0.3504	1.8166	1.3478
No log	0.6857	48	2.0024	0.3875	2.0024	1.4151
No log	0.7143	50	2.0472	0.3394	2.0472	1.4308
No log	0.7429	52	2.0974	0.3584	2.0974	1.4482
No log	0.7714	54	1.8747	0.4242	1.8747	1.3692
No log	0.8	56	1.5369	0.5	1.5369	1.2397
No log	0.8286	58	1.4635	0.3902	1.4635	1.2098
No log	0.8571	60	1.3607	0.3697	1.3607	1.1665
No log	0.8857	62	1.1406	0.4921	1.1406	1.0680
No log	0.9143	64	1.2100	0.5286	1.2100	1.1000
No log	0.9429	66	1.7306	0.4540	1.7306	1.3155
No log	0.9714	68	2.6199	0.3478	2.6199	1.6186
No log	1.0	70	1.8917	0.4725	1.8917	1.3754
No log	1.0286	72	1.2015	0.5789	1.2015	1.0961
No log	1.0571	74	1.2125	0.5899	1.2125	1.1011
No log	1.0857	76	1.3630	0.4531	1.3630	1.1675
No log	1.1143	78	1.3504	0.4531	1.3504	1.1621
No log	1.1429	80	1.2885	0.4286	1.2885	1.1351
No log	1.1714	82	1.0896	0.5496	1.0896	1.0438
No log	1.2	84	0.9383	0.5942	0.9383	0.9687
No log	1.2286	86	0.8889	0.6294	0.8889	0.9428
No log	1.2571	88	0.8632	0.6759	0.8632	0.9291
No log	1.2857	90	0.7978	0.6861	0.7978	0.8932
No log	1.3143	92	0.8017	0.7007	0.8017	0.8954
No log	1.3429	94	0.7613	0.6861	0.7613	0.8725
No log	1.3714	96	0.7924	0.6939	0.7924	0.8902
No log	1.4	98	0.8370	0.6800	0.8370	0.9149
No log	1.4286	100	0.8208	0.7020	0.8208	0.9060
No log	1.4571	102	0.8631	0.7190	0.8631	0.9290
No log	1.4857	104	0.8115	0.7067	0.8115	0.9009
No log	1.5143	106	0.8734	0.6043	0.8734	0.9345
No log	1.5429	108	0.9093	0.6143	0.9093	0.9536
No log	1.5714	110	0.8564	0.6087	0.8564	0.9254
No log	1.6	112	0.8681	0.6087	0.8681	0.9317
No log	1.6286	114	0.9152	0.6143	0.9152	0.9566
No log	1.6571	116	0.9329	0.625	0.9329	0.9659
No log	1.6857	118	0.9514	0.6207	0.9514	0.9754
No log	1.7143	120	0.8797	0.6294	0.8797	0.9379
No log	1.7429	122	0.9143	0.7097	0.9143	0.9562
No log	1.7714	124	0.9274	0.7097	0.9274	0.9630
No log	1.8	126	0.9177	0.6620	0.9177	0.9579
No log	1.8286	128	1.0210	0.5857	1.0210	1.0105
No log	1.8571	130	1.0346	0.5612	1.0346	1.0172
No log	1.8857	132	0.9249	0.6713	0.9249	0.9617
No log	1.9143	134	0.8659	0.6759	0.8659	0.9305
No log	1.9429	136	0.9471	0.65	0.9471	0.9732
No log	1.9714	138	1.2212	0.6190	1.2212	1.1051
No log	2.0	140	1.1901	0.6190	1.1901	1.0909
No log	2.0286	142	0.9600	0.6538	0.9600	0.9798
No log	2.0571	144	0.8830	0.6667	0.8830	0.9397
No log	2.0857	146	1.0442	0.6176	1.0442	1.0218
No log	2.1143	148	1.1602	0.5303	1.1602	1.0771
No log	2.1429	150	1.0732	0.5672	1.0732	1.0360
No log	2.1714	152	0.9037	0.6232	0.9037	0.9506
No log	2.2	154	0.7545	0.6761	0.7545	0.8686
No log	2.2286	156	0.7327	0.6901	0.7327	0.8560
No log	2.2571	158	0.7714	0.7042	0.7714	0.8783
No log	2.2857	160	0.8090	0.7133	0.8090	0.8995
