ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k17_task3_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: 0.5008
• Qwk: 0.3043
• Mse: 0.5008
• Rmse: 0.7077

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	0.0202	2	3.1202	-0.0075	3.1202	1.7664
No log	0.0404	4	1.4650	-0.0070	1.4650	1.2104
No log	0.0606	6	1.4814	0.0255	1.4814	1.2171
No log	0.0808	8	1.3220	0.0	1.3220	1.1498
No log	0.1010	10	0.9958	0.0	0.9958	0.9979
No log	0.1212	12	0.8171	-0.0877	0.8171	0.9040
No log	0.1414	14	0.8379	-0.0598	0.8379	0.9154
No log	0.1616	16	0.9831	0.0038	0.9831	0.9915
No log	0.1818	18	1.0288	0.0	1.0288	1.0143
No log	0.2020	20	0.9294	-0.0081	0.9294	0.9641
No log	0.2222	22	0.7809	-0.0505	0.7809	0.8837
No log	0.2424	24	0.7836	-0.0621	0.7836	0.8852
No log	0.2626	26	0.6681	0.0400	0.6681	0.8174
No log	0.2828	28	0.6486	0.0400	0.6486	0.8053
No log	0.3030	30	0.6434	0.0725	0.6434	0.8021
No log	0.3232	32	0.6557	0.0638	0.6557	0.8098
No log	0.3434	34	0.7897	-0.0994	0.7897	0.8887
No log	0.3636	36	1.3045	-0.0190	1.3045	1.1422
No log	0.3838	38	1.0992	-0.1000	1.0992	1.0485
No log	0.4040	40	0.7986	-0.0115	0.7986	0.8937
No log	0.4242	42	0.8661	0.0249	0.8661	0.9307
No log	0.4444	44	0.8435	0.0359	0.8435	0.9184
No log	0.4646	46	0.7442	0.1605	0.7442	0.8627
No log	0.4848	48	0.9275	0.1691	0.9275	0.9631
No log	0.5051	50	0.9322	0.1549	0.9322	0.9655
No log	0.5253	52	1.0618	0.1417	1.0618	1.0304
No log	0.5455	54	1.1771	0.1601	1.1771	1.0850
No log	0.5657	56	0.8693	0.1588	0.8693	0.9324
No log	0.5859	58	0.6143	0.3103	0.6143	0.7837
No log	0.6061	60	0.5929	0.1908	0.5929	0.7700
No log	0.6263	62	0.5388	0.4227	0.5388	0.7340
No log	0.6465	64	0.6211	0.3744	0.6211	0.7881
No log	0.6667	66	0.5776	0.3237	0.5776	0.7600
No log	0.6869	68	0.7174	0.2986	0.7174	0.8470
No log	0.7071	70	0.8279	0.3455	0.8279	0.9099
No log	0.7273	72	0.5566	0.2000	0.5566	0.7460
No log	0.7475	74	0.5758	0.4348	0.5758	0.7588
No log	0.7677	76	0.5782	0.4098	0.5782	0.7604
No log	0.7879	78	0.5767	0.2179	0.5767	0.7594
No log	0.8081	80	0.6405	0.4341	0.6405	0.8003
No log	0.8283	82	0.9939	0.1169	0.9939	0.9970
No log	0.8485	84	0.8162	0.1289	0.8162	0.9034
No log	0.8687	86	0.5535	0.2707	0.5535	0.7440
No log	0.8889	88	0.9715	0.2000	0.9715	0.9857
No log	0.9091	90	1.0162	0.1396	1.0162	1.0080
No log	0.9293	92	0.5636	0.3200	0.5636	0.7508
No log	0.9495	94	0.7472	0.3480	0.7472	0.8644
No log	0.9697	96	0.6783	0.3761	0.6783	0.8236
No log	0.9899	98	0.6065	0.2919	0.6065	0.7788
No log	1.0101	100	0.6810	0.2811	0.6810	0.8252
No log	1.0303	102	0.5764	0.3367	0.5764	0.7592
No log	1.0505	104	0.5685	0.4393	0.5685	0.7540
No log	1.0707	106	0.7117	0.2269	0.7117	0.8436
No log	1.0909	108	1.0312	0.1304	1.0312	1.0155
No log	1.1111	110	0.7441	0.2863	0.7441	0.8626
No log	1.1313	112	0.7559	0.2836	0.7559	0.8694
No log	1.1515	114	0.8133	0.2000	0.8133	0.9018
No log	1.1717	116	0.6235	0.4234	0.6235	0.7896
No log	1.1919	118	0.9288	0.1877	0.9288	0.9637
