Arabic_FineTuningAraBERT_AugV0_k10_task1_organization_fold0

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: 0.8884
• Qwk: 0.6376
• Mse: 0.8884
• Rmse: 0.9425

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0294	2	4.9196	-0.0516	4.9196	2.2180
No log	0.0588	4	2.5913	0.1466	2.5913	1.6098
No log	0.0882	6	1.5929	0.1582	1.5929	1.2621
No log	0.1176	8	1.6441	0.0419	1.6441	1.2822
No log	0.1471	10	1.8258	-0.1768	1.8258	1.3512
No log	0.1765	12	1.7517	0.0801	1.7517	1.3235
No log	0.2059	14	1.6349	0.0801	1.6349	1.2786
No log	0.2353	16	1.5185	0.0801	1.5185	1.2323
No log	0.2647	18	1.4089	0.2397	1.4089	1.1870
No log	0.2941	20	1.3686	0.2668	1.3686	1.1699
No log	0.3235	22	1.3284	0.2668	1.3284	1.1526
No log	0.3529	24	1.3417	0.1873	1.3417	1.1583
No log	0.3824	26	1.3292	0.1642	1.3292	1.1529
No log	0.4118	28	1.2572	0.2184	1.2572	1.1212
No log	0.4412	30	1.2490	0.1913	1.2490	1.1176
No log	0.4706	32	1.3764	0.1873	1.3764	1.1732
No log	0.5	34	1.5085	0.0801	1.5085	1.2282
No log	0.5294	36	1.3399	0.2278	1.3399	1.1575
No log	0.5588	38	1.1982	0.2793	1.1982	1.0946
No log	0.5882	40	1.1712	0.1913	1.1712	1.0822
No log	0.6176	42	1.1698	0.2793	1.1698	1.0816
No log	0.6471	44	1.3331	0.2793	1.3331	1.1546
No log	0.6765	46	1.2759	0.3050	1.2759	1.1296
No log	0.7059	48	1.2497	0.3050	1.2497	1.1179
No log	0.7353	50	1.3121	0.3033	1.3121	1.1455
No log	0.7647	52	1.2229	0.4068	1.2229	1.1058
No log	0.7941	54	1.3209	0.4299	1.3209	1.1493
No log	0.8235	56	1.2873	0.3274	1.2873	1.1346
No log	0.8529	58	1.3619	0.2759	1.3619	1.1670
No log	0.8824	60	1.3019	0.2759	1.3019	1.1410
No log	0.9118	62	1.1629	0.3274	1.1629	1.0784
No log	0.9412	64	1.0987	0.3546	1.0987	1.0482
No log	0.9706	66	1.1455	0.3531	1.1455	1.0703
No log	1.0	68	1.2078	0.3531	1.2078	1.0990
No log	1.0294	70	1.1777	0.5237	1.1777	1.0852
No log	1.0588	72	1.1591	0.4129	1.1591	1.0766
No log	1.0882	74	1.1148	0.4385	1.1148	1.0558
No log	1.1176	76	1.2332	0.4371	1.2332	1.1105
No log	1.1471	78	1.2265	0.4349	1.2265	1.1075
No log	1.1765	80	1.1119	0.3337	1.1119	1.0545
No log	1.2059	82	1.0370	0.3337	1.0370	1.0183
No log	1.2353	84	1.0045	0.4350	1.0045	1.0022
No log	1.2647	86	1.0477	0.4108	1.0477	1.0236
No log	1.2941	88	1.0494	0.5474	1.0494	1.0244
No log	1.3235	90	1.1532	0.4389	1.1532	1.0739
No log	1.3529	92	1.0581	0.5573	1.0581	1.0286
No log	1.3824	94	0.8264	0.6127	0.8264	0.9090
No log	1.4118	96	0.8233	0.6776	0.8233	0.9074
No log	1.4412	98	0.8269	0.6280	0.8269	0.9094
No log	1.4706	100	1.0639	0.5376	1.0639	1.0315
No log	1.5	102	1.1237	0.4793	1.1237	1.0600
No log	1.5294	104	0.9384	0.5213	0.9384	0.9687
No log	1.5588	106	0.8935	0.5010	0.8935	0.9452
No log	1.5882	108	0.8840	0.5015	0.8840	0.9402