No log	2.3143	162	0.7732	0.7347	0.7732	0.8793
No log	2.3429	164	0.7951	0.7273	0.7951	0.8917
No log	2.3714	166	0.8454	0.7006	0.8454	0.9194
No log	2.4	168	0.7307	0.7403	0.7307	0.8548
No log	2.4286	170	0.7485	0.7248	0.7485	0.8652
No log	2.4571	172	0.8351	0.6479	0.8351	0.9138
No log	2.4857	174	0.7584	0.6806	0.7584	0.8709
No log	2.5143	176	0.6931	0.7763	0.6931	0.8325
No log	2.5429	178	0.6965	0.7550	0.6965	0.8346
No log	2.5714	180	0.7128	0.7534	0.7128	0.8443
No log	2.6	182	0.7798	0.6377	0.7798	0.8831
No log	2.6286	184	0.8773	0.6087	0.8773	0.9367
No log	2.6571	186	0.8651	0.6029	0.8651	0.9301
No log	2.6857	188	0.8226	0.6765	0.8226	0.9070
No log	2.7143	190	0.9055	0.6119	0.9055	0.9516
No log	2.7429	192	1.0455	0.6087	1.0455	1.0225
No log	2.7714	194	1.0866	0.5735	1.0866	1.0424
No log	2.8	196	1.0360	0.5970	1.0360	1.0179
No log	2.8286	198	0.9111	0.6015	0.9111	0.9545
No log	2.8571	200	0.8336	0.6569	0.8336	0.9130
No log	2.8857	202	0.7713	0.6950	0.7713	0.8782
No log	2.9143	204	0.7378	0.7619	0.7378	0.8590
No log	2.9429	206	0.7569	0.7568	0.7569	0.8700
No log	2.9714	208	0.7613	0.76	0.7613	0.8726
No log	3.0	210	0.7167	0.7448	0.7167	0.8466
No log	3.0286	212	0.6793	0.7172	0.6793	0.8242
No log	3.0571	214	0.7466	0.6993	0.7466	0.8641
No log	3.0857	216	0.8247	0.6713	0.8247	0.9082
No log	3.1143	218	0.8236	0.6471	0.8236	0.9075
No log	3.1429	220	1.0425	0.5758	1.0425	1.0210
No log	3.1714	222	0.9667	0.6015	0.9667	0.9832
No log	3.2	224	0.7426	0.7143	0.7426	0.8617
No log	3.2286	226	0.8172	0.6522	0.8172	0.9040
No log	3.2571	228	0.9152	0.6338	0.9152	0.9567
No log	3.2857	230	0.8866	0.6525	0.8866	0.9416
No log	3.3143	232	0.9377	0.6389	0.9377	0.9683
No log	3.3429	234	0.9361	0.6525	0.9361	0.9675
No log	3.3714	236	0.9015	0.6986	0.9015	0.9495
No log	3.4	238	0.8957	0.6892	0.8957	0.9464
No log	3.4286	240	0.9264	0.6309	0.9264	0.9625
No log	3.4571	242	0.9003	0.64	0.9003	0.9489
No log	3.4857	244	0.7564	0.7308	0.7564	0.8697
No log	3.5143	246	0.7060	0.7632	0.7060	0.8402
No log	3.5429	248	0.7642	0.7237	0.7642	0.8742
No log	3.5714	250	0.8575	0.7123	0.8575	0.9260
No log	3.6	252	0.9424	0.6286	0.9424	0.9708
No log	3.6286	254	0.8824	0.6429	0.8824	0.9393
No log	3.6571	256	0.7618	0.7248	0.7618	0.8728
No log	3.6857	258	0.7291	0.7308	0.7291	0.8539
No log	3.7143	260	0.7089	0.7308	0.7089	0.8420
No log	3.7429	262	0.7915	0.7143	0.7915	0.8897
No log	3.7714	264	0.8322	0.6757	0.8322	0.9122
No log	3.8	266	0.8374	0.6980	0.8374	0.9151
No log	3.8286	268	0.7480	0.7417	0.7480	0.8649
No log	3.8571	270	0.6642	0.7922	0.6642	0.8150
No log	3.8857	272	0.6646	0.7742	0.6646	0.8152
No log	3.9143	274	0.7530	0.7152	0.7530	0.8677
