ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_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: 1.1966
• Qwk: 0.4681
• Mse: 1.1966
• Rmse: 1.0939

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	0.0339	2	5.3945	0.0007	5.3945	2.3226
No log	0.0678	4	3.4577	0.0658	3.4577	1.8595
No log	0.1017	6	2.0228	0.1061	2.0228	1.4222
No log	0.1356	8	1.7892	0.0329	1.7892	1.3376
No log	0.1695	10	1.3857	0.1688	1.3857	1.1772
No log	0.2034	12	1.2947	0.1565	1.2947	1.1378
No log	0.2373	14	1.1435	0.2216	1.1435	1.0693
No log	0.2712	16	1.1578	0.2299	1.1578	1.0760
No log	0.3051	18	1.2143	0.2036	1.2143	1.1019
No log	0.3390	20	1.4567	0.0132	1.4567	1.2069
No log	0.3729	22	1.4810	-0.0071	1.4810	1.2170
No log	0.4068	24	1.2529	0.2088	1.2529	1.1193
No log	0.4407	26	1.0875	0.2587	1.0875	1.0428
No log	0.4746	28	1.1238	0.1675	1.1238	1.0601
No log	0.5085	30	1.1237	0.1735	1.1237	1.0601
No log	0.5424	32	1.0843	0.2302	1.0843	1.0413
No log	0.5763	34	1.0266	0.3294	1.0266	1.0132
No log	0.6102	36	1.0525	0.3570	1.0525	1.0259
No log	0.6441	38	1.0949	0.3550	1.0949	1.0464
No log	0.6780	40	1.0738	0.3773	1.0738	1.0363
No log	0.7119	42	1.0567	0.3850	1.0567	1.0279
No log	0.7458	44	1.0373	0.4264	1.0373	1.0185
No log	0.7797	46	1.0080	0.3971	1.0080	1.0040
No log	0.8136	48	1.0451	0.4025	1.0451	1.0223
No log	0.8475	50	1.1279	0.3289	1.1279	1.0620
No log	0.8814	52	1.1404	0.2813	1.1404	1.0679
No log	0.9153	54	1.0291	0.2650	1.0291	1.0144
No log	0.9492	56	0.9357	0.3431	0.9357	0.9673
No log	0.9831	58	0.9341	0.3956	0.9341	0.9665
No log	1.0169	60	0.9858	0.4049	0.9858	0.9929
No log	1.0508	62	0.9488	0.4069	0.9488	0.9741
No log	1.0847	64	0.8461	0.5063	0.8461	0.9198
No log	1.1186	66	0.8388	0.4390	0.8388	0.9159
No log	1.1525	68	0.8414	0.5511	0.8414	0.9173
No log	1.1864	70	0.8548	0.5402	0.8548	0.9246
No log	1.2203	72	0.8869	0.4884	0.8869	0.9418
No log	1.2542	74	0.8947	0.4981	0.8947	0.9459
No log	1.2881	76	0.9194	0.5497	0.9194	0.9588
No log	1.3220	78	1.0469	0.5129	1.0469	1.0232
No log	1.3559	80	0.9273	0.5773	0.9273	0.9630
No log	1.3898	82	0.8314	0.6013	0.8314	0.9118
No log	1.4237	84	0.8383	0.5601	0.8383	0.9156
No log	1.4576	86	0.8024	0.5296	0.8024	0.8958
No log	1.4915	88	0.7916	0.5009	0.7916	0.8897
No log	1.5254	90	0.7585	0.5120	0.7585	0.8709
No log	1.5593	92	0.7960	0.5072	0.7960	0.8922
No log	1.5932	94	0.9140	0.5109	0.9140	0.9560
No log	1.6271	96	0.9385	0.5038	0.9385	0.9688
No log	1.6610	98	0.9075	0.4865	0.9075	0.9526
No log	1.6949	100	0.8090	0.5194	0.8090	0.8994
No log	1.7288	102	0.7314	0.6016	0.7314	0.8552
