ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_task7_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: 0.5605
• Qwk: 0.3166
• Mse: 0.5605
• Rmse: 0.7487

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	0.0220	2	2.5539	-0.0262	2.5539	1.5981
No log	0.0440	4	1.2699	0.2147	1.2699	1.1269
No log	0.0659	6	0.9571	-0.1408	0.9571	0.9783
No log	0.0879	8	0.8987	-0.0138	0.8987	0.9480
No log	0.1099	10	1.0517	0.1682	1.0517	1.0255
No log	0.1319	12	0.9862	0.1734	0.9862	0.9931
No log	0.1538	14	0.7554	0.1686	0.7554	0.8691
No log	0.1758	16	0.7639	0.1142	0.7639	0.8740
No log	0.1978	18	0.7463	0.1459	0.7463	0.8639
No log	0.2198	20	0.8079	0.2244	0.8079	0.8988
No log	0.2418	22	0.7647	0.2244	0.7647	0.8745
No log	0.2637	24	0.6653	0.3599	0.6653	0.8157
No log	0.2857	26	0.6440	0.5050	0.6440	0.8025
No log	0.3077	28	0.6089	0.3754	0.6089	0.7803
No log	0.3297	30	0.7134	0.3675	0.7134	0.8446
No log	0.3516	32	0.6554	0.3127	0.6554	0.8096
No log	0.3736	34	0.6902	0.4163	0.6902	0.8308
No log	0.3956	36	0.7745	0.3573	0.7745	0.8801
No log	0.4176	38	0.7507	0.3492	0.7507	0.8665
No log	0.4396	40	0.6525	0.2740	0.6525	0.8078
No log	0.4615	42	0.6414	0.1752	0.6414	0.8009
No log	0.4835	44	0.6632	0.1007	0.6632	0.8144
No log	0.5055	46	0.6691	0.1617	0.6691	0.8180
No log	0.5275	48	0.6921	0.0428	0.6921	0.8319
No log	0.5495	50	0.6985	0.0757	0.6985	0.8357
No log	0.5714	52	0.7112	0.1918	0.7112	0.8433
No log	0.5934	54	0.8224	0.3234	0.8224	0.9068
No log	0.6154	56	0.7964	0.2467	0.7964	0.8924
No log	0.6374	58	0.7058	0.1456	0.7058	0.8401
No log	0.6593	60	0.7056	0.0327	0.7056	0.8400
No log	0.6813	62	0.7203	0.2589	0.7203	0.8487
No log	0.7033	64	0.8513	0.3069	0.8513	0.9227
No log	0.7253	66	1.0277	0.2840	1.0277	1.0138
No log	0.7473	68	0.9076	0.3417	0.9076	0.9527
No log	0.7692	70	0.7806	0.2558	0.7806	0.8835
No log	0.7912	72	0.8279	0.3475	0.8279	0.9099
No log	0.8132	74	1.1162	0.1754	1.1162	1.0565
No log	0.8352	76	1.1639	0.2363	1.1639	1.0789
No log	0.8571	78	1.0521	0.2002	1.0521	1.0257
No log	0.8791	80	0.7953	0.3958	0.7953	0.8918
No log	0.9011	82	0.7313	0.4227	0.7313	0.8552
No log	0.9231	84	0.7349	0.3615	0.7349	0.8573
No log	0.9451	86	0.6756	0.4459	0.6756	0.8219
No log	0.9670	88	0.7249	0.3754	0.7249	0.8514
No log	0.9890	90	0.7238	0.3754	0.7238	0.8508
No log	1.0110	92	0.6825	0.3728	0.6825	0.8261
No log	1.0330	94	0.8040	0.4562	0.8040	0.8967
No log	1.0549	96	0.8186	0.4175	0.8186	0.9047
No log	1.0769	98	0.7614	0.3590	0.7614	0.8726
No log	1.0989	100	0.7282	0.2590	0.7282	0.8533
No log	1.1209	102	0.7461	0.2953	0.7461	0.8638
No log	1.1429	104	0.9153	0.3044	0.9153	0.9567
No log	1.1648	106	0.9639	0.3499	0.9639	0.9818
No log	1.1868	108	0.7926	0.4023	0.7926	0.8903
