ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k3_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: 1.0494
• Qwk: 0.6122
• Mse: 1.0494
• Rmse: 1.0244

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	0.0870	2	6.5857	0.0308	6.5857	2.5663
No log	0.1739	4	5.0331	0.0599	5.0331	2.2435
No log	0.2609	6	2.8740	0.0988	2.8740	1.6953
No log	0.3478	8	2.1116	0.2000	2.1116	1.4531
No log	0.4348	10	1.7388	0.1869	1.7388	1.3186
No log	0.5217	12	1.6751	0.1538	1.6751	1.2942
No log	0.6087	14	1.7471	0.1333	1.7471	1.3218
No log	0.6957	16	1.5860	0.2407	1.5860	1.2593
No log	0.7826	18	1.3920	0.3248	1.3920	1.1798
No log	0.8696	20	1.2967	0.3248	1.2967	1.1387
No log	0.9565	22	1.3952	0.3119	1.3952	1.1812
No log	1.0435	24	1.5209	0.2430	1.5209	1.2332
No log	1.1304	26	1.3210	0.3363	1.3210	1.1494
No log	1.2174	28	1.1287	0.5238	1.1287	1.0624
No log	1.3043	30	1.0454	0.5455	1.0454	1.0225
No log	1.3913	32	0.9685	0.6061	0.9685	0.9841
No log	1.4783	34	1.1710	0.4793	1.1710	1.0821
No log	1.5652	36	1.6006	0.3009	1.6006	1.2651
No log	1.6522	38	1.6162	0.3304	1.6162	1.2713
No log	1.7391	40	1.2924	0.48	1.2924	1.1369
No log	1.8261	42	1.0075	0.5846	1.0075	1.0037
No log	1.9130	44	1.0164	0.5625	1.0164	1.0082
No log	2.0	46	1.1716	0.5161	1.1716	1.0824
No log	2.0870	48	1.4911	0.3621	1.4911	1.2211
No log	2.1739	50	1.6794	0.2957	1.6794	1.2959
No log	2.2609	52	1.4050	0.4298	1.4050	1.1853
No log	2.3478	54	1.0137	0.5238	1.0137	1.0068
No log	2.4348	56	0.9220	0.5692	0.9220	0.9602
No log	2.5217	58	0.9778	0.5625	0.9778	0.9888
No log	2.6087	60	0.9621	0.5581	0.9621	0.9808
No log	2.6957	62	0.9598	0.5865	0.9598	0.9797
No log	2.7826	64	0.9792	0.5649	0.9792	0.9895
No log	2.8696	66	0.8541	0.6423	0.8541	0.9242
No log	2.9565	68	0.8009	0.6620	0.8009	0.8949
No log	3.0435	70	0.7797	0.6713	0.7797	0.8830
No log	3.1304	72	0.8268	0.6901	0.8268	0.9093
No log	3.2174	74	0.9106	0.6759	0.9106	0.9543
No log	3.3043	76	1.0707	0.6842	1.0707	1.0348
No log	3.3913	78	1.0430	0.6711	1.0430	1.0213
No log	3.4783	80	0.9050	0.6471	0.9050	0.9513
No log	3.5652	82	0.8878	0.5606	0.8878	0.9422
No log	3.6522	84	1.0277	0.6197	1.0277	1.0137
No log	3.7391	86	1.2707	0.6154	1.2707	1.1273
No log	3.8261	88	1.3488	0.5769	1.3488	1.1614
No log	3.9130	90	1.1792	0.5507	1.1792	1.0859
No log	4.0	92	1.2302	0.5857	1.2302	1.1091
No log	4.0870	94	1.2495	0.5755	1.2495	1.1178
No log	4.1739	96	1.1897	0.5816	1.1897	1.0907
No log	4.2609	98	1.1161	0.6164	1.1161	1.0565
No log	4.3478	100	1.1435	0.6452	1.1435	1.0693
No log	4.4348	102	1.0292	0.625	1.0292	1.0145
No log	4.5217	104	0.8894	0.6389	0.8894	0.9431
No log	4.6087	106	0.8422	0.6712	0.8422	0.9177
No log	4.6957	108	0.9256	0.6087	0.9256	0.9621
No log	4.7826	110	0.8718	0.6383	0.8718	0.9337
No log	4.8696	112	0.8955	0.6528	0.8955	0.9463
No log	4.9565	114	0.8593	0.6187	0.8593	0.9270
No log	5.0435	116	0.9438	0.5735	0.9438	0.9715
No log	5.1304	118	0.9363	0.6331	0.9363	0.9676
No log	5.2174	120	0.9856	0.6579	0.9856	0.9928
No log	5.3043	122	0.9746	0.6871	0.9746	0.9872
No log	5.3913	124	0.8491	0.6267	0.8491	0.9215
No log	5.4783	126	0.8217	0.6571	0.8217	0.9065
No log	5.5652	128	0.8737	0.6709	0.8737	0.9347