No log	1.7627	104	0.8000	0.5548	0.8000	0.8945
No log	1.7966	106	0.7969	0.5607	0.7969	0.8927
No log	1.8305	108	0.7521	0.5702	0.7521	0.8672
No log	1.8644	110	0.8644	0.4646	0.8644	0.9297
No log	1.8983	112	1.0233	0.4043	1.0233	1.0116
No log	1.9322	114	1.0290	0.3933	1.0290	1.0144
No log	1.9661	116	0.9280	0.4649	0.9280	0.9633
No log	2.0	118	0.8414	0.5344	0.8414	0.9173
No log	2.0339	120	0.8055	0.5334	0.8055	0.8975
No log	2.0678	122	0.8255	0.5420	0.8255	0.9086
No log	2.1017	124	0.8050	0.5035	0.8050	0.8972
No log	2.1356	126	0.7778	0.5998	0.7778	0.8819
No log	2.1695	128	0.8421	0.5315	0.8421	0.9177
No log	2.2034	130	0.8835	0.5333	0.8835	0.9399
No log	2.2373	132	0.9068	0.5472	0.9068	0.9523
No log	2.2712	134	0.9076	0.5633	0.9076	0.9527
No log	2.3051	136	0.8535	0.5553	0.8535	0.9238
No log	2.3390	138	0.8355	0.5586	0.8355	0.9140
No log	2.3729	140	0.9244	0.5866	0.9244	0.9615
No log	2.4068	142	0.9404	0.5926	0.9404	0.9698
No log	2.4407	144	0.8869	0.6091	0.8869	0.9418
No log	2.4746	146	0.8162	0.6125	0.8162	0.9034
No log	2.5085	148	0.7776	0.5712	0.7776	0.8818
No log	2.5424	150	0.8085	0.5525	0.8085	0.8991
No log	2.5763	152	0.9060	0.4937	0.9060	0.9518
No log	2.6102	154	1.0751	0.4838	1.0751	1.0369
No log	2.6441	156	1.1042	0.5045	1.1042	1.0508
No log	2.6780	158	0.9801	0.5035	0.9801	0.9900
No log	2.7119	160	0.8563	0.5441	0.8563	0.9254
No log	2.7458	162	0.8313	0.5444	0.8313	0.9117
No log	2.7797	164	0.8639	0.5522	0.8639	0.9295
No log	2.8136	166	0.9402	0.5052	0.9402	0.9696
No log	2.8475	168	1.0076	0.5059	1.0076	1.0038
No log	2.8814	170	0.9225	0.4918	0.9225	0.9605
No log	2.9153	172	0.8576	0.5298	0.8576	0.9261
No log	2.9492	174	0.7717	0.5737	0.7717	0.8785
No log	2.9831	176	0.7625	0.6100	0.7625	0.8732
No log	3.0169	178	0.7520	0.5813	0.7520	0.8672
No log	3.0508	180	0.8203	0.5754	0.8203	0.9057
No log	3.0847	182	1.0215	0.5547	1.0215	1.0107
No log	3.1186	184	1.0156	0.5862	1.0156	1.0078
No log	3.1525	186	0.8667	0.6096	0.8667	0.9310
No log	3.1864	188	0.8237	0.5987	0.8237	0.9076
No log	3.2203	190	0.8190	0.6618	0.8190	0.9050
No log	3.2542	192	0.8749	0.6252	0.8749	0.9354
No log	3.2881	194	0.8188	0.5805	0.8188	0.9049
No log	3.3220	196	0.7011	0.6470	0.7011	0.8373
No log	3.3559	198	0.6754	0.6576	0.6754	0.8218
No log	3.3898	200	0.7633	0.5951	0.7633	0.8737
No log	3.4237	202	0.8057	0.6168	0.8057	0.8976
No log	3.4576	204	0.9153	0.6198	0.9153	0.9567
No log	3.4915	206	1.0866	0.5744	1.0866	1.0424
No log	3.5254	208	1.1374	0.5257	1.1374	1.0665
No log	3.5593	210	1.0289	0.5592	1.0289	1.0143
No log	3.5932	212	0.9443	0.5667	0.9443	0.9717
