ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_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: 0.4563
• Qwk: 0.4413
• Mse: 0.4563
• Rmse: 0.6755

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	0.0235	2	3.2551	0.0026	3.2551	1.8042
No log	0.0471	4	1.5130	0.0255	1.5130	1.2300
No log	0.0706	6	0.8933	0.0877	0.8933	0.9452
No log	0.0941	8	0.7029	0.1195	0.7029	0.8384
No log	0.1176	10	0.6313	0.0725	0.6313	0.7945
No log	0.1412	12	0.7418	0.0	0.7418	0.8613
No log	0.1647	14	0.6815	0.0	0.6815	0.8255
No log	0.1882	16	0.6993	0.1556	0.6993	0.8362
No log	0.2118	18	0.8209	0.1691	0.8209	0.9060
No log	0.2353	20	1.0143	0.1644	1.0143	1.0071
No log	0.2588	22	0.5973	0.1895	0.5973	0.7729
No log	0.2824	24	0.6253	0.0	0.6253	0.7908
No log	0.3059	26	0.7313	0.0222	0.7313	0.8552
No log	0.3294	28	0.6050	0.0720	0.6050	0.7778
No log	0.3529	30	0.8111	0.0933	0.8111	0.9006
No log	0.3765	32	1.0745	0.0431	1.0745	1.0366
No log	0.4	34	0.7977	0.0631	0.7977	0.8931
No log	0.4235	36	0.5842	0.0303	0.5842	0.7644
No log	0.4471	38	0.5645	0.0303	0.5645	0.7514
No log	0.4706	40	0.5888	0.0677	0.5888	0.7673
No log	0.4941	42	0.6211	0.1325	0.6211	0.7881
No log	0.5176	44	0.5940	0.1515	0.5940	0.7707
No log	0.5412	46	0.7775	0.1925	0.7775	0.8817
No log	0.5647	48	0.8833	0.2072	0.8833	0.9398
No log	0.5882	50	0.6465	0.3016	0.6465	0.8041
No log	0.6118	52	0.5629	0.1304	0.5629	0.7503
No log	0.6353	54	0.5603	0.0850	0.5603	0.7486
No log	0.6588	56	0.5549	0.2109	0.5549	0.7449
No log	0.6824	58	0.6495	0.3548	0.6495	0.8059
No log	0.7059	60	0.7528	0.2300	0.7528	0.8676
No log	0.7294	62	0.5702	0.2994	0.5702	0.7551
No log	0.7529	64	0.7069	0.2217	0.7069	0.8408
No log	0.7765	66	1.1606	0.1667	1.1606	1.0773
No log	0.8	68	0.6524	0.2780	0.6524	0.8077
No log	0.8235	70	0.7439	0.2919	0.7439	0.8625
No log	0.8471	72	1.1187	0.1045	1.1187	1.0577
No log	0.8706	74	0.8331	0.2217	0.8331	0.9128
No log	0.8941	76	0.6616	0.3744	0.6616	0.8134
No log	0.9176	78	1.0109	0.1877	1.0109	1.0054
No log	0.9412	80	0.6967	0.2661	0.6967	0.8347
No log	0.9647	82	0.7727	0.2000	0.7727	0.8790
No log	0.9882	84	1.0427	0.2113	1.0427	1.0211
No log	1.0118	86	0.7101	0.1456	0.7101	0.8427
No log	1.0353	88	0.5560	0.3829	0.5560	0.7457
No log	1.0588	90	0.9272	0.1597	0.9272	0.9629
No log	1.0824	92	0.7527	0.1923	0.7527	0.8676
No log	1.1059	94	0.6097	0.1648	0.6097	0.7808
No log	1.1294	96	1.7218	0.1721	1.7218	1.3122
No log	1.1529	98	1.7590	0.1721	1.7590	1.3263
No log	1.1765	100	0.8146	0.2217	0.8146	0.9026
No log	1.2	102	0.5931	0.2273	0.5931	0.7701