No log	5.6522	130	1.2292	0.6222	1.2292	1.1087
No log	5.7391	132	1.4981	0.5833	1.4981	1.2240
No log	5.8261	134	1.3314	0.6034	1.3314	1.1538
No log	5.9130	136	0.9844	0.6711	0.9844	0.9922
No log	6.0	138	0.8589	0.6993	0.8589	0.9268
No log	6.0870	140	0.8522	0.6812	0.8522	0.9232
No log	6.1739	142	0.9726	0.6618	0.9726	0.9862
No log	6.2609	144	1.2000	0.5811	1.2000	1.0955
No log	6.3478	146	1.2586	0.5960	1.2586	1.1219
No log	6.4348	148	1.0826	0.6338	1.0826	1.0405
No log	6.5217	150	1.0036	0.6892	1.0036	1.0018
No log	6.6087	152	0.9637	0.6528	0.9637	0.9817
No log	6.6957	154	0.9895	0.6331	0.9895	0.9947
No log	6.7826	156	1.0773	0.6222	1.0773	1.0379
No log	6.8696	158	1.0893	0.6377	1.0893	1.0437
No log	6.9565	160	0.9884	0.6479	0.9884	0.9942
No log	7.0435	162	0.9351	0.7162	0.9351	0.9670
No log	7.1304	164	0.8724	0.7222	0.8724	0.9340
No log	7.2174	166	0.8794	0.7050	0.8794	0.9378
No log	7.3043	168	0.8672	0.6906	0.8672	0.9312
No log	7.3913	170	0.9756	0.7152	0.9756	0.9877
No log	7.4783	172	1.2618	0.625	1.2618	1.1233
No log	7.5652	174	1.1493	0.7111	1.1493	1.0721
No log	7.6522	176	1.1068	0.6415	1.1068	1.0520
No log	7.7391	178	1.1899	0.5921	1.1899	1.0908
No log	7.8261	180	1.2046	0.5517	1.2046	1.0976
No log	7.9130	182	1.1559	0.5963	1.1559	1.0751
No log	8.0	184	0.9931	0.6133	0.9931	0.9965
No log	8.0870	186	0.8723	0.6122	0.8723	0.9339
No log	8.1739	188	0.8124	0.6434	0.8124	0.9013
No log	8.2609	190	0.7882	0.6622	0.7882	0.8878
No log	8.3478	192	0.9302	0.6957	0.9302	0.9645
No log	8.4348	194	1.0324	0.6543	1.0324	1.0161
No log	8.5217	196	0.9454	0.6	0.9454	0.9723
No log	8.6087	198	0.8696	0.6299	0.8696	0.9325
No log	8.6957	200	0.8984	0.6260	0.8984	0.9478
No log	8.7826	202	0.9487	0.6338	0.9487	0.9740
No log	8.8696	204	1.0367	0.6533	1.0367	1.0182
No log	8.9565	206	1.1744	0.6182	1.1744	1.0837
No log	9.0435	208	1.2995	0.5814	1.2995	1.1400
No log	9.1304	210	1.0879	0.6509	1.0879	1.0430
No log	9.2174	212	0.8826	0.6914	0.8826	0.9395
No log	9.3043	214	0.8300	0.6795	0.8300	0.9111
No log	9.3913	216	0.8628	0.6918	0.8628	0.9289
No log	9.4783	218	0.9788	0.6826	0.9788	0.9894
No log	9.5652	220	1.1446	0.6590	1.1446	1.0699
No log	9.6522	222	1.0564	0.6533	1.0564	1.0278
No log	9.7391	224	0.8843	0.6277	0.8843	0.9404
No log	9.8261	226	0.8961	0.6107	0.8961	0.9466
No log	9.9130	228	0.8992	0.6154	0.8992	0.9483
No log	10.0	230	0.8782	0.6269	0.8782	0.9371
No log	10.0870	232	0.9576	0.6370	0.9576	0.9786
No log	10.1739	234	1.0902	0.6087	1.0902	1.0441
No log	10.2609	236	1.0321	0.6131	1.0321	1.0159
No log	10.3478	238	0.9055	0.6423	0.9055	0.9516
No log	10.4348	240	0.8768	0.6423	0.8768	0.9364
No log	10.5217	242	0.9746	0.6533	0.9746	0.9872
No log	10.6087	244	1.0792	0.6829	1.0792	1.0388
No log	10.6957	246	1.0723	0.6829	1.0723	1.0355
No log	10.7826	248	0.9736	0.6667	0.9736	0.9867
No log	10.8696	250	0.8870	0.6897	0.8870	0.9418
No log	10.9565	252	0.8954	0.7042	0.8954	0.9463
No log	11.0435	254	0.9633	0.6809	0.9633	0.9815
No log	11.1304	256	0.9882	0.6087	0.9882	0.9941
No log	11.2174	258	0.8845	0.6571	0.8845	0.9405
No log	11.3043	260	0.7963	0.7234	0.7963	0.8923
No log	11.3913	262	0.7975	0.7347	0.7975	0.8930
