ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k18_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: 0.5618
• Qwk: 0.4152
• Mse: 0.5618
• Rmse: 0.7495

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	0.0238	2	3.1658	-0.0149	3.1658	1.7793
No log	0.0476	4	1.6337	-0.0070	1.6337	1.2781
No log	0.0714	6	1.3911	0.0247	1.3911	1.1795
No log	0.0952	8	0.7511	0.2153	0.7511	0.8667
No log	0.1190	10	0.5749	0.0222	0.5749	0.7582
No log	0.1429	12	0.6084	0.1565	0.6084	0.7800
No log	0.1667	14	0.6134	0.0303	0.6134	0.7832
No log	0.1905	16	0.6408	0.0071	0.6408	0.8005
No log	0.2143	18	0.6968	-0.0196	0.6968	0.8348
No log	0.2381	20	1.0179	0.0261	1.0179	1.0089
No log	0.2619	22	0.6834	0.0400	0.6834	0.8267
No log	0.2857	24	0.6410	0.0388	0.6410	0.8006
No log	0.3095	26	0.6112	0.0388	0.6112	0.7818
No log	0.3333	28	0.6892	0.0476	0.6892	0.8302
No log	0.3571	30	0.7152	0.1765	0.7152	0.8457
No log	0.3810	32	0.6561	0.0327	0.6561	0.8100
No log	0.4048	34	0.7647	0.0303	0.7647	0.8745
No log	0.4286	36	0.8480	-0.0794	0.8480	0.9209
No log	0.4524	38	0.7889	0.0303	0.7889	0.8882
No log	0.4762	40	0.7919	0.1038	0.7919	0.8899
No log	0.5	42	1.0301	0.1228	1.0301	1.0149
No log	0.5238	44	1.1471	0.1181	1.1471	1.0710
No log	0.5476	46	0.8190	0.0303	0.8190	0.9050
No log	0.5714	48	0.7640	-0.0496	0.7640	0.8741
No log	0.5952	50	0.7857	-0.0303	0.7857	0.8864
No log	0.6190	52	0.7291	0.1111	0.7291	0.8539
No log	0.6429	54	0.9645	0.1867	0.9645	0.9821
No log	0.6667	56	1.2244	0.1126	1.2244	1.1065
No log	0.6905	58	0.9379	0.1186	0.9379	0.9685
No log	0.7143	60	0.7360	0.0409	0.7360	0.8579
No log	0.7381	62	0.7508	0.0877	0.7508	0.8665
No log	0.7619	64	0.8015	0.1590	0.8015	0.8953
No log	0.7857	66	0.8133	0.1619	0.8133	0.9018
No log	0.8095	68	0.6980	0.1556	0.6980	0.8354
No log	0.8333	70	0.6712	0.2709	0.6712	0.8193
No log	0.8571	72	0.7071	0.2464	0.7071	0.8409
No log	0.8810	74	0.7735	0.2146	0.7735	0.8795
No log	0.9048	76	0.8603	0.1304	0.8603	0.9275
No log	0.9286	78	0.9047	0.1660	0.9047	0.9511
No log	0.9524	80	0.8076	0.2070	0.8076	0.8987
No log	0.9762	82	0.8246	0.1861	0.8246	0.9081
No log	1.0	84	0.9567	0.0958	0.9567	0.9781
No log	1.0238	86	0.9050	0.1867	0.9050	0.9513
No log	1.0476	88	0.9820	0.2490	0.9820	0.9910
No log	1.0714	90	1.1256	0.1940	1.1256	1.0610
No log	1.0952	92	1.5483	0.0400	1.5483	1.2443
No log	1.1190	94	1.4863	0.0210	1.4863	1.2191
No log	1.1429	96	0.8566	0.2885	0.8566	0.9255
No log	1.1667	98	0.9418	0.2314	0.9418	0.9705
No log	1.1905	100	0.8223	0.3128	0.8223	0.9068
