ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_task5_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: 0.8692
• Qwk: 0.4097
• Mse: 0.8692
• Rmse: 0.9323

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	0.0435	2	4.0244	-0.0213	4.0244	2.0061
No log	0.0870	4	2.6601	-0.0177	2.6601	1.6310
No log	0.1304	6	1.5824	0.0030	1.5824	1.2579
No log	0.1739	8	1.3882	0.0	1.3882	1.1782
No log	0.2174	10	1.4532	-0.0296	1.4532	1.2055
No log	0.2609	12	1.5783	-0.0107	1.5783	1.2563
No log	0.3043	14	1.6690	0.0530	1.6690	1.2919
No log	0.3478	16	1.4282	0.0	1.4282	1.1951
No log	0.3913	18	1.3261	-0.0148	1.3261	1.1516
No log	0.4348	20	1.2848	-0.0148	1.2848	1.1335
No log	0.4783	22	1.2148	0.0201	1.2148	1.1022
No log	0.5217	24	1.0807	0.2515	1.0807	1.0396
No log	0.5652	26	1.0323	0.2187	1.0323	1.0160
No log	0.6087	28	1.0196	0.2015	1.0196	1.0097
No log	0.6522	30	1.2820	0.0683	1.2820	1.1323
No log	0.6957	32	1.6353	0.0399	1.6353	1.2788
No log	0.7391	34	2.0589	0.1584	2.0589	1.4349
No log	0.7826	36	2.0397	0.1424	2.0397	1.4282
No log	0.8261	38	1.5953	0.1722	1.5953	1.2630
No log	0.8696	40	1.0682	0.2339	1.0682	1.0335
No log	0.9130	42	0.9429	0.3139	0.9429	0.9710
No log	0.9565	44	0.9098	0.3540	0.9098	0.9538
No log	1.0	46	0.9667	0.2171	0.9667	0.9832
No log	1.0435	48	1.1326	0.1860	1.1326	1.0642
No log	1.0870	50	1.4351	0.1690	1.4351	1.1979
No log	1.1304	52	1.6892	0.1128	1.6892	1.2997
No log	1.1739	54	1.7974	0.1448	1.7974	1.3407
No log	1.2174	56	1.5086	0.1491	1.5086	1.2283
No log	1.2609	58	1.0902	0.1835	1.0902	1.0441
No log	1.3043	60	0.8549	0.4371	0.8549	0.9246
No log	1.3478	62	1.0045	0.4228	1.0045	1.0023
No log	1.3913	64	0.9601	0.3714	0.9601	0.9798
No log	1.4348	66	0.8040	0.4762	0.8040	0.8966
No log	1.4783	68	0.9532	0.3010	0.9532	0.9763
No log	1.5217	70	1.2997	0.2664	1.2997	1.1400
No log	1.5652	72	1.4764	0.2364	1.4764	1.2151
No log	1.6087	74	1.4564	0.2243	1.4564	1.2068
No log	1.6522	76	1.2300	0.2771	1.2300	1.1091
No log	1.6957	78	0.9193	0.3622	0.9193	0.9588
No log	1.7391	80	0.8472	0.4524	0.8472	0.9204
No log	1.7826	82	0.8587	0.4644	0.8587	0.9267
No log	1.8261	84	0.9255	0.3680	0.9255	0.9620
No log	1.8696	86	0.9838	0.3467	0.9838	0.9919
No log	1.9130	88	0.9418	0.3196	0.9418	0.9705
No log	1.9565	90	0.8817	0.3762	0.8817	0.9390
No log	2.0	92	0.9337	0.4174	0.9337	0.9663
No log	2.0435	94	1.1919	0.2832	1.1919	1.0918
No log	2.0870	96	1.3542	0.2543	1.3542	1.1637
No log	2.1304	98	1.2531	0.2602	1.2531	1.1194
No log	2.1739	100	0.9878	0.4558	0.9878	0.9939
No log	2.2174	102	0.8034	0.4759	0.8034	0.8963
No log	2.2609	104	0.8567	0.3873	0.8567	0.9256
No log	2.3043	106	0.8434	0.4370	0.8434	0.9184
No log	2.3478	108	0.7870	0.4774	0.7870	0.8871
No log	2.3913	110	0.9235	0.4558	0.9235	0.9610
No log	2.4348	112	1.1188	0.2993	1.1188	1.0577
No log	2.4783	114	1.1148	0.2993	1.1148	1.0558
No log	2.5217	116	0.9573	0.4560	0.9573	0.9784
No log	2.5652	118	0.8112	0.4745	0.8112	0.9007