No log	1.2235	104	1.0158	0.2754	1.0158	1.0079
No log	1.2471	106	0.7668	0.2000	0.7668	0.8757
No log	1.2706	108	0.5053	0.4023	0.5053	0.7109
No log	1.2941	110	0.7295	0.0877	0.7295	0.8541
No log	1.3176	112	0.7792	0.1169	0.7792	0.8827
No log	1.3412	114	0.5452	0.4872	0.5452	0.7384
No log	1.3647	116	0.5480	0.3191	0.5480	0.7403
No log	1.3882	118	0.7556	0.3731	0.7556	0.8693
No log	1.4118	120	0.7131	0.3619	0.7131	0.8445
No log	1.4353	122	0.7099	0.3886	0.7099	0.8426
No log	1.4588	124	0.6672	0.3859	0.6672	0.8168
No log	1.4824	126	0.6241	0.3722	0.6241	0.7900
No log	1.5059	128	0.6956	0.3237	0.6956	0.8340
No log	1.5294	130	0.6263	0.4178	0.6263	0.7914
No log	1.5529	132	0.6614	0.3846	0.6614	0.8132
No log	1.5765	134	1.0779	0.3038	1.0779	1.0382
No log	1.6	136	0.8475	0.3258	0.8475	0.9206
No log	1.6235	138	0.6729	0.2300	0.6729	0.8203
No log	1.6471	140	0.8061	0.1071	0.8061	0.8978
No log	1.6706	142	0.6002	0.3299	0.6002	0.7747
No log	1.6941	144	0.8941	0.2291	0.8941	0.9456
No log	1.7176	146	1.7085	0.1679	1.7085	1.3071
No log	1.7412	148	1.3202	0.1950	1.3202	1.1490
No log	1.7647	150	0.6154	0.2444	0.6154	0.7844
No log	1.7882	152	0.6140	0.1683	0.6140	0.7836
No log	1.8118	154	0.5677	0.2917	0.5677	0.7535
No log	1.8353	156	0.6501	0.2688	0.6501	0.8063
No log	1.8588	158	0.7918	0.1786	0.7918	0.8898
No log	1.8824	160	0.6526	0.2245	0.6526	0.8078
No log	1.9059	162	0.5836	0.4468	0.5836	0.7639
No log	1.9294	164	0.5676	0.4694	0.5676	0.7534
No log	1.9529	166	0.6442	0.3739	0.6442	0.8026
No log	1.9765	168	0.7463	0.4150	0.7463	0.8639
No log	2.0	170	1.0599	0.2925	1.0599	1.0295
No log	2.0235	172	1.2990	0.2747	1.2990	1.1397
No log	2.0471	174	0.8727	0.3655	0.8727	0.9342
No log	2.0706	176	0.5762	0.4980	0.5762	0.7591
No log	2.0941	178	0.5759	0.3959	0.5759	0.7589
No log	2.1176	180	0.6890	0.3103	0.6890	0.8301
No log	2.1412	182	0.5832	0.3237	0.5832	0.7636
No log	2.1647	184	0.4728	0.4413	0.4728	0.6876
No log	2.1882	186	0.5032	0.4098	0.5032	0.7094
No log	2.2118	188	0.4643	0.5027	0.4643	0.6814
No log	2.2353	190	0.5666	0.3846	0.5666	0.7528
No log	2.2588	192	0.8198	0.2672	0.8198	0.9054
No log	2.2824	194	0.6748	0.4191	0.6748	0.8215
No log	2.3059	196	0.7782	0.3903	0.7782	0.8822
No log	2.3294	198	0.7133	0.4462	0.7133	0.8446
No log	2.3529	200	0.6435	0.4373	0.6435	0.8022
No log	2.3765	202	0.5511	0.4229	0.5511	0.7424
No log	2.4	204	0.6349	0.4027	0.6349	0.7968
No log	2.4235	206	0.5902	0.4123	0.5902	0.7682
No log	2.4471	208	0.4962	0.3882	0.4962	0.7044