No log	1.2121	120	0.7834	0.1867	0.7834	0.8851
No log	1.2323	122	0.5613	0.4766	0.5613	0.7492
No log	1.2525	124	0.8128	0.2146	0.8128	0.9015
No log	1.2727	126	0.9363	0.1169	0.9363	0.9676
No log	1.2929	128	0.5840	0.2917	0.5840	0.7642
No log	1.3131	130	0.5901	0.2688	0.5901	0.7682
No log	1.3333	132	0.8357	0.2000	0.8357	0.9142
No log	1.3535	134	0.6437	0.2637	0.6437	0.8023
No log	1.3737	136	0.5446	0.3905	0.5446	0.7379
No log	1.3939	138	0.8628	0.25	0.8628	0.9289
No log	1.4141	140	0.6920	0.3846	0.6920	0.8319
No log	1.4343	142	0.6791	0.3422	0.6791	0.8241
No log	1.4545	144	1.1023	0.2464	1.1023	1.0499
No log	1.4747	146	1.1590	0.2464	1.1590	1.0766
No log	1.4949	148	0.7874	0.3391	0.7874	0.8874
No log	1.5152	150	0.6870	0.3920	0.6870	0.8288
No log	1.5354	152	0.6633	0.3333	0.6633	0.8145
No log	1.5556	154	0.6732	0.3162	0.6732	0.8205
No log	1.5758	156	0.7233	0.2432	0.7233	0.8505
No log	1.5960	158	0.6567	0.3898	0.6567	0.8104
No log	1.6162	160	0.6968	0.3242	0.6968	0.8347
No log	1.6364	162	0.6542	0.3548	0.6542	0.8088
No log	1.6566	164	0.6763	0.3116	0.6763	0.8224
No log	1.6768	166	0.6683	0.3116	0.6683	0.8175
No log	1.6970	168	0.6641	0.2227	0.6641	0.8149
No log	1.7172	170	0.9245	0.2000	0.9245	0.9615
No log	1.7374	172	1.0453	0.1692	1.0453	1.0224
No log	1.7576	174	1.1530	0.1407	1.1530	1.0738
No log	1.7778	176	0.8045	0.2137	0.8045	0.8969
No log	1.7980	178	0.7850	0.3702	0.7850	0.8860
No log	1.8182	180	1.0113	0.2000	1.0113	1.0056
No log	1.8384	182	0.8544	0.3153	0.8544	0.9244
No log	1.8586	184	0.6050	0.4093	0.6050	0.7778
No log	1.8788	186	0.7944	0.2000	0.7944	0.8913
No log	1.8990	188	0.8508	0.2000	0.8508	0.9224
No log	1.9192	190	0.8244	0.2000	0.8244	0.9079
No log	1.9394	192	0.7754	0.2000	0.7754	0.8806
No log	1.9596	194	0.5956	0.3973	0.5956	0.7718
No log	1.9798	196	0.6024	0.4019	0.6024	0.7761
No log	2.0	198	0.6764	0.3427	0.6764	0.8224
No log	2.0202	200	0.6039	0.3684	0.6039	0.7771
No log	2.0404	202	0.8877	0.2191	0.8877	0.9422
No log	2.0606	204	0.9836	0.1939	0.9836	0.9918
No log	2.0808	206	0.9734	0.1939	0.9734	0.9866
No log	2.1010	208	0.6820	0.3702	0.6820	0.8258
No log	2.1212	210	0.6807	0.3077	0.6807	0.8251
No log	2.1414	212	0.6606	0.3077	0.6606	0.8128
No log	2.1616	214	0.6086	0.3917	0.6086	0.7801
No log	2.1818	216	0.6038	0.2593	0.6038	0.7771
No log	2.2020	218	0.6692	0.1765	0.6692	0.8180
No log	2.2222	220	0.8044	0.2744	0.8044	0.8969
No log	2.2424	222	0.6413	0.1841	0.6413	0.8008
No log	2.2626	224	0.5432	0.4680	0.5432	0.7370
No log	2.2828	226	0.8351	0.2294	0.8351	0.9138
No log	2.3030	228	0.7619	0.3645	0.7619	0.8729
No log	2.3232	230	0.5485	0.2850	0.5485	0.7406
No log	2.3434	232	0.6065	0.2245	0.6065	0.7788
No log	2.3636	234	0.5643	0.2871	0.5643	0.7512
No log	2.3838	236	0.6487	0.4010	0.6487	0.8054
No log	2.4040	238	0.8128	0.2744	0.8128	0.9016
No log	2.4242	240	0.6200	0.3786	0.6200	0.7874
No log	2.4444	242	0.5708	0.3271	0.5708	0.7555
