ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k18_task2_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: 0.6189
• Qwk: 0.4679
• Mse: 0.6189
• Rmse: 0.7867

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	0.0222	2	4.0048	-0.0151	4.0049	2.0012
No log	0.0444	4	2.2150	0.0264	2.2150	1.4883
No log	0.0667	6	1.5120	-0.0554	1.5120	1.2296
No log	0.0889	8	1.3989	-0.0203	1.3989	1.1827
No log	0.1111	10	2.3775	-0.0643	2.3775	1.5419
No log	0.1333	12	2.3095	-0.0823	2.3095	1.5197
No log	0.1556	14	1.2946	0.0728	1.2946	1.1378
No log	0.1778	16	0.8647	0.1559	0.8647	0.9299
No log	0.2	18	0.7220	0.1862	0.7220	0.8497
No log	0.2222	20	0.6779	0.3054	0.6779	0.8233
No log	0.2444	22	0.6961	0.3280	0.6961	0.8343
No log	0.2667	24	0.8022	0.2028	0.8022	0.8956
No log	0.2889	26	0.9245	0.0603	0.9245	0.9615
No log	0.3111	28	1.2217	0.0787	1.2217	1.1053
No log	0.3333	30	1.0657	0.0495	1.0657	1.0323
No log	0.3556	32	0.8341	0.2766	0.8341	0.9133
No log	0.3778	34	0.8020	0.1878	0.8020	0.8955
No log	0.4	36	0.7401	0.2481	0.7401	0.8603
No log	0.4222	38	0.6951	0.2214	0.6951	0.8337
No log	0.4444	40	0.6601	0.2048	0.6601	0.8125
No log	0.4667	42	0.6569	0.2375	0.6569	0.8105
No log	0.4889	44	0.7063	0.2446	0.7063	0.8404
No log	0.5111	46	0.8491	0.2633	0.8491	0.9215
No log	0.5333	48	1.1771	0.1209	1.1771	1.0850
No log	0.5556	50	1.4955	0.1246	1.4955	1.2229
No log	0.5778	52	1.3961	0.1191	1.3961	1.1816
No log	0.6	54	1.0474	0.1006	1.0474	1.0234
No log	0.6222	56	0.7976	0.2250	0.7976	0.8931
No log	0.6444	58	0.7023	0.2953	0.7023	0.8381
No log	0.6667	60	0.6846	0.2603	0.6846	0.8274
No log	0.6889	62	0.7108	0.2896	0.7108	0.8431
No log	0.7111	64	0.8092	0.2736	0.8092	0.8996
No log	0.7333	66	0.9374	0.2560	0.9374	0.9682
No log	0.7556	68	1.0196	0.2276	1.0196	1.0098
No log	0.7778	70	1.0156	0.2495	1.0156	1.0078
No log	0.8	72	0.8736	0.3012	0.8736	0.9347
No log	0.8222	74	0.8202	0.3165	0.8202	0.9056
No log	0.8444	76	0.7656	0.2777	0.7656	0.8750
No log	0.8667	78	0.7673	0.2946	0.7673	0.8760
No log	0.8889	80	0.7174	0.2890	0.7174	0.8470
No log	0.9111	82	0.7678	0.2590	0.7678	0.8763
No log	0.9333	84	0.7749	0.2283	0.7749	0.8803
No log	0.9556	86	0.7376	0.3074	0.7376	0.8588
No log	0.9778	88	0.7413	0.3074	0.7413	0.8610
No log	1.0	90	0.7202	0.3225	0.7202	0.8487
No log	1.0222	92	0.6697	0.3465	0.6697	0.8184
No log	1.0444	94	0.6503	0.3062	0.6503	0.8064
No log	1.0667	96	0.6217	0.3632	0.6217	0.7885
No log	1.0889	98	0.5947	0.3557	0.5947	0.7712
No log	1.1111	100	0.6225	0.3391	0.6225	0.7890
No log	1.1333	102	0.6167	0.4086	0.6167	0.7853
No log	1.1556	104	0.6211	0.4460	0.6211	0.7881
No log	1.1778	106	0.6533	0.4131	0.6533	0.8083