No log	2.4706	210	0.5156	0.2821	0.5156	0.7181
No log	2.4941	212	0.4966	0.2970	0.4966	0.7047
No log	2.5176	214	0.7160	0.2294	0.7160	0.8462
No log	2.5412	216	0.7794	0.2287	0.7794	0.8829
No log	2.5647	218	0.5756	0.3231	0.5756	0.7587
No log	2.5882	220	0.5345	0.4413	0.5345	0.7311
No log	2.6118	222	0.5260	0.4105	0.5260	0.7253
No log	2.6353	224	0.5761	0.3035	0.5761	0.7590
No log	2.6588	226	0.7702	0.2566	0.7702	0.8776
No log	2.6824	228	0.6526	0.3214	0.6526	0.8078
No log	2.7059	230	0.4721	0.3939	0.4721	0.6871
No log	2.7294	232	0.4604	0.5217	0.4604	0.6786
No log	2.7529	234	0.4641	0.4051	0.4641	0.6812
No log	2.7765	236	0.6997	0.2900	0.6997	0.8365
No log	2.8	238	0.6894	0.2900	0.6894	0.8303
No log	2.8235	240	0.4609	0.5027	0.4609	0.6789
No log	2.8471	242	0.7161	0.1925	0.7161	0.8462
No log	2.8706	244	0.7990	0.1644	0.7990	0.8938
No log	2.8941	246	0.5191	0.4627	0.5191	0.7205
No log	2.9176	248	0.6147	0.2877	0.6147	0.7840
No log	2.9412	250	1.0394	0.3094	1.0394	1.0195
No log	2.9647	252	0.9365	0.2615	0.9365	0.9677
No log	2.9882	254	0.5422	0.3200	0.5422	0.7364
No log	3.0118	256	0.5187	0.4346	0.5187	0.7202
No log	3.0353	258	0.7726	0.1712	0.7726	0.8790
No log	3.0588	260	0.6895	0.2300	0.6895	0.8304
No log	3.0824	262	0.4588	0.4462	0.4588	0.6773
No log	3.1059	264	0.5670	0.3786	0.5670	0.7530
No log	3.1294	266	0.6004	0.3744	0.6004	0.7749
No log	3.1529	268	0.4923	0.4510	0.4923	0.7016
No log	3.1765	270	0.5153	0.5472	0.5153	0.7179
No log	3.2	272	0.5028	0.3488	0.5028	0.7091
No log	3.2235	274	0.5376	0.3962	0.5376	0.7332
No log	3.2471	276	0.8046	0.2569	0.8046	0.8970
No log	3.2706	278	0.8970	0.2627	0.8970	0.9471
No log	3.2941	280	0.6166	0.2941	0.6166	0.7853
No log	3.3176	282	0.4718	0.5319	0.4718	0.6869
No log	3.3412	284	0.5765	0.3706	0.5765	0.7593
No log	3.3647	286	0.5106	0.4652	0.5106	0.7146
No log	3.3882	288	0.4579	0.3978	0.4579	0.6767
No log	3.4118	290	0.6821	0.2920	0.6821	0.8259
No log	3.4353	292	0.7152	0.2900	0.7152	0.8457
No log	3.4588	294	0.4909	0.3617	0.4909	0.7006
No log	3.4824	296	0.4620	0.4902	0.4620	0.6797
No log	3.5059	298	0.4596	0.4851	0.4596	0.6779
No log	3.5294	300	0.4728	0.3862	0.4728	0.6876
No log	3.5529	302	0.6145	0.2986	0.6145	0.7839
No log	3.5765	304	0.5588	0.3200	0.5588	0.7475
No log	3.6	306	0.4897	0.3862	0.4897	0.6998
No log	3.6235	308	0.4716	0.4167	0.4716	0.6867
No log	3.6471	310	0.4692	0.4872	0.4692	0.6850
No log	3.6706	312	0.5255	0.48	0.5255	0.7249
No log	3.6941	314	0.5254	0.4975	0.5254	0.7248
No log	3.7176	316	0.5014	0.4229	0.5014	0.7081