No log	1.6176	110	1.0367	0.4369	1.0367	1.0182
No log	1.6471	112	1.1693	0.4790	1.1693	1.0813
No log	1.6765	114	1.2181	0.4790	1.2181	1.1037
No log	1.7059	116	1.1337	0.4793	1.1337	1.0648
No log	1.7353	118	1.0480	0.5573	1.0480	1.0237
No log	1.7647	120	1.3087	0.4793	1.3087	1.1440
No log	1.7941	122	1.3962	0.4799	1.3962	1.1816
No log	1.8235	124	1.2921	0.4425	1.2921	1.1367
No log	1.8529	126	0.8870	0.5608	0.8870	0.9418
No log	1.8824	128	0.8163	0.5858	0.8163	0.9035
No log	1.9118	130	0.9046	0.5638	0.9046	0.9511
No log	1.9412	132	1.1605	0.4793	1.1605	1.0772
No log	1.9706	134	1.1402	0.4991	1.1402	1.0678
No log	2.0	136	1.0131	0.4595	1.0131	1.0065
No log	2.0294	138	0.8888	0.5449	0.8888	0.9427
No log	2.0588	140	0.9142	0.4793	0.9142	0.9562
No log	2.0882	142	0.9942	0.4583	0.9942	0.9971
No log	2.1176	144	1.1281	0.4991	1.1281	1.0621
No log	2.1471	146	1.0640	0.4991	1.0640	1.0315
No log	2.1765	148	0.8934	0.5804	0.8934	0.9452
No log	2.2059	150	0.8477	0.5804	0.8477	0.9207
No log	2.2353	152	0.7792	0.5617	0.7792	0.8827
No log	2.2647	154	0.7971	0.5804	0.7971	0.8928
No log	2.2941	156	0.9505	0.5769	0.9505	0.9749
No log	2.3235	158	1.1137	0.4991	1.1137	1.0553
No log	2.3529	160	0.9591	0.5769	0.9591	0.9794
No log	2.3824	162	0.8057	0.5638	0.8057	0.8976
No log	2.4118	164	0.8027	0.6211	0.8027	0.8959
No log	2.4412	166	0.8338	0.6349	0.8338	0.9131
No log	2.4706	168	0.9584	0.5769	0.9584	0.9790
No log	2.5	170	1.0534	0.5769	1.0534	1.0263
No log	2.5294	172	0.9675	0.5769	0.9675	0.9836
No log	2.5588	174	0.8507	0.5769	0.8507	0.9223
No log	2.5882	176	0.8551	0.5769	0.8551	0.9247
No log	2.6176	178	0.8703	0.5769	0.8703	0.9329
No log	2.6471	180	0.9570	0.5573	0.9570	0.9783
No log	2.6765	182	1.0152	0.5177	1.0152	1.0076
No log	2.7059	184	0.9141	0.5769	0.9141	0.9561
No log	2.7353	186	0.7481	0.6610	0.7481	0.8649
No log	2.7647	188	0.7352	0.6610	0.7352	0.8574
No log	2.7941	190	0.8603	0.5926	0.8603	0.9275
No log	2.8235	192	0.9174	0.5366	0.9174	0.9578
No log	2.8529	194	0.8346	0.5926	0.8346	0.9136
No log	2.8824	196	0.8712	0.5926	0.8712	0.9334
No log	2.9118	198	1.0263	0.5177	1.0263	1.0131
No log	2.9412	200	0.9282	0.5926	0.9282	0.9635
No log	2.9706	202	0.7969	0.5926	0.7969	0.8927
No log	3.0	204	0.6575	0.7607	0.6575	0.8109
No log	3.0294	206	0.6670	0.7129	0.6670	0.8167
No log	3.0588	208	0.7129	0.7009	0.7129	0.8443
No log	3.0882	210	0.8940	0.6376	0.8940	0.9455
No log	3.1176	212	1.1382	0.4979	1.1382	1.0669
No log	3.1471	214	1.1257	0.4234	1.1257	1.0610
No log	3.1765	216	0.9458	0.5376	0.9458	0.9725
No log	3.2059	218	0.8105	0.6257	0.8105	0.9003
No log	3.2353	220	0.7347	0.6395	0.7347	0.8571
No log	3.2647	222	0.7347	0.7068	0.7347	0.8571
No log	3.2941	224	0.7663	0.6469	0.7663	0.8754