No log	1.2	108	0.7177	0.4484	0.7177	0.8472
No log	1.2222	110	0.7098	0.4289	0.7098	0.8425
No log	1.2444	112	0.6538	0.3889	0.6538	0.8086
No log	1.2667	114	0.6452	0.3939	0.6452	0.8033
No log	1.2889	116	0.6972	0.4752	0.6972	0.8350
No log	1.3111	118	0.7494	0.4433	0.7494	0.8657
No log	1.3333	120	0.7401	0.4687	0.7401	0.8603
No log	1.3556	122	0.6524	0.4755	0.6524	0.8077
No log	1.3778	124	0.6110	0.3501	0.6110	0.7817
No log	1.4	126	0.5997	0.3987	0.5997	0.7744
No log	1.4222	128	0.5633	0.4229	0.5633	0.7505
No log	1.4444	130	0.5527	0.4612	0.5527	0.7434
No log	1.4667	132	0.5423	0.4720	0.5423	0.7364
No log	1.4889	134	0.5269	0.4489	0.5269	0.7259
No log	1.5111	136	0.5602	0.4321	0.5602	0.7485
No log	1.5333	138	0.6376	0.3875	0.6376	0.7985
No log	1.5556	140	0.6383	0.3975	0.6383	0.7989
No log	1.5778	142	0.5632	0.4325	0.5632	0.7505
No log	1.6	144	0.5720	0.5361	0.5720	0.7563
No log	1.6222	146	0.5963	0.5022	0.5963	0.7722
No log	1.6444	148	0.6126	0.4140	0.6126	0.7827
No log	1.6667	150	0.6844	0.4119	0.6844	0.8273
No log	1.6889	152	0.7012	0.4221	0.7012	0.8374
No log	1.7111	154	0.6900	0.4731	0.6900	0.8307
No log	1.7333	156	0.7225	0.5240	0.7225	0.8500
No log	1.7556	158	0.6777	0.5250	0.6777	0.8232
No log	1.7778	160	0.6676	0.5100	0.6676	0.8171
No log	1.8	162	0.6936	0.5037	0.6936	0.8328
No log	1.8222	164	0.6047	0.4557	0.6047	0.7776
No log	1.8444	166	0.6052	0.4375	0.6052	0.7779
No log	1.8667	168	0.5808	0.4222	0.5808	0.7621
No log	1.8889	170	0.6628	0.3802	0.6628	0.8142
No log	1.9111	172	0.8773	0.3489	0.8773	0.9366
No log	1.9333	174	0.7726	0.4139	0.7726	0.8790
No log	1.9556	176	0.6400	0.4599	0.6400	0.8000
No log	1.9778	178	0.8215	0.4205	0.8215	0.9064
No log	2.0	180	1.0028	0.3477	1.0028	1.0014
No log	2.0222	182	0.9453	0.3072	0.9453	0.9723
No log	2.0444	184	0.8288	0.3629	0.8288	0.9104
No log	2.0667	186	0.7764	0.4379	0.7764	0.8812
No log	2.0889	188	0.7501	0.4044	0.7501	0.8661
No log	2.1111	190	0.7301	0.4488	0.7301	0.8544
No log	2.1333	192	0.7163	0.4161	0.7163	0.8463
No log	2.1556	194	0.6587	0.3915	0.6587	0.8116
No log	2.1778	196	0.5661	0.4609	0.5661	0.7524
No log	2.2	198	0.5768	0.4105	0.5768	0.7595
No log	2.2222	200	0.5510	0.4415	0.5510	0.7423
No log	2.2444	202	0.5389	0.5004	0.5389	0.7341
No log	2.2667	204	0.5511	0.5112	0.5511	0.7424
No log	2.2889	206	0.5897	0.4481	0.5897	0.7679
No log	2.3111	208	0.5718	0.4588	0.5718	0.7562
No log	2.3333	210	0.5824	0.5116	0.5824	0.7631
No log	2.3556	212	0.6161	0.5231	0.6161	0.7849
No log	2.3778	214	0.6027	0.4969	0.6027	0.7764
No log	2.4	216	0.5882	0.4719	0.5882	0.7669
No log	2.4222	218	0.6063	0.4134	0.6063	0.7786
No log	2.4444	220	0.6349	0.3926	0.6349	0.7968