No log	2.6087	120	0.8461	0.4180	0.8461	0.9198
No log	2.6522	122	0.8650	0.3915	0.8650	0.9300
No log	2.6957	124	0.8388	0.4288	0.8388	0.9159
No log	2.7391	126	0.8865	0.4586	0.8865	0.9416
No log	2.7826	128	0.9929	0.5098	0.9929	0.9964
No log	2.8261	130	1.0219	0.5098	1.0219	1.0109
No log	2.8696	132	0.9307	0.4379	0.9307	0.9647
No log	2.9130	134	0.9158	0.4208	0.9158	0.9570
No log	2.9565	136	0.9766	0.3798	0.9766	0.9882
No log	3.0	138	0.9947	0.3669	0.9947	0.9974
No log	3.0435	140	0.9697	0.4285	0.9697	0.9847
No log	3.0870	142	0.9633	0.3939	0.9633	0.9815
No log	3.1304	144	1.0410	0.4641	1.0410	1.0203
No log	3.1739	146	1.0647	0.4906	1.0647	1.0319
No log	3.2174	148	0.9940	0.4422	0.9940	0.9970
No log	3.2609	150	0.9702	0.4513	0.9702	0.9850
No log	3.3043	152	0.9443	0.4298	0.9443	0.9717
No log	3.3478	154	0.9549	0.4540	0.9549	0.9772
No log	3.3913	156	0.9798	0.4213	0.9798	0.9898
No log	3.4348	158	0.9827	0.3802	0.9827	0.9913
No log	3.4783	160	0.9682	0.4143	0.9682	0.9840
No log	3.5217	162	0.9855	0.4921	0.9855	0.9927
No log	3.5652	164	1.0043	0.5020	1.0043	1.0021
No log	3.6087	166	1.0171	0.4907	1.0171	1.0085
No log	3.6522	168	0.9966	0.4590	0.9966	0.9983
No log	3.6957	170	0.9194	0.4388	0.9194	0.9588
No log	3.7391	172	0.8811	0.4273	0.8811	0.9386
No log	3.7826	174	0.8691	0.4148	0.8691	0.9322
No log	3.8261	176	0.8977	0.5487	0.8977	0.9475
No log	3.8696	178	0.9254	0.5110	0.9254	0.9620
No log	3.9130	180	0.8378	0.5192	0.8378	0.9153
No log	3.9565	182	0.8019	0.4540	0.8019	0.8955
No log	4.0	184	0.9362	0.2687	0.9362	0.9676
No log	4.0435	186	1.0631	0.3560	1.0631	1.0311
No log	4.0870	188	0.9967	0.4137	0.9967	0.9984
No log	4.1304	190	0.8471	0.3372	0.8471	0.9204
No log	4.1739	192	0.7666	0.5032	0.7666	0.8756
No log	4.2174	194	0.8057	0.6199	0.8057	0.8976
No log	4.2609	196	0.9018	0.5220	0.9018	0.9496
No log	4.3043	198	0.8651	0.5655	0.8651	0.9301
No log	4.3478	200	0.7677	0.4772	0.7677	0.8762
No log	4.3913	202	0.7787	0.4941	0.7787	0.8824
No log	4.4348	204	0.7837	0.4941	0.7837	0.8853
No log	4.4783	206	0.7742	0.4792	0.7742	0.8799
No log	4.5217	208	0.8035	0.5056	0.8035	0.8964
No log	4.5652	210	0.9028	0.5695	0.9028	0.9501
No log	4.6087	212	0.9125	0.5717	0.9125	0.9553
No log	4.6522	214	0.8580	0.4581	0.8580	0.9263
No log	4.6957	216	0.8094	0.4198	0.8094	0.8996
No log	4.7391	218	0.8060	0.4524	0.8060	0.8978
No log	4.7826	220	0.8092	0.4524	0.8092	0.8996
No log	4.8261	222	0.8117	0.4867	0.8117	0.9010
No log	4.8696	224	0.8736	0.5292	0.8736	0.9347
No log	4.9130	226	1.0244	0.4681	1.0244	1.0121
No log	4.9565	228	1.0600	0.4172	1.0600	1.0295
No log	5.0	230	0.9472	0.5372	0.9472	0.9733
No log	5.0435	232	0.8625	0.4198	0.8625	0.9287
No log	5.0870	234	0.9098	0.3181	0.9098	0.9538
No log	5.1304	236	1.0038	0.2904	1.0038	1.0019
No log	5.1739	238	0.9897	0.3359	0.9897	0.9949
No log	5.2174	240	0.9337	0.3610	0.9337	0.9663
No log	5.2609	242	0.9298	0.3922	0.9298	0.9643
No log	5.3043	244	1.0306	0.3623	1.0306	1.0152