No log	3.3235	226	0.9113	0.6349	0.9113	0.9546
No log	3.3529	228	1.0072	0.5177	1.0072	1.0036
No log	3.3824	230	0.9422	0.5769	0.9422	0.9707
No log	3.4118	232	0.8753	0.5804	0.8753	0.9356
No log	3.4412	234	0.9097	0.5366	0.9097	0.9538
No log	3.4706	236	0.9581	0.5366	0.9581	0.9788
No log	3.5	238	0.9478	0.5177	0.9478	0.9736
No log	3.5294	240	0.8961	0.5366	0.8961	0.9466
No log	3.5588	242	0.9542	0.5177	0.9542	0.9769
No log	3.5882	244	0.9260	0.5366	0.9260	0.9623
No log	3.6176	246	0.7748	0.6786	0.7748	0.8802
No log	3.6471	248	0.7448	0.6855	0.7448	0.8630
No log	3.6765	250	0.8582	0.6786	0.8582	0.9264
No log	3.7059	252	1.0471	0.5157	1.0471	1.0233
No log	3.7353	254	0.9868	0.6065	0.9868	0.9934
No log	3.7647	256	0.8248	0.6786	0.8248	0.9082
No log	3.7941	258	0.8681	0.6786	0.8681	0.9317
No log	3.8235	260	1.0429	0.5679	1.0429	1.0212
No log	3.8529	262	0.9786	0.5855	0.9786	0.9893
No log	3.8824	264	0.8703	0.6786	0.8703	0.9329
No log	3.9118	266	0.9604	0.6282	0.9604	0.9800
No log	3.9412	268	1.1414	0.6353	1.1414	1.0684
No log	3.9706	270	1.2096	0.5739	1.2096	1.0998
No log	4.0	272	1.1025	0.6282	1.1025	1.0500
No log	4.0294	274	0.8727	0.6247	0.8727	0.9342
No log	4.0588	276	0.7828	0.6161	0.7828	0.8847
No log	4.0882	278	0.8487	0.6247	0.8487	0.9213
No log	4.1176	280	0.9242	0.6247	0.9242	0.9614
No log	4.1471	282	0.8981	0.6247	0.8981	0.9477
No log	4.1765	284	0.8200	0.6786	0.8200	0.9055
No log	4.2059	286	0.7656	0.6610	0.7656	0.8750
No log	4.2353	288	0.7231	0.6211	0.7231	0.8503
No log	4.2647	290	0.7520	0.6211	0.7520	0.8672
No log	4.2941	292	0.8984	0.6065	0.8984	0.9478
No log	4.3235	294	0.9897	0.5341	0.9897	0.9948
No log	4.3529	296	0.9120	0.6604	0.9120	0.9550
No log	4.3824	298	0.7896	0.6604	0.7896	0.8886
No log	4.4118	300	0.7376	0.6610	0.7376	0.8588
No log	4.4412	302	0.8374	0.6604	0.8374	0.9151
No log	4.4706	304	1.0749	0.5157	1.0749	1.0368
No log	4.5	306	1.0891	0.4979	1.0891	1.0436
No log	4.5294	308	0.9429	0.6604	0.9429	0.9710
No log	4.5588	310	0.7149	0.6610	0.7149	0.8455
No log	4.5882	312	0.6435	0.7508	0.6435	0.8022
No log	4.6176	314	0.6732	0.7230	0.6732	0.8205
No log	4.6471	316	0.8335	0.6604	0.8335	0.9130
No log	4.6765	318	0.9173	0.6604	0.9173	0.9578
No log	4.7059	320	0.8524	0.6604	0.8524	0.9232
No log	4.7353	322	0.8112	0.6604	0.8112	0.9007
No log	4.7647	324	0.8167	0.6604	0.8167	0.9037
No log	4.7941	326	0.8965	0.6604	0.8965	0.9468
No log	4.8235	328	0.9412	0.6604	0.9412	0.9702
No log	4.8529	330	0.9831	0.5679	0.9831	0.9915
No log	4.8824	332	1.0828	0.5157	1.0828	1.0406
No log	4.9118	334	0.9809	0.5679	0.9809	0.9904
No log	4.9412	336	0.7987	0.6786	0.7987	0.8937
No log	4.9706	338	0.6631	0.7508	0.6631	0.8143