No log	2.4667	222	0.6475	0.4020	0.6475	0.8047
No log	2.4889	224	0.6566	0.3784	0.6566	0.8103
No log	2.5111	226	0.6676	0.4044	0.6676	0.8171
No log	2.5333	228	0.6395	0.4109	0.6395	0.7997
No log	2.5556	230	0.6127	0.4271	0.6127	0.7827
No log	2.5778	232	0.6064	0.4563	0.6064	0.7787
No log	2.6	234	0.6467	0.5068	0.6467	0.8042
No log	2.6222	236	0.6117	0.4582	0.6117	0.7821
No log	2.6444	238	0.6058	0.4230	0.6058	0.7784
No log	2.6667	240	0.6248	0.4316	0.6248	0.7905
No log	2.6889	242	0.6344	0.4135	0.6344	0.7965
No log	2.7111	244	0.6122	0.4762	0.6122	0.7824
No log	2.7333	246	0.6573	0.5010	0.6573	0.8107
No log	2.7556	248	0.6567	0.4912	0.6567	0.8103
No log	2.7778	250	0.6377	0.4488	0.6377	0.7986
No log	2.8	252	0.6773	0.4022	0.6773	0.8230
No log	2.8222	254	0.6834	0.4204	0.6834	0.8267
No log	2.8444	256	0.6950	0.4028	0.6950	0.8337
No log	2.8667	258	0.6983	0.3915	0.6983	0.8356
No log	2.8889	260	0.6799	0.4067	0.6799	0.8246
No log	2.9111	262	0.6500	0.4547	0.6500	0.8062
No log	2.9333	264	0.6106	0.4347	0.6106	0.7814
No log	2.9556	266	0.6132	0.4535	0.6132	0.7830
No log	2.9778	268	0.6178	0.4670	0.6178	0.7860
No log	3.0	270	0.6205	0.4647	0.6205	0.7877
No log	3.0222	272	0.6478	0.4427	0.6478	0.8048
No log	3.0444	274	0.6424	0.3990	0.6424	0.8015
No log	3.0667	276	0.6107	0.4660	0.6107	0.7815
No log	3.0889	278	0.5992	0.4582	0.5991	0.7740
No log	3.1111	280	0.6006	0.4564	0.6006	0.7750
No log	3.1333	282	0.6166	0.4920	0.6166	0.7853
No log	3.1556	284	0.6328	0.5140	0.6328	0.7955
No log	3.1778	286	0.6148	0.4699	0.6148	0.7841
No log	3.2	288	0.6088	0.4392	0.6088	0.7803
No log	3.2222	290	0.6012	0.5268	0.6012	0.7754
No log	3.2444	292	0.6314	0.5255	0.6314	0.7946
No log	3.2667	294	0.6137	0.4990	0.6137	0.7834
No log	3.2889	296	0.5755	0.4905	0.5755	0.7586
No log	3.3111	298	0.5970	0.4120	0.5970	0.7727
No log	3.3333	300	0.6209	0.3956	0.6209	0.7880
No log	3.3556	302	0.6200	0.3956	0.6200	0.7874
No log	3.3778	304	0.5821	0.4272	0.5821	0.7629
No log	3.4	306	0.5853	0.5047	0.5853	0.7650
No log	3.4222	308	0.6007	0.5069	0.6007	0.7751
No log	3.4444	310	0.6124	0.4299	0.6124	0.7825
No log	3.4667	312	0.6251	0.3852	0.6251	0.7906
No log	3.4889	314	0.6443	0.3859	0.6443	0.8027
No log	3.5111	316	0.6280	0.3947	0.6280	0.7925
No log	3.5333	318	0.6176	0.4815	0.6176	0.7859
No log	3.5556	320	0.6538	0.4362	0.6538	0.8086
No log	3.5778	322	0.6455	0.4145	0.6455	0.8034
No log	3.6	324	0.6136	0.4702	0.6136	0.7833
No log	3.6222	326	0.6248	0.4250	0.6248	0.7904
No log	3.6444	328	0.6941	0.4111	0.6941	0.8331
No log	3.6667	330	0.7285	0.4003	0.7285	0.8535
No log	3.6889	332	0.6761	0.4293	0.6761	0.8222
No log	3.7111	334	0.6337	0.4322	0.6337	0.7961