No log	2.4646	244	0.5874	0.3704	0.5874	0.7664
No log	2.4848	246	0.5651	0.3939	0.5651	0.7517
No log	2.5051	248	0.5551	0.3939	0.5551	0.7451
No log	2.5253	250	0.5227	0.4977	0.5227	0.7230
No log	2.5455	252	0.5116	0.4286	0.5116	0.7153
No log	2.5657	254	0.5075	0.3978	0.5075	0.7124
No log	2.5859	256	0.6257	0.3575	0.6257	0.7910
No log	2.6061	258	0.6607	0.3231	0.6607	0.8128
No log	2.6263	260	0.5079	0.2970	0.5079	0.7127
No log	2.6465	262	0.5207	0.3520	0.5207	0.7216
No log	2.6667	264	0.5093	0.3636	0.5093	0.7137
No log	2.6869	266	0.4859	0.2941	0.4859	0.6970
No log	2.7071	268	0.5085	0.3369	0.5085	0.7131
No log	2.7273	270	0.4763	0.4468	0.4763	0.6901
No log	2.7475	272	0.4620	0.4286	0.4620	0.6797
No log	2.7677	274	0.5345	0.3617	0.5345	0.7311
No log	2.7879	276	0.5696	0.3927	0.5696	0.7547
No log	2.8081	278	0.4654	0.4286	0.4654	0.6822
No log	2.8283	280	0.5938	0.3607	0.5938	0.7706
No log	2.8485	282	0.7338	0.3394	0.7338	0.8566
No log	2.8687	284	0.6462	0.3665	0.6462	0.8039
No log	2.8889	286	0.4542	0.4583	0.4542	0.6740
No log	2.9091	288	0.4785	0.4	0.4785	0.6918
No log	2.9293	290	0.5448	0.4171	0.5448	0.7381
No log	2.9495	292	0.4432	0.4709	0.4432	0.6657
No log	2.9697	294	0.5138	0.3684	0.5138	0.7168
No log	2.9899	296	0.6422	0.3143	0.6422	0.8014
No log	3.0101	298	0.6085	0.3704	0.6085	0.7801
No log	3.0303	300	0.4529	0.5745	0.4529	0.6730
No log	3.0505	302	0.4656	0.4694	0.4656	0.6824
No log	3.0707	304	0.4840	0.5025	0.4840	0.6957
No log	3.0909	306	0.5101	0.4732	0.5101	0.7142
No log	3.1111	308	0.4898	0.4872	0.4898	0.6998
No log	3.1313	310	0.5000	0.4051	0.5000	0.7071
No log	3.1515	312	0.5436	0.3214	0.5436	0.7373
No log	3.1717	314	0.5235	0.3725	0.5235	0.7235
No log	3.1919	316	0.5118	0.3814	0.5118	0.7154
No log	3.2121	318	0.5341	0.3831	0.5341	0.7308
No log	3.2323	320	0.4781	0.3043	0.4781	0.6914
No log	3.2525	322	0.5638	0.4404	0.5638	0.7508
No log	3.2727	324	0.5527	0.4404	0.5527	0.7434
No log	3.2929	326	0.4838	0.3258	0.4838	0.6956
No log	3.3131	328	0.6439	0.2000	0.6439	0.8025
No log	3.3333	330	0.7568	0.3021	0.7568	0.8699
No log	3.3535	332	0.6721	0.2381	0.6721	0.8198
No log	3.3737	334	0.4954	0.3978	0.4954	0.7039
No log	3.3939	336	0.6799	0.3905	0.6799	0.8246
No log	3.4141	338	0.7047	0.4074	0.7047	0.8394
No log	3.4343	340	0.5258	0.4	0.5258	0.7251
No log	3.4545	342	0.5415	0.3814	0.5415	0.7358
No log	3.4747	344	0.6293	0.2865	0.6293	0.7933
No log	3.4949	346	0.5195	0.3371	0.5195	0.7208
No log	3.5152	348	0.4730	0.3520	0.4730	0.6878
No log	3.5354	350	0.4835	0.3708	0.4835	0.6954
No log	3.5556	352	0.4724	0.3661	0.4724	0.6873
No log	3.5758	354	0.4882	0.3333	0.4882	0.6987
No log	3.5960	356	0.5218	0.2749	0.5218	0.7224
No log	3.6162	358	0.4764	0.3439	0.4764	0.6902
No log	3.6364	360	0.4504	0.3371	0.4504	0.6711
No log	3.6566	362	0.4657	0.3520	0.4657	0.6824
No log	3.6768	364	0.4975	0.3103	0.4975	0.7053
No log	3.6970	366	0.4862	0.2663	0.4862	0.6973
No log	3.7172	368	0.4520	0.3966	0.4520	0.6723
