ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k16_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: 0.5062
• Qwk: 0.4483
• Mse: 0.5062
• Rmse: 0.7114

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	0.0267	2	3.6074	-0.0267	3.6074	1.8993
No log	0.0533	4	1.8125	-0.0390	1.8125	1.3463
No log	0.08	6	1.1417	0.0588	1.1417	1.0685
No log	0.1067	8	1.0981	0.0114	1.0981	1.0479
No log	0.1333	10	0.7976	0.2000	0.7976	0.8931
No log	0.16	12	0.5715	0.0569	0.5715	0.7560
No log	0.1867	14	0.6411	0.2593	0.6411	0.8007
No log	0.2133	16	0.6495	0.2644	0.6495	0.8059
No log	0.24	18	0.6281	0.2201	0.6281	0.7925
No log	0.2667	20	0.5677	0.0	0.5677	0.7535
No log	0.2933	22	0.5922	-0.0303	0.5922	0.7695
No log	0.32	24	1.0392	0.0388	1.0392	1.0194
No log	0.3467	26	1.3096	0.0	1.3096	1.1444
No log	0.3733	28	1.1521	0.0	1.1521	1.0733
No log	0.4	30	0.9008	0.0388	0.9008	0.9491
No log	0.4267	32	0.6721	0.0	0.6721	0.8198
No log	0.4533	34	0.5889	-0.0159	0.5889	0.7674
No log	0.48	36	0.5754	0.0	0.5754	0.7586
No log	0.5067	38	0.5697	0.0222	0.5697	0.7548
No log	0.5333	40	0.8900	0.1392	0.8900	0.9434
No log	0.56	42	1.3040	0.0977	1.3040	1.1419
No log	0.5867	44	1.0735	0.0817	1.0735	1.0361
No log	0.6133	46	0.6039	0.1698	0.6039	0.7771
No log	0.64	48	0.5966	0.1795	0.5966	0.7724
No log	0.6667	50	0.9214	0.1228	0.9214	0.9599
No log	0.6933	52	1.2828	0.0745	1.2828	1.1326
No log	0.72	54	1.4371	0.0345	1.4371	1.1988
No log	0.7467	56	1.1027	0.0745	1.1027	1.0501
No log	0.7733	58	0.7409	0.1174	0.7409	0.8607
No log	0.8	60	0.7200	0.1174	0.7200	0.8485
No log	0.8267	62	0.7871	0.1050	0.7871	0.8872
No log	0.8533	64	0.6332	0.0692	0.6332	0.7957
No log	0.88	66	0.5771	0.0569	0.5771	0.7597
No log	0.9067	68	0.6241	0.1278	0.6241	0.7900
No log	0.9333	70	0.6692	-0.0769	0.6692	0.8181
No log	0.96	72	0.9846	0.0823	0.9846	0.9923
No log	0.9867	74	1.0253	0.0866	1.0253	1.0126
No log	1.0133	76	0.6358	-0.0667	0.6358	0.7974
No log	1.04	78	0.6114	0.0145	0.6114	0.7819
No log	1.0667	80	0.6697	0.1515	0.6697	0.8184
No log	1.0933	82	0.9712	0.1392	0.9712	0.9855
No log	1.12	84	0.7646	0.1045	0.7646	0.8744
No log	1.1467	86	0.6074	0.0303	0.6074	0.7793
No log	1.1733	88	0.7788	0.1515	0.7788	0.8825
No log	1.2	90	0.7579	0.1304	0.7579	0.8706
No log	1.2267	92	0.7251	-0.0115	0.7251	0.8515
No log	1.2533	94	1.2479	0.0526	1.2479	1.1171
No log	1.28	96	1.0433	0.1276	1.0433	1.0214
No log	1.3067	98	0.6366	0.0933	0.6366	0.7979
No log	1.3333	100	0.7331	0.2542	0.7331	0.8562
No log	1.3600	102	0.7369	0.2083	0.7369	0.8584