No log	1.2088	110	0.7331	0.4260	0.7331	0.8562
No log	1.2308	112	0.7869	0.4409	0.7869	0.8871
No log	1.2527	114	0.7433	0.4664	0.7433	0.8622
No log	1.2747	116	0.6796	0.3478	0.6796	0.8244
No log	1.2967	118	0.6868	0.2872	0.6868	0.8287
No log	1.3187	120	0.7291	0.3746	0.7291	0.8538
No log	1.3407	122	0.7241	0.2605	0.7241	0.8510
No log	1.3626	124	0.7228	0.2953	0.7228	0.8502
No log	1.3846	126	0.8085	0.3586	0.8085	0.8992
No log	1.4066	128	0.9161	0.3542	0.9161	0.9571
No log	1.4286	130	0.9670	0.3470	0.9670	0.9833
No log	1.4505	132	0.8185	0.4051	0.8185	0.9047
No log	1.4725	134	0.6082	0.3737	0.6082	0.7799
No log	1.4945	136	0.5981	0.3407	0.5981	0.7734
No log	1.5165	138	0.6446	0.2771	0.6446	0.8028
No log	1.5385	140	0.6022	0.3089	0.6022	0.7760
No log	1.5604	142	0.5918	0.4614	0.5918	0.7693
No log	1.5824	144	0.6173	0.4158	0.6173	0.7857
No log	1.6044	146	0.6190	0.4614	0.6190	0.7868
No log	1.6264	148	0.6296	0.4267	0.6296	0.7935
No log	1.6484	150	0.6375	0.3728	0.6375	0.7984
No log	1.6703	152	0.6616	0.4158	0.6616	0.8134
No log	1.6923	154	0.6935	0.3712	0.6935	0.8328
No log	1.7143	156	0.6980	0.3972	0.6980	0.8355
No log	1.7363	158	0.6634	0.3996	0.6634	0.8145
No log	1.7582	160	0.6516	0.4270	0.6516	0.8072
No log	1.7802	162	0.7028	0.4197	0.7028	0.8383
No log	1.8022	164	0.9001	0.3214	0.9001	0.9487
No log	1.8242	166	0.9322	0.3337	0.9322	0.9655
No log	1.8462	168	0.8235	0.3499	0.8235	0.9074
No log	1.8681	170	0.6628	0.4247	0.6628	0.8141
No log	1.8901	172	0.6386	0.3996	0.6386	0.7991
No log	1.9121	174	0.6614	0.4247	0.6614	0.8132
No log	1.9341	176	0.6680	0.4247	0.6680	0.8173
No log	1.9560	178	0.6654	0.3996	0.6654	0.8157
No log	1.9780	180	0.6723	0.4247	0.6723	0.8199
No log	2.0	182	0.6702	0.4247	0.6702	0.8186
No log	2.0220	184	0.6472	0.4020	0.6472	0.8045
No log	2.0440	186	0.6640	0.4294	0.6640	0.8149
No log	2.0659	188	0.7111	0.4665	0.7111	0.8433
No log	2.0879	190	0.6643	0.4684	0.6643	0.8150
No log	2.1099	192	0.6177	0.4473	0.6177	0.7860
No log	2.1319	194	0.6838	0.4562	0.6838	0.8269
No log	2.1538	196	0.6837	0.3843	0.6837	0.8268
No log	2.1758	198	0.6604	0.4076	0.6604	0.8126
No log	2.1978	200	0.7078	0.4167	0.7078	0.8413
No log	2.2198	202	0.7577	0.4275	0.7577	0.8704
No log	2.2418	204	0.8382	0.4705	0.8382	0.9155
No log	2.2637	206	0.7803	0.4275	0.7803	0.8833
No log	2.2857	208	0.7694	0.4275	0.7694	0.8771
No log	2.3077	210	0.8090	0.4493	0.8090	0.8995
No log	2.3297	212	0.7591	0.4197	0.7591	0.8713
No log	2.3516	214	0.7883	0.4123	0.7883	0.8879
No log	2.3736	216	0.8147	0.4051	0.8147	0.9026
No log	2.3956	218	0.7719	0.4036	0.7719	0.8786
No log	2.4176	220	0.7281	0.2953	0.7281	0.8533
No log	2.4396	222	0.7449	0.3209	0.7449	0.8631