No log	3.7412	318	0.6522	0.3004	0.6522	0.8076
No log	3.7647	320	0.7053	0.3739	0.7053	0.8398
No log	3.7882	322	0.5803	0.3645	0.5803	0.7618
No log	3.8118	324	0.5366	0.4175	0.5366	0.7325
No log	3.8353	326	0.5303	0.4455	0.5303	0.7282
No log	3.8588	328	0.5234	0.4175	0.5234	0.7234
No log	3.8824	330	0.5711	0.3333	0.5711	0.7557
No log	3.9059	332	0.5440	0.3786	0.5440	0.7376
No log	3.9294	334	0.4823	0.5319	0.4823	0.6944
No log	3.9529	336	0.4942	0.4627	0.4942	0.7030
No log	3.9765	338	0.4840	0.4231	0.4840	0.6957
No log	4.0	340	0.5325	0.4133	0.5325	0.7297
No log	4.0235	342	0.6688	0.3600	0.6688	0.8178
No log	4.0471	344	0.5811	0.4530	0.5811	0.7623
No log	4.0706	346	0.4386	0.5102	0.4386	0.6622
No log	4.0941	348	0.4220	0.5052	0.4220	0.6496
No log	4.1176	350	0.4107	0.5319	0.4107	0.6409
No log	4.1412	352	0.4489	0.4709	0.4489	0.6700
No log	4.1647	354	0.6085	0.3333	0.6085	0.7800
No log	4.1882	356	0.6806	0.3171	0.6806	0.8250
No log	4.2118	358	0.5744	0.3333	0.5744	0.7579
No log	4.2353	360	0.4664	0.5385	0.4664	0.6829
No log	4.2588	362	0.4719	0.5122	0.4719	0.6869
No log	4.2824	364	0.5409	0.4059	0.5409	0.7354
No log	4.3059	366	0.4574	0.4975	0.4574	0.6763
No log	4.3294	368	0.5287	0.3803	0.5287	0.7271
No log	4.3529	370	0.7923	0.2253	0.7923	0.8901
No log	4.3765	372	0.8494	0.2627	0.8494	0.9216
No log	4.4	374	0.6179	0.2646	0.6179	0.7861
No log	4.4235	376	0.4637	0.5556	0.4637	0.6810
No log	4.4471	378	0.4776	0.4286	0.4776	0.6911
No log	4.4706	380	0.4627	0.4764	0.4627	0.6802
No log	4.4941	382	0.4582	0.5847	0.4582	0.6769
No log	4.5176	384	0.5520	0.2487	0.5520	0.7430
No log	4.5412	386	0.5575	0.3052	0.5575	0.7467
No log	4.5647	388	0.4637	0.4652	0.4637	0.6810
No log	4.5882	390	0.4586	0.4667	0.4586	0.6772
No log	4.6118	392	0.4822	0.4536	0.4822	0.6944
No log	4.6353	394	0.4520	0.5556	0.4520	0.6723
No log	4.6588	396	0.5777	0.3422	0.5777	0.7601
No log	4.6824	398	0.5783	0.3091	0.5783	0.7605
No log	4.7059	400	0.4572	0.4652	0.4572	0.6762
No log	4.7294	402	0.4429	0.5556	0.4429	0.6655
No log	4.7529	404	0.4540	0.5027	0.4540	0.6738
No log	4.7765	406	0.5017	0.3161	0.5017	0.7083
No log	4.8	408	0.4635	0.4413	0.4635	0.6808
No log	4.8235	410	0.4468	0.5359	0.4468	0.6684
No log	4.8471	412	0.4445	0.5359	0.4445	0.6667
No log	4.8706	414	0.4663	0.4413	0.4663	0.6829
No log	4.8941	416	0.5930	0.2315	0.5930	0.7701
No log	4.9176	418	0.5928	0.1919	0.5928	0.7699
No log	4.9412	420	0.5206	0.2842	0.5206	0.7215
No log	4.9647	422	0.4586	0.4286	0.4586	0.6772
No log	4.9882	424	0.4536	0.4583	0.4536	0.6735