No log	11.4783	264	0.8114	0.7248	0.8114	0.9008
No log	11.5652	266	0.8515	0.7308	0.8515	0.9227
No log	11.6522	268	0.9739	0.7229	0.9739	0.9869
No log	11.7391	270	1.0733	0.6310	1.0733	1.0360
No log	11.8261	272	1.0921	0.5806	1.0921	1.0450
No log	11.9130	274	1.1300	0.56	1.1300	1.0630
No log	12.0	276	0.9809	0.5942	0.9809	0.9904
No log	12.0870	278	0.8260	0.6957	0.8260	0.9089
No log	12.1739	280	0.7960	0.7	0.7960	0.8922
No log	12.2609	282	0.8071	0.6620	0.8071	0.8984
No log	12.3478	284	0.8527	0.6620	0.8527	0.9234
No log	12.4348	286	0.9109	0.6753	0.9109	0.9544
No log	12.5217	288	0.8008	0.6928	0.8008	0.8949
No log	12.6087	290	0.7885	0.7125	0.7885	0.8880
No log	12.6957	292	0.8306	0.7425	0.8306	0.9114
No log	12.7826	294	0.8680	0.7456	0.8680	0.9317
No log	12.8696	296	0.8264	0.7215	0.8264	0.9091
No log	12.9565	298	0.8227	0.6846	0.8227	0.9070
No log	13.0435	300	0.8267	0.6897	0.8267	0.9092
No log	13.1304	302	0.8959	0.6806	0.8959	0.9465
No log	13.2174	304	0.9984	0.6241	0.9984	0.9992
No log	13.3043	306	0.9705	0.6241	0.9705	0.9852
No log	13.3913	308	0.9324	0.6377	0.9324	0.9656
No log	13.4783	310	0.8118	0.7	0.8118	0.9010
No log	13.5652	312	0.8211	0.6759	0.8211	0.9062
No log	13.6522	314	0.7754	0.6849	0.7754	0.8806
No log	13.7391	316	0.7648	0.6939	0.7648	0.8745
No log	13.8261	318	0.8521	0.6577	0.8521	0.9231
No log	13.9130	320	1.0813	0.6746	1.0813	1.0398
No log	14.0	322	1.1503	0.6743	1.1503	1.0725
No log	14.0870	324	1.0801	0.6748	1.0801	1.0393
No log	14.1739	326	0.8567	0.6622	0.8567	0.9256
No log	14.2609	328	0.7656	0.7092	0.7656	0.8750
No log	14.3478	330	0.7915	0.7	0.7915	0.8897
No log	14.4348	332	0.8817	0.6471	0.8817	0.9390
No log	14.5217	334	0.9528	0.6377	0.9528	0.9761
No log	14.6087	336	0.9269	0.6571	0.9269	0.9628
No log	14.6957	338	0.8596	0.6950	0.8596	0.9271
No log	14.7826	340	0.8840	0.6950	0.8840	0.9402
No log	14.8696	342	0.9310	0.6525	0.9310	0.9649
No log	14.9565	344	1.0037	0.6111	1.0037	1.0019
No log	15.0435	346	1.0726	0.6133	1.0726	1.0357
No log	15.1304	348	0.9914	0.6099	0.9914	0.9957
No log	15.2174	350	0.8892	0.6471	0.8892	0.9430
No log	15.3043	352	0.8892	0.6569	0.8892	0.9430
No log	15.3913	354	0.9709	0.6345	0.9709	0.9853
No log	15.4783	356	1.1187	0.6115	1.1187	1.0577
No log	15.5652	358	1.1249	0.6115	1.1249	1.0606
No log	15.6522	360	1.0263	0.6111	1.0263	1.0130
No log	15.7391	362	0.9572	0.6434	0.9572	0.9784
No log	15.8261	364	0.9090	0.6897	0.9090	0.9534
No log	15.9130	366	0.9175	0.6892	0.9175	0.9579
No log	16.0	368	0.9527	0.6622	0.9527	0.9761
No log	16.0870	370	0.9356	0.6622	0.9356	0.9672
No log	16.1739	372	0.8654	0.6806	0.8654	0.9303
No log	16.2609	374	0.8410	0.6806	0.8410	0.9171
No log	16.3478	376	0.8653	0.6806	0.8653	0.9302
No log	16.4348	378	0.8749	0.6806	0.8749	0.9353
No log	16.5217	380	0.8736	0.6806	0.8736	0.9346
No log	16.6087	382	0.8821	0.6573	0.8821	0.9392
No log	16.6957	384	0.8246	0.6950	0.8246	0.9081
No log	16.7826	386	0.8212	0.6957	0.8212	0.9062
No log	16.8696	388	0.8661	0.6806	0.8661	0.9306
No log	16.9565	390	0.8707	0.6950	0.8707	0.9331
No log	17.0435	392	0.8771	0.6806	0.8771	0.9366
No log	17.1304	394	0.8611	0.6897	0.8611	0.9279