No log	3.9429	276	0.8001	0.6933	0.8001	0.8945
No log	3.9714	278	0.7509	0.7310	0.7509	0.8666
No log	4.0	280	0.7166	0.7532	0.7166	0.8465
No log	4.0286	282	0.8663	0.6582	0.8663	0.9308
No log	4.0571	284	0.9491	0.6747	0.9491	0.9742
No log	4.0857	286	0.8110	0.6667	0.8110	0.9005
No log	4.1143	288	0.7034	0.7815	0.7034	0.8387
No log	4.1429	290	0.6952	0.7273	0.6952	0.8338
No log	4.1714	292	0.7660	0.7183	0.7660	0.8752
No log	4.2	294	0.8110	0.7050	0.8110	0.9006
No log	4.2286	296	0.8177	0.6957	0.8177	0.9043
No log	4.2571	298	0.7662	0.7234	0.7662	0.8753
No log	4.2857	300	0.7659	0.7234	0.7659	0.8751
No log	4.3143	302	0.7530	0.7338	0.7530	0.8678
No log	4.3429	304	0.7636	0.7234	0.7636	0.8738
No log	4.3714	306	0.7961	0.7	0.7961	0.8922
No log	4.4	308	0.7788	0.7183	0.7788	0.8825
No log	4.4286	310	0.7426	0.7413	0.7426	0.8617
No log	4.4571	312	0.7569	0.7376	0.7569	0.8700
No log	4.4857	314	0.7210	0.7286	0.7210	0.8491
No log	4.5143	316	0.7327	0.7286	0.7327	0.8560
No log	4.5429	318	0.8250	0.7042	0.8250	0.9083
No log	4.5714	320	0.9008	0.6429	0.9008	0.9491
No log	4.6	322	0.8469	0.6853	0.8469	0.9203
No log	4.6286	324	0.7513	0.7432	0.7513	0.8668
No log	4.6571	326	0.7450	0.7397	0.7450	0.8631
No log	4.6857	328	0.7919	0.6806	0.7919	0.8899
No log	4.7143	330	0.9508	0.5926	0.9508	0.9751
No log	4.7429	332	1.1685	0.5588	1.1685	1.0810
No log	4.7714	334	1.1553	0.5588	1.1553	1.0749
No log	4.8	336	0.9940	0.5630	0.9940	0.9970
No log	4.8286	338	0.8430	0.6812	0.8430	0.9181
No log	4.8571	340	0.8251	0.7376	0.8251	0.9083
No log	4.8857	342	0.8486	0.7286	0.8486	0.9212
No log	4.9143	344	0.8856	0.6861	0.8856	0.9410
No log	4.9429	346	0.9048	0.6617	0.9048	0.9512
No log	4.9714	348	0.8649	0.6617	0.8649	0.9300
No log	5.0	350	0.7705	0.7050	0.7705	0.8778
No log	5.0286	352	0.7507	0.7397	0.7507	0.8664
No log	5.0571	354	0.7538	0.6993	0.7538	0.8682
No log	5.0857	356	0.8173	0.6765	0.8173	0.9040
No log	5.1143	358	0.9114	0.6569	0.9114	0.9547
No log	5.1429	360	0.9388	0.6187	0.9388	0.9689
No log	5.1714	362	0.8896	0.6765	0.8896	0.9432
No log	5.2	364	0.8169	0.6857	0.8169	0.9038
No log	5.2286	366	0.7749	0.6619	0.7749	0.8803
No log	5.2571	368	0.7884	0.7092	0.7884	0.8879
No log	5.2857	370	0.8158	0.6667	0.8158	0.9032
No log	5.3143	372	0.8929	0.5865	0.8929	0.9449
No log	5.3429	374	1.0228	0.5985	1.0228	1.0114
No log	5.3714	376	1.0455	0.5455	1.0455	1.0225
No log	5.4	378	0.9819	0.5692	0.9819	0.9909
No log	5.4286	380	0.9212	0.6331	0.9212	0.9598
No log	5.4571	382	0.9470	0.6471	0.9470	0.9731
No log	5.4857	384	0.9258	0.6569	0.9258	0.9622
No log	5.5143	386	0.9241	0.5926	0.9241	0.9613
No log	5.5429	388	1.0077	0.5426	1.0077	1.0038