No log	2.4615	224	0.8753	0.3604	0.8753	0.9356
No log	2.4835	226	0.9381	0.3867	0.9381	0.9685
No log	2.5055	228	0.7941	0.3963	0.7941	0.8911
No log	2.5275	230	0.7450	0.2001	0.7450	0.8631
No log	2.5495	232	0.7671	0.2862	0.7671	0.8759
No log	2.5714	234	0.7231	0.1289	0.7231	0.8504
No log	2.5934	236	0.7495	0.3770	0.7495	0.8658
No log	2.6154	238	0.7913	0.3699	0.7913	0.8895
No log	2.6374	240	0.7500	0.3770	0.7500	0.8660
No log	2.6593	242	0.7289	0.1884	0.7289	0.8537
No log	2.6813	244	0.7380	0.2713	0.7380	0.8590
No log	2.7033	246	0.7402	0.2744	0.7402	0.8604
No log	2.7253	248	0.7173	0.3022	0.7173	0.8470
No log	2.7473	250	0.6976	0.3498	0.6976	0.8352
No log	2.7692	252	0.7155	0.3770	0.7155	0.8459
No log	2.7912	254	0.7368	0.4014	0.7368	0.8584
No log	2.8132	256	0.7592	0.3940	0.7592	0.8713
No log	2.8352	258	0.6960	0.3475	0.6960	0.8343
No log	2.8571	260	0.6466	0.4681	0.6466	0.8041
No log	2.8791	262	0.6345	0.4743	0.6345	0.7966
No log	2.9011	264	0.6618	0.4272	0.6618	0.8135
No log	2.9231	266	0.6927	0.4197	0.6927	0.8323
No log	2.9451	268	0.6142	0.4905	0.6142	0.7837
No log	2.9670	270	0.5445	0.5003	0.5445	0.7379
No log	2.9890	272	0.5569	0.4364	0.5569	0.7463
No log	3.0110	274	0.5707	0.4589	0.5707	0.7555
No log	3.0330	276	0.5470	0.4364	0.5470	0.7396
No log	3.0549	278	0.5508	0.5631	0.5508	0.7422
No log	3.0769	280	0.5673	0.4867	0.5673	0.7532
No log	3.0989	282	0.5644	0.4504	0.5644	0.7513
No log	3.1209	284	0.6039	0.3377	0.6039	0.7771
No log	3.1429	286	0.6046	0.3377	0.6046	0.7775
No log	3.1648	288	0.5802	0.3945	0.5802	0.7617
No log	3.1868	290	0.6387	0.4272	0.6387	0.7992
No log	3.2088	292	0.6659	0.4272	0.6659	0.8160
No log	3.2308	294	0.6529	0.4197	0.6529	0.8081
No log	3.2527	296	0.5785	0.4663	0.5785	0.7606
No log	3.2747	298	0.5655	0.4663	0.5655	0.7520
No log	3.2967	300	0.5459	0.5056	0.5459	0.7389
No log	3.3187	302	0.5566	0.3834	0.5566	0.7461
No log	3.3407	304	0.5529	0.4338	0.5529	0.7435
No log	3.3626	306	0.5644	0.4243	0.5644	0.7513
No log	3.3846	308	0.6486	0.4167	0.6486	0.8054
No log	3.4066	310	0.6621	0.4167	0.6621	0.8137
No log	3.4286	312	0.6063	0.3814	0.6063	0.7786
No log	3.4505	314	0.5863	0.4639	0.5863	0.7657
No log	3.4725	316	0.5661	0.5326	0.5661	0.7524
No log	3.4945	318	0.5659	0.4639	0.5659	0.7523
No log	3.5165	320	0.5552	0.5437	0.5552	0.7451
No log	3.5385	322	0.5668	0.5195	0.5668	0.7529
No log	3.5604	324	0.5408	0.5437	0.5408	0.7354
No log	3.5824	326	0.5261	0.5022	0.5261	0.7253
No log	3.6044	328	0.5577	0.5075	0.5577	0.7468
No log	3.6264	330	0.5549	0.5075	0.5549	0.7449
No log	3.6484	332	0.5504	0.5593	0.5504	0.7419
No log	3.6703	334	0.6570	0.4197	0.6570	0.8105
No log	3.6923	336	0.6524	0.4167	0.6524	0.8077