No log	17.2174	396	0.8370	0.6897	0.8370	0.9149
No log	17.3043	398	0.8640	0.6897	0.8640	0.9295
No log	17.3913	400	1.0016	0.6753	1.0016	1.0008
No log	17.4783	402	1.0584	0.6905	1.0584	1.0288
No log	17.5652	404	1.0589	0.6746	1.0589	1.0291
No log	17.6522	406	0.9653	0.6667	0.9653	0.9825
No log	17.7391	408	0.9099	0.7067	0.9099	0.9539
No log	17.8261	410	0.9205	0.6667	0.9205	0.9594
No log	17.9130	412	0.9627	0.6187	0.9627	0.9811
No log	18.0	414	0.9288	0.6370	0.9288	0.9638
No log	18.0870	416	0.8339	0.6765	0.8339	0.9132
No log	18.1739	418	0.8436	0.6765	0.8436	0.9185
No log	18.2609	420	0.8126	0.7007	0.8126	0.9014
No log	18.3478	422	0.7723	0.6522	0.7723	0.8788
No log	18.4348	424	0.7817	0.6522	0.7817	0.8841
No log	18.5217	426	0.8084	0.6901	0.8084	0.8991
No log	18.6087	428	0.8905	0.6806	0.8905	0.9437
No log	18.6957	430	0.9261	0.6853	0.9261	0.9623
No log	18.7826	432	1.0089	0.6259	1.0089	1.0044
No log	18.8696	434	1.1067	0.6275	1.1067	1.0520
No log	18.9565	436	1.1043	0.6164	1.1043	1.0508
No log	19.0435	438	0.9922	0.6620	0.9922	0.9961
No log	19.1304	440	0.9481	0.6619	0.9481	0.9737
No log	19.2174	442	1.0005	0.6438	1.0005	1.0003
No log	19.3043	444	1.2377	0.5714	1.2377	1.1125
No log	19.3913	446	1.3395	0.5843	1.3395	1.1574
No log	19.4783	448	1.2883	0.5889	1.2883	1.1351
No log	19.5652	450	1.1966	0.6171	1.1966	1.0939
No log	19.6522	452	1.0076	0.6174	1.0076	1.0038
No log	19.7391	454	0.9065	0.6620	0.9065	0.9521
No log	19.8261	456	0.8969	0.6621	0.8969	0.9470
No log	19.9130	458	0.9148	0.6755	0.9148	0.9565
No log	20.0	460	0.8242	0.6846	0.8242	0.9079
No log	20.0870	462	0.8076	0.6846	0.8076	0.8987
No log	20.1739	464	0.8503	0.6968	0.8503	0.9221
No log	20.2609	466	0.9141	0.7117	0.9141	0.9561
No log	20.3478	468	0.9907	0.6667	0.9907	0.9953
No log	20.4348	470	0.9443	0.6358	0.9443	0.9717
No log	20.5217	472	0.8836	0.6980	0.8836	0.9400
No log	20.6087	474	0.8806	0.6803	0.8806	0.9384
No log	20.6957	476	0.9281	0.6438	0.9281	0.9634
No log	20.7826	478	1.0101	0.6338	1.0101	1.0051
No log	20.8696	480	0.9777	0.6338	0.9777	0.9888
No log	20.9565	482	0.9703	0.6475	0.9703	0.9850
No log	21.0435	484	0.9984	0.6338	0.9984	0.9992
No log	21.1304	486	0.9342	0.6294	0.9342	0.9666
No log	21.2174	488	0.8552	0.6957	0.8552	0.9248
No log	21.3043	490	0.8074	0.7050	0.8074	0.8985
No log	21.3913	492	0.8234	0.6957	0.8234	0.9074
No log	21.4783	494	0.8653	0.6806	0.8653	0.9302
No log	21.5652	496	0.9171	0.6434	0.9171	0.9576
No log	21.6522	498	0.9493	0.6301	0.9493	0.9743
0.3497	21.7391	500	0.9272	0.625	0.9272	0.9629
0.3497	21.8261	502	0.8971	0.6620	0.8971	0.9472
0.3497	21.9130	504	0.8504	0.6338	0.8504	0.9222
0.3497	22.0	506	0.8028	0.6434	0.8028	0.8960
0.3497	22.0870	508	0.7952	0.6429	0.7952	0.8917
0.3497	22.1739	510	0.8093	0.6331	0.8093	0.8996
0.3497	22.2609	512	0.8639	0.6434	0.8639	0.9295
0.3497	22.3478	514	0.9098	0.6434	0.9098	0.9539
0.3497	22.4348	516	0.8860	0.6765	0.8860	0.9413
0.3497	22.5217	518	0.8502	0.6617	0.8502	0.9221
0.3497	22.6087	520	0.8069	0.7111	0.8069	0.8983
0.3497	22.6957	522	0.7924	0.7050	0.7924	0.8901
0.3497	22.7826	524	0.8224	0.6853	0.8224	0.9069
0.3497	22.8696	526	0.9250	0.6164	0.9250	0.9618