No log	5.5714	390	1.1052	0.5152	1.1052	1.0513
No log	5.6	392	1.0970	0.5414	1.0970	1.0474
No log	5.6286	394	0.9896	0.5606	0.9896	0.9948
No log	5.6571	396	0.9186	0.6061	0.9186	0.9584
No log	5.6857	398	0.9022	0.6047	0.9022	0.9498
No log	5.7143	400	0.9017	0.6260	0.9017	0.9496
No log	5.7429	402	0.8457	0.6107	0.8457	0.9196
No log	5.7714	404	0.8271	0.6277	0.8271	0.9095
No log	5.8	406	0.7996	0.6277	0.7996	0.8942
No log	5.8286	408	0.7797	0.6573	0.7797	0.8830
No log	5.8571	410	0.7900	0.7034	0.7900	0.8888
No log	5.8857	412	0.8004	0.6944	0.8004	0.8946
No log	5.9143	414	0.8176	0.6571	0.8176	0.9042
No log	5.9429	416	0.8459	0.6232	0.8459	0.9197
No log	5.9714	418	0.8156	0.6761	0.8156	0.9031
No log	6.0	420	0.7731	0.7083	0.7731	0.8792
No log	6.0286	422	0.7385	0.7568	0.7385	0.8594
No log	6.0571	424	0.7129	0.7483	0.7129	0.8443
No log	6.0857	426	0.7080	0.6980	0.7080	0.8415
No log	6.1143	428	0.7022	0.6980	0.7022	0.8379
No log	6.1429	430	0.7040	0.7297	0.7040	0.8391
No log	6.1714	432	0.7698	0.6897	0.7698	0.8774
No log	6.2	434	0.8524	0.6423	0.8524	0.9232
No log	6.2286	436	0.9121	0.6176	0.9121	0.9550
No log	6.2571	438	0.8671	0.6324	0.8671	0.9312
No log	6.2857	440	0.8261	0.6377	0.8261	0.9089
No log	6.3143	442	0.8500	0.6423	0.8500	0.9220
No log	6.3429	444	0.9012	0.6571	0.9012	0.9493
No log	6.3714	446	0.9824	0.6143	0.9824	0.9912
No log	6.4	448	0.9217	0.6528	0.9217	0.9600
No log	6.4286	450	0.8051	0.6573	0.8051	0.8973
No log	6.4571	452	0.8430	0.6667	0.8430	0.9181
No log	6.4857	454	0.9748	0.6528	0.9748	0.9873
No log	6.5143	456	1.0166	0.5857	1.0166	1.0082
No log	6.5429	458	1.0588	0.5942	1.0588	1.0290
No log	6.5714	460	0.9649	0.5899	0.9649	0.9823
No log	6.6	462	0.7795	0.6761	0.7795	0.8829
No log	6.6286	464	0.7326	0.7222	0.7326	0.8559
No log	6.6571	466	0.7520	0.7222	0.7520	0.8672
No log	6.6857	468	0.8121	0.6377	0.8121	0.9011
No log	6.7143	470	0.8960	0.6043	0.8960	0.9466
No log	6.7429	472	0.8856	0.6286	0.8856	0.9411
No log	6.7714	474	0.8426	0.6389	0.8426	0.9179
No log	6.8	476	0.8213	0.6667	0.8213	0.9063
No log	6.8286	478	0.8593	0.7133	0.8593	0.9270
No log	6.8571	480	0.9350	0.5954	0.9350	0.9670
No log	6.8857	482	1.0211	0.5385	1.0211	1.0105
No log	6.9143	484	1.0068	0.5496	1.0068	1.0034
No log	6.9429	486	0.9436	0.5891	0.9436	0.9714
No log	6.9714	488	0.8630	0.6667	0.8630	0.9290
No log	7.0	490	0.8137	0.6870	0.8137	0.9021
No log	7.0286	492	0.7864	0.7068	0.7864	0.8868
No log	7.0571	494	0.8011	0.6815	0.8011	0.8951
No log	7.0857	496	0.8613	0.6119	0.8613	0.9280
No log	7.1143	498	0.8891	0.5865	0.8891	0.9429
0.4221	7.1429	500	0.8818	0.5970	0.8818	0.9391
0.4221	7.1714	502	0.9190	0.5821	0.9190	0.9586