No log	3.7333	336	0.6118	0.4489	0.6118	0.7822
No log	3.7556	338	0.6001	0.4588	0.6001	0.7746
No log	3.7778	340	0.6120	0.4368	0.6120	0.7823
No log	3.8	342	0.5858	0.4495	0.5858	0.7654
No log	3.8222	344	0.5878	0.4422	0.5878	0.7667
No log	3.8444	346	0.5874	0.4422	0.5874	0.7664
No log	3.8667	348	0.6073	0.4100	0.6073	0.7793
No log	3.8889	350	0.6069	0.4297	0.6069	0.7790
No log	3.9111	352	0.5969	0.4250	0.5969	0.7726
No log	3.9333	354	0.6079	0.4784	0.6079	0.7797
No log	3.9556	356	0.6257	0.4457	0.6257	0.7910
No log	3.9778	358	0.6587	0.4276	0.6587	0.8116
No log	4.0	360	0.7452	0.4371	0.7452	0.8633
No log	4.0222	362	0.7906	0.4345	0.7906	0.8892
No log	4.0444	364	0.7889	0.4345	0.7889	0.8882
No log	4.0667	366	0.7162	0.4371	0.7162	0.8463
No log	4.0889	368	0.6724	0.4415	0.6724	0.8200
No log	4.1111	370	0.6342	0.4358	0.6342	0.7964
No log	4.1333	372	0.6212	0.4584	0.6212	0.7882
No log	4.1556	374	0.6130	0.4955	0.6130	0.7830
No log	4.1778	376	0.6330	0.5062	0.6330	0.7956
No log	4.2	378	0.6687	0.4828	0.6687	0.8177
No log	4.2222	380	0.6346	0.4993	0.6346	0.7966
No log	4.2444	382	0.5682	0.5135	0.5682	0.7538
No log	4.2667	384	0.5565	0.5096	0.5565	0.7460
No log	4.2889	386	0.5646	0.5074	0.5646	0.7514
No log	4.3111	388	0.5850	0.4957	0.5850	0.7648
No log	4.3333	390	0.6643	0.4856	0.6643	0.8150
No log	4.3556	392	0.7914	0.4404	0.7914	0.8896
No log	4.3778	394	0.8393	0.4203	0.8393	0.9161
No log	4.4	396	0.7668	0.4507	0.7668	0.8757
No log	4.4222	398	0.6432	0.5069	0.6432	0.8020
No log	4.4444	400	0.5658	0.5130	0.5658	0.7522
No log	4.4667	402	0.5728	0.4831	0.5728	0.7568
No log	4.4889	404	0.5766	0.4776	0.5766	0.7593
No log	4.5111	406	0.5649	0.5656	0.5649	0.7516
No log	4.5333	408	0.5812	0.4885	0.5812	0.7623
No log	4.5556	410	0.6079	0.4679	0.6079	0.7797
No log	4.5778	412	0.6414	0.4973	0.6414	0.8009
No log	4.6	414	0.6326	0.4734	0.6326	0.7954
No log	4.6222	416	0.6121	0.5059	0.6121	0.7823
No log	4.6444	418	0.6205	0.5652	0.6205	0.7877
No log	4.6667	420	0.6317	0.5652	0.6317	0.7948
No log	4.6889	422	0.6388	0.4956	0.6388	0.7993
No log	4.7111	424	0.6577	0.4404	0.6577	0.8110
No log	4.7333	426	0.6867	0.4377	0.6867	0.8287
No log	4.7556	428	0.6976	0.4377	0.6976	0.8352
No log	4.7778	430	0.6774	0.4465	0.6774	0.8231
No log	4.8	432	0.6330	0.4477	0.6330	0.7956
No log	4.8222	434	0.6143	0.5300	0.6143	0.7838
No log	4.8444	436	0.6304	0.4620	0.6304	0.7940
No log	4.8667	438	0.6342	0.4553	0.6342	0.7964
No log	4.8889	440	0.6109	0.4936	0.6109	0.7816
No log	4.9111	442	0.6125	0.4366	0.6125	0.7826
No log	4.9333	444	0.6518	0.4713	0.6518	0.8073
No log	4.9556	446	0.6563	0.4624	0.6563	0.8101
No log	4.9778	448	0.6282	0.4575	0.6282	0.7926