0.3497	22.9565	528	0.9408	0.5850	0.9408	0.9700
0.3497	23.0435	530	0.8929	0.6345	0.8929	0.9449
0.3497	23.1304	532	0.7773	0.6897	0.7773	0.8816
0.3497	23.2174	534	0.7401	0.7413	0.7401	0.8603
0.3497	23.3043	536	0.7309	0.7042	0.7309	0.8549
0.3497	23.3913	538	0.7593	0.6897	0.7593	0.8714
0.3497	23.4783	540	0.8309	0.7105	0.8309	0.9115
0.3497	23.5652	542	0.8816	0.7329	0.8816	0.9390
0.3497	23.6522	544	0.9076	0.6962	0.9076	0.9527
0.3497	23.7391	546	0.8658	0.7105	0.8658	0.9305
0.3497	23.8261	548	0.8128	0.6939	0.8128	0.9016
0.3497	23.9130	550	0.7875	0.6912	0.7875	0.8874
0.3497	24.0	552	0.8164	0.6912	0.8164	0.9035
0.3497	24.0870	554	0.8883	0.6418	0.8883	0.9425
0.3497	24.1739	556	0.9517	0.6667	0.9517	0.9755
0.3497	24.2609	558	1.0632	0.6389	1.0632	1.0311
0.3497	24.3478	560	1.0917	0.6710	1.0917	1.0448
0.3497	24.4348	562	0.9978	0.6753	0.9978	0.9989
0.3497	24.5217	564	0.9269	0.6800	0.9269	0.9628
0.3497	24.6087	566	0.8901	0.6803	0.8901	0.9434
0.3497	24.6957	568	0.8099	0.7114	0.8099	0.8999
0.3497	24.7826	570	0.8042	0.7114	0.8042	0.8968
0.3497	24.8696	572	0.7411	0.7162	0.7411	0.8609
0.3497	24.9565	574	0.6789	0.7234	0.6789	0.8240
0.3497	25.0435	576	0.6621	0.7606	0.6621	0.8137
0.3497	25.1304	578	0.6698	0.7413	0.6698	0.8184
0.3497	25.2174	580	0.7377	0.6939	0.7377	0.8589
0.3497	25.3043	582	0.8506	0.7075	0.8506	0.9223
0.3497	25.3913	584	1.0023	0.6234	1.0023	1.0012
0.3497	25.4783	586	1.0432	0.6375	1.0432	1.0214
0.3497	25.5652	588	0.9578	0.6447	0.9578	0.9787
0.3497	25.6522	590	0.8868	0.6809	0.8868	0.9417
0.3497	25.7391	592	0.9057	0.6569	0.9057	0.9517
0.3497	25.8261	594	0.9315	0.6569	0.9315	0.9651
0.3497	25.9130	596	0.9738	0.6324	0.9738	0.9868
0.3497	26.0	598	1.0258	0.625	1.0258	1.0128
0.3497	26.0870	600	1.0340	0.6624	1.0340	1.0169
0.3497	26.1739	602	0.9362	0.6879	0.9362	0.9676
0.3497	26.2609	604	0.8326	0.6842	0.8326	0.9125
0.3497	26.3478	606	0.8155	0.6795	0.8155	0.9031
0.3497	26.4348	608	0.8696	0.7273	0.8696	0.9325
0.3497	26.5217	610	0.9880	0.7471	0.9880	0.9940
0.3497	26.6087	612	1.0488	0.6706	1.0488	1.0241
0.3497	26.6957	614	1.0228	0.6460	1.0228	1.0113
0.3497	26.7826	616	1.0057	0.6624	1.0057	1.0028
0.3497	26.8696	618	0.8964	0.6986	0.8964	0.9468
0.3497	26.9565	620	0.8470	0.7050	0.8470	0.9203
0.3497	27.0435	622	0.8178	0.7050	0.8178	0.9043
0.3497	27.1304	624	0.8531	0.6759	0.8531	0.9236
0.3497	27.2174	626	0.8733	0.6800	0.8733	0.9345
0.3497	27.3043	628	0.8260	0.6667	0.8260	0.9088
0.3497	27.3913	630	0.7977	0.6765	0.7977	0.8932
0.3497	27.4783	632	0.8239	0.7007	0.8239	0.9077
0.3497	27.5652	634	0.9097	0.6241	0.9097	0.9538
0.3497	27.6522	636	0.9868	0.6405	0.9868	0.9934
0.3497	27.7391	638	1.0693	0.6154	1.0693	1.0341
0.3497	27.8261	640	1.0163	0.6405	1.0163	1.0081
0.3497	27.9130	642	0.8830	0.6575	0.8830	0.9397
0.3497	28.0	644	0.8045	0.7234	0.8045	0.8969
0.3497	28.0870	646	0.7809	0.7183	0.7809	0.8837
0.3497	28.1739	648	0.7783	0.7273	0.7783	0.8822
0.3497	28.2609	650	0.8077	0.6980	0.8077	0.8987
0.3497	28.3478	652	0.8187	0.6800	0.8187	0.9048
0.3497	28.4348	654	0.7604	0.7133	0.7604	0.8720
0.3497	28.5217	656	0.7420	0.7361	0.7420	0.8614
0.3497	28.6087	658	0.7561	0.7361	0.7561	0.8695