No log	5.3478	246	1.0691	0.3405	1.0691	1.0340
No log	5.3913	248	1.0388	0.3414	1.0388	1.0192
No log	5.4348	250	0.9966	0.3643	0.9966	0.9983
No log	5.4783	252	0.9654	0.4288	0.9654	0.9826
No log	5.5217	254	0.9903	0.4565	0.9903	0.9951
No log	5.5652	256	0.9919	0.3804	0.9919	0.9960
No log	5.6087	258	0.9623	0.4232	0.9623	0.9810
No log	5.6522	260	0.9661	0.4850	0.9661	0.9829
No log	5.6957	262	1.0647	0.4500	1.0647	1.0318
No log	5.7391	264	1.1692	0.3879	1.1692	1.0813
No log	5.7826	266	1.0648	0.4252	1.0648	1.0319
No log	5.8261	268	0.8824	0.5	0.8824	0.9394
No log	5.8696	270	0.7868	0.5065	0.7868	0.8870
No log	5.9130	272	0.7343	0.5490	0.7343	0.8569
No log	5.9565	274	0.7533	0.4277	0.7533	0.8679
No log	6.0	276	0.7609	0.4277	0.7609	0.8723
No log	6.0435	278	0.7743	0.5359	0.7743	0.8800
No log	6.0870	280	0.8799	0.5232	0.8799	0.9380
No log	6.1304	282	1.0874	0.4879	1.0874	1.0428
No log	6.1739	284	1.1756	0.3983	1.1756	1.0843
No log	6.2174	286	1.0943	0.4494	1.0943	1.0461
No log	6.2609	288	0.9090	0.5039	0.9090	0.9534
No log	6.3043	290	0.8024	0.4862	0.8024	0.8958
No log	6.3478	292	0.7871	0.4626	0.7871	0.8872
No log	6.3913	294	0.7935	0.4626	0.7935	0.8908
No log	6.4348	296	0.7874	0.4762	0.7874	0.8874
No log	6.4783	298	0.7944	0.4329	0.7944	0.8913
No log	6.5217	300	0.8125	0.4346	0.8125	0.9014
No log	6.5652	302	0.8056	0.4180	0.8056	0.8976
No log	6.6087	304	0.8129	0.4563	0.8129	0.9016
No log	6.6522	306	0.8408	0.4594	0.8408	0.9170
No log	6.6957	308	0.8327	0.4269	0.8327	0.9125
No log	6.7391	310	0.8451	0.4269	0.8451	0.9193
No log	6.7826	312	0.8774	0.4017	0.8774	0.9367
No log	6.8261	314	0.8814	0.3996	0.8814	0.9389
No log	6.8696	316	0.9179	0.3859	0.9179	0.9581
No log	6.9130	318	0.9449	0.3465	0.9449	0.9721
No log	6.9565	320	0.9718	0.2770	0.9718	0.9858
No log	7.0	322	0.9861	0.3052	0.9861	0.9930
No log	7.0435	324	0.9746	0.3074	0.9746	0.9872
No log	7.0870	326	0.9684	0.3505	0.9684	0.9841
No log	7.1304	328	0.9632	0.3642	0.9632	0.9814
No log	7.1739	330	0.9473	0.3996	0.9473	0.9733
No log	7.2174	332	0.9695	0.4352	0.9695	0.9846
No log	7.2609	334	0.9921	0.4352	0.9921	0.9960
No log	7.3043	336	0.9793	0.4352	0.9793	0.9896
No log	7.3478	338	0.9621	0.4123	0.9621	0.9808
No log	7.3913	340	0.9412	0.3744	0.9412	0.9702
No log	7.4348	342	0.9275	0.4375	0.9275	0.9631
No log	7.4783	344	0.9401	0.4352	0.9401	0.9696
No log	7.5217	346	0.9784	0.4098	0.9784	0.9891
No log	7.5652	348	1.0681	0.4681	1.0681	1.0335
No log	7.6087	350	1.1397	0.3878	1.1397	1.0676
No log	7.6522	352	1.1532	0.4009	1.1532	1.0739
No log	7.6957	354	1.0865	0.4287	1.0865	1.0424
No log	7.7391	356	0.9664	0.4695	0.9664	0.9831
No log	7.7826	358	0.9246	0.4818	0.9246	0.9616
No log	7.8261	360	0.8995	0.5170	0.8995	0.9484
No log	7.8696	362	0.8548	0.4973	0.8548	0.9246
No log	7.9130	364	0.8587	0.4952	0.8587	0.9267
No log	7.9565	366	0.9297	0.4573	0.9297	0.9642
No log	8.0	368	0.9721	0.4667	0.9721	0.9859
No log	8.0435	370	0.9349	0.5147	0.9349	0.9669