No log	5.0118	426	0.4475	0.5165	0.4475	0.6690
No log	5.0353	428	0.4638	0.4286	0.4638	0.6810
No log	5.0588	430	0.5324	0.3231	0.5324	0.7297
No log	5.0824	432	0.6625	0.2744	0.6625	0.8139
No log	5.1059	434	0.5933	0.2670	0.5933	0.7702
No log	5.1294	436	0.4975	0.3161	0.4975	0.7053
No log	5.1529	438	0.4929	0.3161	0.4929	0.7021
No log	5.1765	440	0.4561	0.4652	0.4561	0.6754
No log	5.2	442	0.4619	0.4167	0.4619	0.6797
No log	5.2235	444	0.5098	0.3878	0.5098	0.7140
No log	5.2471	446	0.4891	0.3862	0.4891	0.6994
No log	5.2706	448	0.4543	0.4526	0.4543	0.6740
No log	5.2941	450	0.4637	0.4652	0.4637	0.6810
No log	5.3176	452	0.4977	0.3769	0.4977	0.7055
No log	5.3412	454	0.6460	0.2593	0.6460	0.8037
No log	5.3647	456	0.7470	0.2903	0.7470	0.8643
No log	5.3882	458	0.6096	0.2897	0.6096	0.7808
No log	5.4118	460	0.5437	0.2727	0.5437	0.7374
No log	5.4353	462	0.4876	0.3402	0.4876	0.6983
No log	5.4588	464	0.4566	0.4652	0.4566	0.6757
No log	5.4824	466	0.4457	0.5111	0.4457	0.6676
No log	5.5059	468	0.4661	0.3913	0.4661	0.6827
No log	5.5294	470	0.5088	0.2542	0.5088	0.7133
No log	5.5529	472	0.6368	0.2621	0.6368	0.7980
No log	5.5765	474	0.6278	0.2621	0.6278	0.7923
No log	5.6	476	0.4968	0.3258	0.4968	0.7048
No log	5.6235	478	0.4535	0.4413	0.4535	0.6734
No log	5.6471	480	0.5169	0.4286	0.5169	0.7189
No log	5.6706	482	0.4833	0.5699	0.4833	0.6952
No log	5.6941	484	0.4570	0.4894	0.4570	0.6760
No log	5.7176	486	0.5311	0.3035	0.5311	0.7288
No log	5.7412	488	0.5738	0.3052	0.5738	0.7575
No log	5.7647	490	0.5605	0.2692	0.5605	0.7487
No log	5.7882	492	0.4888	0.3966	0.4888	0.6992
No log	5.8118	494	0.4780	0.4917	0.4780	0.6914
No log	5.8353	496	0.4947	0.4709	0.4947	0.7033
No log	5.8588	498	0.4734	0.5269	0.4734	0.6880
0.4284	5.8824	500	0.4901	0.3913	0.4901	0.7001
0.4284	5.9059	502	0.4888	0.3913	0.4888	0.6991
0.4284	5.9294	504	0.5052	0.3258	0.5052	0.7108
0.4284	5.9529	506	0.5077	0.3258	0.5077	0.7125
0.4284	5.9765	508	0.4720	0.4350	0.4720	0.6870
0.4284	6.0	510	0.4731	0.4350	0.4731	0.6878
0.4284	6.0235	512	0.4751	0.4483	0.4751	0.6893
0.4284	6.0471	514	0.4783	0.3966	0.4783	0.6916
0.4284	6.0706	516	0.4828	0.3966	0.4828	0.6948
0.4284	6.0941	518	0.4777	0.3966	0.4777	0.6912
0.4284	6.1176	520	0.4671	0.3563	0.4671	0.6834
0.4284	6.1412	522	0.4707	0.3563	0.4707	0.6861
0.4284	6.1647	524	0.4758	0.4286	0.4758	0.6898
0.4284	6.1882	526	0.4912	0.4419	0.4912	0.7009
0.4284	6.2118	528	0.4729	0.3939	0.4729	0.6877
0.4284	6.2353	530	0.4951	0.3149	0.4951	0.7036