0.3497	28.6957	660	0.7643	0.7361	0.7643	0.8742
0.3497	28.7826	662	0.7670	0.7361	0.7670	0.8758
0.3497	28.8696	664	0.8012	0.7105	0.8012	0.8951
0.3497	28.9565	666	0.8728	0.6797	0.8728	0.9342
0.3497	29.0435	668	0.9292	0.6405	0.9292	0.9639
0.3497	29.1304	670	0.8881	0.6846	0.8881	0.9424
0.3497	29.2174	672	0.8185	0.7143	0.8185	0.9047
0.3497	29.3043	674	0.7999	0.6715	0.7999	0.8944
0.3497	29.3913	676	0.7982	0.7042	0.7982	0.8934
0.3497	29.4783	678	0.8088	0.7222	0.8088	0.8993
0.3497	29.5652	680	0.8524	0.6933	0.8524	0.9233
0.3497	29.6522	682	0.8657	0.6708	0.8657	0.9304
0.3497	29.7391	684	0.8186	0.7117	0.8186	0.9048
0.3497	29.8261	686	0.7707	0.7531	0.7707	0.8779
0.3497	29.9130	688	0.7422	0.7547	0.7422	0.8615
0.3497	30.0	690	0.7564	0.7436	0.7564	0.8697
0.3497	30.0870	692	0.7850	0.72	0.7850	0.8860
0.3497	30.1739	694	0.8032	0.7376	0.8032	0.8962
0.3497	30.2609	696	0.8306	0.7050	0.8306	0.9113
0.3497	30.3478	698	0.8738	0.6765	0.8738	0.9348
0.3497	30.4348	700	0.8860	0.6765	0.8860	0.9413
0.3497	30.5217	702	0.8907	0.6765	0.8907	0.9438
0.3497	30.6087	704	0.8839	0.6765	0.8839	0.9402
0.3497	30.6957	706	0.8980	0.6471	0.8980	0.9476
0.3497	30.7826	708	0.8947	0.6338	0.8947	0.9459
0.3497	30.8696	710	0.8400	0.6621	0.8400	0.9165
0.3497	30.9565	712	0.8272	0.6621	0.8272	0.9095
0.3497	31.0435	714	0.8556	0.6389	0.8556	0.9250
0.3497	31.1304	716	0.8662	0.6434	0.8662	0.9307
0.3497	31.2174	718	0.9136	0.6338	0.9136	0.9558
0.3497	31.3043	720	0.9394	0.6475	0.9394	0.9692
0.3497	31.3913	722	0.9444	0.6471	0.9444	0.9718
0.3497	31.4783	724	0.9400	0.6569	0.9400	0.9695
0.3497	31.5652	726	0.9162	0.6418	0.9162	0.9572
0.3497	31.6522	728	0.9068	0.6617	0.9068	0.9522
0.3497	31.7391	730	0.9192	0.6418	0.9192	0.9587
0.3497	31.8261	732	0.9715	0.6569	0.9715	0.9857
0.3497	31.9130	734	0.9791	0.6571	0.9791	0.9895
0.3497	32.0	736	0.9144	0.6569	0.9144	0.9562
0.3497	32.0870	738	0.8716	0.6861	0.8716	0.9336
0.3497	32.1739	740	0.8745	0.6466	0.8745	0.9351
0.3497	32.2609	742	0.9000	0.6617	0.9000	0.9487
0.3497	32.3478	744	0.9668	0.6569	0.9668	0.9833
0.3497	32.4348	746	1.0997	0.5455	1.0997	1.0487
0.3497	32.5217	748	1.1869	0.5541	1.1869	1.0895
0.3497	32.6087	750	1.1877	0.5789	1.1877	1.0898
0.3497	32.6957	752	1.1041	0.5960	1.1041	1.0507
0.3497	32.7826	754	0.9716	0.6434	0.9716	0.9857
0.3497	32.8696	756	0.8718	0.6715	0.8718	0.9337
0.3497	32.9565	758	0.8456	0.7050	0.8456	0.9196
0.3497	33.0435	760	0.8466	0.6957	0.8466	0.9201
0.3497	33.1304	762	0.8890	0.6621	0.8890	0.9429
0.3497	33.2174	764	0.9588	0.6434	0.9588	0.9792
0.3497	33.3043	766	0.9609	0.6434	0.9609	0.9803
0.3497	33.3913	768	0.9183	0.6571	0.9183	0.9583
0.3497	33.4783	770	0.8601	0.6475	0.8601	0.9274
0.3497	33.5652	772	0.8461	0.6466	0.8461	0.9198
0.3497	33.6522	774	0.8620	0.6269	0.8620	0.9284
0.3497	33.7391	776	0.8954	0.6475	0.8954	0.9462
0.3497	33.8261	778	0.8936	0.6714	0.8936	0.9453
0.3497	33.9130	780	0.8990	0.6525	0.8990	0.9481
0.3497	34.0	782	0.9348	0.6389	0.9348	0.9668
0.3497	34.0870	784	0.9623	0.6338	0.9623	0.9810
0.3497	34.1739	786	0.9431	0.6475	0.9431	0.9711
0.3497	34.2609	788	0.9227	0.6765	0.9227	0.9606
0.3497	34.3478	790	0.9126	0.6765	0.9126	0.9553