No log	8.0870	372	0.8515	0.4946	0.8515	0.9228
No log	8.1304	374	0.7959	0.5317	0.7959	0.8921
No log	8.1739	376	0.7691	0.5129	0.7691	0.8770
No log	8.2174	378	0.7667	0.5139	0.7667	0.8756
No log	8.2609	380	0.7678	0.4894	0.7678	0.8763
No log	8.3043	382	0.7969	0.5660	0.7969	0.8927
No log	8.3478	384	0.8033	0.5983	0.8033	0.8963
No log	8.3913	386	0.8168	0.5279	0.8168	0.9037
No log	8.4348	388	0.7989	0.5112	0.7989	0.8938
No log	8.4783	390	0.7957	0.4524	0.7957	0.8920
No log	8.5217	392	0.8175	0.4422	0.8175	0.9041
No log	8.5652	394	0.8187	0.4304	0.8187	0.9048
No log	8.6087	396	0.8033	0.4660	0.8033	0.8962
No log	8.6522	398	0.8365	0.4857	0.8365	0.9146
No log	8.6957	400	0.8815	0.4840	0.8815	0.9389
No log	8.7391	402	0.8421	0.4853	0.8421	0.9177
No log	8.7826	404	0.7890	0.5330	0.7890	0.8882
No log	8.8261	406	0.8098	0.4560	0.8098	0.8999
No log	8.8696	408	0.8572	0.4355	0.8572	0.9259
No log	8.9130	410	0.8412	0.3835	0.8412	0.9172
No log	8.9565	412	0.8266	0.4918	0.8266	0.9092
No log	9.0	414	0.8789	0.5188	0.8789	0.9375
No log	9.0435	416	0.9509	0.4417	0.9509	0.9751
No log	9.0870	418	0.9324	0.4621	0.9324	0.9656
No log	9.1304	420	0.8853	0.4867	0.8853	0.9409
No log	9.1739	422	0.8590	0.4884	0.8590	0.9268
No log	9.2174	424	0.8454	0.4676	0.8454	0.9195
No log	9.2609	426	0.8511	0.4560	0.8511	0.9225
No log	9.3043	428	0.8409	0.4918	0.8409	0.9170
No log	9.3478	430	0.8487	0.4401	0.8487	0.9213
No log	9.3913	432	0.8793	0.4352	0.8793	0.9377
No log	9.4348	434	0.9059	0.4455	0.9059	0.9518
No log	9.4783	436	0.9266	0.5160	0.9266	0.9626
No log	9.5217	438	0.9019	0.4710	0.9019	0.9497
No log	9.5652	440	0.8755	0.4273	0.8755	0.9357
No log	9.6087	442	0.8709	0.4879	0.8709	0.9332
No log	9.6522	444	0.8796	0.4273	0.8796	0.9379
No log	9.6957	446	0.8985	0.4725	0.8985	0.9479
No log	9.7391	448	0.9502	0.4392	0.9502	0.9748
No log	9.7826	450	1.0149	0.4810	1.0149	1.0074
No log	9.8261	452	1.0295	0.4119	1.0295	1.0147
No log	9.8696	454	0.9736	0.4111	0.9736	0.9867
No log	9.9130	456	0.9012	0.4089	0.9012	0.9493
No log	9.9565	458	0.8895	0.3802	0.8895	0.9431
No log	10.0	460	0.8893	0.4385	0.8893	0.9430
No log	10.0435	462	0.9050	0.4128	0.9050	0.9513
No log	10.0870	464	0.9193	0.3760	0.9193	0.9588
No log	10.1304	466	0.9115	0.3760	0.9115	0.9547
No log	10.1739	468	0.8971	0.3760	0.8971	0.9472
No log	10.2174	470	0.8832	0.4133	0.8832	0.9398
No log	10.2609	472	0.8752	0.3859	0.8752	0.9355
No log	10.3043	474	0.8705	0.3859	0.8705	0.9330
No log	10.3478	476	0.8602	0.3583	0.8602	0.9275
No log	10.3913	478	0.8484	0.3583	0.8484	0.9211
No log	10.4348	480	0.8544	0.4180	0.8544	0.9244
No log	10.4783	482	0.8315	0.3802	0.8315	0.9119
No log	10.5217	484	0.8010	0.4776	0.8010	0.8950
No log	10.5652	486	0.7915	0.5529	0.7915	0.8896
No log	10.6087	488	0.8050	0.5415	0.8050	0.8972
No log	10.6522	490	0.8158	0.5036	0.8158	0.9032
No log	10.6957	492	0.8426	0.5035	0.8426	0.9179
No log	10.7391	494	0.8473	0.4912	0.8473	0.9205
No log	10.7826	496	0.8423	0.5317	0.8423	0.9178