No log	3.7143	338	0.5986	0.3942	0.5986	0.7737
No log	3.7363	340	0.5969	0.3763	0.5969	0.7726
No log	3.7582	342	0.6117	0.3782	0.6117	0.7821
No log	3.7802	344	0.6243	0.4060	0.6243	0.7901
No log	3.8022	346	0.6383	0.2181	0.6383	0.7990
No log	3.8242	348	0.6474	0.1620	0.6474	0.8046
No log	3.8462	350	0.6318	0.1519	0.6318	0.7949
No log	3.8681	352	0.6195	0.3197	0.6195	0.7871
No log	3.8901	354	0.6302	0.4158	0.6302	0.7939
No log	3.9121	356	0.6340	0.4414	0.6340	0.7962
No log	3.9341	358	0.6440	0.4414	0.6440	0.8025
No log	3.9560	360	0.6528	0.4905	0.6528	0.8079
No log	3.9780	362	0.6322	0.4905	0.6322	0.7951
No log	4.0	364	0.5922	0.3622	0.5922	0.7696
No log	4.0220	366	0.5894	0.3894	0.5894	0.7677
No log	4.0440	368	0.6440	0.4330	0.6440	0.8025
No log	4.0659	370	0.7653	0.4502	0.7653	0.8748
No log	4.0879	372	0.7573	0.4502	0.7573	0.8702
No log	4.1099	374	0.6509	0.3637	0.6509	0.8068
No log	4.1319	376	0.5972	0.4158	0.5972	0.7728
No log	4.1538	378	0.5994	0.4753	0.5994	0.7742
No log	4.1758	380	0.6025	0.4753	0.6025	0.7762
No log	4.1978	382	0.6044	0.4330	0.6044	0.7774
No log	4.2198	384	0.6180	0.4330	0.6180	0.7861
No log	4.2418	386	0.6168	0.4330	0.6168	0.7853
No log	4.2637	388	0.5792	0.3728	0.5792	0.7610
No log	4.2857	390	0.5979	0.3958	0.5979	0.7732
No log	4.3077	392	0.5997	0.3906	0.5997	0.7744
No log	4.3297	394	0.5603	0.4595	0.5603	0.7485
No log	4.3516	396	0.5981	0.4330	0.5981	0.7734
No log	4.3736	398	0.6934	0.4251	0.6934	0.8327
No log	4.3956	400	0.6806	0.4329	0.6806	0.8250
No log	4.4176	402	0.6003	0.4905	0.6003	0.7748
No log	4.4396	404	0.5640	0.4330	0.5640	0.7510
No log	4.4615	406	0.5349	0.4354	0.5349	0.7314
No log	4.4835	408	0.5226	0.4569	0.5226	0.7229
No log	4.5055	410	0.5064	0.4614	0.5064	0.7116
No log	4.5275	412	0.5247	0.5252	0.5247	0.7244
No log	4.5495	414	0.5797	0.4978	0.5797	0.7614
No log	4.5714	416	0.5523	0.4978	0.5523	0.7431
No log	4.5934	418	0.4961	0.5252	0.4961	0.7044
No log	4.6154	420	0.4834	0.4888	0.4834	0.6953
No log	4.6374	422	0.4946	0.4816	0.4946	0.7033
No log	4.6593	424	0.5253	0.4019	0.5253	0.7247
No log	4.6813	426	0.5283	0.4019	0.5283	0.7268
No log	4.7033	428	0.5269	0.4468	0.5269	0.7259
No log	4.7253	430	0.5282	0.4707	0.5282	0.7268
No log	4.7473	432	0.5386	0.4468	0.5386	0.7339
No log	4.7692	434	0.5651	0.3808	0.5651	0.7517
No log	4.7912	436	0.5650	0.3836	0.5650	0.7516
No log	4.8132	438	0.5740	0.4707	0.5740	0.7576
No log	4.8352	440	0.6235	0.4925	0.6235	0.7896
No log	4.8571	442	0.7440	0.4801	0.7440	0.8626
No log	4.8791	444	0.7976	0.5103	0.7976	0.8931
No log	4.9011	446	0.6924	0.5264	0.6924	0.8321
No log	4.9231	448	0.5760	0.4985	0.5760	0.7589
No log	4.9451	450	0.5702	0.4364	0.5702	0.7551