0.4221	7.2	504	0.9341	0.5821	0.9341	0.9665
0.4221	7.2286	506	0.9410	0.5538	0.9410	0.9701
0.4221	7.2571	508	0.9033	0.6131	0.9033	0.9504
0.4221	7.2857	510	0.8812	0.6377	0.8812	0.9387
0.4221	7.3143	512	0.9010	0.6364	0.9010	0.9492
0.4221	7.3429	514	0.8849	0.6466	0.8849	0.9407
0.4221	7.3714	516	0.8720	0.6466	0.8720	0.9338
0.4221	7.4	518	0.8515	0.6047	0.8515	0.9228
0.4221	7.4286	520	0.8433	0.6202	0.8433	0.9183
0.4221	7.4571	522	0.8054	0.7059	0.8054	0.8975
0.4221	7.4857	524	0.7523	0.7299	0.7523	0.8674
0.4221	7.5143	526	0.7362	0.7353	0.7362	0.8580
0.4221	7.5429	528	0.7455	0.6763	0.7455	0.8634
0.4221	7.5714	530	0.7149	0.7222	0.7149	0.8455
0.4221	7.6	532	0.6465	0.7755	0.6465	0.8041
0.4221	7.6286	534	0.6522	0.7429	0.6522	0.8076
0.4221	7.6571	536	0.6737	0.7571	0.6737	0.8208
0.4221	7.6857	538	0.6907	0.7482	0.6907	0.8311
0.4221	7.7143	540	0.6978	0.7482	0.6978	0.8353
0.4221	7.7429	542	0.6995	0.7353	0.6995	0.8363
0.4221	7.7714	544	0.7271	0.7482	0.7271	0.8527
0.4221	7.8	546	0.7651	0.7111	0.7651	0.8747
0.4221	7.8286	548	0.7614	0.7111	0.7614	0.8726
0.4221	7.8571	550	0.7324	0.7353	0.7324	0.8558
0.4221	7.8857	552	0.7295	0.7259	0.7295	0.8541
0.4221	7.9143	554	0.7344	0.7206	0.7344	0.8570
0.4221	7.9429	556	0.7569	0.6963	0.7569	0.8700
0.4221	7.9714	558	0.7324	0.7299	0.7324	0.8558
0.4221	8.0	560	0.7121	0.7391	0.7121	0.8439
0.4221	8.0286	562	0.7015	0.7338	0.7015	0.8376
0.4221	8.0571	564	0.7371	0.7259	0.7371	0.8585
0.4221	8.0857	566	0.7598	0.6912	0.7598	0.8716
0.4221	8.1143	568	0.7368	0.6993	0.7368	0.8583
0.4221	8.1429	570	0.7105	0.7552	0.7105	0.8429
0.4221	8.1714	572	0.7253	0.7286	0.7253	0.8516
0.4221	8.2	574	0.7617	0.7194	0.7617	0.8727
0.4221	8.2286	576	0.7790	0.7059	0.7790	0.8826
0.4221	8.2571	578	0.7873	0.7059	0.7873	0.8873
0.4221	8.2857	580	0.7699	0.7059	0.7699	0.8775
0.4221	8.3143	582	0.7739	0.6815	0.7739	0.8797
0.4221	8.3429	584	0.7645	0.6815	0.7645	0.8744
0.4221	8.3714	586	0.7053	0.7286	0.7053	0.8398
0.4221	8.4	588	0.6669	0.7338	0.6669	0.8167
0.4221	8.4286	590	0.7159	0.6901	0.7159	0.8461
0.4221	8.4571	592	0.8206	0.6714	0.8206	0.9059
0.4221	8.4857	594	0.8698	0.6763	0.8698	0.9326
0.4221	8.5143	596	0.8093	0.6714	0.8093	0.8996
0.4221	8.5429	598	0.7027	0.7183	0.7027	0.8383
0.4221	8.5714	600	0.6819	0.7133	0.6819	0.8258
0.4221	8.6	602	0.6914	0.7324	0.6914	0.8315
0.4221	8.6286	604	0.7104	0.7133	0.7104	0.8428
0.4221	8.6571	606	0.7302	0.7361	0.7302	0.8545
0.4221	8.6857	608	0.7357	0.6853	0.7357	0.8577
0.4221	8.7143	610	0.7782	0.6667	0.7782	0.8822
0.4221	8.7429	612	0.7465	0.6714	0.7465	0.8640
0.4221	8.7714	614	0.6939	0.7338	0.6939	0.8330
0.4221	8.8	616	0.7113	0.7286	0.7113	0.8434