No log	10.8261	498	0.8607	0.4209	0.8607	0.9277
0.3058	10.8696	500	0.8485	0.4180	0.8485	0.9212
0.3058	10.9130	502	0.8674	0.3782	0.8674	0.9314
0.3058	10.9565	504	0.8864	0.3782	0.8864	0.9415
0.3058	11.0	506	0.8927	0.4057	0.8927	0.9448
0.3058	11.0435	508	0.8985	0.4098	0.8985	0.9479
0.3058	11.0870	510	0.9051	0.4342	0.9051	0.9514
0.3058	11.1304	512	0.8878	0.4470	0.8878	0.9422
0.3058	11.1739	514	0.8515	0.5079	0.8515	0.9228
0.3058	11.2174	516	0.8413	0.5088	0.8413	0.9172
0.3058	11.2609	518	0.8353	0.4973	0.8353	0.9139
0.3058	11.3043	520	0.8503	0.4511	0.8503	0.9221
0.3058	11.3478	522	0.8742	0.4660	0.8742	0.9350
0.3058	11.3913	524	0.9306	0.3458	0.9306	0.9647
0.3058	11.4348	526	0.9636	0.2797	0.9636	0.9817
0.3058	11.4783	528	0.9298	0.3062	0.9298	0.9643
0.3058	11.5217	530	0.9063	0.3933	0.9063	0.9520
0.3058	11.5652	532	0.8805	0.4388	0.8805	0.9383
0.3058	11.6087	534	0.8612	0.4524	0.8612	0.9280
0.3058	11.6522	536	0.8417	0.4776	0.8417	0.9175
0.3058	11.6957	538	0.8199	0.5017	0.8199	0.9055
0.3058	11.7391	540	0.8050	0.4995	0.8050	0.8972
0.3058	11.7826	542	0.8094	0.4988	0.8094	0.8997
0.3058	11.8261	544	0.8115	0.5112	0.8115	0.9008
0.3058	11.8696	546	0.8083	0.4888	0.8083	0.8991
0.3058	11.9130	548	0.8065	0.4888	0.8065	0.8980
0.3058	11.9565	550	0.8138	0.4888	0.8138	0.9021
0.3058	12.0	552	0.8350	0.5348	0.8350	0.9138
0.3058	12.0435	554	0.9174	0.4570	0.9174	0.9578
0.3058	12.0870	556	0.9582	0.4792	0.9582	0.9789
0.3058	12.1304	558	0.8924	0.5255	0.8924	0.9447
0.3058	12.1739	560	0.8260	0.5455	0.8260	0.9088
0.3058	12.2174	562	0.8254	0.5373	0.8254	0.9085
0.3058	12.2609	564	0.8292	0.5373	0.8292	0.9106
0.3058	12.3043	566	0.8369	0.4705	0.8369	0.9148
0.3058	12.3478	568	0.8303	0.4923	0.8303	0.9112
0.3058	12.3913	570	0.8298	0.4923	0.8298	0.9110
0.3058	12.4348	572	0.8269	0.5032	0.8269	0.9093
0.3058	12.4783	574	0.8308	0.5373	0.8308	0.9115
0.3058	12.5217	576	0.8515	0.4903	0.8515	0.9228
0.3058	12.5652	578	0.8694	0.4782	0.8694	0.9324
0.3058	12.6087	580	0.8763	0.4784	0.8763	0.9361
0.3058	12.6522	582	0.8868	0.4297	0.8868	0.9417
0.3058	12.6957	584	0.9202	0.4359	0.9202	0.9593
0.3058	12.7391	586	0.9676	0.4342	0.9676	0.9837
0.3058	12.7826	588	0.9737	0.3844	0.9737	0.9868
0.3058	12.8261	590	0.9358	0.3804	0.9358	0.9674
0.3058	12.8696	592	0.8881	0.4186	0.8881	0.9424
0.3058	12.9130	594	0.8703	0.4345	0.8703	0.9329
0.3058	12.9565	596	0.8762	0.4048	0.8762	0.9360
0.3058	13.0	598	0.8735	0.4027	0.8735	0.9346
0.3058	13.0435	600	0.9056	0.4727	0.9056	0.9516
0.3058	13.0870	602	0.9885	0.4929	0.9885	0.9942
0.3058	13.1304	604	1.0915	0.4681	1.0915	1.0447
0.3058	13.1739	606	1.0849	0.4681	1.0849	1.0416
0.3058	13.2174	608	1.0059	0.4920	1.0059	1.0029
0.3058	13.2609	610	0.9140	0.4495	0.9140	0.9560
0.3058	13.3043	612	0.8860	0.3985	0.8860	0.9413
0.3058	13.3478	614	0.9544	0.4699	0.9544	0.9770
0.3058	13.3913	616	0.9771	0.4421	0.9771	0.9885
0.3058	13.4348	618	0.9373	0.4202	0.9373	0.9681