0.3497	34.4348	792	0.9098	0.6765	0.9098	0.9538
0.3497	34.5217	794	0.9089	0.6434	0.9089	0.9534
0.3497	34.6087	796	0.9112	0.6667	0.9112	0.9546
0.3497	34.6957	798	0.8937	0.6883	0.8937	0.9454
0.3497	34.7826	800	0.8252	0.6839	0.8252	0.9084
0.3497	34.8696	802	0.7750	0.6974	0.7750	0.8803
0.3497	34.9565	804	0.7528	0.6759	0.7528	0.8677
0.3497	35.0435	806	0.7608	0.6901	0.7608	0.8722
0.3497	35.1304	808	0.8020	0.6901	0.8020	0.8955
0.3497	35.2174	810	0.8390	0.6950	0.8390	0.9160
0.3497	35.3043	812	0.8655	0.6763	0.8655	0.9303
0.3497	35.3913	814	0.8823	0.6571	0.8823	0.9393
0.3497	35.4783	816	0.8710	0.6571	0.8710	0.9333
0.3497	35.5652	818	0.8377	0.6950	0.8377	0.9152
0.3497	35.6522	820	0.8348	0.6957	0.8348	0.9136
0.3497	35.7391	822	0.8390	0.6950	0.8390	0.9160
0.3497	35.8261	824	0.8696	0.6806	0.8696	0.9325
0.3497	35.9130	826	0.8783	0.6933	0.8783	0.9372
0.3497	36.0	828	0.8986	0.7170	0.8986	0.9479
0.3497	36.0870	830	0.8959	0.6962	0.8959	0.9465
0.3497	36.1739	832	0.8766	0.6575	0.8766	0.9363
0.3497	36.2609	834	0.8974	0.6620	0.8974	0.9473
0.3497	36.3478	836	0.9271	0.6525	0.9271	0.9628
0.3497	36.4348	838	0.9347	0.6667	0.9347	0.9668
0.3497	36.5217	840	0.9323	0.6667	0.9323	0.9656
0.3497	36.6087	842	0.9221	0.6667	0.9221	0.9603
0.3497	36.6957	844	0.9468	0.6525	0.9468	0.9730
0.3497	36.7826	846	0.9978	0.6338	0.9978	0.9989
0.3497	36.8696	848	0.9893	0.6338	0.9893	0.9946
0.3497	36.9565	850	0.9714	0.6338	0.9714	0.9856
0.3497	37.0435	852	0.9530	0.6475	0.9530	0.9762
0.3497	37.1304	854	0.9837	0.6475	0.9837	0.9918
0.3497	37.2174	856	1.0001	0.6475	1.0001	1.0001
0.3497	37.3043	858	0.9764	0.6475	0.9764	0.9881
0.3497	37.3913	860	0.9757	0.6324	0.9757	0.9878
0.3497	37.4783	862	0.9666	0.6324	0.9666	0.9831
0.3497	37.5652	864	0.9416	0.6324	0.9416	0.9704
0.3497	37.6522	866	0.8963	0.6714	0.8963	0.9467
0.3497	37.7391	868	0.8687	0.6714	0.8687	0.9320
0.3497	37.8261	870	0.8672	0.6714	0.8672	0.9312
0.3497	37.9130	872	0.8969	0.6763	0.8969	0.9471
0.3497	38.0	874	0.9643	0.6486	0.9643	0.9820
0.3497	38.0870	876	1.0021	0.6486	1.0021	1.0010
0.3497	38.1739	878	0.9827	0.6338	0.9827	0.9913
0.3497	38.2609	880	0.9434	0.6763	0.9434	0.9713
0.3497	38.3478	882	0.9060	0.6260	0.9060	0.9518
0.3497	38.4348	884	0.8946	0.6308	0.8946	0.9458
0.3497	38.5217	886	0.8836	0.6260	0.8836	0.9400
0.3497	38.6087	888	0.8766	0.6818	0.8766	0.9363
0.3497	38.6957	890	0.9023	0.6364	0.9023	0.9499
0.3497	38.7826	892	0.9540	0.6571	0.9540	0.9767
0.3497	38.8696	894	1.0180	0.6164	1.0180	1.0090
0.3497	38.9565	896	1.0089	0.6259	1.0089	1.0045
0.3497	39.0435	898	0.9473	0.6434	0.9473	0.9733
0.3497	39.1304	900	0.9188	0.6571	0.9188	0.9585
0.3497	39.2174	902	0.8676	0.6370	0.8676	0.9315
0.3497	39.3043	904	0.8489	0.6618	0.8489	0.9214
0.3497	39.3913	906	0.8420	0.6618	0.8420	0.9176
0.3497	39.4783	908	0.8579	0.6567	0.8579	0.9263
0.3497	39.5652	910	0.8916	0.6418	0.8916	0.9443
0.3497	39.6522	912	0.9320	0.6571	0.9320	0.9654
0.3497	39.7391	914	0.9329	0.6434	0.9329	0.9659
0.3497	39.8261	916	0.9127	0.6434	0.9127	0.9553
0.3497	39.9130	918	0.8873	0.6765	0.8873	0.9420
0.3497	40.0	920	0.9096	0.6765	0.9096	0.9537
0.3497	40.0870	922	0.9233	0.6765	0.9233	0.9609