0.4284	6.2588	532	0.5108	0.2889	0.5108	0.7147
0.4284	6.2824	534	0.5443	0.2626	0.5443	0.7378
0.4284	6.3059	536	0.5223	0.2644	0.5223	0.7227
0.4284	6.3294	538	0.4825	0.5254	0.4825	0.6946
0.4284	6.3529	540	0.4775	0.5111	0.4775	0.6910
0.4284	6.3765	542	0.4940	0.4725	0.4940	0.7029
0.4284	6.4	544	0.5377	0.3263	0.5377	0.7333
0.4284	6.4235	546	0.5587	0.28	0.5587	0.7474
0.4284	6.4471	548	0.5046	0.3978	0.5046	0.7103
0.4284	6.4706	550	0.4804	0.4595	0.4804	0.6931
0.4284	6.4941	552	0.4713	0.52	0.4713	0.6865
0.4284	6.5176	554	0.4707	0.52	0.4707	0.6861
0.4284	6.5412	556	0.4890	0.4157	0.4890	0.6993
0.4284	6.5647	558	0.5042	0.2542	0.5042	0.7101
0.4284	6.5882	560	0.4908	0.4157	0.4908	0.7006
0.4284	6.6118	562	0.4976	0.3661	0.4976	0.7054
0.4284	6.6353	564	0.5422	0.2842	0.5422	0.7363
0.4284	6.6588	566	0.6158	0.3116	0.6158	0.7848
0.4284	6.6824	568	0.6045	0.3116	0.6045	0.7775
0.4284	6.7059	570	0.5144	0.3617	0.5144	0.7172
0.4284	6.7294	572	0.4893	0.3684	0.4893	0.6995
0.4284	6.7529	574	0.4851	0.4162	0.4851	0.6965
0.4284	6.7765	576	0.4800	0.4468	0.4800	0.6928
0.4284	6.8	578	0.4863	0.4286	0.4863	0.6974
0.4284	6.8235	580	0.5297	0.3575	0.5297	0.7278
0.4284	6.8471	582	0.5954	0.2893	0.5954	0.7716
0.4284	6.8706	584	0.5764	0.2917	0.5764	0.7592
0.4284	6.8941	586	0.5159	0.3661	0.5159	0.7183
0.4284	6.9176	588	0.4763	0.4802	0.4763	0.6901
0.4284	6.9412	590	0.4712	0.5217	0.4712	0.6865
0.4284	6.9647	592	0.4721	0.5217	0.4721	0.6871
0.4284	6.9882	594	0.4625	0.4973	0.4625	0.6801
0.4284	7.0118	596	0.4757	0.4033	0.4757	0.6897
0.4284	7.0353	598	0.4924	0.3661	0.4924	0.7017
0.4284	7.0588	600	0.4735	0.4468	0.4735	0.6881
0.4284	7.0824	602	0.4756	0.4105	0.4756	0.6897
0.4284	7.1059	604	0.5099	0.2889	0.5099	0.7141
0.4284	7.1294	606	0.5670	0.3200	0.5670	0.7530
0.4284	7.1529	608	0.5377	0.2941	0.5377	0.7333
0.4284	7.1765	610	0.4809	0.4105	0.4809	0.6935
0.4284	7.2	612	0.4606	0.4346	0.4606	0.6787
0.4284	7.2235	614	0.4620	0.5132	0.4620	0.6797
0.4284	7.2471	616	0.4525	0.4346	0.4525	0.6727
0.4284	7.2706	618	0.4580	0.4475	0.4580	0.6767
0.4284	7.2941	620	0.4786	0.4286	0.4786	0.6918
0.4284	7.3176	622	0.4655	0.4607	0.4655	0.6822
0.4284	7.3412	624	0.4457	0.4468	0.4457	0.6676
0.4284	7.3647	626	0.4465	0.4346	0.4465	0.6682
0.4284	7.3882	628	0.4473	0.4468	0.4473	0.6688
0.4284	7.4118	630	0.4490	0.4468	0.4490	0.6701
0.4284	7.4353	632	0.4565	0.4413	0.4565	0.6756
0.4284	7.4588	634	0.4713	0.4475	0.4713	0.6865
0.4284	7.4824	636	0.4785	0.4098	0.4785	0.6918
0.4284	7.5059	638	0.4619	0.4348	0.4619	0.6796