No log	5.0	450	0.6099	0.4929	0.6099	0.7809
No log	5.0222	452	0.6038	0.5063	0.6038	0.7770
No log	5.0444	454	0.5996	0.4761	0.5996	0.7743
No log	5.0667	456	0.6004	0.4962	0.6004	0.7748
No log	5.0889	458	0.6089	0.5192	0.6089	0.7803
No log	5.1111	460	0.6284	0.4388	0.6284	0.7927
No log	5.1333	462	0.6460	0.4452	0.6460	0.8037
No log	5.1556	464	0.6864	0.4462	0.6864	0.8285
No log	5.1778	466	0.7250	0.4638	0.7250	0.8515
No log	5.2	468	0.6988	0.4460	0.6988	0.8359
No log	5.2222	470	0.6348	0.4386	0.6348	0.7968
No log	5.2444	472	0.6073	0.4672	0.6073	0.7793
No log	5.2667	474	0.6035	0.5042	0.6035	0.7768
No log	5.2889	476	0.6017	0.4831	0.6017	0.7757
No log	5.3111	478	0.6028	0.4734	0.6028	0.7764
No log	5.3333	480	0.6082	0.4632	0.6082	0.7799
No log	5.3556	482	0.6052	0.4632	0.6052	0.7779
No log	5.3778	484	0.5947	0.4637	0.5947	0.7711
No log	5.4	486	0.5857	0.4637	0.5857	0.7653
No log	5.4222	488	0.5841	0.4613	0.5841	0.7643
No log	5.4444	490	0.5887	0.4516	0.5887	0.7673
No log	5.4667	492	0.5949	0.4516	0.5949	0.7713
No log	5.4889	494	0.6023	0.4613	0.6023	0.7761
No log	5.5111	496	0.5988	0.4632	0.5988	0.7738
No log	5.5333	498	0.6012	0.5011	0.6012	0.7753
0.4452	5.5556	500	0.6031	0.4907	0.6031	0.7766
0.4452	5.5778	502	0.5965	0.4632	0.5965	0.7723
0.4452	5.6	504	0.5848	0.4632	0.5848	0.7647
0.4452	5.6222	506	0.5845	0.4632	0.5845	0.7645
0.4452	5.6444	508	0.5969	0.4584	0.5969	0.7726
0.4452	5.6667	510	0.5947	0.4540	0.5947	0.7712
0.4452	5.6889	512	0.5954	0.4440	0.5954	0.7716
0.4452	5.7111	514	0.5994	0.4598	0.5994	0.7742
0.4452	5.7333	516	0.5958	0.5017	0.5958	0.7719
0.4452	5.7556	518	0.5927	0.4968	0.5927	0.7699
0.4452	5.7778	520	0.5866	0.4968	0.5866	0.7659
0.4452	5.8	522	0.5822	0.5208	0.5822	0.7630
0.4452	5.8222	524	0.5913	0.5084	0.5913	0.7690
0.4452	5.8444	526	0.6174	0.5455	0.6174	0.7858
0.4452	5.8667	528	0.6268	0.5455	0.6268	0.7917
0.4452	5.8889	530	0.6329	0.5455	0.6329	0.7955
0.4452	5.9111	532	0.6539	0.5177	0.6539	0.8086
0.4452	5.9333	534	0.6924	0.5062	0.6924	0.8321
0.4452	5.9556	536	0.7283	0.4981	0.7283	0.8534
0.4452	5.9778	538	0.7782	0.4732	0.7782	0.8821
0.4452	6.0	540	0.7864	0.4862	0.7864	0.8868
0.4452	6.0222	542	0.7879	0.4785	0.7879	0.8876
0.4452	6.0444	544	0.7122	0.4919	0.7122	0.8439
0.4452	6.0667	546	0.6301	0.5240	0.6301	0.7938
0.4452	6.0889	548	0.5909	0.5339	0.5909	0.7687
0.4452	6.1111	550	0.5872	0.5335	0.5872	0.7663
0.4452	6.1333	552	0.5763	0.5218	0.5763	0.7592
0.4452	6.1556	554	0.5666	0.5525	0.5666	0.7527
0.4452	6.1778	556	0.5538	0.4839	0.5538	0.7441
0.4452	6.2	558	0.5487	0.5034	0.5487	0.7407
0.4452	6.2222	560	0.5529	0.5034	0.5529	0.7436
0.4452	6.2444	562	0.5681	0.4894	0.5681	0.7537