No log	1.3867	104	0.6762	0.1818	0.6762	0.8223
No log	1.4133	106	1.1897	0.0977	1.1897	1.0907
No log	1.44	108	1.0869	0.0843	1.0869	1.0425
No log	1.4667	110	0.6737	0.1111	0.6737	0.8208
No log	1.4933	112	0.6440	0.1788	0.6440	0.8025
No log	1.52	114	0.6505	0.1788	0.6505	0.8066
No log	1.5467	116	0.5949	0.0476	0.5949	0.7713
No log	1.5733	118	0.6337	0.2749	0.6337	0.7961
No log	1.6	120	0.6732	0.1323	0.6732	0.8205
No log	1.6267	122	0.6314	0.2184	0.6314	0.7946
No log	1.6533	124	0.6482	0.1638	0.6482	0.8051
No log	1.6800	126	0.6351	0.2889	0.6351	0.7969
No log	1.7067	128	0.6494	0.3200	0.6494	0.8058
No log	1.7333	130	0.6760	0.3535	0.6760	0.8222
No log	1.76	132	0.7853	0.3455	0.7853	0.8861
No log	1.7867	134	0.7230	0.3422	0.7230	0.8503
No log	1.8133	136	0.8334	0.2124	0.8334	0.9129
No log	1.8400	138	0.8700	0.0988	0.8700	0.9328
No log	1.8667	140	0.6730	0.2780	0.6730	0.8203
No log	1.8933	142	0.8744	0.2743	0.8744	0.9351
No log	1.92	144	0.6879	0.3010	0.6879	0.8294
No log	1.9467	146	0.6326	0.2967	0.6326	0.7954
No log	1.9733	148	0.5966	0.2000	0.5966	0.7724
No log	2.0	150	0.6196	0.2179	0.6196	0.7871
No log	2.0267	152	0.6197	0.1083	0.6197	0.7872
No log	2.0533	154	0.6878	0.1489	0.6878	0.8293
No log	2.08	156	0.6706	0.2393	0.6706	0.8189
No log	2.1067	158	0.7602	0.1923	0.7602	0.8719
No log	2.1333	160	0.9282	0.1545	0.9282	0.9634
No log	2.16	162	0.7221	0.2549	0.7221	0.8498
No log	2.1867	164	0.9050	0.1318	0.9050	0.9513
No log	2.2133	166	0.8109	0.1429	0.8109	0.9005
No log	2.24	168	0.7478	0.3214	0.7478	0.8648
No log	2.2667	170	0.7478	0.3722	0.7478	0.8648
No log	2.2933	172	0.8294	0.1429	0.8294	0.9107
No log	2.32	174	0.8937	0.0617	0.8937	0.9453
No log	2.3467	176	0.7446	0.1770	0.7446	0.8629
No log	2.3733	178	0.6970	0.2457	0.6970	0.8349
No log	2.4	180	0.6517	0.1617	0.6517	0.8073
No log	2.4267	182	0.7855	0.1848	0.7855	0.8863
No log	2.4533	184	0.8281	0.1861	0.8281	0.9100
No log	2.48	186	0.6437	0.1325	0.6437	0.8023
No log	2.5067	188	0.8898	0.1504	0.8898	0.9433
No log	2.5333	190	1.0008	0.1741	1.0008	1.0004
No log	2.56	192	0.6918	0.2169	0.6918	0.8317
No log	2.5867	194	0.8070	0.2414	0.8070	0.8983
No log	2.6133	196	0.9961	0.1367	0.9961	0.9980
No log	2.64	198	0.7103	0.2871	0.7103	0.8428
No log	2.6667	200	0.5824	0.3661	0.5824	0.7632
No log	2.6933	202	0.6815	0.2157	0.6815	0.8255
No log	2.7200	204	0.5425	0.3898	0.5425	0.7366
No log	2.7467	206	0.5033	0.3407	0.5033	0.7094
No log	2.7733	208	0.5705	0.3927	0.5705	0.7553
No log	2.8	210	0.6035	0.3498	0.6035	0.7769