No log	3.7374	370	0.4787	0.4924	0.4787	0.6918
No log	3.7576	372	0.4608	0.4839	0.4608	0.6788
No log	3.7778	374	0.6333	0.3052	0.6333	0.7958
No log	3.7980	376	0.7862	0.2711	0.7862	0.8867
No log	3.8182	378	0.6290	0.3052	0.6290	0.7931
No log	3.8384	380	0.4977	0.3371	0.4977	0.7055
No log	3.8586	382	0.4956	0.3478	0.4956	0.7040
No log	3.8788	384	0.5234	0.2558	0.5234	0.7235
No log	3.8990	386	0.5179	0.3258	0.5179	0.7196
No log	3.9192	388	0.5211	0.2809	0.5211	0.7219
No log	3.9394	390	0.5378	0.2787	0.5378	0.7334
No log	3.9596	392	0.6132	0.2165	0.6132	0.7830
No log	3.9798	394	0.5778	0.2088	0.5778	0.7601
No log	4.0	396	0.5341	0.3966	0.5341	0.7308
No log	4.0202	398	0.5482	0.3730	0.5482	0.7404
No log	4.0404	400	0.5439	0.4227	0.5439	0.7375
No log	4.0606	402	0.5146	0.2914	0.5146	0.7173
No log	4.0808	404	0.5537	0.2941	0.5537	0.7441
No log	4.1010	406	0.6519	0.24	0.6519	0.8074
No log	4.1212	408	0.5787	0.2990	0.5787	0.7608
No log	4.1414	410	0.4983	0.3757	0.4983	0.7059
No log	4.1616	412	0.5165	0.3089	0.5165	0.7187
No log	4.1818	414	0.5297	0.3402	0.5297	0.7278
No log	4.2020	416	0.5157	0.3191	0.5157	0.7181
No log	4.2222	418	0.5255	0.4157	0.5255	0.7249
No log	4.2424	420	0.5860	0.3200	0.5860	0.7655
No log	4.2626	422	0.6501	0.1841	0.6501	0.8063
No log	4.2828	424	0.5667	0.3161	0.5667	0.7528
No log	4.3030	426	0.5372	0.3191	0.5372	0.7330
No log	4.3232	428	0.5543	0.3439	0.5543	0.7445
No log	4.3434	430	0.5289	0.3533	0.5289	0.7273
No log	4.3636	432	0.5581	0.2865	0.5581	0.7471
No log	4.3838	434	0.5568	0.2527	0.5568	0.7462
No log	4.4040	436	0.5577	0.2513	0.5577	0.7468
No log	4.4242	438	0.5570	0.2513	0.5570	0.7464
No log	4.4444	440	0.5302	0.3297	0.5302	0.7282
No log	4.4646	442	0.4990	0.5056	0.4990	0.7064
No log	4.4848	444	0.4882	0.4043	0.4882	0.6987
No log	4.5051	446	0.4949	0.3439	0.4949	0.7035
No log	4.5253	448	0.4884	0.4157	0.4884	0.6989
No log	4.5455	450	0.4842	0.4667	0.4842	0.6958
No log	4.5657	452	0.4922	0.4667	0.4922	0.7016
No log	4.5859	454	0.4986	0.4667	0.4986	0.7061
No log	4.6061	456	0.5257	0.4051	0.5257	0.7250
No log	4.6263	458	0.5427	0.3939	0.5427	0.7367
No log	4.6465	460	0.5380	0.4	0.5380	0.7335
No log	4.6667	462	0.5094	0.4595	0.5094	0.7137
No log	4.6869	464	0.5338	0.3846	0.5338	0.7306
No log	4.7071	466	0.5262	0.4409	0.5262	0.7254
No log	4.7273	468	0.5308	0.4227	0.5308	0.7286
No log	4.7475	470	0.5250	0.3927	0.5250	0.7245
No log	4.7677	472	0.5105	0.4162	0.5105	0.7145
No log	4.7879	474	0.5227	0.4152	0.5227	0.7229
No log	4.8081	476	0.5523	0.3103	0.5523	0.7432
No log	4.8283	478	0.5084	0.1678	0.5084	0.7130
No log	4.8485	480	0.4861	0.3580	0.4861	0.6972
No log	4.8687	482	0.4919	0.3829	0.4919	0.7014
No log	4.8889	484	0.4852	0.4157	0.4852	0.6966
No log	4.9091	486	0.4803	0.4409	0.4803	0.6931
No log	4.9293	488	0.4577	0.4167	0.4577	0.6766
No log	4.9495	490	0.5174	0.3831	0.5174	0.7193
No log	4.9697	492	0.5384	0.3803	0.5384	0.7338
No log	4.9899	494	0.4901	0.4112	0.4901	0.7001