No log	3.6271	214	0.8914	0.5833	0.8914	0.9441
No log	3.6610	216	0.8716	0.6013	0.8716	0.9336
No log	3.6949	218	0.8423	0.5988	0.8423	0.9178
No log	3.7288	220	0.7330	0.6451	0.7330	0.8562
No log	3.7627	222	0.7516	0.6272	0.7516	0.8670
No log	3.7966	224	0.7585	0.6464	0.7585	0.8709
No log	3.8305	226	0.8053	0.6588	0.8053	0.8974
No log	3.8644	228	0.8715	0.5893	0.8715	0.9335
No log	3.8983	230	0.8910	0.5962	0.8910	0.9439
No log	3.9322	232	0.8657	0.6069	0.8657	0.9305
No log	3.9661	234	0.7878	0.6077	0.7878	0.8876
No log	4.0	236	0.7753	0.5997	0.7753	0.8805
No log	4.0339	238	0.8454	0.5886	0.8454	0.9194
No log	4.0678	240	0.9823	0.5730	0.9823	0.9911
No log	4.1017	242	1.1946	0.5249	1.1946	1.0930
No log	4.1356	244	1.3438	0.5089	1.3438	1.1592
No log	4.1695	246	1.5388	0.5007	1.5388	1.2405
No log	4.2034	248	1.5734	0.4800	1.5734	1.2544
No log	4.2373	250	1.4000	0.4857	1.4000	1.1832
No log	4.2712	252	1.1726	0.5353	1.1726	1.0829
No log	4.3051	254	0.9951	0.5977	0.9951	0.9975
No log	4.3390	256	0.8919	0.6091	0.8919	0.9444
No log	4.3729	258	0.8825	0.5852	0.8825	0.9394
No log	4.4068	260	0.9072	0.5693	0.9072	0.9525
No log	4.4407	262	0.9548	0.5858	0.9548	0.9772
No log	4.4746	264	0.9153	0.5973	0.9153	0.9567
No log	4.5085	266	0.9088	0.6255	0.9088	0.9533
No log	4.5424	268	0.9659	0.5965	0.9659	0.9828
No log	4.5763	270	0.9098	0.6117	0.9098	0.9538
No log	4.6102	272	0.9016	0.5927	0.9016	0.9495
No log	4.6441	274	0.8401	0.5889	0.8401	0.9166
No log	4.6780	276	0.7886	0.5969	0.7886	0.8881
No log	4.7119	278	0.7599	0.5884	0.7599	0.8717
No log	4.7458	280	0.7540	0.6035	0.7540	0.8683
No log	4.7797	282	0.7783	0.6292	0.7783	0.8822
No log	4.8136	284	0.7395	0.6365	0.7395	0.8599
No log	4.8475	286	0.7373	0.6400	0.7373	0.8586
No log	4.8814	288	0.7515	0.6436	0.7515	0.8669
No log	4.9153	290	0.9134	0.6196	0.9134	0.9557
No log	4.9492	292	0.9332	0.5668	0.9332	0.9660
No log	4.9831	294	0.8130	0.6141	0.8130	0.9017
No log	5.0169	296	0.7653	0.6165	0.7653	0.8748
No log	5.0508	298	0.7692	0.5905	0.7692	0.8771
No log	5.0847	300	0.8066	0.5685	0.8066	0.8981
No log	5.1186	302	0.8850	0.5909	0.8850	0.9407
No log	5.1525	304	0.9959	0.5670	0.9959	0.9979
No log	5.1864	306	1.0413	0.5718	1.0413	1.0204
No log	5.2203	308	1.0380	0.5841	1.0380	1.0188
No log	5.2542	310	0.9893	0.5886	0.9893	0.9946
No log	5.2881	312	0.9951	0.5683	0.9951	0.9975
No log	5.3220	314	0.9541	0.5729	0.9541	0.9768
No log	5.3559	316	0.8822	0.5702	0.8822	0.9393
No log	5.3898	318	0.8179	0.6155	0.8179	0.9044
No log	5.4237	320	0.7732	0.5925	0.7732	0.8793
No log	5.4576	322	0.8466	0.5702	0.8466	0.9201