0.3058	13.4783	620	0.8740	0.3873	0.8740	0.9349
0.3058	13.5217	622	0.8749	0.4883	0.8749	0.9354
0.3058	13.5652	624	0.8926	0.5346	0.8926	0.9448
0.3058	13.6087	626	0.8967	0.5117	0.8967	0.9470
0.3058	13.6522	628	0.8953	0.4511	0.8953	0.9462
0.3058	13.6957	630	0.9144	0.3343	0.9144	0.9562
0.3058	13.7391	632	0.9505	0.2850	0.9505	0.9749
0.3058	13.7826	634	0.9396	0.2692	0.9396	0.9693
0.3058	13.8261	636	0.9119	0.4269	0.9119	0.9550
0.3058	13.8696	638	0.9137	0.4353	0.9137	0.9559
0.3058	13.9130	640	0.9631	0.4335	0.9631	0.9814
0.3058	13.9565	642	1.0082	0.3929	1.0082	1.0041
0.3058	14.0	644	1.0036	0.3897	1.0036	1.0018
0.3058	14.0435	646	0.9662	0.4280	0.9662	0.9829
0.3058	14.0870	648	0.9453	0.4158	0.9453	0.9723
0.3058	14.1304	650	0.9262	0.4082	0.9262	0.9624
0.3058	14.1739	652	0.9173	0.4336	0.9173	0.9578
0.3058	14.2174	654	0.9133	0.4336	0.9133	0.9557
0.3058	14.2609	656	0.9067	0.4309	0.9067	0.9522
0.3058	14.3043	658	0.8974	0.4309	0.8974	0.9473
0.3058	14.3478	660	0.8766	0.4450	0.8766	0.9363
0.3058	14.3913	662	0.8417	0.4468	0.8417	0.9175
0.3058	14.4348	664	0.8043	0.4468	0.8043	0.8968
0.3058	14.4783	666	0.7732	0.5127	0.7732	0.8793
0.3058	14.5217	668	0.7548	0.5361	0.7548	0.8688
0.3058	14.5652	670	0.7476	0.5361	0.7476	0.8646
0.3058	14.6087	672	0.7375	0.5722	0.7375	0.8588
0.3058	14.6522	674	0.7316	0.5503	0.7316	0.8553
0.3058	14.6957	676	0.7463	0.5597	0.7463	0.8639
0.3058	14.7391	678	0.7812	0.4858	0.7812	0.8839
0.3058	14.7826	680	0.8089	0.4601	0.8089	0.8994
0.3058	14.8261	682	0.8363	0.4696	0.8363	0.9145
0.3058	14.8696	684	0.8229	0.4712	0.8229	0.9072
0.3058	14.9130	686	0.8033	0.4599	0.8033	0.8963
0.3058	14.9565	688	0.7684	0.4981	0.7684	0.8766
0.3058	15.0	690	0.7487	0.5472	0.7487	0.8653
0.3058	15.0435	692	0.7458	0.5388	0.7458	0.8636
0.3058	15.0870	694	0.7546	0.5246	0.7546	0.8687
0.3058	15.1304	696	0.7664	0.4478	0.7664	0.8754
0.3058	15.1739	698	0.7766	0.4958	0.7766	0.8813
0.3058	15.2174	700	0.7611	0.5334	0.7611	0.8724
0.3058	15.2609	702	0.7389	0.5346	0.7389	0.8596
0.3058	15.3043	704	0.7325	0.5700	0.7325	0.8559
0.3058	15.3478	706	0.7217	0.5735	0.7217	0.8495
0.3058	15.3913	708	0.7249	0.5845	0.7249	0.8514
0.3058	15.4348	710	0.7324	0.5647	0.7324	0.8558
0.3058	15.4783	712	0.7504	0.5069	0.7504	0.8662
0.3058	15.5217	714	0.7613	0.4675	0.7613	0.8725
0.3058	15.5652	716	0.7597	0.4797	0.7597	0.8716
0.3058	15.6087	718	0.7619	0.4882	0.7619	0.8729
0.3058	15.6522	720	0.7690	0.4862	0.7690	0.8769
0.3058	15.6957	722	0.7677	0.4862	0.7677	0.8762
0.3058	15.7391	724	0.7671	0.4847	0.7671	0.8758
0.3058	15.7826	726	0.7691	0.5318	0.7691	0.8770
0.3058	15.8261	728	0.7768	0.5318	0.7768	0.8813
0.3058	15.8696	730	0.7732	0.5708	0.7732	0.8793
0.3058	15.9130	732	0.7613	0.5546	0.7613	0.8725
0.3058	15.9565	734	0.7602	0.4893	0.7602	0.8719
0.3058	16.0	736	0.7676	0.5025	0.7676	0.8761
0.3058	16.0435	738	0.7716	0.5025	0.7716	0.8784
0.3058	16.0870	740	0.8053	0.5093	0.8053	0.8974
0.3058	16.1304	742	0.8467	0.5088	0.8467	0.9202