No log	5.0101	496	0.4613	0.5215	0.4613	0.6792
No log	5.0303	498	0.4915	0.4583	0.4915	0.7011
0.3884	5.0505	500	0.4750	0.4583	0.4750	0.6892
0.3884	5.0707	502	0.4519	0.4409	0.4519	0.6723
0.3884	5.0909	504	0.4413	0.2970	0.4413	0.6643
0.3884	5.1111	506	0.4599	0.4152	0.4599	0.6782
0.3884	5.1313	508	0.4531	0.3659	0.4531	0.6731
0.3884	5.1515	510	0.4542	0.35	0.4542	0.6739
0.3884	5.1717	512	0.4543	0.2832	0.4543	0.6740
0.3884	5.1919	514	0.4598	0.3182	0.4598	0.6781
0.3884	5.2121	516	0.4581	0.3182	0.4581	0.6769
0.3884	5.2323	518	0.4698	0.4413	0.4698	0.6854
0.3884	5.2525	520	0.4877	0.4091	0.4877	0.6983
0.3884	5.2727	522	0.5019	0.3617	0.5019	0.7085
0.3884	5.2929	524	0.5475	0.3231	0.5475	0.7399
0.3884	5.3131	526	0.4955	0.3927	0.4955	0.7039
0.3884	5.3333	528	0.4725	0.4162	0.4725	0.6874
0.3884	5.3535	530	0.5744	0.4819	0.5744	0.7579
0.3884	5.3737	532	0.6042	0.3978	0.6042	0.7773
0.3884	5.3939	534	0.5306	0.4348	0.5306	0.7285
0.3884	5.4141	536	0.4671	0.2832	0.4671	0.6835
0.3884	5.4343	538	0.4992	0.1788	0.4992	0.7065
0.3884	5.4545	540	0.5222	0.2626	0.5222	0.7226
0.3884	5.4747	542	0.4841	0.4083	0.4841	0.6958
0.3884	5.4949	544	0.4822	0.4468	0.4822	0.6944
0.3884	5.5152	546	0.6153	0.4652	0.6153	0.7844
0.3884	5.5354	548	0.8891	0.2754	0.8891	0.9429
0.3884	5.5556	550	0.9790	0.2564	0.9790	0.9895
0.3884	5.5758	552	0.8027	0.2661	0.8027	0.8960
0.3884	5.5960	554	0.5619	0.4348	0.5619	0.7496
0.3884	5.6162	556	0.4769	0.3412	0.4769	0.6906
0.3884	5.6364	558	0.5486	0.3216	0.5486	0.7407
0.3884	5.6566	560	0.5963	0.1917	0.5963	0.7722
0.3884	5.6768	562	0.5528	0.2749	0.5528	0.7435
0.3884	5.6970	564	0.4851	0.2911	0.4851	0.6965
0.3884	5.7172	566	0.5110	0.4607	0.5110	0.7148
0.3884	5.7374	568	0.5841	0.3407	0.5841	0.7642
0.3884	5.7576	570	0.5670	0.3407	0.5670	0.7530
0.3884	5.7778	572	0.5039	0.4286	0.5039	0.7098
0.3884	5.7980	574	0.4832	0.3659	0.4832	0.6951
0.3884	5.8182	576	0.5029	0.3032	0.5029	0.7091
0.3884	5.8384	578	0.4929	0.3418	0.4929	0.7021
0.3884	5.8586	580	0.4732	0.3295	0.4732	0.6879
0.3884	5.8788	582	0.4966	0.3978	0.4966	0.7047
0.3884	5.8990	584	0.5070	0.4286	0.5070	0.7120
0.3884	5.9192	586	0.4777	0.4413	0.4777	0.6911
0.3884	5.9394	588	0.4711	0.3659	0.4711	0.6864
0.3884	5.9596	590	0.4737	0.3789	0.4737	0.6883
0.3884	5.9798	592	0.4747	0.3846	0.4747	0.6890
0.3884	6.0	594	0.4759	0.3846	0.4759	0.6899
0.3884	6.0202	596	0.4760	0.35	0.4760	0.6900
0.3884	6.0404	598	0.4812	0.3953	0.4812	0.6937
0.3884	6.0606	600	0.4905	0.4607	0.4905	0.7004
0.3884	6.0808	602	0.4930	0.4348	0.4930	0.7022
0.3884	6.1010	604	0.4711	0.4286	0.4711	0.6864
0.3884	6.1212	606	0.4601	0.3659	0.4601	0.6783
0.3884	6.1414	608	0.5277	0.3297	0.5277	0.7264
0.3884	6.1616	610	0.6351	0.2709	0.6351	0.7969
0.3884	6.1818	612	0.6480	0.2986	0.6480	0.8050
0.3884	6.2020	614	0.5496	0.3263	0.5496	0.7414
0.3884	6.2222	616	0.4733	0.3898	0.4733	0.6880
0.3884	6.2424	618	0.4699	0.3488	0.4699	0.6855