No log	2.8267	212	0.5491	0.3402	0.5491	0.7410
No log	2.8533	214	0.5678	0.4694	0.5678	0.7535
No log	2.88	216	0.6650	0.2877	0.6650	0.8155
No log	2.9067	218	0.5400	0.4607	0.5400	0.7348
No log	2.9333	220	0.6297	0.3367	0.6297	0.7935
No log	2.96	222	0.5916	0.3369	0.5916	0.7692
No log	2.9867	224	0.5878	0.3369	0.5878	0.7667
No log	3.0133	226	0.7011	0.3028	0.7011	0.8373
No log	3.04	228	0.6342	0.3831	0.6342	0.7964
No log	3.0667	230	0.5293	0.4607	0.5293	0.7275
No log	3.0933	232	0.5214	0.4220	0.5214	0.7221
No log	3.12	234	0.5443	0.3073	0.5443	0.7378
No log	3.1467	236	0.5097	0.2683	0.5097	0.7139
No log	3.1733	238	0.5540	0.3295	0.5540	0.7443
No log	3.2	240	0.5181	0.3659	0.5181	0.7198
No log	3.2267	242	0.5219	0.3253	0.5219	0.7224
No log	3.2533	244	0.5209	0.2883	0.5209	0.7218
No log	3.2800	246	0.4921	0.4220	0.4921	0.7015
No log	3.3067	248	0.5562	0.3407	0.5562	0.7458
No log	3.3333	250	0.5153	0.4475	0.5153	0.7179
No log	3.36	252	0.5261	0.4023	0.5261	0.7253
No log	3.3867	254	0.5478	0.4023	0.5478	0.7401
No log	3.4133	256	0.5230	0.4023	0.5230	0.7232
No log	3.44	258	0.5240	0.3966	0.5240	0.7239
No log	3.4667	260	0.5559	0.3814	0.5559	0.7456
No log	3.4933	262	0.5320	0.4526	0.5320	0.7294
No log	3.52	264	0.5539	0.4462	0.5539	0.7443
No log	3.5467	266	0.7040	0.3251	0.7040	0.8390
No log	3.5733	268	0.8496	0.2688	0.8496	0.9217
No log	3.6	270	1.1665	0.2168	1.1665	1.0800
No log	3.6267	272	0.9089	0.2464	0.9089	0.9534
No log	3.6533	274	0.5205	0.5025	0.5205	0.7215
No log	3.68	276	0.8830	0.2688	0.8830	0.9397
No log	3.7067	278	1.0011	0.1942	1.0011	1.0005
No log	3.7333	280	0.6427	0.2676	0.6427	0.8017
No log	3.76	282	0.5753	0.3369	0.5753	0.7585
No log	3.7867	284	1.0332	0.1942	1.0332	1.0165
No log	3.8133	286	1.0124	0.1942	1.0124	1.0062
No log	3.84	288	0.6424	0.2637	0.6424	0.8015
No log	3.8667	290	0.4993	0.4162	0.4993	0.7066
No log	3.8933	292	0.6563	0.2000	0.6563	0.8101
No log	3.92	294	0.6779	0.1855	0.6779	0.8234
No log	3.9467	296	0.5094	0.4043	0.5094	0.7137
No log	3.9733	298	0.4849	0.5217	0.4849	0.6964
No log	4.0	300	0.4900	0.5132	0.4900	0.7000
No log	4.0267	302	0.4992	0.4583	0.4992	0.7066
No log	4.0533	304	0.5253	0.4404	0.5253	0.7248
No log	4.08	306	0.5267	0.4404	0.5267	0.7258
No log	4.1067	308	0.5147	0.4225	0.5147	0.7175
No log	4.1333	310	0.6821	0.2593	0.6821	0.8259
No log	4.16	312	0.6605	0.2549	0.6605	0.8127
No log	4.1867	314	0.5170	0.3797	0.5170	0.7190
No log	4.2133	316	0.5063	0.5056	0.5063	0.7116
No log	4.24	318	0.4978	0.5056	0.4978	0.7056