No log	5.4915	324	0.9007	0.5679	0.9007	0.9491
No log	5.5254	326	1.0298	0.5495	1.0298	1.0148
No log	5.5593	328	1.0488	0.5495	1.0488	1.0241
No log	5.5932	330	1.0034	0.5537	1.0034	1.0017
No log	5.6271	332	0.9304	0.5691	0.9304	0.9646
No log	5.6610	334	0.9303	0.5615	0.9303	0.9645
No log	5.6949	336	0.8979	0.5808	0.8979	0.9476
No log	5.7288	338	0.8964	0.5714	0.8964	0.9468
No log	5.7627	340	0.9575	0.5638	0.9575	0.9785
No log	5.7966	342	0.9949	0.5805	0.9949	0.9975
No log	5.8305	344	1.0617	0.5461	1.0617	1.0304
No log	5.8644	346	1.1577	0.5321	1.1577	1.0760
No log	5.8983	348	1.1833	0.5149	1.1833	1.0878
No log	5.9322	350	1.1589	0.5134	1.1589	1.0765
No log	5.9661	352	1.0248	0.5606	1.0248	1.0123
No log	6.0	354	0.9732	0.5627	0.9732	0.9865
No log	6.0339	356	0.9249	0.5818	0.9249	0.9617
No log	6.0678	358	0.9387	0.5767	0.9387	0.9688
No log	6.1017	360	1.0139	0.5155	1.0139	1.0069
No log	6.1356	362	1.0539	0.4803	1.0539	1.0266
No log	6.1695	364	1.0808	0.4803	1.0808	1.0396
No log	6.2034	366	1.1439	0.4699	1.1439	1.0695
No log	6.2373	368	1.0575	0.5453	1.0575	1.0284
No log	6.2712	370	1.0048	0.5741	1.0048	1.0024
No log	6.3051	372	1.1064	0.5529	1.1064	1.0519
No log	6.3390	374	1.0291	0.5740	1.0291	1.0144
No log	6.3729	376	1.0038	0.5947	1.0038	1.0019
No log	6.4068	378	1.0544	0.6033	1.0544	1.0268
No log	6.4407	380	0.9791	0.5941	0.9791	0.9895
No log	6.4746	382	0.9510	0.5882	0.9510	0.9752
No log	6.5085	384	0.8395	0.6169	0.8395	0.9163
No log	6.5424	386	0.8979	0.5638	0.8979	0.9476
No log	6.5763	388	0.9804	0.5459	0.9804	0.9902
No log	6.6102	390	0.9391	0.5728	0.9391	0.9691
No log	6.6441	392	0.8299	0.5883	0.8299	0.9110
No log	6.6780	394	0.8131	0.5985	0.8131	0.9017
No log	6.7119	396	0.8179	0.5613	0.8179	0.9044
No log	6.7458	398	0.8319	0.5517	0.8319	0.9121
No log	6.7797	400	0.8913	0.5593	0.8913	0.9441
No log	6.8136	402	0.9651	0.5575	0.9651	0.9824
No log	6.8475	404	0.9958	0.5364	0.9958	0.9979
No log	6.8814	406	0.9637	0.5587	0.9637	0.9817
No log	6.9153	408	0.9795	0.5563	0.9795	0.9897
No log	6.9492	410	0.8991	0.5583	0.8991	0.9482
No log	6.9831	412	0.7898	0.5751	0.7898	0.8887
No log	7.0169	414	0.7660	0.5194	0.7660	0.8752
No log	7.0508	416	0.7752	0.5909	0.7752	0.8805
No log	7.0847	418	0.8177	0.6080	0.8177	0.9043
No log	7.1186	420	0.9751	0.5480	0.9751	0.9875
No log	7.1525	422	1.0354	0.4894	1.0354	1.0175
No log	7.1864	424	0.9499	0.5098	0.9499	0.9746
No log	7.2203	426	0.9470	0.5486	0.9470	0.9732
No log	7.2542	428	0.9159	0.5755	0.9159	0.9570
No log	7.2881	430	0.9385	0.5432	0.9385	0.9688