0.3884	6.2626	620	0.4688	0.3488	0.4688	0.6847
0.3884	6.2828	622	0.4627	0.3488	0.4627	0.6802
0.3884	6.3030	624	0.4618	0.3488	0.4618	0.6796
0.3884	6.3232	626	0.4641	0.3488	0.4641	0.6813
0.3884	6.3434	628	0.4659	0.3609	0.4659	0.6826
0.3884	6.3636	630	0.4623	0.3609	0.4623	0.6799
0.3884	6.3838	632	0.4591	0.3533	0.4591	0.6775
0.3884	6.4040	634	0.4647	0.3580	0.4647	0.6817
0.3884	6.4242	636	0.4742	0.3661	0.4742	0.6886
0.3884	6.4444	638	0.4671	0.3533	0.4671	0.6835
0.3884	6.4646	640	0.4679	0.3898	0.4679	0.6840
0.3884	6.4848	642	0.4713	0.3898	0.4713	0.6865
0.3884	6.5051	644	0.4658	0.3898	0.4658	0.6825
0.3884	6.5253	646	0.4694	0.3966	0.4694	0.6852
0.3884	6.5455	648	0.4678	0.3966	0.4678	0.6840
0.3884	6.5657	650	0.4635	0.3708	0.4635	0.6808
0.3884	6.5859	652	0.4678	0.4545	0.4678	0.6840
0.3884	6.6061	654	0.4643	0.4475	0.4643	0.6814
0.3884	6.6263	656	0.4737	0.3953	0.4737	0.6883
0.3884	6.6465	658	0.5039	0.3913	0.5039	0.7099
0.3884	6.6667	660	0.5013	0.4475	0.5013	0.7080
0.3884	6.6869	662	0.4716	0.3953	0.4716	0.6867
0.3884	6.7071	664	0.4619	0.4475	0.4619	0.6796
0.3884	6.7273	666	0.4636	0.4607	0.4636	0.6809
0.3884	6.7475	668	0.4692	0.3898	0.4692	0.6850
0.3884	6.7677	670	0.4765	0.3953	0.4765	0.6903
0.3884	6.7879	672	0.4714	0.3898	0.4714	0.6866
0.3884	6.8081	674	0.4649	0.3846	0.4649	0.6818
0.3884	6.8283	676	0.4631	0.4348	0.4631	0.6805
0.3884	6.8485	678	0.4816	0.4545	0.4816	0.6940
0.3884	6.8687	680	0.4949	0.4220	0.4949	0.7035
0.3884	6.8889	682	0.4852	0.4545	0.4852	0.6966
0.3884	6.9091	684	0.4721	0.4043	0.4721	0.6871
0.3884	6.9293	686	0.4676	0.4043	0.4676	0.6838
0.3884	6.9495	688	0.4684	0.4043	0.4684	0.6844
0.3884	6.9697	690	0.4682	0.4162	0.4682	0.6843
0.3884	6.9899	692	0.4670	0.3953	0.4670	0.6834
0.3884	7.0101	694	0.4683	0.3953	0.4683	0.6843
0.3884	7.0303	696	0.4692	0.3953	0.4692	0.6850
0.3884	7.0505	698	0.4675	0.3295	0.4675	0.6838
0.3884	7.0707	700	0.4707	0.3103	0.4707	0.6861
0.3884	7.0909	702	0.4736	0.3829	0.4736	0.6882
0.3884	7.1111	704	0.4975	0.4091	0.4975	0.7054
0.3884	7.1313	706	0.5108	0.4091	0.5108	0.7147
0.3884	7.1515	708	0.4981	0.3846	0.4981	0.7058
0.3884	7.1717	710	0.4911	0.3591	0.4911	0.7008
0.3884	7.1919	712	0.5148	0.3978	0.5148	0.7175
0.3884	7.2121	714	0.5347	0.3439	0.5347	0.7312
0.3884	7.2323	716	0.5241	0.3978	0.5241	0.7239
0.3884	7.2525	718	0.4998	0.3730	0.4998	0.7070
0.3884	7.2727	720	0.5038	0.3846	0.5038	0.7098
0.3884	7.2929	722	0.5577	0.3661	0.5577	0.7468
0.3884	7.3131	724	0.5923	0.2593	0.5923	0.7696
0.3884	7.3333	726	0.6270	0.2000	0.6270	0.7918
0.3884	7.3535	728	0.6280	0.2000	0.6280	0.7925
0.3884	7.3737	730	0.5787	0.1732	0.5787	0.7607
0.3884	7.3939	732	0.5434	0.3882	0.5434	0.7372
0.3884	7.4141	734	0.5111	0.3810	0.5111	0.7149
0.3884	7.4343	736	0.4951	0.3054	0.4951	0.7037
0.3884	7.4545	738	0.4950	0.3333	0.4950	0.7035
0.3884	7.4747	740	0.4972	0.3295	0.4972	0.7052
0.3884	7.4949	742	0.5045	0.3488	0.5045	0.7103
0.3884	7.5152	744	0.5051	0.3446	0.5051	0.7107