No log	4.2667	320	0.5353	0.4409	0.5353	0.7316
No log	4.2933	322	0.6361	0.2727	0.6361	0.7975
No log	4.32	324	0.5940	0.3073	0.5940	0.7707
No log	4.3467	326	0.5015	0.4743	0.5015	0.7082
No log	4.3733	328	0.5135	0.4917	0.5135	0.7166
No log	4.4	330	0.5216	0.4917	0.5216	0.7222
No log	4.4267	332	0.5347	0.4462	0.5347	0.7312
No log	4.4533	334	0.5594	0.3706	0.5594	0.7479
No log	4.48	336	0.5532	0.375	0.5532	0.7438
No log	4.5067	338	0.5450	0.375	0.5450	0.7382
No log	4.5333	340	0.5824	0.3617	0.5824	0.7631
No log	4.5600	342	0.6360	0.3297	0.6360	0.7975
No log	4.5867	344	0.6594	0.3297	0.6594	0.8120
No log	4.6133	346	0.5582	0.4409	0.5582	0.7472
No log	4.64	348	0.5684	0.3878	0.5684	0.7539
No log	4.6667	350	0.5768	0.3769	0.5768	0.7594
No log	4.6933	352	0.5308	0.4033	0.5308	0.7285
No log	4.72	354	0.5600	0.3966	0.5600	0.7483
No log	4.7467	356	0.7530	0.2554	0.7530	0.8677
No log	4.7733	358	0.8274	0.1935	0.8274	0.9096
No log	4.8	360	0.6588	0.3299	0.6588	0.8117
No log	4.8267	362	0.5349	0.3149	0.5349	0.7314
No log	4.8533	364	0.6772	0.2593	0.6772	0.8229
No log	4.88	366	0.6875	0.2511	0.6875	0.8292
No log	4.9067	368	0.5595	0.4404	0.5595	0.7480
No log	4.9333	370	0.5488	0.3966	0.5488	0.7408
No log	4.96	372	0.5747	0.3333	0.5747	0.7581
No log	4.9867	374	0.5183	0.3953	0.5183	0.7200
No log	5.0133	376	0.5150	0.3953	0.5150	0.7176
No log	5.04	378	0.5294	0.3898	0.5294	0.7276
No log	5.0667	380	0.5718	0.2527	0.5718	0.7562
No log	5.0933	382	0.5730	0.2086	0.5730	0.7570
No log	5.12	384	0.5263	0.4222	0.5263	0.7255
No log	5.1467	386	0.5301	0.5080	0.5301	0.7281
No log	5.1733	388	0.5925	0.4409	0.5925	0.7698
No log	5.2	390	0.5478	0.4725	0.5478	0.7402
No log	5.2267	392	0.5182	0.4157	0.5182	0.7199
No log	5.2533	394	0.5319	0.3846	0.5319	0.7293
No log	5.28	396	0.6036	0.3297	0.6036	0.7769
No log	5.3067	398	0.6325	0.3231	0.6325	0.7953
No log	5.3333	400	0.6100	0.3575	0.6100	0.7810
No log	5.36	402	0.5656	0.3730	0.5656	0.7520
No log	5.3867	404	0.5744	0.3684	0.5744	0.7579
No log	5.4133	406	0.5766	0.4341	0.5766	0.7593
No log	5.44	408	0.5679	0.4341	0.5679	0.7536
No log	5.4667	410	0.5596	0.3797	0.5596	0.7481
No log	5.4933	412	0.5988	0.3535	0.5988	0.7738
No log	5.52	414	0.6570	0.2593	0.6570	0.8106
No log	5.5467	416	0.5820	0.3297	0.5820	0.7629
No log	5.5733	418	0.5201	0.3292	0.5201	0.7212
No log	5.6	420	0.5212	0.2201	0.5212	0.7219
No log	5.6267	422	0.5193	0.3533	0.5193	0.7206
No log	5.6533	424	0.5186	0.3735	0.5186	0.7201
No log	5.68	426	0.5172	0.3253	0.5172	0.7192
No log	5.7067	428	0.5238	0.3455	0.5238	0.7238