0.4452	6.2667	564	0.5858	0.4691	0.5858	0.7654
0.4452	6.2889	566	0.6188	0.4687	0.6188	0.7866
0.4452	6.3111	568	0.6406	0.4869	0.6406	0.8004
0.4452	6.3333	570	0.6241	0.4687	0.6241	0.7900
0.4452	6.3556	572	0.6126	0.4460	0.6126	0.7827
0.4452	6.3778	574	0.6135	0.4386	0.6135	0.7832
0.4452	6.4	576	0.6053	0.4317	0.6053	0.7780
0.4452	6.4222	578	0.5963	0.4626	0.5963	0.7722
0.4452	6.4444	580	0.6005	0.4626	0.6005	0.7749
0.4452	6.4667	582	0.6123	0.4338	0.6123	0.7825
0.4452	6.4889	584	0.6226	0.4334	0.6226	0.7891
0.4452	6.5111	586	0.6274	0.4399	0.6274	0.7921
0.4452	6.5333	588	0.6317	0.4687	0.6317	0.7948
0.4452	6.5556	590	0.6251	0.4719	0.6251	0.7906
0.4452	6.5778	592	0.6176	0.4896	0.6176	0.7859
0.4452	6.6	594	0.6120	0.4818	0.6120	0.7823
0.4452	6.6222	596	0.5980	0.4614	0.5980	0.7733
0.4452	6.6444	598	0.5847	0.4666	0.5847	0.7647
0.4452	6.6667	600	0.5779	0.5023	0.5779	0.7602
0.4452	6.6889	602	0.5681	0.5034	0.5681	0.7537
0.4452	6.7111	604	0.5590	0.4872	0.5590	0.7477
0.4452	6.7333	606	0.5562	0.4848	0.5562	0.7458
0.4452	6.7556	608	0.5609	0.5066	0.5609	0.7489
0.4452	6.7778	610	0.5630	0.5054	0.5630	0.7503
0.4452	6.8	612	0.5784	0.4933	0.5784	0.7605
0.4452	6.8222	614	0.6120	0.4694	0.6120	0.7823
0.4452	6.8444	616	0.6480	0.4558	0.6480	0.8050
0.4452	6.8667	618	0.6676	0.4797	0.6676	0.8170
0.4452	6.8889	620	0.6572	0.4400	0.6572	0.8107
0.4452	6.9111	622	0.6333	0.4695	0.6333	0.7958
0.4452	6.9333	624	0.6218	0.4729	0.6218	0.7885
0.4452	6.9556	626	0.6157	0.4828	0.6157	0.7847
0.4452	6.9778	628	0.6095	0.4836	0.6095	0.7807
0.4452	7.0	630	0.6086	0.4621	0.6086	0.7802
0.4452	7.0222	632	0.6076	0.4363	0.6076	0.7795
0.4452	7.0444	634	0.6126	0.4474	0.6126	0.7827
0.4452	7.0667	636	0.6197	0.4473	0.6197	0.7872
0.4452	7.0889	638	0.6271	0.4473	0.6271	0.7919
0.4452	7.1111	640	0.6155	0.4566	0.6155	0.7846
0.4452	7.1333	642	0.5924	0.4556	0.5924	0.7697
0.4452	7.1556	644	0.5824	0.4619	0.5824	0.7631
0.4452	7.1778	646	0.5783	0.4848	0.5783	0.7605
0.4452	7.2	648	0.5836	0.4971	0.5836	0.7640
0.4452	7.2222	650	0.5942	0.4867	0.5942	0.7708
0.4452	7.2444	652	0.6162	0.4478	0.6162	0.7850
0.4452	7.2667	654	0.6547	0.4983	0.6547	0.8092
0.4452	7.2889	656	0.6885	0.4706	0.6885	0.8297
0.4452	7.3111	658	0.7224	0.4617	0.7224	0.8499
0.4452	7.3333	660	0.7415	0.4613	0.7415	0.8611
0.4452	7.3556	662	0.7564	0.4613	0.7564	0.8697
0.4452	7.3778	664	0.7481	0.4613	0.7481	0.8649
0.4452	7.4	666	0.7131	0.4559	0.7131	0.8444
0.4452	7.4222	668	0.6648	0.4695	0.6648	0.8153
0.4452	7.4444	670	0.6390	0.4469	0.6390	0.7994
0.4452	7.4667	672	0.6268	0.4671	0.6268	0.7917
0.4452	7.4889	674	0.6245	0.4671	0.6245	0.7902
0.4452	7.5111	676	0.6345	0.4426	0.6345	0.7965