No log	1.2143	102	1.5924	-0.0429	1.5924	1.2619
No log	1.2381	104	1.6209	-0.0239	1.6209	1.2731
No log	1.2619	106	1.4690	-0.0165	1.4690	1.2120
No log	1.2857	108	0.8245	0.1515	0.8245	0.9080
No log	1.3095	110	0.7085	0.2000	0.7085	0.8417
No log	1.3333	112	0.7493	0.2275	0.7493	0.8656
No log	1.3571	114	0.5838	0.2340	0.5838	0.7640
No log	1.3810	116	0.6600	0.2994	0.6600	0.8124
No log	1.4048	118	0.9283	-0.1080	0.9283	0.9635
No log	1.4286	120	0.9099	-0.1080	0.9099	0.9539
No log	1.4524	122	0.6514	0.2298	0.6514	0.8071
No log	1.4762	124	0.5741	0.2099	0.5741	0.7577
No log	1.5	126	0.5797	0.1617	0.5797	0.7614
No log	1.5238	128	0.5941	0.2370	0.5941	0.7708
No log	1.5476	130	0.6523	0.3161	0.6523	0.8077
No log	1.5714	132	0.7028	0.2390	0.7028	0.8384
No log	1.5952	134	0.8255	0.1486	0.8255	0.9086
No log	1.6190	136	0.8051	0.1392	0.8051	0.8973
No log	1.6429	138	0.8040	0.1570	0.8040	0.8967
No log	1.6667	140	0.8109	0.1441	0.8109	0.9005
No log	1.6905	142	0.6916	0.2161	0.6916	0.8316
No log	1.7143	144	0.7094	0.2157	0.7094	0.8422
No log	1.7381	146	1.0061	0.1870	1.0061	1.0031
No log	1.7619	148	0.9918	0.2195	0.9918	0.9959
No log	1.7857	150	0.6873	0.3052	0.6873	0.8291
No log	1.8095	152	0.7048	0.2579	0.7048	0.8395
No log	1.8333	154	0.7346	0.3116	0.7346	0.8571
No log	1.8571	156	0.7580	0.2442	0.7580	0.8706
No log	1.8810	158	0.8826	0.2134	0.8826	0.9394
No log	1.9048	160	0.8277	0.2000	0.8277	0.9098
No log	1.9286	162	0.7550	0.2212	0.7550	0.8689
No log	1.9524	164	0.7633	0.1931	0.7633	0.8737
No log	1.9762	166	0.7159	0.2442	0.7159	0.8461
No log	2.0	168	0.7833	0.2070	0.7833	0.8851
No log	2.0238	170	0.7638	0.2074	0.7638	0.8740
No log	2.0476	172	0.7498	0.2372	0.7498	0.8659
No log	2.0714	174	0.7454	0.2372	0.7454	0.8633
No log	2.0952	176	0.7208	0.2372	0.7208	0.8490
No log	2.1190	178	0.7469	0.2000	0.7469	0.8642
No log	2.1429	180	0.8110	0.2137	0.8110	0.9005
No log	2.1667	182	0.9046	0.2184	0.9046	0.9511
No log	2.1905	184	0.6543	0.28	0.6543	0.8089
No log	2.2143	186	0.6445	0.3469	0.6445	0.8028
No log	2.2381	188	0.6223	0.375	0.6223	0.7889
No log	2.2619	190	0.7315	0.2070	0.7315	0.8553
No log	2.2857	192	0.9257	0.1318	0.9257	0.9621
No log	2.3095	194	0.7341	0.2000	0.7341	0.8568
No log	2.3333	196	0.6320	0.3089	0.6320	0.7950
No log	2.3571	198	0.6348	0.3730	0.6348	0.7968
No log	2.3810	200	0.7248	0.2287	0.7248	0.8514
No log	2.4048	202	1.0261	0.0154	1.0261	1.0130
No log	2.4286	204	1.0787	0.0189	1.0787	1.0386
No log	2.4524	206	0.7355	0.2000	0.7355	0.8576