No log	5.0	340	0.6469	0.6576	0.6469	0.8043
No log	5.0294	342	0.6626	0.7037	0.6626	0.8140
No log	5.0588	344	0.6508	0.6830	0.6508	0.8067
No log	5.0882	346	0.6771	0.7129	0.6771	0.8228
No log	5.1176	348	0.8578	0.6065	0.8578	0.9262
No log	5.1471	350	1.1668	0.5157	1.1668	1.0802
No log	5.1765	352	1.3024	0.4802	1.3024	1.1412
No log	5.2059	354	1.2360	0.4802	1.2360	1.1117
No log	5.2353	356	1.0419	0.5157	1.0419	1.0207
No log	5.2647	358	0.8032	0.6247	0.8032	0.8962
No log	5.2941	360	0.7069	0.7230	0.7069	0.8408
No log	5.3235	362	0.7057	0.7230	0.7057	0.8400
No log	5.3529	364	0.7825	0.6247	0.7825	0.8846
No log	5.3824	366	0.9163	0.6065	0.9163	0.9572
No log	5.4118	368	0.9356	0.6065	0.9356	0.9673
No log	5.4412	370	0.8717	0.6065	0.8717	0.9337
No log	5.4706	372	0.8081	0.6247	0.8081	0.8989
No log	5.5	374	0.8009	0.6247	0.8009	0.8949
No log	5.5294	376	0.7595	0.7324	0.7595	0.8715
No log	5.5588	378	0.7793	0.6786	0.7793	0.8828
No log	5.5882	380	0.8800	0.6247	0.8800	0.9381
No log	5.6176	382	1.0017	0.5679	1.0017	1.0008
No log	5.6471	384	1.0632	0.5502	1.0632	1.0311
No log	5.6765	386	0.9650	0.5679	0.9650	0.9823
No log	5.7059	388	0.8832	0.5855	0.8832	0.9398
No log	5.7353	390	0.7900	0.6786	0.7900	0.8888
No log	5.7647	392	0.8234	0.6786	0.8234	0.9074
No log	5.7941	394	0.9248	0.5679	0.9248	0.9616
No log	5.8235	396	0.9469	0.5679	0.9469	0.9731
No log	5.8529	398	0.9948	0.5679	0.9948	0.9974
No log	5.8824	400	1.0149	0.5679	1.0149	1.0074
No log	5.9118	402	0.9432	0.5679	0.9432	0.9712
No log	5.9412	404	0.9238	0.5679	0.9238	0.9611
No log	5.9706	406	0.8636	0.6786	0.8636	0.9293
No log	6.0	408	0.8536	0.6786	0.8536	0.9239
No log	6.0294	410	0.8851	0.6552	0.8851	0.9408
No log	6.0588	412	0.8630	0.7071	0.8630	0.9290
No log	6.0882	414	0.9028	0.5994	0.9028	0.9501
No log	6.1176	416	0.8504	0.7071	0.8504	0.9221
No log	6.1471	418	0.8018	0.6902	0.8018	0.8954
No log	6.1765	420	0.7898	0.6902	0.7898	0.8887
No log	6.2059	422	0.7959	0.6902	0.7959	0.8921
No log	6.2353	424	0.7987	0.6902	0.7987	0.8937
No log	6.2647	426	0.8650	0.6667	0.8650	0.9300
No log	6.2941	428	0.9354	0.6557	0.9354	0.9672
No log	6.3235	430	1.0022	0.6611	1.0022	1.0011
No log	6.3529	432	0.9325	0.6611	0.9325	0.9657
No log	6.3824	434	0.8578	0.7029	0.8578	0.9262
No log	6.4118	436	0.8076	0.7745	0.8076	0.8987
No log	6.4412	438	0.8195	0.7745	0.8195	0.9052
No log	6.4706	440	0.8788	0.7419	0.8788	0.9374
No log	6.5	442	0.9322	0.6353	0.9322	0.9655
No log	6.5294	444	0.9663	0.6353	0.9663	0.9830
No log	6.5588	446	0.9729	0.6353	0.9729	0.9864
No log	6.5882	448	1.0026	0.6198	1.0026	1.0013
No log	6.6176	450	1.0115	0.6117	1.0115	1.0057
No log	6.6471	452	1.0328	0.6117	1.0328	1.0162
No log	6.6765	454	1.0123	0.5679	1.0123	1.0061