0.4452	7.5333	678	0.6552	0.4640	0.6552	0.8095
0.4452	7.5556	680	0.6826	0.4689	0.6826	0.8262
0.4452	7.5778	682	0.7109	0.4605	0.7109	0.8432
0.4452	7.6	684	0.7476	0.4572	0.7476	0.8646
0.4452	7.6222	686	0.7531	0.4492	0.7531	0.8678
0.4452	7.6444	688	0.7169	0.4813	0.7169	0.8467
0.4452	7.6667	690	0.6630	0.4675	0.6630	0.8143
0.4452	7.6889	692	0.6157	0.4832	0.6157	0.7847
0.4452	7.7111	694	0.5831	0.5064	0.5831	0.7636
0.4452	7.7333	696	0.5643	0.5108	0.5643	0.7512
0.4452	7.7556	698	0.5565	0.4947	0.5565	0.7460
0.4452	7.7778	700	0.5541	0.4947	0.5541	0.7444
0.4452	7.8	702	0.5526	0.5108	0.5526	0.7434
0.4452	7.8222	704	0.5547	0.5108	0.5547	0.7448
0.4452	7.8444	706	0.5599	0.5108	0.5599	0.7483
0.4452	7.8667	708	0.5668	0.5108	0.5668	0.7529
0.4452	7.8889	710	0.5776	0.4977	0.5776	0.7600
0.4452	7.9111	712	0.5896	0.4687	0.5896	0.7679
0.4452	7.9333	714	0.6063	0.4150	0.6063	0.7787
0.4452	7.9556	716	0.6162	0.4315	0.6162	0.7850
0.4452	7.9778	718	0.6114	0.4315	0.6114	0.7819
0.4452	8.0	720	0.6058	0.4593	0.6058	0.7783
0.4452	8.0222	722	0.5945	0.4917	0.5945	0.7710
0.4452	8.0444	724	0.5837	0.5096	0.5837	0.7640
0.4452	8.0667	726	0.5789	0.5034	0.5789	0.7609
0.4452	8.0889	728	0.5826	0.5108	0.5826	0.7633
0.4452	8.1111	730	0.5958	0.5135	0.5958	0.7719
0.4452	8.1333	732	0.6174	0.4651	0.6174	0.7858
0.4452	8.1556	734	0.6398	0.4381	0.6398	0.7999
0.4452	8.1778	736	0.6515	0.4381	0.6515	0.8071
0.4452	8.2	738	0.6490	0.4381	0.6490	0.8056
0.4452	8.2222	740	0.6347	0.4543	0.6347	0.7967
0.4452	8.2444	742	0.6352	0.4543	0.6352	0.7970
0.4452	8.2667	744	0.6320	0.4543	0.6320	0.7950
0.4452	8.2889	746	0.6225	0.4315	0.6225	0.7890
0.4452	8.3111	748	0.6203	0.4315	0.6203	0.7876
0.4452	8.3333	750	0.6197	0.4315	0.6197	0.7872
0.4452	8.3556	752	0.6156	0.4316	0.6156	0.7846
0.4452	8.3778	754	0.6087	0.4508	0.6087	0.7802
0.4452	8.4	756	0.6041	0.4508	0.6041	0.7772
0.4452	8.4222	758	0.6052	0.4508	0.6052	0.7779
0.4452	8.4444	760	0.6104	0.4413	0.6104	0.7813
0.4452	8.4667	762	0.6216	0.4477	0.6216	0.7884
0.4452	8.4889	764	0.6366	0.4451	0.6366	0.7979
0.4452	8.5111	766	0.6482	0.4448	0.6482	0.8051
0.4452	8.5333	768	0.6497	0.4675	0.6497	0.8060
0.4452	8.5556	770	0.6477	0.4448	0.6477	0.8048
0.4452	8.5778	772	0.6379	0.4451	0.6379	0.7987
0.4452	8.6	774	0.6253	0.4543	0.6253	0.7908
0.4452	8.6222	776	0.6142	0.4386	0.6142	0.7837
0.4452	8.6444	778	0.6088	0.4386	0.6088	0.7802
0.4452	8.6667	780	0.6009	0.4413	0.6010	0.7752
0.4452	8.6889	782	0.6040	0.4316	0.6040	0.7772
0.4452	8.7111	784	0.6084	0.4386	0.6084	0.7800
0.4452	8.7333	786	0.6098	0.4386	0.6098	0.7809
0.4452	8.7556	788	0.6132	0.4547	0.6132	0.7831
0.4452	8.7778	790	0.6146	0.4726	0.6146	0.7840