No log	5.7333	430	0.5320	0.4350	0.5320	0.7294
No log	5.76	432	0.5159	0.4286	0.5159	0.7183
No log	5.7867	434	0.5485	0.3913	0.5485	0.7406
No log	5.8133	436	0.6481	0.2157	0.6481	0.8050
No log	5.84	438	0.6695	0.2453	0.6695	0.8182
No log	5.8667	440	0.6069	0.3263	0.6069	0.7790
No log	5.8933	442	0.5604	0.3862	0.5604	0.7486
No log	5.92	444	0.5538	0.3797	0.5538	0.7442
No log	5.9467	446	0.5342	0.5508	0.5342	0.7309
No log	5.9733	448	0.5373	0.5027	0.5373	0.7330
No log	6.0	450	0.5237	0.3882	0.5237	0.7237
No log	6.0267	452	0.5294	0.3684	0.5294	0.7276
No log	6.0533	454	0.5222	0.4286	0.5222	0.7226
No log	6.08	456	0.5166	0.3882	0.5166	0.7188
No log	6.1067	458	0.5172	0.4286	0.5172	0.7191
No log	6.1333	460	0.5210	0.4222	0.5210	0.7218
No log	6.16	462	0.5577	0.3488	0.5577	0.7468
No log	6.1867	464	0.5427	0.3757	0.5427	0.7367
No log	6.2133	466	0.5250	0.4222	0.5250	0.7246
No log	6.24	468	0.5324	0.4475	0.5324	0.7297
No log	6.2667	470	0.5548	0.4667	0.5548	0.7449
No log	6.2933	472	0.5375	0.4409	0.5375	0.7332
No log	6.32	474	0.5520	0.3797	0.5520	0.7430
No log	6.3467	476	0.6726	0.2653	0.6726	0.8201
No log	6.3733	478	0.7495	0.1560	0.7495	0.8657
No log	6.4	480	0.6566	0.2965	0.6566	0.8103
No log	6.4267	482	0.5368	0.3797	0.5368	0.7327
No log	6.4533	484	0.5265	0.5165	0.5265	0.7256
No log	6.48	486	0.5306	0.5165	0.5306	0.7284
No log	6.5067	488	0.5185	0.5165	0.5185	0.7200
No log	6.5333	490	0.4999	0.4098	0.4999	0.7070
No log	6.5600	492	0.4949	0.4098	0.4949	0.7035
No log	6.5867	494	0.4964	0.4023	0.4964	0.7045
No log	6.6133	496	0.5246	0.3258	0.5246	0.7243
No log	6.64	498	0.5228	0.3829	0.5228	0.7231
0.3937	6.6667	500	0.5396	0.3446	0.5396	0.7346
0.3937	6.6933	502	0.5121	0.4033	0.5121	0.7156
0.3937	6.72	504	0.4947	0.4917	0.4947	0.7034
0.3937	6.7467	506	0.5208	0.5165	0.5208	0.7217
0.3937	6.7733	508	0.5231	0.5165	0.5231	0.7233
0.3937	6.8	510	0.5146	0.5132	0.5146	0.7174
0.3937	6.8267	512	0.5116	0.4973	0.5116	0.7153
0.3937	6.8533	514	0.5305	0.3862	0.5305	0.7283
0.3937	6.88	516	0.5798	0.4043	0.5798	0.7614
0.3937	6.9067	518	0.5902	0.3263	0.5902	0.7682
0.3937	6.9333	520	0.5390	0.4409	0.5390	0.7341
0.3937	6.96	522	0.5078	0.3846	0.5078	0.7126
0.3937	6.9867	524	0.5023	0.4222	0.5023	0.7087
0.3937	7.0133	526	0.5127	0.4545	0.5127	0.7160
0.3937	7.04	528	0.5147	0.4545	0.5147	0.7174
0.3937	7.0667	530	0.5089	0.3757	0.5089	0.7134
0.3937	7.0933	532	0.5047	0.3953	0.5047	0.7104
0.3937	7.12	534	0.5088	0.3898	0.5088	0.7133
0.3937	7.1467	536	0.5236	0.4475	0.5236	0.7236