No log	2.4762	208	0.6475	0.2081	0.6475	0.8047
No log	2.5	210	0.6606	0.2727	0.6606	0.8128
No log	2.5238	212	0.6588	0.3267	0.6588	0.8117
No log	2.5476	214	0.9745	0.1931	0.9745	0.9872
No log	2.5714	216	0.9382	0.1930	0.9382	0.9686
No log	2.5952	218	0.7821	0.2074	0.7821	0.8844
No log	2.6190	220	0.7051	0.2607	0.7051	0.8397
No log	2.6429	222	0.7461	0.2222	0.7461	0.8638
No log	2.6667	224	0.9597	0.2134	0.9597	0.9796
No log	2.6905	226	1.0822	0.1587	1.0822	1.0403
No log	2.7143	228	0.8854	0.2423	0.8854	0.9409
No log	2.7381	230	0.7036	0.3398	0.7036	0.8388
No log	2.7619	232	0.7535	0.3153	0.7535	0.8680
No log	2.7857	234	0.6601	0.2487	0.6601	0.8125
No log	2.8095	236	0.8484	0.2140	0.8484	0.9211
No log	2.8333	238	1.0274	0.1385	1.0274	1.0136
No log	2.8571	240	0.8197	0.1852	0.8197	0.9054
No log	2.8810	242	0.6162	0.3730	0.6162	0.7850
No log	2.9048	244	0.5937	0.3810	0.5937	0.7705
No log	2.9286	246	0.6182	0.3684	0.6182	0.7862
No log	2.9524	248	0.6356	0.3333	0.6356	0.7972
No log	2.9762	250	0.6366	0.3333	0.6366	0.7979
No log	3.0	252	0.6013	0.2471	0.6013	0.7754
No log	3.0238	254	0.6229	0.2273	0.6229	0.7893
No log	3.0476	256	0.6262	0.3402	0.6262	0.7913
No log	3.0714	258	0.6481	0.3535	0.6481	0.8051
No log	3.0952	260	0.6137	0.2990	0.6137	0.7834
No log	3.1190	262	0.6025	0.2766	0.6025	0.7762
No log	3.1429	264	0.7569	0.3067	0.7569	0.8700
No log	3.1667	266	0.8582	0.2510	0.8582	0.9264
No log	3.1905	268	0.6980	0.3116	0.6980	0.8355
No log	3.2143	270	0.5565	0.2527	0.5565	0.7460
No log	3.2381	272	0.5910	0.3333	0.5910	0.7688
No log	3.2619	274	0.5339	0.2727	0.5339	0.7307
No log	3.2857	276	0.7021	0.2941	0.7021	0.8379
No log	3.3095	278	0.8752	0.1680	0.8752	0.9355
No log	3.3333	280	0.7204	0.12	0.7204	0.8488
No log	3.3571	282	0.5303	0.4356	0.5303	0.7282
No log	3.3810	284	0.5321	0.3086	0.5321	0.7294
No log	3.4048	286	0.5857	0.4098	0.5857	0.7653
No log	3.4286	288	0.6504	0.2577	0.6504	0.8065
No log	3.4524	290	0.6223	0.3407	0.6223	0.7889
No log	3.4762	292	0.6372	0.3520	0.6372	0.7983
No log	3.5	294	0.5496	0.3735	0.5496	0.7414
No log	3.5238	296	0.5643	0.2281	0.5643	0.7512
No log	3.5476	298	0.5778	0.2865	0.5778	0.7602
No log	3.5714	300	0.6770	0.2000	0.6770	0.8228
No log	3.5952	302	0.7064	0.2536	0.7064	0.8405
No log	3.6190	304	0.5925	0.2593	0.5925	0.7697
No log	3.6429	306	0.6030	0.2644	0.6030	0.7765
No log	3.6667	308	0.5990	0.2593	0.5990	0.7740
No log	3.6905	310	0.7062	0.2161	0.7062	0.8403
No log	3.7143	312	0.7801	0.2146	0.7801	0.8832