0.4221	8.8286	618	0.7379	0.6957	0.7379	0.8590
0.4221	8.8571	620	0.7324	0.7007	0.7324	0.8558
0.4221	8.8857	622	0.7154	0.7007	0.7154	0.8458
0.4221	8.9143	624	0.6947	0.7286	0.6947	0.8335
0.4221	8.9429	626	0.6798	0.75	0.6798	0.8245
0.4221	8.9714	628	0.6596	0.75	0.6596	0.8121
0.4221	9.0	630	0.6579	0.7518	0.6579	0.8111
0.4221	9.0286	632	0.6788	0.7391	0.6788	0.8239
0.4221	9.0571	634	0.7471	0.6714	0.7471	0.8644
0.4221	9.0857	636	0.7454	0.6667	0.7454	0.8633
0.4221	9.1143	638	0.6763	0.72	0.6763	0.8224
0.4221	9.1429	640	0.6192	0.7848	0.6192	0.7869
0.4221	9.1714	642	0.6297	0.7702	0.6297	0.7935
0.4221	9.2	644	0.6331	0.7625	0.6331	0.7957
0.4221	9.2286	646	0.6323	0.7742	0.6323	0.7952
0.4221	9.2571	648	0.6733	0.7436	0.6733	0.8205
0.4221	9.2857	650	0.7436	0.6667	0.7436	0.8623
0.4221	9.3143	652	0.7443	0.6667	0.7443	0.8627
0.4221	9.3429	654	0.6986	0.7324	0.6986	0.8358
0.4221	9.3714	656	0.6826	0.76	0.6826	0.8262
0.4221	9.4	658	0.6891	0.7742	0.6891	0.8301
0.4221	9.4286	660	0.7077	0.7848	0.7077	0.8412
0.4221	9.4571	662	0.7058	0.7712	0.7058	0.8401
0.4221	9.4857	664	0.7478	0.7248	0.7478	0.8647
0.4221	9.5143	666	0.8966	0.6377	0.8966	0.9469
0.4221	9.5429	668	1.0014	0.5401	1.0014	1.0007
0.4221	9.5714	670	1.0035	0.5672	1.0035	1.0017
0.4221	9.6	672	0.9595	0.5714	0.9595	0.9795
0.4221	9.6286	674	0.8848	0.6357	0.8848	0.9406
0.4221	9.6571	676	0.8664	0.6963	0.8664	0.9308
0.4221	9.6857	678	0.9040	0.6615	0.9040	0.9508
0.4221	9.7143	680	0.9467	0.5984	0.9467	0.9730
0.4221	9.7429	682	0.9613	0.5366	0.9613	0.9804
0.4221	9.7714	684	0.9333	0.6190	0.9333	0.9661
0.4221	9.8	686	0.9107	0.6190	0.9107	0.9543
0.4221	9.8286	688	0.8591	0.6718	0.8591	0.9269
0.4221	9.8571	690	0.8276	0.7015	0.8276	0.9097
0.4221	9.8857	692	0.8168	0.7153	0.8168	0.9038
0.4221	9.9143	694	0.8429	0.6565	0.8429	0.9181
0.4221	9.9429	696	0.9041	0.5469	0.9041	0.9509
0.4221	9.9714	698	0.9158	0.5312	0.9158	0.9570
0.4221	10.0	700	0.8992	0.5968	0.8992	0.9483
0.4221	10.0286	702	0.8790	0.6769	0.8790	0.9375
0.4221	10.0571	704	0.8941	0.6567	0.8941	0.9456
0.4221	10.0857	706	0.8891	0.6165	0.8891	0.9429
0.4221	10.1143	708	0.8446	0.6324	0.8446	0.9190
0.4221	10.1429	710	0.7913	0.7007	0.7913	0.8895
0.4221	10.1714	712	0.7450	0.7246	0.7450	0.8631
0.4221	10.2	714	0.7713	0.6715	0.7713	0.8782
0.4221	10.2286	716	0.7990	0.6331	0.7990	0.8938
0.4221	10.2571	718	0.8352	0.6286	0.8352	0.9139
0.4221	10.2857	720	0.8478	0.6331	0.8478	0.9207
0.4221	10.3143	722	0.8497	0.6667	0.8497	0.9218
0.4221	10.3429	724	0.8230	0.6763	0.8230	0.9072
0.4221	10.3714	726	0.8337	0.6522	0.8337	0.9131
0.4221	10.4	728	0.8106	0.6522	0.8106	0.9003
0.4221	10.4286	730	0.7983	0.6522	0.7983	0.8935