0.3937	7.1733	538	0.5258	0.4348	0.5258	0.7251
0.3937	7.2	540	0.5188	0.3898	0.5188	0.7203
0.3937	7.2267	542	0.5233	0.4973	0.5233	0.7234
0.3937	7.2533	544	0.5291	0.3797	0.5291	0.7274
0.3937	7.28	546	0.5388	0.4286	0.5388	0.7340
0.3937	7.3067	548	0.5774	0.3617	0.5774	0.7599
0.3937	7.3333	550	0.6680	0.28	0.6680	0.8173
0.3937	7.36	552	0.6707	0.28	0.6707	0.8189
0.3937	7.3867	554	0.5955	0.3575	0.5955	0.7717
0.3937	7.4133	556	0.5348	0.4286	0.5348	0.7313
0.3937	7.44	558	0.5364	0.4652	0.5364	0.7324
0.3937	7.4667	560	0.5636	0.3661	0.5636	0.7507
0.3937	7.4933	562	0.5522	0.3778	0.5522	0.7431
0.3937	7.52	564	0.5239	0.4839	0.5239	0.7238
0.3937	7.5467	566	0.5292	0.4286	0.5292	0.7274
0.3937	7.5733	568	0.5807	0.3263	0.5807	0.7620
0.3937	7.6	570	0.6064	0.2941	0.6064	0.7787
0.3937	7.6267	572	0.5756	0.3263	0.5756	0.7587
0.3937	7.6533	574	0.5262	0.4409	0.5262	0.7254
0.3937	7.68	576	0.5179	0.4839	0.5179	0.7197
0.3937	7.7067	578	0.5435	0.4350	0.5435	0.7372
0.3937	7.7333	580	0.5405	0.4286	0.5405	0.7352
0.3937	7.76	582	0.5183	0.4839	0.5183	0.7199
0.3937	7.7867	584	0.5201	0.3730	0.5201	0.7212
0.3937	7.8133	586	0.5362	0.4409	0.5362	0.7322
0.3937	7.84	588	0.5352	0.3862	0.5352	0.7316
0.3937	7.8667	590	0.5281	0.3684	0.5281	0.7267
0.3937	7.8933	592	0.5236	0.4098	0.5236	0.7236
0.3937	7.92	594	0.5313	0.4348	0.5313	0.7289
0.3937	7.9467	596	0.5590	0.4894	0.5590	0.7477
0.3937	7.9733	598	0.5644	0.4894	0.5644	0.7513
0.3937	8.0	600	0.5444	0.4652	0.5444	0.7378
0.3937	8.0267	602	0.5283	0.4098	0.5283	0.7269
0.3937	8.0533	604	0.5458	0.4409	0.5458	0.7388
0.3937	8.08	606	0.5763	0.4286	0.5763	0.7592
0.3937	8.1067	608	0.5684	0.4409	0.5684	0.7539
0.3937	8.1333	610	0.5385	0.375	0.5385	0.7338
0.3937	8.16	612	0.5289	0.4098	0.5289	0.7272
0.3937	8.1867	614	0.5348	0.4413	0.5348	0.7313
0.3937	8.2133	616	0.5309	0.4413	0.5309	0.7286
0.3937	8.24	618	0.5248	0.4157	0.5248	0.7244
0.3937	8.2667	620	0.5203	0.3829	0.5203	0.7213
0.3937	8.2933	622	0.5197	0.4483	0.5197	0.7209
0.3937	8.32	624	0.5213	0.4483	0.5213	0.7220
0.3937	8.3467	626	0.5202	0.3898	0.5202	0.7213
0.3937	8.3733	628	0.5216	0.3778	0.5216	0.7222
0.3937	8.4	630	0.5256	0.4917	0.5256	0.7250
0.3937	8.4267	632	0.5277	0.4917	0.5277	0.7265
0.3937	8.4533	634	0.5229	0.4743	0.5229	0.7231
0.3937	8.48	636	0.5239	0.4413	0.5239	0.7238
0.3937	8.5067	638	0.5253	0.4413	0.5253	0.7248
0.3937	8.5333	640	0.5255	0.4413	0.5255	0.7249
0.3937	8.56	642	0.5241	0.4973	0.5241	0.7240
0.3937	8.5867	644	0.5240	0.4595	0.5240	0.7239