No log	3.7381	314	0.6482	0.2410	0.6482	0.8051
No log	3.7619	316	0.6111	0.2090	0.6111	0.7817
No log	3.7857	318	0.6125	0.1818	0.6125	0.7827
No log	3.8095	320	0.6690	0.24	0.6690	0.8179
No log	3.8333	322	0.7417	0.2153	0.7417	0.8612
No log	3.8571	324	0.6530	0.2727	0.6530	0.8081
No log	3.8810	326	0.5858	0.3407	0.5858	0.7654
No log	3.9048	328	0.5621	0.3446	0.5621	0.7497
No log	3.9286	330	0.5537	0.3636	0.5537	0.7441
No log	3.9524	332	0.5994	0.4222	0.5994	0.7742
No log	3.9762	334	0.7711	0.2566	0.7711	0.8781
No log	4.0	336	0.7867	0.2554	0.7867	0.8870
No log	4.0238	338	0.5925	0.4222	0.5925	0.7697
No log	4.0476	340	0.5378	0.1902	0.5378	0.7334
No log	4.0714	342	0.5426	0.2809	0.5426	0.7366
No log	4.0952	344	0.6561	0.3524	0.6561	0.8100
No log	4.1190	346	0.7942	0.2469	0.7942	0.8912
No log	4.1429	348	0.6799	0.3116	0.6799	0.8245
No log	4.1667	350	0.5850	0.3402	0.5850	0.7648
No log	4.1905	352	0.6032	0.3402	0.6032	0.7766
No log	4.2143	354	0.6291	0.3365	0.6291	0.7932
No log	4.2381	356	0.6532	0.3462	0.6532	0.8082
No log	4.2619	358	0.5897	0.375	0.5897	0.7679
No log	4.2857	360	0.5912	0.3962	0.5912	0.7689
No log	4.3095	362	0.6355	0.3208	0.6355	0.7972
No log	4.3333	364	0.7834	0.2653	0.7834	0.8851
No log	4.3571	366	0.9128	0.2450	0.9128	0.9554
No log	4.3810	368	0.7635	0.2667	0.7635	0.8738
No log	4.4048	370	0.6107	0.3365	0.6107	0.7814
No log	4.4286	372	0.6540	0.3052	0.6540	0.8087
No log	4.4524	374	0.6537	0.3052	0.6537	0.8085
No log	4.4762	376	0.6452	0.3052	0.6452	0.8032
No log	4.5	378	0.5913	0.4468	0.5913	0.7690
No log	4.5238	380	0.6051	0.3535	0.6051	0.7779
No log	4.5476	382	0.5702	0.4105	0.5702	0.7551
No log	4.5714	384	0.5828	0.4112	0.5828	0.7634
No log	4.5952	386	0.5867	0.4043	0.5867	0.7659
No log	4.6190	388	0.6142	0.3398	0.6142	0.7837
No log	4.6429	390	0.6650	0.3052	0.6650	0.8155
No log	4.6667	392	0.6850	0.2000	0.6850	0.8277
No log	4.6905	394	0.6400	0.3171	0.6400	0.8000
No log	4.7143	396	0.5783	0.3131	0.5783	0.7604
No log	4.7381	398	0.5635	0.4033	0.5635	0.7507
No log	4.7619	400	0.5553	0.3913	0.5553	0.7452
No log	4.7857	402	0.5556	0.3708	0.5556	0.7454
No log	4.8095	404	0.5601	0.3708	0.5601	0.7484
No log	4.8333	406	0.5976	0.3846	0.5976	0.7730
No log	4.8571	408	0.5690	0.3829	0.5690	0.7543
No log	4.8810	410	0.5429	0.3735	0.5429	0.7368
No log	4.9048	412	0.5495	0.2857	0.5495	0.7413
No log	4.9286	414	0.6467	0.2161	0.6467	0.8042
No log	4.9524	416	0.6570	0.2079	0.6570	0.8105
No log	4.9762	418	0.5550	0.3103	0.5550	0.7450