0.3058	16.1739	744	0.8816	0.5292	0.8816	0.9389
0.3058	16.2174	746	0.8863	0.4828	0.8863	0.9415
0.3058	16.2609	748	0.8642	0.4576	0.8642	0.9297
0.3058	16.3043	750	0.8316	0.4216	0.8316	0.9119
0.3058	16.3478	752	0.8115	0.4610	0.8115	0.9009
0.3058	16.3913	754	0.8087	0.4610	0.8087	0.8993
0.3058	16.4348	756	0.8174	0.4610	0.8174	0.9041
0.3058	16.4783	758	0.8338	0.5093	0.8338	0.9131
0.3058	16.5217	760	0.8882	0.5147	0.8882	0.9424
0.3058	16.5652	762	0.9621	0.5119	0.9621	0.9809
0.3058	16.6087	764	1.0425	0.4885	1.0425	1.0210
0.3058	16.6522	766	0.9999	0.4792	0.9999	0.9999
0.3058	16.6957	768	0.9113	0.4916	0.9113	0.9546
0.3058	16.7391	770	0.8562	0.4824	0.8562	0.9253
0.3058	16.7826	772	0.8061	0.5117	0.8061	0.8978
0.3058	16.8261	774	0.7958	0.4882	0.7958	0.8921
0.3058	16.8696	776	0.8026	0.4882	0.8026	0.8959
0.3058	16.9130	778	0.8123	0.4882	0.8123	0.9013
0.3058	16.9565	780	0.8253	0.4882	0.8253	0.9084
0.3058	17.0	782	0.8682	0.4981	0.8682	0.9318
0.3058	17.0435	784	0.9186	0.5183	0.9186	0.9584
0.3058	17.0870	786	0.9335	0.5243	0.9335	0.9662
0.3058	17.1304	788	0.9308	0.5255	0.9308	0.9648
0.3058	17.1739	790	0.9335	0.5255	0.9335	0.9662
0.3058	17.2174	792	0.9492	0.5439	0.9492	0.9742
0.3058	17.2609	794	0.9380	0.4929	0.9380	0.9685
0.3058	17.3043	796	0.9231	0.4929	0.9231	0.9608
0.3058	17.3478	798	0.8967	0.4711	0.8967	0.9469
0.3058	17.3913	800	0.8937	0.4220	0.8937	0.9454
0.3058	17.4348	802	0.8996	0.3921	0.8996	0.9485
0.3058	17.4783	804	0.8898	0.3902	0.8898	0.9433
0.3058	17.5217	806	0.8806	0.4028	0.8806	0.9384
0.3058	17.5652	808	0.8604	0.4028	0.8604	0.9276
0.3058	17.6087	810	0.8432	0.4216	0.8432	0.9182
0.3058	17.6522	812	0.8282	0.4483	0.8282	0.9101
0.3058	17.6957	814	0.8404	0.4603	0.8404	0.9167
0.3058	17.7391	816	0.8565	0.5243	0.8565	0.9255
0.3058	17.7826	818	0.8314	0.5072	0.8314	0.9118
0.3058	17.8261	820	0.7929	0.5678	0.7929	0.8905
0.3058	17.8696	822	0.7778	0.5703	0.7778	0.8819
0.3058	17.9130	824	0.7757	0.5500	0.7757	0.8807
0.3058	17.9565	826	0.7749	0.5587	0.7749	0.8803
0.3058	18.0	828	0.7823	0.5582	0.7823	0.8845
0.3058	18.0435	830	0.7946	0.5317	0.7946	0.8914
0.3058	18.0870	832	0.8009	0.5317	0.8009	0.8949
0.3058	18.1304	834	0.7931	0.5316	0.7931	0.8906
0.3058	18.1739	836	0.7786	0.5381	0.7786	0.8824
0.3058	18.2174	838	0.7745	0.5314	0.7745	0.8800
0.3058	18.2609	840	0.7754	0.5314	0.7754	0.8805
0.3058	18.3043	842	0.7673	0.5315	0.7673	0.8759
0.3058	18.3478	844	0.7649	0.4642	0.7649	0.8746
0.3058	18.3913	846	0.7890	0.4082	0.7890	0.8883
0.3058	18.4348	848	0.8550	0.4839	0.8550	0.9246
0.3058	18.4783	850	0.9789	0.4583	0.9789	0.9894
0.3058	18.5217	852	1.1334	0.4252	1.1334	1.0646
0.3058	18.5652	854	1.1980	0.4114	1.1980	1.0945
0.3058	18.6087	856	1.1345	0.4288	1.1345	1.0651
0.3058	18.6522	858	1.0043	0.4988	1.0043	1.0022
0.3058	18.6957	860	0.8916	0.4836	0.8916	0.9442
0.3058	18.7391	862	0.8198	0.4742	0.8198	0.9054
0.3058	18.7826	864	0.8027	0.4878	0.8027	0.8959