No log	4.9670	452	0.5727	0.4697	0.5727	0.7568
No log	4.9890	454	0.5545	0.4953	0.5545	0.7447
No log	5.0110	456	0.5893	0.5448	0.5893	0.7676
No log	5.0330	458	0.6150	0.4925	0.6150	0.7842
No log	5.0549	460	0.6022	0.5448	0.6022	0.7760
No log	5.0769	462	0.6160	0.5448	0.6160	0.7849
No log	5.0989	464	0.6378	0.5177	0.6378	0.7987
No log	5.1209	466	0.6323	0.5177	0.6323	0.7952
No log	5.1429	468	0.5996	0.4314	0.5996	0.7744
No log	5.1648	470	0.5870	0.4576	0.5870	0.7661
No log	5.1868	472	0.5741	0.5123	0.5741	0.7577
No log	5.2088	474	0.5507	0.4816	0.5507	0.7421
No log	5.2308	476	0.5459	0.5022	0.5459	0.7389
No log	5.2527	478	0.5316	0.5003	0.5316	0.7291
No log	5.2747	480	0.5242	0.5550	0.5242	0.7240
No log	5.2967	482	0.5238	0.5177	0.5238	0.7238
No log	5.3187	484	0.5299	0.5177	0.5299	0.7279
No log	5.3407	486	0.5368	0.5413	0.5368	0.7326
No log	5.3626	488	0.5348	0.5177	0.5348	0.7313
No log	5.3846	490	0.5382	0.5123	0.5382	0.7336
No log	5.4066	492	0.5491	0.5420	0.5491	0.7410
No log	5.4286	494	0.5392	0.5131	0.5392	0.7343
No log	5.4505	496	0.5430	0.4569	0.5430	0.7369
No log	5.4725	498	0.5676	0.4136	0.5676	0.7534
0.3294	5.4945	500	0.5671	0.3836	0.5670	0.7530
0.3294	5.5165	502	0.5524	0.4592	0.5524	0.7432
0.3294	5.5385	504	0.5498	0.5698	0.5498	0.7415
0.3294	5.5604	506	0.5444	0.3754	0.5444	0.7378
0.3294	5.5824	508	0.5430	0.3889	0.5430	0.7369
0.3294	5.6044	510	0.5365	0.3889	0.5365	0.7324
0.3294	5.6264	512	0.5496	0.3958	0.5496	0.7413
0.3294	5.6484	514	0.6177	0.4776	0.6177	0.7859
0.3294	5.6703	516	0.6347	0.5178	0.6347	0.7967
0.3294	5.6923	518	0.5631	0.3906	0.5631	0.7504
0.3294	5.7143	520	0.5262	0.5003	0.5262	0.7254
0.3294	5.7363	522	0.5310	0.5071	0.5310	0.7287
0.3294	5.7582	524	0.5420	0.4914	0.5420	0.7362
0.3294	5.7802	526	0.5891	0.2837	0.5891	0.7675
0.3294	5.8022	528	0.6327	0.2491	0.6327	0.7954
0.3294	5.8242	530	0.6070	0.2872	0.6070	0.7791
0.3294	5.8462	532	0.5778	0.4397	0.5778	0.7601
0.3294	5.8681	534	0.5937	0.4375	0.5937	0.7705
0.3294	5.8901	536	0.6147	0.3996	0.6147	0.7840
0.3294	5.9121	538	0.6061	0.4375	0.6061	0.7785
0.3294	5.9341	540	0.6163	0.3863	0.6163	0.7850
0.3294	5.9560	542	0.6063	0.3551	0.6063	0.7786
0.3294	5.9780	544	0.6021	0.4375	0.6021	0.7760
0.3294	6.0	546	0.5947	0.4639	0.5947	0.7712
0.3294	6.0220	548	0.5787	0.4895	0.5787	0.7607
0.3294	6.0440	550	0.5678	0.4314	0.5678	0.7535
0.3294	6.0659	552	0.5546	0.4908	0.5546	0.7447
0.3294	6.0879	554	0.5483	0.5228	0.5483	0.7405
0.3294	6.1099	556	0.5569	0.4378	0.5569	0.7463
0.3294	6.1319	558	0.5772	0.3183	0.5772	0.7597
0.3294	6.1538	560	0.5922	0.3183	0.5922	0.7695
0.3294	6.1758	562	0.5953	0.3123	0.5953	0.7716
0.3294	6.1978	564	0.6039	0.3416	0.6039	0.7771