0.3937	8.6133	646	0.5243	0.4595	0.5243	0.7241
0.3937	8.64	648	0.5249	0.4917	0.5249	0.7245
0.3937	8.6667	650	0.5272	0.4783	0.5272	0.7261
0.3937	8.6933	652	0.5272	0.4783	0.5272	0.7261
0.3937	8.72	654	0.5273	0.4783	0.5273	0.7262
0.3937	8.7467	656	0.5259	0.4917	0.5259	0.7252
0.3937	8.7733	658	0.5270	0.3846	0.5270	0.7260
0.3937	8.8	660	0.5366	0.4286	0.5366	0.7325
0.3937	8.8267	662	0.5589	0.3661	0.5589	0.7476
0.3937	8.8533	664	0.5728	0.3661	0.5728	0.7568
0.3937	8.88	666	0.5712	0.3661	0.5712	0.7558
0.3937	8.9067	668	0.5558	0.3661	0.5558	0.7455
0.3937	8.9333	670	0.5408	0.4286	0.5408	0.7354
0.3937	8.96	672	0.5336	0.4595	0.5336	0.7305
0.3937	8.9867	674	0.5331	0.4839	0.5331	0.7301
0.3937	9.0133	676	0.5343	0.4783	0.5343	0.7310
0.3937	9.04	678	0.5312	0.4709	0.5312	0.7289
0.3937	9.0667	680	0.5282	0.4839	0.5282	0.7268
0.3937	9.0933	682	0.5262	0.4595	0.5262	0.7254
0.3937	9.12	684	0.5277	0.375	0.5277	0.7265
0.3937	9.1467	686	0.5307	0.4286	0.5307	0.7285
0.3937	9.1733	688	0.5381	0.4409	0.5381	0.7336
0.3937	9.2	690	0.5398	0.4409	0.5398	0.7347
0.3937	9.2267	692	0.5337	0.4409	0.5337	0.7305
0.3937	9.2533	694	0.5232	0.4409	0.5232	0.7233
0.3937	9.28	696	0.5168	0.4413	0.5168	0.7189
0.3937	9.3067	698	0.5137	0.4483	0.5137	0.7167
0.3937	9.3333	700	0.5119	0.3898	0.5119	0.7154
0.3937	9.36	702	0.5102	0.4667	0.5102	0.7143
0.3937	9.3867	704	0.5089	0.4743	0.5089	0.7134
0.3937	9.4133	706	0.5080	0.4743	0.5080	0.7127
0.3937	9.44	708	0.5077	0.4743	0.5077	0.7125
0.3937	9.4667	710	0.5094	0.4917	0.5094	0.7137
0.3937	9.4933	712	0.5106	0.4917	0.5106	0.7146
0.3937	9.52	714	0.5117	0.4917	0.5117	0.7153
0.3937	9.5467	716	0.5112	0.4917	0.5112	0.7150
0.3937	9.5733	718	0.5102	0.4917	0.5102	0.7143
0.3937	9.6	720	0.5094	0.4917	0.5094	0.7137
0.3937	9.6267	722	0.5073	0.4917	0.5073	0.7122
0.3937	9.6533	724	0.5056	0.5056	0.5056	0.7111
0.3937	9.68	726	0.5053	0.5349	0.5053	0.7108
0.3937	9.7067	728	0.5060	0.4483	0.5060	0.7113
0.3937	9.7333	730	0.5069	0.4483	0.5069	0.7120
0.3937	9.76	732	0.5077	0.4483	0.5077	0.7125
0.3937	9.7867	734	0.5079	0.4483	0.5079	0.7127
0.3937	9.8133	736	0.5082	0.4483	0.5082	0.7129
0.3937	9.84	738	0.5080	0.4483	0.5080	0.7128
0.3937	9.8667	740	0.5074	0.4483	0.5074	0.7123
0.3937	9.8933	742	0.5068	0.4483	0.5068	0.7119
0.3937	9.92	744	0.5063	0.4483	0.5063	0.7115
0.3937	9.9467	746	0.5061	0.4483	0.5061	0.7114
0.3937	9.9733	748	0.5061	0.4483	0.5061	0.7114
0.3937	10.0	750	0.5062	0.4483	0.5062	0.7114

Framework versions

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