No log	7.3220	432	1.0129	0.5251	1.0129	1.0064
No log	7.3559	434	1.0798	0.5037	1.0798	1.0391
No log	7.3898	436	1.0731	0.5044	1.0731	1.0359
No log	7.4237	438	1.0594	0.5246	1.0594	1.0292
No log	7.4576	440	1.1493	0.5056	1.1493	1.0720
No log	7.4915	442	1.0365	0.5498	1.0365	1.0181
No log	7.5254	444	0.9388	0.5957	0.9388	0.9689
No log	7.5593	446	0.9967	0.5912	0.9967	0.9983
No log	7.5932	448	1.0815	0.5647	1.0815	1.0400
No log	7.6271	450	1.1120	0.5377	1.1120	1.0545
No log	7.6610	452	1.1814	0.5267	1.1814	1.0869
No log	7.6949	454	1.1399	0.4895	1.1399	1.0677
No log	7.7288	456	1.0396	0.5520	1.0396	1.0196
No log	7.7627	458	0.9377	0.5742	0.9377	0.9684
No log	7.7966	460	0.9433	0.5619	0.9433	0.9712
No log	7.8305	462	1.0713	0.5371	1.0713	1.0350
No log	7.8644	464	1.2804	0.5258	1.2804	1.1315
No log	7.8983	466	1.3300	0.5089	1.3300	1.1533
No log	7.9322	468	1.1709	0.5257	1.1709	1.0821
No log	7.9661	470	0.9560	0.5716	0.9560	0.9778
No log	8.0	472	0.8747	0.5777	0.8747	0.9353
No log	8.0339	474	0.8460	0.5699	0.8460	0.9198
No log	8.0678	476	0.8771	0.5974	0.8771	0.9366
No log	8.1017	478	0.9716	0.5582	0.9716	0.9857
No log	8.1356	480	1.0911	0.5112	1.0911	1.0446
No log	8.1695	482	1.0259	0.5337	1.0259	1.0129
No log	8.2034	484	0.8594	0.6055	0.8594	0.9270
No log	8.2373	486	0.8349	0.5942	0.8349	0.9137
No log	8.2712	488	0.9105	0.6088	0.9105	0.9542
No log	8.3051	490	0.9736	0.5669	0.9736	0.9867
No log	8.3390	492	0.9975	0.5620	0.9975	0.9987
No log	8.3729	494	0.9519	0.5936	0.9519	0.9756
No log	8.4068	496	1.0358	0.5463	1.0358	1.0178
No log	8.4407	498	1.1076	0.5503	1.1076	1.0524
0.4437	8.4746	500	1.1372	0.5368	1.1372	1.0664
0.4437	8.5085	502	1.0581	0.5416	1.0581	1.0286
0.4437	8.5424	504	0.9505	0.5641	0.9505	0.9749
0.4437	8.5763	506	0.9780	0.5539	0.9780	0.9889
0.4437	8.6102	508	1.1335	0.5221	1.1335	1.0647
0.4437	8.6441	510	1.2271	0.4903	1.2271	1.1078
0.4437	8.6780	512	1.1806	0.5296	1.1806	1.0866
0.4437	8.7119	514	1.1739	0.5375	1.1739	1.0835
0.4437	8.7458	516	1.1743	0.5148	1.1743	1.0837
0.4437	8.7797	518	1.0214	0.5328	1.0214	1.0106
0.4437	8.8136	520	0.8046	0.6134	0.8046	0.8970
0.4437	8.8475	522	0.6977	0.6694	0.6977	0.8353
0.4437	8.8814	524	0.6881	0.6937	0.6881	0.8295
0.4437	8.9153	526	0.7561	0.6866	0.7561	0.8696
0.4437	8.9492	528	0.9070	0.5670	0.9070	0.9524
0.4437	8.9831	530	0.9479	0.5491	0.9479	0.9736
0.4437	9.0169	532	0.9006	0.5422	0.9006	0.9490
0.4437	9.0508	534	0.8352	0.6111	0.8352	0.9139
0.4437	9.0847	536	0.7797	0.6335	0.7797	0.8830
0.4437	9.1186	538	0.8018	0.5930	0.8018	0.8954
0.4437	9.1525	540	0.8525	0.6063	0.8525	0.9233