0.3294	6.2198	566	0.6082	0.4437	0.6082	0.7799
0.3294	6.2418	568	0.6092	0.4534	0.6092	0.7805
0.3294	6.2637	570	0.5955	0.3643	0.5955	0.7717
0.3294	6.2857	572	0.5941	0.4201	0.5941	0.7708
0.3294	6.3077	574	0.6012	0.5016	0.6012	0.7754
0.3294	6.3297	576	0.5969	0.5016	0.5969	0.7726
0.3294	6.3516	578	0.5723	0.4147	0.5723	0.7565
0.3294	6.3736	580	0.5639	0.3702	0.5639	0.7509
0.3294	6.3956	582	0.5603	0.3702	0.5603	0.7485
0.3294	6.4176	584	0.5590	0.3551	0.5590	0.7476
0.3294	6.4396	586	0.5650	0.4726	0.5650	0.7517
0.3294	6.4615	588	0.5666	0.4091	0.5666	0.7528
0.3294	6.4835	590	0.5675	0.4337	0.5675	0.7533
0.3294	6.5055	592	0.5948	0.5403	0.5948	0.7712
0.3294	6.5275	594	0.6103	0.5158	0.6103	0.7812
0.3294	6.5495	596	0.6107	0.5158	0.6107	0.7815
0.3294	6.5714	598	0.6405	0.5233	0.6405	0.8003
0.3294	6.5934	600	0.6276	0.5411	0.6276	0.7922
0.3294	6.6154	602	0.5833	0.4919	0.5833	0.7637
0.3294	6.6374	604	0.5508	0.4685	0.5508	0.7421
0.3294	6.6593	606	0.5581	0.3445	0.5581	0.7471
0.3294	6.6813	608	0.5714	0.3474	0.5714	0.7559
0.3294	6.7033	610	0.5657	0.3474	0.5657	0.7521
0.3294	6.7253	612	0.5490	0.4124	0.5490	0.7409
0.3294	6.7473	614	0.5641	0.5237	0.5641	0.7511
0.3294	6.7692	616	0.5649	0.5254	0.5649	0.7516
0.3294	6.7912	618	0.5590	0.4782	0.5590	0.7477
0.3294	6.8132	620	0.5667	0.3906	0.5667	0.7528
0.3294	6.8352	622	0.5683	0.3669	0.5683	0.7538
0.3294	6.8571	624	0.5626	0.3669	0.5626	0.7501
0.3294	6.8791	626	0.5555	0.3955	0.5555	0.7453
0.3294	6.9011	628	0.5527	0.5053	0.5527	0.7434
0.3294	6.9231	630	0.5492	0.5307	0.5492	0.7411
0.3294	6.9451	632	0.5485	0.5232	0.5485	0.7406
0.3294	6.9670	634	0.5447	0.4953	0.5447	0.7380
0.3294	6.9890	636	0.5334	0.5703	0.5334	0.7303
0.3294	7.0110	638	0.5224	0.5195	0.5224	0.7228
0.3294	7.0330	640	0.5683	0.4016	0.5683	0.7539
0.3294	7.0549	642	0.6064	0.4633	0.6064	0.7787
0.3294	7.0769	644	0.5854	0.5144	0.5854	0.7651
0.3294	7.0989	646	0.5182	0.5929	0.5182	0.7199
0.3294	7.1209	648	0.4837	0.5288	0.4837	0.6955
0.3294	7.1429	650	0.5177	0.5327	0.5177	0.7195
0.3294	7.1648	652	0.5057	0.5597	0.5057	0.7111
0.3294	7.1868	654	0.4999	0.5597	0.4999	0.7070
0.3294	7.2088	656	0.4918	0.5597	0.4918	0.7012
0.3294	7.2308	658	0.4987	0.5516	0.4987	0.7062
0.3294	7.2527	660	0.5223	0.5597	0.5223	0.7227
0.3294	7.2747	662	0.5026	0.5289	0.5026	0.7090
0.3294	7.2967	664	0.4865	0.5692	0.4865	0.6975
0.3294	7.3187	666	0.4818	0.5692	0.4818	0.6941
0.3294	7.3407	668	0.5056	0.5593	0.5056	0.7111
0.3294	7.3626	670	0.5456	0.5597	0.5456	0.7386
0.3294	7.3846	672	0.5288	0.5597	0.5288	0.7272
0.3294	7.4066	674	0.5113	0.4768	0.5113	0.7151
0.3294	7.4286	676	0.5316	0.4194	0.5316	0.7291
0.3294	7.4505	678	0.5264	0.4194	0.5264	0.7255