0.4284	7.5294	640	0.4459	0.4468	0.4459	0.6678
0.4284	7.5529	642	0.4547	0.5736	0.4547	0.6743
0.4284	7.5765	644	0.4576	0.56	0.4576	0.6765
0.4284	7.6	646	0.4489	0.5464	0.4489	0.6700
0.4284	7.6235	648	0.4437	0.4725	0.4437	0.6661
0.4284	7.6471	650	0.4557	0.4413	0.4557	0.6750
0.4284	7.6706	652	0.4672	0.3533	0.4672	0.6835
0.4284	7.6941	654	0.4600	0.3412	0.4600	0.6783
0.4284	7.7176	656	0.4552	0.4545	0.4552	0.6747
0.4284	7.7412	658	0.4562	0.3757	0.4562	0.6754
0.4284	7.7647	660	0.4491	0.4545	0.4491	0.6702
0.4284	7.7882	662	0.4475	0.4607	0.4475	0.6689
0.4284	7.8118	664	0.4463	0.4475	0.4463	0.6681
0.4284	7.8353	666	0.4452	0.4802	0.4452	0.6673
0.4284	7.8588	668	0.4502	0.4413	0.4502	0.6710
0.4284	7.8824	670	0.4523	0.4286	0.4523	0.6725
0.4284	7.9059	672	0.4521	0.4162	0.4521	0.6724
0.4284	7.9294	674	0.4552	0.4286	0.4552	0.6747
0.4284	7.9529	676	0.4711	0.4475	0.4711	0.6863
0.4284	7.9765	678	0.4744	0.4475	0.4744	0.6888
0.4284	8.0	680	0.4621	0.4545	0.4621	0.6798
0.4284	8.0235	682	0.4487	0.4162	0.4487	0.6698
0.4284	8.0471	684	0.4476	0.4162	0.4476	0.6691
0.4284	8.0706	686	0.4461	0.4162	0.4461	0.6679
0.4284	8.0941	688	0.4429	0.4162	0.4429	0.6655
0.4284	8.1176	690	0.4409	0.4286	0.4409	0.6640
0.4284	8.1412	692	0.4391	0.4973	0.4391	0.6627
0.4284	8.1647	694	0.4484	0.5508	0.4484	0.6696
0.4284	8.1882	696	0.4691	0.5789	0.4691	0.6849
0.4284	8.2118	698	0.4821	0.6062	0.4821	0.6943
0.4284	8.2353	700	0.4674	0.5789	0.4674	0.6837
0.4284	8.2588	702	0.4457	0.4475	0.4457	0.6676
0.4284	8.2824	704	0.4363	0.4667	0.4363	0.6605
0.4284	8.3059	706	0.4459	0.4545	0.4459	0.6677
0.4284	8.3294	708	0.4652	0.3757	0.4652	0.6820
0.4284	8.3529	710	0.4730	0.3224	0.4730	0.6878
0.4284	8.3765	712	0.4706	0.3224	0.4706	0.6860
0.4284	8.4	714	0.4606	0.4545	0.4606	0.6787
0.4284	8.4235	716	0.4516	0.4043	0.4516	0.6720
0.4284	8.4471	718	0.4524	0.4043	0.4524	0.6726
0.4284	8.4706	720	0.4563	0.4924	0.4563	0.6755
0.4284	8.4941	722	0.4524	0.5132	0.4524	0.6726
0.4284	8.5176	724	0.4479	0.4043	0.4479	0.6692
0.4284	8.5412	726	0.4455	0.4043	0.4455	0.6674
0.4284	8.5647	728	0.4562	0.4545	0.4562	0.6754
0.4284	8.5882	730	0.4650	0.3757	0.4650	0.6819
0.4284	8.6118	732	0.4582	0.4545	0.4582	0.6769
0.4284	8.6353	734	0.4517	0.4545	0.4517	0.6721
0.4284	8.6588	736	0.4444	0.4943	0.4444	0.6666
0.4284	8.6824	738	0.4413	0.4802	0.4413	0.6643
0.4284	8.7059	740	0.4418	0.4536	0.4418	0.6647
0.4284	8.7294	742	0.4434	0.4536	0.4434	0.6659
0.4284	8.7529	744	0.4460	0.4802	0.4460	0.6678
0.4284	8.7765	746	0.4512	0.4413	0.4512	0.6717