No log	5.0	420	0.5669	0.4157	0.5669	0.7529
No log	5.0238	422	0.6347	0.3439	0.6347	0.7967
No log	5.0476	424	0.6081	0.3617	0.6081	0.7798
No log	5.0714	426	0.5445	0.3778	0.5445	0.7379
No log	5.0952	428	0.6043	0.2917	0.6043	0.7774
No log	5.1190	430	0.6035	0.2917	0.6035	0.7769
No log	5.1429	432	0.5592	0.3927	0.5592	0.7478
No log	5.1667	434	0.6658	0.2676	0.6658	0.8160
No log	5.1905	436	0.7097	0.2000	0.7097	0.8424
No log	5.2143	438	0.6198	0.3103	0.6198	0.7872
No log	5.2381	440	0.5523	0.3778	0.5523	0.7432
No log	5.2619	442	0.5472	0.3488	0.5472	0.7397
No log	5.2857	444	0.5541	0.4023	0.5541	0.7444
No log	5.3095	446	0.5642	0.4475	0.5642	0.7511
No log	5.3333	448	0.5766	0.3757	0.5766	0.7594
No log	5.3571	450	0.5873	0.3708	0.5873	0.7664
No log	5.3810	452	0.5832	0.3757	0.5832	0.7637
No log	5.4048	454	0.5626	0.4083	0.5626	0.7501
No log	5.4286	456	0.5589	0.3488	0.5589	0.7476
No log	5.4524	458	0.5569	0.3488	0.5569	0.7463
No log	5.4762	460	0.5893	0.3548	0.5893	0.7677
No log	5.5	462	0.7450	0.2077	0.7450	0.8632
No log	5.5238	464	0.7844	0.1770	0.7844	0.8857
No log	5.5476	466	0.7544	0.2075	0.7544	0.8685
No log	5.5714	468	0.6797	0.2821	0.6797	0.8244
No log	5.5952	470	0.6393	0.3617	0.6393	0.7995
No log	5.6190	472	0.6552	0.3508	0.6552	0.8095
No log	5.6429	474	0.6786	0.2821	0.6786	0.8237
No log	5.6667	476	0.7268	0.2381	0.7268	0.8525
No log	5.6905	478	0.8260	0.2000	0.8260	0.9088
No log	5.7143	480	0.9622	0.1545	0.9622	0.9809
No log	5.7381	482	0.8441	0.2000	0.8441	0.9188
No log	5.7619	484	0.7448	0.2000	0.7448	0.8630
No log	5.7857	486	0.6187	0.3978	0.6187	0.7866
No log	5.8095	488	0.5906	0.3966	0.5906	0.7685
No log	5.8333	490	0.6099	0.4475	0.6099	0.7810
No log	5.8571	492	0.7397	0.2000	0.7397	0.8601
No log	5.8810	494	0.8345	0.1861	0.8345	0.9135
No log	5.9048	496	0.7492	0.2000	0.7492	0.8656
No log	5.9286	498	0.5958	0.4475	0.5958	0.7719
0.3866	5.9524	500	0.5527	0.3609	0.5527	0.7435
0.3866	5.9762	502	0.5457	0.3609	0.5457	0.7387
0.3866	6.0	504	0.5557	0.4545	0.5557	0.7454
0.3866	6.0238	506	0.5900	0.4607	0.5900	0.7681
0.3866	6.0476	508	0.6198	0.4222	0.6198	0.7873
0.3866	6.0714	510	0.5724	0.4682	0.5724	0.7566
0.3866	6.0952	512	0.5186	0.3789	0.5186	0.7201
0.3866	6.1190	514	0.5138	0.3333	0.5138	0.7168
0.3866	6.1429	516	0.5155	0.3789	0.5155	0.7180
0.3866	6.1667	518	0.5366	0.4217	0.5366	0.7325
0.3866	6.1905	520	0.5856	0.4475	0.5856	0.7653
0.3866	6.2143	522	0.5654	0.4152	0.5654	0.7519
0.3866	6.2381	524	0.5791	0.4475	0.5791	0.7610