No log	6.7059	456	0.9753	0.5679	0.9753	0.9876
No log	6.7353	458	0.9880	0.5679	0.9880	0.9940
No log	6.7647	460	0.9132	0.6247	0.9132	0.9556
No log	6.7941	462	0.7990	0.6786	0.7990	0.8939
No log	6.8235	464	0.7510	0.7148	0.7510	0.8666
No log	6.8529	466	0.7627	0.7148	0.7627	0.8733
No log	6.8824	468	0.8384	0.6247	0.8384	0.9157
No log	6.9118	470	0.9305	0.5855	0.9305	0.9646
No log	6.9412	472	1.0127	0.5679	1.0127	1.0063
No log	6.9706	474	0.9736	0.6164	0.9736	0.9867
No log	7.0	476	0.9201	0.6164	0.9201	0.9592
No log	7.0294	478	0.9220	0.6164	0.9220	0.9602
No log	7.0588	480	0.9085	0.6164	0.9085	0.9531
No log	7.0882	482	0.8648	0.6552	0.8648	0.9300
No log	7.1176	484	0.8031	0.6902	0.8031	0.8961
No log	7.1471	486	0.8135	0.6902	0.8135	0.9020
No log	7.1765	488	0.8803	0.6552	0.8803	0.9383
No log	7.2059	490	1.0078	0.5679	1.0078	1.0039
No log	7.2353	492	1.0698	0.5679	1.0698	1.0343
No log	7.2647	494	1.0209	0.5679	1.0209	1.0104
No log	7.2941	496	0.8955	0.6552	0.8955	0.9463
No log	7.3235	498	0.7798	0.7590	0.7798	0.8831
0.3012	7.3529	500	0.7540	0.7420	0.7540	0.8683
0.3012	7.3824	502	0.7959	0.7590	0.7959	0.8921
0.3012	7.4118	504	0.8658	0.6552	0.8658	0.9305
0.3012	7.4412	506	0.8942	0.6552	0.8942	0.9456
0.3012	7.4706	508	0.9089	0.6552	0.9089	0.9534
0.3012	7.5	510	0.9098	0.6376	0.9098	0.9538
0.3012	7.5294	512	0.9223	0.6376	0.9223	0.9604
0.3012	7.5588	514	0.8987	0.6376	0.8987	0.9480
0.3012	7.5882	516	0.8511	0.6552	0.8511	0.9226
0.3012	7.6176	518	0.7843	0.7071	0.7843	0.8856
0.3012	7.6471	520	0.7477	0.7071	0.7477	0.8647
0.3012	7.6765	522	0.7489	0.7071	0.7489	0.8654
0.3012	7.7059	524	0.7800	0.7071	0.7800	0.8832
0.3012	7.7353	526	0.8329	0.7071	0.8329	0.9127
0.3012	7.7647	528	0.9100	0.6164	0.9100	0.9540
0.3012	7.7941	530	0.9278	0.6164	0.9278	0.9632
0.3012	7.8235	532	0.9296	0.6164	0.9296	0.9641
0.3012	7.8529	534	0.8789	0.6164	0.8789	0.9375
0.3012	7.8824	536	0.8096	0.6902	0.8096	0.8998
0.3012	7.9118	538	0.7646	0.7420	0.7646	0.8744
0.3012	7.9412	540	0.7304	0.7420	0.7304	0.8546
0.3012	7.9706	542	0.7267	0.7420	0.7267	0.8525
0.3012	8.0	544	0.7453	0.7420	0.7453	0.8633
0.3012	8.0294	546	0.7646	0.6902	0.7646	0.8744
0.3012	8.0588	548	0.7684	0.6902	0.7684	0.8766
0.3012	8.0882	550	0.7856	0.6902	0.7856	0.8863
0.3012	8.1176	552	0.8225	0.6902	0.8225	0.9069
0.3012	8.1471	554	0.8490	0.6382	0.8490	0.9214
0.3012	8.1765	556	0.8536	0.6552	0.8536	0.9239
0.3012	8.2059	558	0.8578	0.6552	0.8578	0.9262
0.3012	8.2353	560	0.8549	0.6552	0.8549	0.9246
0.3012	8.2647	562	0.8748	0.6552	0.8748	0.9353
0.3012	8.2941	564	0.8728	0.6552	0.8728	0.9343
0.3012	8.3235	566	0.8794	0.6552	0.8794	0.9377
0.3012	8.3529	568	0.9009	0.6164	0.9009	0.9491