0.3884	7.5354	746	0.4993	0.2941	0.4993	0.7066
0.3884	7.5556	748	0.4969	0.3333	0.4969	0.7049
0.3884	7.5758	750	0.5003	0.3446	0.5003	0.7073
0.3884	7.5960	752	0.5203	0.4607	0.5203	0.7213
0.3884	7.6162	754	0.5217	0.4607	0.5217	0.7223
0.3884	7.6364	756	0.5070	0.4607	0.5070	0.7121
0.3884	7.6566	758	0.4993	0.3103	0.4993	0.7066
0.3884	7.6768	760	0.4967	0.3216	0.4967	0.7047
0.3884	7.6970	762	0.4953	0.2857	0.4953	0.7038
0.3884	7.7172	764	0.4953	0.2857	0.4953	0.7038
0.3884	7.7374	766	0.4943	0.3103	0.4943	0.7031
0.3884	7.7576	768	0.4952	0.3103	0.4952	0.7037
0.3884	7.7778	770	0.4970	0.2727	0.4970	0.7050
0.3884	7.7980	772	0.4990	0.2727	0.4990	0.7064
0.3884	7.8182	774	0.5004	0.3149	0.5004	0.7074
0.3884	7.8384	776	0.5058	0.3563	0.5058	0.7112
0.3884	7.8586	778	0.5138	0.3966	0.5138	0.7168
0.3884	7.8788	780	0.5116	0.3966	0.5116	0.7153
0.3884	7.8990	782	0.5072	0.3118	0.5072	0.7122
0.3884	7.9192	784	0.5120	0.3730	0.5120	0.7155
0.3884	7.9394	786	0.5120	0.3730	0.5120	0.7155
0.3884	7.9596	788	0.5065	0.3508	0.5065	0.7117
0.3884	7.9798	790	0.5019	0.4518	0.5019	0.7085
0.3884	8.0	792	0.4985	0.4872	0.4985	0.7060
0.3884	8.0202	794	0.4991	0.4222	0.4991	0.7065
0.3884	8.0404	796	0.5074	0.4222	0.5074	0.7123
0.3884	8.0606	798	0.5047	0.4222	0.5047	0.7104
0.3884	8.0808	800	0.5004	0.3898	0.5004	0.7074
0.3884	8.1010	802	0.5010	0.3898	0.5010	0.7078
0.3884	8.1212	804	0.5005	0.3898	0.5005	0.7075
0.3884	8.1414	806	0.4987	0.2749	0.4987	0.7062
0.3884	8.1616	808	0.5009	0.2941	0.5009	0.7077
0.3884	8.1818	810	0.5060	0.4091	0.5060	0.7113
0.3884	8.2020	812	0.5142	0.4091	0.5142	0.7170
0.3884	8.2222	814	0.5089	0.4091	0.5089	0.7134
0.3884	8.2424	816	0.5000	0.3730	0.5000	0.7071
0.3884	8.2626	818	0.4961	0.3182	0.4961	0.7043
0.3884	8.2828	820	0.4965	0.3182	0.4965	0.7046
0.3884	8.3030	822	0.4973	0.3407	0.4973	0.7052
0.3884	8.3232	824	0.4979	0.3407	0.4979	0.7057
0.3884	8.3434	826	0.4988	0.3520	0.4988	0.7063
0.3884	8.3636	828	0.5000	0.3927	0.5000	0.7071
0.3884	8.3838	830	0.5050	0.4162	0.5050	0.7106
0.3884	8.4040	832	0.5094	0.3846	0.5094	0.7137
0.3884	8.4242	834	0.5073	0.3846	0.5073	0.7123
0.3884	8.4444	836	0.5059	0.3846	0.5059	0.7113
0.3884	8.4646	838	0.5027	0.3927	0.5027	0.7090
0.3884	8.4848	840	0.5024	0.3927	0.5024	0.7088
0.3884	8.5051	842	0.5019	0.3927	0.5019	0.7085
0.3884	8.5253	844	0.5005	0.3182	0.5005	0.7075
0.3884	8.5455	846	0.5003	0.3073	0.5003	0.7073
0.3884	8.5657	848	0.5004	0.4162	0.5004	0.7074
0.3884	8.5859	850	0.5002	0.4468	0.5002	0.7072
0.3884	8.6061	852	0.4982	0.3846	0.4982	0.7058
0.3884	8.6263	854	0.4977	0.3073	0.4977	0.7055
0.3884	8.6465	856	0.4980	0.4162	0.4980	0.7057
0.3884	8.6667	858	0.4971	0.3846	0.4971	0.7051
0.3884	8.6869	860	0.4970	0.3073	0.4970	0.7050
0.3884	8.7071	862	0.4981	0.3182	0.4981	0.7058
0.3884	8.7273	864	0.5012	0.3661	0.5012	0.7080
0.3884	8.7475	866	0.5029	0.3661	0.5029	0.7092
0.3884	8.7677	868	0.5022	0.3149	0.5022	0.7087