0.4452	8.8	792	0.6177	0.4719	0.6177	0.7860
0.4452	8.8222	794	0.6147	0.4657	0.6147	0.7840
0.4452	8.8444	796	0.6123	0.4838	0.6123	0.7825
0.4452	8.8667	798	0.6101	0.4838	0.6101	0.7811
0.4452	8.8889	800	0.6075	0.4638	0.6075	0.7794
0.4452	8.9111	802	0.6036	0.4638	0.6036	0.7769
0.4452	8.9333	804	0.6063	0.4638	0.6063	0.7787
0.4452	8.9556	806	0.6074	0.4638	0.6074	0.7794
0.4452	8.9778	808	0.6106	0.4791	0.6106	0.7814
0.4452	9.0	810	0.6202	0.4851	0.6202	0.7875
0.4452	9.0222	812	0.6283	0.4830	0.6283	0.7926
0.4452	9.0444	814	0.6310	0.4830	0.6310	0.7944
0.4452	9.0667	816	0.6282	0.4830	0.6282	0.7926
0.4452	9.0889	818	0.6227	0.4851	0.6227	0.7891
0.4452	9.1111	820	0.6177	0.4783	0.6177	0.7860
0.4452	9.1333	822	0.6092	0.4729	0.6092	0.7805
0.4452	9.1556	824	0.6037	0.4729	0.6037	0.7770
0.4452	9.1778	826	0.6023	0.5060	0.6023	0.7761
0.4452	9.2	828	0.6009	0.4968	0.6009	0.7752
0.4452	9.2222	830	0.6022	0.4638	0.6022	0.7760
0.4452	9.2444	832	0.6072	0.4769	0.6072	0.7792
0.4452	9.2667	834	0.6122	0.4741	0.6122	0.7824
0.4452	9.2889	836	0.6181	0.4651	0.6181	0.7862
0.4452	9.3111	838	0.6248	0.4868	0.6248	0.7904
0.4452	9.3333	840	0.6348	0.4780	0.6348	0.7967
0.4452	9.3556	842	0.6422	0.4834	0.6422	0.8014
0.4452	9.3778	844	0.6503	0.4669	0.6503	0.8064
0.4452	9.4	846	0.6550	0.4669	0.6550	0.8093
0.4452	9.4222	848	0.6529	0.4669	0.6529	0.8080
0.4452	9.4444	850	0.6486	0.4446	0.6486	0.8053
0.4452	9.4667	852	0.6429	0.4607	0.6429	0.8018
0.4452	9.4889	854	0.6370	0.4868	0.6370	0.7981
0.4452	9.5111	856	0.6351	0.4868	0.6351	0.7969
0.4452	9.5333	858	0.6308	0.4868	0.6308	0.7942
0.4452	9.5556	860	0.6268	0.4651	0.6268	0.7917
0.4452	9.5778	862	0.6250	0.4741	0.6250	0.7906
0.4452	9.6	864	0.6218	0.4741	0.6218	0.7886
0.4452	9.6222	866	0.6200	0.4588	0.6200	0.7874
0.4452	9.6444	868	0.6175	0.4679	0.6175	0.7858
0.4452	9.6667	870	0.6164	0.4769	0.6164	0.7851
0.4452	9.6889	872	0.6166	0.4769	0.6166	0.7853
0.4452	9.7111	874	0.6157	0.4769	0.6157	0.7846
0.4452	9.7333	876	0.6139	0.4701	0.6139	0.7835
0.4452	9.7556	878	0.6145	0.4769	0.6145	0.7839
0.4452	9.7778	880	0.6155	0.4769	0.6155	0.7845
0.4452	9.8	882	0.6171	0.4679	0.6171	0.7855
0.4452	9.8222	884	0.6182	0.4679	0.6182	0.7863
0.4452	9.8444	886	0.6186	0.4679	0.6186	0.7865
0.4452	9.8667	888	0.6194	0.4679	0.6194	0.7870
0.4452	9.8889	890	0.6195	0.4679	0.6195	0.7871
0.4452	9.9111	892	0.6191	0.4679	0.6191	0.7868
0.4452	9.9333	894	0.6191	0.4679	0.6191	0.7868
0.4452	9.9556	896	0.6190	0.4679	0.6190	0.7867
0.4452	9.9778	898	0.6190	0.4679	0.6190	0.7867
0.4452	10.0	900	0.6189	0.4679	0.6189	0.7867

Framework versions

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