0.4437	9.1864	542	0.9564	0.5347	0.9564	0.9780
0.4437	9.2203	544	1.0232	0.5419	1.0232	1.0116
0.4437	9.2542	546	1.1334	0.5056	1.1334	1.0646
0.4437	9.2881	548	1.1782	0.4875	1.1782	1.0854
0.4437	9.3220	550	1.0559	0.5475	1.0559	1.0276
0.4437	9.3559	552	0.9902	0.5878	0.9902	0.9951
0.4437	9.3898	554	1.0066	0.5814	1.0066	1.0033
0.4437	9.4237	556	1.0367	0.5803	1.0367	1.0182
0.4437	9.4576	558	0.9987	0.5889	0.9987	0.9993
0.4437	9.4915	560	0.9141	0.6301	0.9141	0.9561
0.4437	9.5254	562	0.8855	0.6454	0.8855	0.9410
0.4437	9.5593	564	0.8147	0.6407	0.8147	0.9026
0.4437	9.5932	566	0.7474	0.6524	0.7474	0.8645
0.4437	9.6271	568	0.7242	0.6387	0.7242	0.8510
0.4437	9.6610	570	0.7748	0.6624	0.7748	0.8802
0.4437	9.6949	572	0.8886	0.6258	0.8886	0.9427
0.4437	9.7288	574	1.0676	0.5616	1.0676	1.0332
0.4437	9.7627	576	1.1270	0.5380	1.1270	1.0616
0.4437	9.7966	578	1.0016	0.5891	1.0016	1.0008
0.4437	9.8305	580	0.9199	0.6300	0.9199	0.9591
0.4437	9.8644	582	0.8269	0.6329	0.8269	0.9094
0.4437	9.8983	584	0.8494	0.6050	0.8494	0.9216
0.4437	9.9322	586	0.9631	0.5842	0.9631	0.9814
0.4437	9.9661	588	1.0617	0.5103	1.0617	1.0304
0.4437	10.0	590	1.0096	0.5075	1.0096	1.0048
0.4437	10.0339	592	0.9245	0.5337	0.9245	0.9615
0.4437	10.0678	594	0.8428	0.5627	0.8428	0.9180
0.4437	10.1017	596	0.8408	0.6054	0.8408	0.9170
0.4437	10.1356	598	0.9137	0.6112	0.9137	0.9559
0.4437	10.1695	600	1.0465	0.5902	1.0465	1.0230
0.4437	10.2034	602	1.0919	0.5732	1.0919	1.0449
0.4437	10.2373	604	1.0596	0.5637	1.0596	1.0293
0.4437	10.2712	606	0.9200	0.5719	0.9200	0.9592
0.4437	10.3051	608	0.8418	0.5988	0.8418	0.9175
0.4437	10.3390	610	0.7714	0.5930	0.7714	0.8783
0.4437	10.3729	612	0.7692	0.6015	0.7692	0.8770
0.4437	10.4068	614	0.8857	0.5837	0.8857	0.9411
0.4437	10.4407	616	0.9667	0.5384	0.9667	0.9832
0.4437	10.4746	618	0.9970	0.5324	0.9970	0.9985
0.4437	10.5085	620	0.9277	0.5481	0.9277	0.9632
0.4437	10.5424	622	0.8892	0.6039	0.8892	0.9430
0.4437	10.5763	624	0.8825	0.6066	0.8825	0.9394
0.4437	10.6102	626	0.9133	0.6125	0.9133	0.9557
0.4437	10.6441	628	1.0094	0.5283	1.0094	1.0047
0.4437	10.6780	630	1.0617	0.5274	1.0617	1.0304
0.4437	10.7119	632	1.1135	0.5016	1.1135	1.0552
0.4437	10.7458	634	1.0155	0.5186	1.0155	1.0077
0.4437	10.7797	636	0.8816	0.5562	0.8816	0.9389
0.4437	10.8136	638	0.8252	0.5968	0.8252	0.9084
0.4437	10.8475	640	0.8501	0.5939	0.8501	0.9220
0.4437	10.8814	642	0.9123	0.5630	0.9123	0.9551
0.4437	10.9153	644	0.9552	0.5804	0.9552	0.9773
0.4437	10.9492	646	0.9774	0.5850	0.9774	0.9886
0.4437	10.9831	648	0.9080	0.6174	0.9080	0.9529