0.3294	7.4725	680	0.5318	0.5516	0.5318	0.7292
0.3294	7.4945	682	0.5773	0.5580	0.5773	0.7598
0.3294	7.5165	684	0.5828	0.5149	0.5828	0.7634
0.3294	7.5385	686	0.5825	0.5379	0.5825	0.7632
0.3294	7.5604	688	0.6087	0.5403	0.6087	0.7802
0.3294	7.5824	690	0.6250	0.5233	0.6250	0.7906
0.3294	7.6044	692	0.6611	0.5233	0.6611	0.8131
0.3294	7.6264	694	0.6647	0.5233	0.6647	0.8153
0.3294	7.6484	696	0.6605	0.4728	0.6605	0.8127
0.3294	7.6703	698	0.6174	0.4997	0.6174	0.7857
0.3294	7.6923	700	0.5831	0.5091	0.5831	0.7636
0.3294	7.7143	702	0.5723	0.5349	0.5723	0.7565
0.3294	7.7363	704	0.5864	0.4997	0.5864	0.7658
0.3294	7.7582	706	0.6511	0.4223	0.6511	0.8069
0.3294	7.7802	708	0.6973	0.4085	0.6973	0.8350
0.3294	7.8022	710	0.6718	0.4223	0.6718	0.8197
0.3294	7.8242	712	0.5964	0.5233	0.5964	0.7723
0.3294	7.8462	714	0.5680	0.5481	0.5680	0.7537
0.3294	7.8681	716	0.5584	0.5481	0.5584	0.7473
0.3294	7.8901	718	0.5746	0.5233	0.5746	0.7580
0.3294	7.9121	720	0.5663	0.5430	0.5663	0.7525
0.3294	7.9341	722	0.5522	0.4206	0.5522	0.7431
0.3294	7.9560	724	0.5668	0.4314	0.5668	0.7529
0.3294	7.9780	726	0.5768	0.4027	0.5768	0.7595
0.3294	8.0	728	0.5897	0.4060	0.5897	0.7679
0.3294	8.0220	730	0.6083	0.5189	0.6083	0.7800
0.3294	8.0440	732	0.6247	0.4997	0.6247	0.7904
0.3294	8.0659	734	0.6174	0.4997	0.6174	0.7857
0.3294	8.0879	736	0.5967	0.5430	0.5967	0.7725
0.3294	8.1099	738	0.5767	0.5430	0.5767	0.7594
0.3294	8.1319	740	0.5476	0.5189	0.5476	0.7400
0.3294	8.1538	742	0.5285	0.3976	0.5285	0.7269
0.3294	8.1758	744	0.5299	0.3976	0.5299	0.7280
0.3294	8.1978	746	0.5386	0.3919	0.5386	0.7339
0.3294	8.2198	748	0.5423	0.3919	0.5423	0.7364
0.3294	8.2418	750	0.5523	0.4592	0.5523	0.7431
0.3294	8.2637	752	0.6287	0.5215	0.6287	0.7929
0.3294	8.2857	754	0.7235	0.4462	0.7235	0.8506
0.3294	8.3077	756	0.7000	0.4541	0.7000	0.8366
0.3294	8.3297	758	0.6061	0.5430	0.6061	0.7785
0.3294	8.3516	760	0.5787	0.5430	0.5787	0.7607
0.3294	8.3736	762	0.5827	0.5430	0.5827	0.7634
0.3294	8.3956	764	0.6160	0.5071	0.6160	0.7849
0.3294	8.4176	766	0.6593	0.4230	0.6593	0.8120
0.3294	8.4396	768	0.6433	0.5071	0.6433	0.8020
0.3294	8.4615	770	0.6023	0.4919	0.6023	0.7761
0.3294	8.4835	772	0.5764	0.4330	0.5764	0.7592
0.3294	8.5055	774	0.5726	0.3445	0.5726	0.7567
0.3294	8.5275	776	0.5697	0.3754	0.5697	0.7548
0.3294	8.5495	778	0.5859	0.3445	0.5859	0.7654
0.3294	8.5714	780	0.6150	0.4100	0.6150	0.7842
0.3294	8.5934	782	0.6144	0.3814	0.6144	0.7838
0.3294	8.6154	784	0.5926	0.3166	0.5926	0.7698
0.3294	8.6374	786	0.5822	0.3006	0.5822	0.7630
0.3294	8.6593	788	0.5747	0.3006	0.5747	0.7581
0.3294	8.6813	790	0.5605	0.3166	0.5605	0.7487

Framework versions

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