0.3058	18.8261	866	0.7969	0.4878	0.7969	0.8927
0.3058	18.8696	868	0.8057	0.4878	0.8057	0.8976
0.3058	18.9130	870	0.8191	0.4499	0.8191	0.9051
0.3058	18.9565	872	0.8523	0.4968	0.8523	0.9232
0.3058	19.0	874	0.9144	0.5451	0.9144	0.9562
0.3058	19.0435	876	0.9638	0.5639	0.9638	0.9817
0.3058	19.0870	878	0.9575	0.5639	0.9575	0.9785
0.3058	19.1304	880	0.8970	0.5466	0.8970	0.9471
0.3058	19.1739	882	0.8448	0.4968	0.8448	0.9191
0.3058	19.2174	884	0.8108	0.5107	0.8108	0.9004
0.3058	19.2609	886	0.8085	0.4439	0.8085	0.8992
0.3058	19.3043	888	0.8241	0.4733	0.8241	0.9078
0.3058	19.3478	890	0.8324	0.4644	0.8324	0.9124
0.3058	19.3913	892	0.8317	0.4733	0.8317	0.9120
0.3058	19.4348	894	0.8291	0.4691	0.8291	0.9106
0.3058	19.4783	896	0.8346	0.4774	0.8346	0.9136
0.3058	19.5217	898	0.8399	0.4789	0.8399	0.9164
0.3058	19.5652	900	0.8436	0.4544	0.8436	0.9185
0.3058	19.6087	902	0.8459	0.4544	0.8459	0.9197
0.3058	19.6522	904	0.8465	0.4776	0.8465	0.9201
0.3058	19.6957	906	0.8401	0.4659	0.8401	0.9166
0.3058	19.7391	908	0.8344	0.4524	0.8344	0.9135
0.3058	19.7826	910	0.8315	0.4659	0.8315	0.9119
0.3058	19.8261	912	0.8305	0.4313	0.8305	0.9113
0.3058	19.8696	914	0.8343	0.4313	0.8343	0.9134
0.3058	19.9130	916	0.8393	0.4444	0.8393	0.9161
0.3058	19.9565	918	0.8566	0.4069	0.8566	0.9255
0.3058	20.0	920	0.8660	0.4087	0.8660	0.9306
0.3058	20.0435	922	0.8632	0.4156	0.8632	0.9291
0.3058	20.0870	924	0.8607	0.4398	0.8607	0.9278
0.3058	20.1304	926	0.8660	0.4234	0.8660	0.9306
0.3058	20.1739	928	0.8878	0.4858	0.8878	0.9422
0.3058	20.2174	930	0.9334	0.4836	0.9334	0.9661
0.3058	20.2609	932	0.9510	0.5639	0.9510	0.9752
0.3058	20.3043	934	0.9410	0.5639	0.9410	0.9700
0.3058	20.3478	936	0.9129	0.4836	0.9129	0.9555
0.3058	20.3913	938	0.8887	0.4738	0.8887	0.9427
0.3058	20.4348	940	0.8750	0.4752	0.8750	0.9354
0.3058	20.4783	942	0.8734	0.4974	0.8734	0.9346
0.3058	20.5217	944	0.8847	0.4727	0.8847	0.9406
0.3058	20.5652	946	0.9043	0.4495	0.9043	0.9510
0.3058	20.6087	948	0.9021	0.4727	0.9021	0.9498
0.3058	20.6522	950	0.8867	0.4727	0.8867	0.9416
0.3058	20.6957	952	0.8727	0.4728	0.8727	0.9342
0.3058	20.7391	954	0.8660	0.4478	0.8660	0.9306
0.3058	20.7826	956	0.8595	0.4216	0.8595	0.9271
0.3058	20.8261	958	0.8453	0.3941	0.8453	0.9194
0.3058	20.8696	960	0.8434	0.3941	0.8434	0.9184
0.3058	20.9130	962	0.8496	0.4478	0.8496	0.9218
0.3058	20.9565	964	0.8571	0.4478	0.8571	0.9258
0.3058	21.0	966	0.8545	0.4483	0.8545	0.9244
0.3058	21.0435	968	0.8640	0.4726	0.8640	0.9295
0.3058	21.0870	970	0.8578	0.4727	0.8578	0.9262
0.3058	21.1304	972	0.8582	0.4727	0.8582	0.9264
0.3058	21.1739	974	0.8446	0.4216	0.8446	0.9190
0.3058	21.2174	976	0.8386	0.3941	0.8386	0.9157
0.3058	21.2609	978	0.8439	0.3942	0.8439	0.9187
0.3058	21.3043	980	0.8547	0.3942	0.8547	0.9245
0.3058	21.3478	982	0.8595	0.3942	0.8595	0.9271
0.3058	21.3913	984	0.8692	0.4097	0.8692	0.9323

Framework versions

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