0.4437	11.0169	650	0.9577	0.5669	0.9577	0.9786
0.4437	11.0508	652	0.9653	0.5781	0.9653	0.9825
0.4437	11.0847	654	1.0353	0.5311	1.0353	1.0175
0.4437	11.1186	656	1.0366	0.5253	1.0366	1.0182
0.4437	11.1525	658	0.9552	0.5439	0.9552	0.9774
0.4437	11.1864	660	0.9105	0.5940	0.9105	0.9542
0.4437	11.2203	662	0.8561	0.6145	0.8561	0.9253
0.4437	11.2542	664	0.8399	0.6140	0.8399	0.9165
0.4437	11.2881	666	0.8791	0.6109	0.8791	0.9376
0.4437	11.3220	668	1.0098	0.5671	1.0098	1.0049
0.4437	11.3559	670	1.1065	0.5788	1.1065	1.0519
0.4437	11.3898	672	1.0456	0.5817	1.0456	1.0226
0.4437	11.4237	674	0.9893	0.5719	0.9893	0.9946
0.4437	11.4576	676	0.8835	0.6558	0.8835	0.9399
0.4437	11.4915	678	0.8621	0.6371	0.8621	0.9285
0.4437	11.5254	680	0.9454	0.6023	0.9454	0.9723
0.4437	11.5593	682	0.9071	0.6119	0.9071	0.9524
0.4437	11.5932	684	0.8271	0.6516	0.8271	0.9094
0.4437	11.6271	686	0.7419	0.6722	0.7419	0.8613
0.4437	11.6610	688	0.7216	0.6632	0.7216	0.8495
0.4437	11.6949	690	0.7586	0.6852	0.7586	0.8710
0.4437	11.7288	692	0.8697	0.6289	0.8697	0.9326
0.4437	11.7627	694	1.0548	0.5426	1.0548	1.0270
0.4437	11.7966	696	1.1076	0.5064	1.1076	1.0524
0.4437	11.8305	698	1.0112	0.5095	1.0112	1.0056
0.4437	11.8644	700	0.8278	0.6393	0.8278	0.9098
0.4437	11.8983	702	0.7473	0.6349	0.7473	0.8645
0.4437	11.9322	704	0.7333	0.6334	0.7333	0.8564
0.4437	11.9661	706	0.7918	0.6552	0.7918	0.8898
0.4437	12.0	708	0.9156	0.5841	0.9156	0.9569
0.4437	12.0339	710	1.0764	0.5508	1.0764	1.0375
0.4437	12.0678	712	1.1212	0.5404	1.1212	1.0589
0.4437	12.1017	714	1.0703	0.5388	1.0703	1.0345
0.4437	12.1356	716	0.9619	0.5321	0.9619	0.9808
0.4437	12.1695	718	0.9183	0.5551	0.9183	0.9583
0.4437	12.2034	720	0.9180	0.5457	0.9180	0.9581
0.4437	12.2373	722	0.9143	0.5440	0.9143	0.9562
0.4437	12.2712	724	0.8419	0.6152	0.8419	0.9176
0.4437	12.3051	726	0.8266	0.6011	0.8266	0.9092
0.4437	12.3390	728	0.8538	0.6043	0.8538	0.9240
0.4437	12.3729	730	0.8555	0.6027	0.8555	0.9249
0.4437	12.4068	732	0.8568	0.6008	0.8568	0.9256
0.4437	12.4407	734	0.8888	0.5941	0.8888	0.9428
0.4437	12.4746	736	0.9055	0.5810	0.9055	0.9516
0.4437	12.5085	738	0.9162	0.5865	0.9162	0.9572
0.4437	12.5424	740	0.9693	0.5599	0.9693	0.9845
0.4437	12.5763	742	1.0191	0.5421	1.0191	1.0095
0.4437	12.6102	744	1.0349	0.5177	1.0349	1.0173
0.4437	12.6441	746	1.0473	0.5068	1.0473	1.0234
0.4437	12.6780	748	1.1607	0.4891	1.1607	1.0774
0.4437	12.7119	750	1.2771	0.4671	1.2771	1.1301
0.4437	12.7458	752	1.1966	0.4681	1.1966	1.0939

Framework versions

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