0.3866	6.2619	526	0.5708	0.4152	0.5708	0.7555
0.3866	6.2857	528	0.5820	0.4545	0.5820	0.7629
0.3866	6.3095	530	0.6103	0.3927	0.6103	0.7812
0.3866	6.3333	532	0.5824	0.4152	0.5824	0.7631
0.3866	6.3571	534	0.5545	0.4023	0.5545	0.7447
0.3866	6.3810	536	0.5484	0.4023	0.5484	0.7406
0.3866	6.4048	538	0.5423	0.4152	0.5423	0.7364
0.3866	6.4286	540	0.5677	0.4286	0.5677	0.7535
0.3866	6.4524	542	0.5679	0.4424	0.5679	0.7536
0.3866	6.4762	544	0.5406	0.4356	0.5406	0.7353
0.3866	6.5	546	0.5237	0.3846	0.5237	0.7237
0.3866	6.5238	548	0.5217	0.3247	0.5217	0.7223
0.3866	6.5476	550	0.5324	0.3789	0.5324	0.7296
0.3866	6.5714	552	0.5802	0.3757	0.5802	0.7617
0.3866	6.5952	554	0.6157	0.4043	0.6157	0.7847
0.3866	6.6190	556	0.5907	0.3757	0.5907	0.7686
0.3866	6.6429	558	0.5552	0.3609	0.5552	0.7451
0.3866	6.6667	560	0.5583	0.3520	0.5583	0.7472
0.3866	6.6905	562	0.5655	0.3520	0.5655	0.7520
0.3866	6.7143	564	0.5861	0.3591	0.5861	0.7655
0.3866	6.7381	566	0.5825	0.3591	0.5825	0.7632
0.3866	6.7619	568	0.5884	0.3591	0.5884	0.7671
0.3866	6.7857	570	0.6028	0.3927	0.6028	0.7764
0.3866	6.8095	572	0.5866	0.3591	0.5866	0.7659
0.3866	6.8333	574	0.5597	0.3023	0.5597	0.7481
0.3866	6.8571	576	0.5524	0.2914	0.5524	0.7433
0.3866	6.8810	578	0.5621	0.3023	0.5621	0.7498
0.3866	6.9048	580	0.6034	0.3878	0.6034	0.7768
0.3866	6.9286	582	0.7294	0.2681	0.7294	0.8540
0.3866	6.9524	584	0.8172	0.2469	0.8172	0.9040
0.3866	6.9762	586	0.7878	0.2469	0.7878	0.8876
0.3866	7.0	588	0.6766	0.3116	0.6766	0.8226
0.3866	7.0238	590	0.5988	0.3548	0.5988	0.7738
0.3866	7.0476	592	0.5809	0.2865	0.5809	0.7622
0.3866	7.0714	594	0.5803	0.2865	0.5803	0.7618
0.3866	7.0952	596	0.5964	0.3591	0.5964	0.7722
0.3866	7.1190	598	0.6242	0.3786	0.6242	0.7901
0.3866	7.1429	600	0.6767	0.2744	0.6767	0.8226
0.3866	7.1667	602	0.6923	0.2727	0.6923	0.8321
0.3866	7.1905	604	0.6962	0.2727	0.6962	0.8344
0.3866	7.2143	606	0.6551	0.3143	0.6551	0.8094
0.3866	7.2381	608	0.6386	0.3333	0.6386	0.7991
0.3866	7.2619	610	0.6557	0.3052	0.6557	0.8097
0.3866	7.2857	612	0.6737	0.2744	0.6737	0.8208
0.3866	7.3095	614	0.6535	0.3333	0.6535	0.8084
0.3866	7.3333	616	0.6239	0.3878	0.6239	0.7898
0.3866	7.3571	618	0.5930	0.3591	0.5930	0.7701
0.3866	7.3810	620	0.5757	0.3563	0.5757	0.7588
0.3866	7.4048	622	0.5838	0.4152	0.5838	0.7641
0.3866	7.4286	624	0.6255	0.3433	0.6255	0.7909
0.3866	7.4524	626	0.6697	0.2744	0.6697	0.8184
0.3866	7.4762	628	0.7361	0.25	0.7361	0.8579
0.3866	7.5	630	0.7114	0.2811	0.7114	0.8435