0.3497	40.1739	924	0.9362	0.6569	0.9362	0.9676
0.3497	40.2609	926	0.9174	0.6765	0.9174	0.9578
0.3497	40.3478	928	0.9128	0.6569	0.9128	0.9554
0.3497	40.4348	930	0.9508	0.6569	0.9508	0.9751
0.3497	40.5217	932	0.9906	0.6207	0.9906	0.9953
0.3497	40.6087	934	0.9757	0.6241	0.9757	0.9878
0.3497	40.6957	936	0.9205	0.6571	0.9205	0.9594
0.3497	40.7826	938	0.8636	0.6714	0.8636	0.9293
0.3497	40.8696	940	0.8289	0.6714	0.8289	0.9104
0.3497	40.9565	942	0.8206	0.6714	0.8206	0.9059
0.3497	41.0435	944	0.8254	0.6714	0.8254	0.9085
0.3497	41.1304	946	0.8275	0.6714	0.8275	0.9097
0.3497	41.2174	948	0.8544	0.6713	0.8544	0.9243
0.3497	41.3043	950	0.8697	0.6571	0.8697	0.9326
0.3497	41.3913	952	0.8599	0.6569	0.8599	0.9273
0.3497	41.4783	954	0.8590	0.6418	0.8590	0.9268
0.3497	41.5652	956	0.8377	0.6718	0.8377	0.9153
0.3497	41.6522	958	0.8268	0.6667	0.8268	0.9093
0.3497	41.7391	960	0.8317	0.6667	0.8317	0.9120
0.3497	41.8261	962	0.8620	0.6617	0.8620	0.9284
0.3497	41.9130	964	0.9233	0.6571	0.9233	0.9609
0.3497	42.0	966	0.9363	0.6571	0.9363	0.9676
0.3497	42.0870	968	0.9031	0.6571	0.9031	0.9503
0.3497	42.1739	970	0.8634	0.6765	0.8634	0.9292
0.3497	42.2609	972	0.8532	0.6765	0.8532	0.9237
0.3497	42.3478	974	0.8407	0.6857	0.8407	0.9169
0.3497	42.4348	976	0.8303	0.6715	0.8303	0.9112
0.3497	42.5217	978	0.8390	0.6857	0.8390	0.9160
0.3497	42.6087	980	0.8556	0.6569	0.8556	0.9250
0.3497	42.6957	982	0.8960	0.6569	0.8960	0.9466
0.3497	42.7826	984	0.9447	0.6569	0.9447	0.9720
0.3497	42.8696	986	0.9411	0.6569	0.9411	0.9701
0.3497	42.9565	988	0.9428	0.6569	0.9428	0.9710
0.3497	43.0435	990	0.9201	0.6765	0.9201	0.9592
0.3497	43.1304	992	0.9183	0.6765	0.9183	0.9583
0.3497	43.2174	994	0.9279	0.6471	0.9279	0.9633
0.3497	43.3043	996	0.9141	0.6765	0.9141	0.9561
0.3497	43.3913	998	0.8800	0.6716	0.8800	0.9381
0.067	43.4783	1000	0.8641	0.6716	0.8641	0.9296
0.067	43.5652	1002	0.8549	0.6716	0.8549	0.9246
0.067	43.6522	1004	0.8490	0.6963	0.8490	0.9214
0.067	43.7391	1006	0.8674	0.6620	0.8674	0.9313
0.067	43.8261	1008	0.9057	0.6575	0.9057	0.9517
0.067	43.9130	1010	0.9075	0.6575	0.9075	0.9527
0.067	44.0	1012	0.8925	0.6575	0.8925	0.9447
0.067	44.0870	1014	0.8518	0.6853	0.8518	0.9229
0.067	44.1739	1016	0.8224	0.6963	0.8224	0.9069
0.067	44.2609	1018	0.8257	0.6963	0.8257	0.9087
0.067	44.3478	1020	0.8411	0.7206	0.8411	0.9171
0.067	44.4348	1022	0.8383	0.6765	0.8383	0.9156
0.067	44.5217	1024	0.8217	0.6765	0.8217	0.9065
0.067	44.6087	1026	0.8057	0.7007	0.8057	0.8976
0.067	44.6957	1028	0.8088	0.6765	0.8088	0.8994
0.067	44.7826	1030	0.8268	0.6331	0.8268	0.9093
0.067	44.8696	1032	0.8114	0.6857	0.8114	0.9008
0.067	44.9565	1034	0.7931	0.7007	0.7931	0.8906
0.067	45.0435	1036	0.7751	0.7101	0.7751	0.8804
0.067	45.1304	1038	0.7699	0.6957	0.7699	0.8774
0.067	45.2174	1040	0.7815	0.6861	0.7815	0.8841
0.067	45.3043	1042	0.8242	0.6667	0.8242	0.9079
0.067	45.3913	1044	0.9162	0.6575	0.9162	0.9572
0.067	45.4783	1046	1.0245	0.6536	1.0245	1.0122
0.067	45.5652	1048	1.0681	0.6234	1.0681	1.0335
0.067	45.6522	1050	1.0494	0.6122	1.0494	1.0244

Framework versions

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