0.3012	8.3824	570	0.9058	0.6164	0.9058	0.9518
0.3012	8.4118	572	0.9183	0.5994	0.9183	0.9583
0.3012	8.4412	574	0.9109	0.6164	0.9109	0.9544
0.3012	8.4706	576	0.8769	0.6552	0.8769	0.9364
0.3012	8.5	578	0.8570	0.6552	0.8570	0.9258
0.3012	8.5294	580	0.8669	0.6552	0.8669	0.9311
0.3012	8.5588	582	0.8803	0.6552	0.8803	0.9383
0.3012	8.5882	584	0.9043	0.5994	0.9043	0.9509
0.3012	8.6176	586	0.9126	0.5994	0.9126	0.9553
0.3012	8.6471	588	0.8853	0.6376	0.8853	0.9409
0.3012	8.6765	590	0.8484	0.7071	0.8484	0.9211
0.3012	8.7059	592	0.8342	0.7071	0.8342	0.9134
0.3012	8.7353	594	0.8394	0.7071	0.8394	0.9162
0.3012	8.7647	596	0.8319	0.7071	0.8319	0.9121
0.3012	8.7941	598	0.8402	0.7071	0.8402	0.9166
0.3012	8.8235	600	0.8564	0.7071	0.8564	0.9254
0.3012	8.8529	602	0.8794	0.6552	0.8794	0.9378
0.3012	8.8824	604	0.9081	0.6085	0.9081	0.9529
0.3012	8.9118	606	0.9438	0.6085	0.9438	0.9715
0.3012	8.9412	608	0.9472	0.6085	0.9472	0.9732
0.3012	8.9706	610	0.9456	0.6085	0.9456	0.9724
0.3012	9.0	612	0.9220	0.6085	0.9220	0.9602
0.3012	9.0294	614	0.9111	0.5994	0.9111	0.9545
0.3012	9.0588	616	0.8897	0.6376	0.8897	0.9432
0.3012	9.0882	618	0.8832	0.6376	0.8832	0.9398
0.3012	9.1176	620	0.8790	0.6376	0.8790	0.9376
0.3012	9.1471	622	0.8880	0.6376	0.8880	0.9423
0.3012	9.1765	624	0.9061	0.6376	0.9061	0.9519
0.3012	9.2059	626	0.9215	0.6085	0.9215	0.9599
0.3012	9.2353	628	0.9216	0.6085	0.9216	0.9600
0.3012	9.2647	630	0.9070	0.6376	0.9070	0.9524
0.3012	9.2941	632	0.9081	0.6376	0.9081	0.9529
0.3012	9.3235	634	0.9089	0.6376	0.9089	0.9533
0.3012	9.3529	636	0.9018	0.6376	0.9018	0.9497
0.3012	9.3824	638	0.8877	0.6376	0.8877	0.9422
0.3012	9.4118	640	0.8816	0.6376	0.8816	0.9389
0.3012	9.4412	642	0.8819	0.6376	0.8819	0.9391
0.3012	9.4706	644	0.8894	0.6376	0.8894	0.9431
0.3012	9.5	646	0.9029	0.6376	0.9029	0.9502
0.3012	9.5294	648	0.9084	0.6085	0.9084	0.9531
0.3012	9.5588	650	0.9141	0.6085	0.9141	0.9561
0.3012	9.5882	652	0.9168	0.6085	0.9168	0.9575
0.3012	9.6176	654	0.9104	0.6085	0.9104	0.9541
0.3012	9.6471	656	0.9063	0.6446	0.9063	0.9520
0.3012	9.6765	658	0.8966	0.6376	0.8966	0.9469
0.3012	9.7059	660	0.8809	0.6376	0.8809	0.9386
0.3012	9.7353	662	0.8737	0.6376	0.8737	0.9347
0.3012	9.7647	664	0.8712	0.6376	0.8712	0.9334
0.3012	9.7941	666	0.8683	0.6376	0.8683	0.9318
0.3012	9.8235	668	0.8700	0.6376	0.8700	0.9327
0.3012	9.8529	670	0.8734	0.6376	0.8734	0.9346
0.3012	9.8824	672	0.8797	0.6376	0.8797	0.9379
0.3012	9.9118	674	0.8836	0.6376	0.8836	0.9400
0.3012	9.9412	676	0.8862	0.6376	0.8862	0.9414
0.3012	9.9706	678	0.8882	0.6376	0.8882	0.9424
0.3012	10.0	680	0.8884	0.6376	0.8884	0.9425

Framework versions

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