0.4221	10.4571	732	0.8036	0.6809	0.8036	0.8965
0.4221	10.4857	734	0.8540	0.6567	0.8540	0.9241
0.4221	10.5143	736	0.9030	0.6260	0.9030	0.9503
0.4221	10.5429	738	0.9254	0.6260	0.9254	0.9620
0.4221	10.5714	740	0.9095	0.6154	0.9095	0.9537
0.4221	10.6	742	0.8874	0.6212	0.8874	0.9420
0.4221	10.6286	744	0.8361	0.6617	0.8361	0.9144
0.4221	10.6571	746	0.8129	0.6906	0.8129	0.9016
0.4221	10.6857	748	0.8472	0.6906	0.8472	0.9204
0.4221	10.7143	750	0.8782	0.6812	0.8782	0.9371
0.4221	10.7429	752	0.8681	0.6812	0.8681	0.9317
0.4221	10.7714	754	0.8435	0.7101	0.8435	0.9184
0.4221	10.8	756	0.8265	0.7234	0.8265	0.9091
0.4221	10.8286	758	0.8406	0.6950	0.8406	0.9168
0.4221	10.8571	760	0.8793	0.6232	0.8793	0.9377
0.4221	10.8857	762	0.9283	0.5778	0.9283	0.9635
0.4221	10.9143	764	0.9314	0.5735	0.9314	0.9651
0.4221	10.9429	766	0.9289	0.5970	0.9289	0.9638
0.4221	10.9714	768	0.9257	0.5970	0.9257	0.9621
0.4221	11.0	770	0.8831	0.6519	0.8831	0.9397
0.4221	11.0286	772	0.8252	0.7153	0.8252	0.9084
0.4221	11.0571	774	0.8282	0.6912	0.8282	0.9100
0.4221	11.0857	776	0.8433	0.6667	0.8433	0.9183
0.4221	11.1143	778	0.8573	0.6565	0.8573	0.9259
0.4221	11.1429	780	0.8386	0.6767	0.8386	0.9157
0.4221	11.1714	782	0.7964	0.7234	0.7964	0.8924
0.4221	11.2	784	0.7715	0.7234	0.7715	0.8784
0.4221	11.2286	786	0.7797	0.7383	0.7797	0.8830
0.4221	11.2571	788	0.7681	0.7383	0.7681	0.8764
0.4221	11.2857	790	0.7464	0.7234	0.7464	0.8639
0.4221	11.3143	792	0.7366	0.7234	0.7366	0.8583
0.4221	11.3429	794	0.7862	0.6015	0.7862	0.8867
0.4221	11.3714	796	0.7954	0.6269	0.7954	0.8919
0.4221	11.4	798	0.7717	0.6212	0.7717	0.8784
0.4221	11.4286	800	0.7677	0.6815	0.7677	0.8762
0.4221	11.4571	802	0.8077	0.6715	0.8077	0.8987
0.4221	11.4857	804	0.8473	0.6165	0.8473	0.9205
0.4221	11.5143	806	0.8277	0.6519	0.8277	0.9098
0.4221	11.5429	808	0.7855	0.7153	0.7855	0.8863
0.4221	11.5714	810	0.7548	0.6812	0.7548	0.8688
0.4221	11.6	812	0.7520	0.6853	0.7520	0.8672
0.4221	11.6286	814	0.7779	0.6479	0.7779	0.8820
0.4221	11.6571	816	0.7842	0.6479	0.7842	0.8855
0.4221	11.6857	818	0.7503	0.6950	0.7503	0.8662
0.4221	11.7143	820	0.7475	0.7042	0.7475	0.8646
0.4221	11.7429	822	0.7877	0.6338	0.7877	0.8875
0.4221	11.7714	824	0.8201	0.6338	0.8201	0.9056
0.4221	11.8	826	0.7938	0.6525	0.7938	0.8910
0.4221	11.8286	828	0.7429	0.6761	0.7429	0.8619
0.4221	11.8571	830	0.7031	0.7234	0.7031	0.8385
0.4221	11.8857	832	0.6832	0.7534	0.6832	0.8266
0.4221	11.9143	834	0.6598	0.76	0.6598	0.8123
0.4221	11.9429	836	0.6798	0.7632	0.6798	0.8245
0.4221	11.9714	838	0.6778	0.7550	0.6778	0.8233
0.4221	12.0	840	0.6753	0.7534	0.6753	0.8218
0.4221	12.0286	842	0.7545	0.6812	0.7545	0.8686