0.3866	7.5238	632	0.6274	0.3231	0.6274	0.7921
0.3866	7.5476	634	0.5739	0.4152	0.5739	0.7576
0.3866	7.5714	636	0.5502	0.3789	0.5502	0.7417
0.3866	7.5952	638	0.5497	0.3789	0.5497	0.7414
0.3866	7.6190	640	0.5646	0.4152	0.5646	0.7514
0.3866	7.6429	642	0.5892	0.3636	0.5892	0.7676
0.3866	7.6667	644	0.5837	0.3636	0.5837	0.7640
0.3866	7.6905	646	0.5616	0.4152	0.5616	0.7494
0.3866	7.7143	648	0.5614	0.4152	0.5614	0.7493
0.3866	7.7381	650	0.5520	0.4152	0.5520	0.7430
0.3866	7.7619	652	0.5529	0.4350	0.5529	0.7436
0.3866	7.7857	654	0.5580	0.4152	0.5580	0.7470
0.3866	7.8095	656	0.5535	0.4350	0.5535	0.7440
0.3866	7.8333	658	0.5605	0.4152	0.5605	0.7486
0.3866	7.8571	660	0.5799	0.3636	0.5799	0.7615
0.3866	7.8810	662	0.5839	0.3636	0.5839	0.7641
0.3866	7.9048	664	0.5735	0.4152	0.5735	0.7573
0.3866	7.9286	666	0.5596	0.4152	0.5596	0.7481
0.3866	7.9524	668	0.5461	0.4217	0.5461	0.7390
0.3866	7.9762	670	0.5393	0.4217	0.5393	0.7344
0.3866	8.0	672	0.5392	0.4217	0.5392	0.7343
0.3866	8.0238	674	0.5511	0.4217	0.5511	0.7424
0.3866	8.0476	676	0.5855	0.3295	0.5855	0.7652
0.3866	8.0714	678	0.6164	0.3446	0.6164	0.7851
0.3866	8.0952	680	0.6113	0.3488	0.6113	0.7818
0.3866	8.1190	682	0.5825	0.3295	0.5825	0.7632
0.3866	8.1429	684	0.5528	0.4217	0.5528	0.7435
0.3866	8.1667	686	0.5413	0.4217	0.5413	0.7357
0.3866	8.1905	688	0.5419	0.4419	0.5419	0.7362
0.3866	8.2143	690	0.5522	0.4083	0.5522	0.7431
0.3866	8.2381	692	0.5712	0.4152	0.5712	0.7558
0.3866	8.2619	694	0.6070	0.3548	0.6070	0.7791
0.3866	8.2857	696	0.6212	0.3927	0.6212	0.7882
0.3866	8.3095	698	0.6216	0.3927	0.6216	0.7884
0.3866	8.3333	700	0.6339	0.3927	0.6339	0.7961
0.3866	8.3571	702	0.6392	0.3831	0.6392	0.7995
0.3866	8.3810	704	0.6451	0.3786	0.6451	0.8032
0.3866	8.4048	706	0.6302	0.3548	0.6302	0.7939
0.3866	8.4286	708	0.5976	0.3439	0.5976	0.7731
0.3866	8.4524	710	0.5732	0.3778	0.5732	0.7571
0.3866	8.4762	712	0.5638	0.4475	0.5638	0.7509
0.3866	8.5	714	0.5587	0.4475	0.5587	0.7475
0.3866	8.5238	716	0.5551	0.3829	0.5551	0.7450
0.3866	8.5476	718	0.5603	0.4023	0.5603	0.7485
0.3866	8.5714	720	0.5842	0.4091	0.5842	0.7643
0.3866	8.5952	722	0.6042	0.3548	0.6042	0.7773
0.3866	8.6190	724	0.6148	0.3548	0.6148	0.7841
0.3866	8.6429	726	0.6162	0.3548	0.6162	0.7850
0.3866	8.6667	728	0.6282	0.3161	0.6282	0.7926
0.3866	8.6905	730	0.6188	0.3548	0.6188	0.7866
0.3866	8.7143	732	0.6029	0.3548	0.6029	0.7764
0.3866	8.7381	734	0.6005	0.3548	0.6005	0.7749
0.3866	8.7619	736	0.5916	0.3591	0.5916	0.7691