0.4284	8.8	748	0.4611	0.4545	0.4611	0.6790
0.4284	8.8235	750	0.4663	0.4545	0.4663	0.6828
0.4284	8.8471	752	0.4659	0.4545	0.4659	0.6826
0.4284	8.8706	754	0.4580	0.4545	0.4580	0.6768
0.4284	8.8941	756	0.4511	0.4162	0.4511	0.6716
0.4284	8.9176	758	0.4520	0.4043	0.4520	0.6723
0.4284	8.9412	760	0.4545	0.4639	0.4545	0.6741
0.4284	8.9647	762	0.4566	0.4346	0.4566	0.6757
0.4284	8.9882	764	0.4583	0.4043	0.4583	0.6770
0.4284	9.0118	766	0.4607	0.4043	0.4607	0.6788
0.4284	9.0353	768	0.4630	0.4162	0.4630	0.6804
0.4284	9.0588	770	0.4665	0.4286	0.4665	0.6830
0.4284	9.0824	772	0.4686	0.4413	0.4686	0.6846
0.4284	9.1059	774	0.4718	0.4545	0.4718	0.6869
0.4284	9.1294	776	0.4713	0.4545	0.4713	0.6865
0.4284	9.1529	778	0.4650	0.4413	0.4650	0.6819
0.4284	9.1765	780	0.4585	0.4162	0.4585	0.6772
0.4284	9.2	782	0.4559	0.4162	0.4559	0.6752
0.4284	9.2235	784	0.4538	0.4162	0.4538	0.6737
0.4284	9.2471	786	0.4520	0.4162	0.4520	0.6723
0.4284	9.2706	788	0.4509	0.4162	0.4509	0.6715
0.4284	9.2941	790	0.4506	0.4286	0.4506	0.6713
0.4284	9.3176	792	0.4502	0.4162	0.4502	0.6710
0.4284	9.3412	794	0.4507	0.4286	0.4507	0.6713
0.4284	9.3647	796	0.4530	0.4413	0.4530	0.6731
0.4284	9.3882	798	0.4546	0.4545	0.4546	0.6742
0.4284	9.4118	800	0.4574	0.4545	0.4574	0.6763
0.4284	9.4353	802	0.4617	0.4545	0.4617	0.6795
0.4284	9.4588	804	0.4615	0.4545	0.4615	0.6793
0.4284	9.4824	806	0.4585	0.4545	0.4585	0.6771
0.4284	9.5059	808	0.4566	0.4545	0.4566	0.6758
0.4284	9.5294	810	0.4554	0.4413	0.4554	0.6748
0.4284	9.5529	812	0.4545	0.4413	0.4545	0.6741
0.4284	9.5765	814	0.4543	0.4413	0.4543	0.6740
0.4284	9.6	816	0.4529	0.4286	0.4529	0.6730
0.4284	9.6235	818	0.4523	0.4286	0.4523	0.6726
0.4284	9.6471	820	0.4528	0.4286	0.4528	0.6729
0.4284	9.6706	822	0.4529	0.4286	0.4529	0.6729
0.4284	9.6941	824	0.4535	0.4413	0.4535	0.6734
0.4284	9.7176	826	0.4538	0.4286	0.4538	0.6737
0.4284	9.7412	828	0.4546	0.4413	0.4546	0.6743
0.4284	9.7647	830	0.4561	0.4413	0.4561	0.6753
0.4284	9.7882	832	0.4570	0.4413	0.4570	0.6760
0.4284	9.8118	834	0.4569	0.4413	0.4569	0.6760
0.4284	9.8353	836	0.4567	0.4413	0.4567	0.6758
0.4284	9.8588	838	0.4565	0.4413	0.4565	0.6757
0.4284	9.8824	840	0.4563	0.4413	0.4563	0.6755
0.4284	9.9059	842	0.4559	0.4413	0.4559	0.6752
0.4284	9.9294	844	0.4559	0.4413	0.4559	0.6752
0.4284	9.9529	846	0.4562	0.4413	0.4562	0.6754
0.4284	9.9765	848	0.4562	0.4413	0.4562	0.6755
0.4284	10.0	850	0.4563	0.4413	0.4563	0.6755

Framework versions

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