0.4221	12.0571	844	0.8658	0.6176	0.8658	0.9305
0.4221	12.0857	846	0.8909	0.6176	0.8909	0.9439
0.4221	12.1143	848	0.8506	0.6423	0.8506	0.9223
0.4221	12.1429	850	0.8083	0.6418	0.8083	0.8991
0.4221	12.1714	852	0.7951	0.6418	0.7951	0.8917
0.4221	12.2	854	0.7734	0.7059	0.7734	0.8794
0.4221	12.2286	856	0.7782	0.7059	0.7782	0.8821
0.4221	12.2571	858	0.8002	0.6466	0.8002	0.8945
0.4221	12.2857	860	0.8552	0.6277	0.8552	0.9248
0.4221	12.3143	862	0.8711	0.6277	0.8711	0.9333
0.4221	12.3429	864	0.8356	0.6377	0.8356	0.9141
0.4221	12.3714	866	0.8361	0.6714	0.8361	0.9144
0.4221	12.4	868	0.8272	0.6479	0.8272	0.9095
0.4221	12.4286	870	0.8384	0.6479	0.8384	0.9157
0.4221	12.4571	872	0.8319	0.6573	0.8319	0.9121
0.4221	12.4857	874	0.7889	0.6619	0.7889	0.8882
0.4221	12.5143	876	0.7832	0.6861	0.7832	0.8850
0.4221	12.5429	878	0.8193	0.6716	0.8193	0.9051
0.4221	12.5714	880	0.8450	0.6615	0.8450	0.9193
0.4221	12.6	882	0.8270	0.6822	0.8270	0.9094
0.4221	12.6286	884	0.8075	0.6822	0.8075	0.8986
0.4221	12.6571	886	0.7619	0.7194	0.7619	0.8729
0.4221	12.6857	888	0.7298	0.7	0.7298	0.8543
0.4221	12.7143	890	0.7492	0.6759	0.7492	0.8656
0.4221	12.7429	892	0.7556	0.6849	0.7556	0.8693
0.4221	12.7714	894	0.7734	0.6849	0.7734	0.8794
0.4221	12.8	896	0.7525	0.7133	0.7525	0.8675
0.4221	12.8286	898	0.7779	0.7092	0.7779	0.8820
0.4221	12.8571	900	0.8176	0.6667	0.8176	0.9042
0.4221	12.8857	902	0.8420	0.6667	0.8420	0.9176
0.4221	12.9143	904	0.8595	0.6567	0.8595	0.9271
0.4221	12.9429	906	0.9006	0.6316	0.9006	0.9490
0.4221	12.9714	908	0.9567	0.5714	0.9567	0.9781
0.4221	13.0	910	0.9663	0.5821	0.9663	0.9830
0.4221	13.0286	912	0.8870	0.6370	0.8870	0.9418
0.4221	13.0571	914	0.7862	0.6567	0.7862	0.8867
0.4221	13.0857	916	0.7533	0.6763	0.7533	0.8679
0.4221	13.1143	918	0.7612	0.6713	0.7612	0.8725
0.4221	13.1429	920	0.8168	0.6621	0.8168	0.9038
0.4221	13.1714	922	0.8717	0.6338	0.8717	0.9336
0.4221	13.2	924	0.8849	0.6087	0.8849	0.9407
0.4221	13.2286	926	0.8472	0.6377	0.8472	0.9204
0.4221	13.2571	928	0.8484	0.6423	0.8484	0.9211
0.4221	13.2857	930	0.8825	0.5970	0.8825	0.9394
0.4221	13.3143	932	0.9174	0.5758	0.9174	0.9578
0.4221	13.3429	934	0.9092	0.5846	0.9092	0.9535
0.4221	13.3714	936	0.8819	0.6142	0.8819	0.9391
0.4221	13.4	938	0.8681	0.6512	0.8681	0.9317
0.4221	13.4286	940	0.8908	0.6349	0.8908	0.9438
0.4221	13.4571	942	0.9640	0.56	0.9640	0.9818
0.4221	13.4857	944	0.9845	0.512	0.9845	0.9922
0.4221	13.5143	946	1.0057	0.5581	1.0057	1.0028
0.4221	13.5429	948	1.0185	0.5385	1.0185	1.0092
0.4221	13.5714	950	1.0017	0.5385	1.0017	1.0009

Framework versions

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