0.3866	8.7857	738	0.5707	0.4152	0.5707	0.7554
0.3866	8.8095	740	0.5616	0.4152	0.5616	0.7494
0.3866	8.8333	742	0.5570	0.4152	0.5570	0.7463
0.3866	8.8571	744	0.5599	0.4152	0.5599	0.7483
0.3866	8.8810	746	0.5649	0.4152	0.5649	0.7516
0.3866	8.9048	748	0.5690	0.4152	0.5690	0.7543
0.3866	8.9286	750	0.5887	0.3591	0.5887	0.7673
0.3866	8.9524	752	0.6040	0.3591	0.6040	0.7772
0.3866	8.9762	754	0.6020	0.3591	0.6020	0.7759
0.3866	9.0	756	0.5957	0.3591	0.5957	0.7718
0.3866	9.0238	758	0.5776	0.4091	0.5776	0.7600
0.3866	9.0476	760	0.5626	0.4152	0.5626	0.7501
0.3866	9.0714	762	0.5607	0.4152	0.5607	0.7488
0.3866	9.0952	764	0.5634	0.4152	0.5634	0.7506
0.3866	9.1190	766	0.5612	0.4152	0.5612	0.7492
0.3866	9.1429	768	0.5552	0.4152	0.5552	0.7451
0.3866	9.1667	770	0.5519	0.4152	0.5519	0.7429
0.3866	9.1905	772	0.5471	0.4152	0.5471	0.7397
0.3866	9.2143	774	0.5482	0.4152	0.5482	0.7404
0.3866	9.2381	776	0.5550	0.4152	0.5550	0.7450
0.3866	9.2619	778	0.5692	0.4152	0.5692	0.7545
0.3866	9.2857	780	0.5897	0.4091	0.5897	0.7679
0.3866	9.3095	782	0.5986	0.3591	0.5986	0.7737
0.3866	9.3333	784	0.5971	0.3591	0.5971	0.7727
0.3866	9.3571	786	0.5882	0.4091	0.5882	0.7669
0.3866	9.3810	788	0.5838	0.4091	0.5838	0.7641
0.3866	9.4048	790	0.5745	0.4152	0.5745	0.7580
0.3866	9.4286	792	0.5720	0.4152	0.5720	0.7563
0.3866	9.4524	794	0.5741	0.4152	0.5741	0.7577
0.3866	9.4762	796	0.5736	0.4152	0.5736	0.7574
0.3866	9.5	798	0.5761	0.4152	0.5761	0.7590
0.3866	9.5238	800	0.5812	0.4152	0.5812	0.7624
0.3866	9.5476	802	0.5853	0.4091	0.5853	0.7650
0.3866	9.5714	804	0.5864	0.4091	0.5864	0.7658
0.3866	9.5952	806	0.5939	0.3591	0.5939	0.7707
0.3866	9.6190	808	0.6033	0.3591	0.6033	0.7768
0.3866	9.6429	810	0.6117	0.3508	0.6117	0.7821
0.3866	9.6667	812	0.6152	0.3508	0.6152	0.7844
0.3866	9.6905	814	0.6127	0.3508	0.6127	0.7827
0.3866	9.7143	816	0.6064	0.3591	0.6064	0.7787
0.3866	9.7381	818	0.5972	0.3591	0.5972	0.7728
0.3866	9.7619	820	0.5892	0.4091	0.5892	0.7676
0.3866	9.7857	822	0.5837	0.4091	0.5837	0.7640
0.3866	9.8095	824	0.5782	0.4152	0.5782	0.7604
0.3866	9.8333	826	0.5728	0.4152	0.5728	0.7568
0.3866	9.8571	828	0.5691	0.4152	0.5691	0.7544
0.3866	9.8810	830	0.5672	0.4152	0.5672	0.7532
0.3866	9.9048	832	0.5649	0.4152	0.5649	0.7516
0.3866	9.9286	834	0.5631	0.4152	0.5631	0.7504
0.3866	9.9524	836	0.5621	0.4152	0.5621	0.7497
0.3866	9.9762	838	0.5619	0.4152	0.5619	0.7496
0.3866	10.0	840	0.5618	0.4152	0.5618	0.7495

Framework versions

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