0.3884	8.7879	870	0.5029	0.3149	0.5029	0.7092
0.3884	8.8081	872	0.5031	0.3073	0.5031	0.7093
0.3884	8.8283	874	0.5026	0.3073	0.5026	0.7090
0.3884	8.8485	876	0.5027	0.3073	0.5027	0.7090
0.3884	8.8687	878	0.5058	0.3023	0.5058	0.7112
0.3884	8.8889	880	0.5107	0.3446	0.5107	0.7147
0.3884	8.9091	882	0.5108	0.3023	0.5108	0.7147
0.3884	8.9293	884	0.5083	0.3023	0.5083	0.7130
0.3884	8.9495	886	0.5065	0.2809	0.5065	0.7117
0.3884	8.9697	888	0.5071	0.2809	0.5071	0.7121
0.3884	8.9899	890	0.5055	0.3043	0.5055	0.7110
0.3884	9.0101	892	0.5048	0.3073	0.5048	0.7105
0.3884	9.0303	894	0.5046	0.3073	0.5046	0.7103
0.3884	9.0505	896	0.5050	0.3073	0.5050	0.7106
0.3884	9.0707	898	0.5050	0.3073	0.5050	0.7106
0.3884	9.0909	900	0.5052	0.3043	0.5052	0.7108
0.3884	9.1111	902	0.5058	0.3043	0.5058	0.7112
0.3884	9.1313	904	0.5067	0.3043	0.5067	0.7118
0.3884	9.1515	906	0.5072	0.3149	0.5072	0.7122
0.3884	9.1717	908	0.5093	0.3446	0.5093	0.7137
0.3884	9.1919	910	0.5111	0.3446	0.5111	0.7149
0.3884	9.2121	912	0.5105	0.3446	0.5105	0.7145
0.3884	9.2323	914	0.5096	0.3446	0.5096	0.7139
0.3884	9.2525	916	0.5111	0.3446	0.5111	0.7149
0.3884	9.2727	918	0.5120	0.3446	0.5120	0.7155
0.3884	9.2929	920	0.5117	0.3446	0.5117	0.7154
0.3884	9.3131	922	0.5149	0.3446	0.5149	0.7176
0.3884	9.3333	924	0.5164	0.2967	0.5164	0.7186
0.3884	9.3535	926	0.5159	0.2967	0.5159	0.7182
0.3884	9.3737	928	0.5166	0.2967	0.5166	0.7187
0.3884	9.3939	930	0.5173	0.2967	0.5173	0.7193
0.3884	9.4141	932	0.5153	0.3446	0.5153	0.7179
0.3884	9.4343	934	0.5151	0.3446	0.5151	0.7177
0.3884	9.4545	936	0.5168	0.3446	0.5168	0.7189
0.3884	9.4747	938	0.5153	0.3446	0.5153	0.7178
0.3884	9.4949	940	0.5123	0.3446	0.5123	0.7157
0.3884	9.5152	942	0.5082	0.3446	0.5082	0.7129
0.3884	9.5354	944	0.5050	0.3149	0.5050	0.7106
0.3884	9.5556	946	0.5037	0.3043	0.5037	0.7097
0.3884	9.5758	948	0.5029	0.3043	0.5029	0.7092
0.3884	9.5960	950	0.5028	0.3043	0.5028	0.7091
0.3884	9.6162	952	0.5026	0.3043	0.5026	0.7089
0.3884	9.6364	954	0.5024	0.3043	0.5024	0.7088
0.3884	9.6566	956	0.5022	0.3043	0.5022	0.7087
0.3884	9.6768	958	0.5025	0.3797	0.5025	0.7088
0.3884	9.6970	960	0.5025	0.3797	0.5025	0.7088
0.3884	9.7172	962	0.5024	0.4105	0.5024	0.7088
0.3884	9.7374	964	0.5022	0.3797	0.5022	0.7086
0.3884	9.7576	966	0.5017	0.3043	0.5017	0.7083
0.3884	9.7778	968	0.5016	0.3043	0.5016	0.7082
0.3884	9.7980	970	0.5015	0.3043	0.5015	0.7082
0.3884	9.8182	972	0.5012	0.3043	0.5012	0.7080
0.3884	9.8384	974	0.5011	0.3043	0.5011	0.7079
0.3884	9.8586	976	0.5011	0.3043	0.5011	0.7079
0.3884	9.8788	978	0.5011	0.3043	0.5011	0.7079
0.3884	9.8990	980	0.5011	0.3043	0.5011	0.7079
0.3884	9.9192	982	0.5010	0.3043	0.5010	0.7078
0.3884	9.9394	984	0.5009	0.3043	0.5009	0.7077
0.3884	9.9596	986	0.5009	0.3043	0.5009	0.7077
0.3884	9.9798	988	0.5008	0.3043	0.5008	0.7077
0.3884	10.0	990	0.5008	0.3043	0.5008	0.7077

Framework versions

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