ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k19_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: 0.6183
• Qwk: 0.5378
• Mse: 0.6183
• Rmse: 0.7863

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	0.0213	2	3.9733	-0.0224	3.9733	1.9933
No log	0.0426	4	2.0950	-0.0070	2.0950	1.4474
No log	0.0638	6	1.4099	0.0257	1.4099	1.1874
No log	0.0851	8	1.0888	0.0066	1.0888	1.0435
No log	0.1064	10	0.7447	0.1038	0.7447	0.8630
No log	0.1277	12	0.9184	0.0225	0.9184	0.9583
No log	0.1489	14	1.0565	0.0312	1.0565	1.0279
No log	0.1702	16	0.8504	0.0392	0.8504	0.9222
No log	0.1915	18	0.8697	0.1139	0.8697	0.9326
No log	0.2128	20	1.0151	0.0866	1.0151	1.0075
No log	0.2340	22	1.2125	0.0458	1.2125	1.1011
No log	0.2553	24	1.0786	0.1678	1.0786	1.0385
No log	0.2766	26	0.6914	0.2413	0.6914	0.8315
No log	0.2979	28	0.8248	0.0577	0.8248	0.9082
No log	0.3191	30	0.8977	-0.0893	0.8977	0.9475
No log	0.3404	32	0.8531	0.0698	0.8531	0.9236
No log	0.3617	34	0.7645	0.2412	0.7645	0.8744
No log	0.3830	36	0.8593	0.1758	0.8593	0.9270
No log	0.4043	38	0.8359	0.1834	0.8359	0.9143
No log	0.4255	40	0.7064	0.2670	0.7064	0.8405
No log	0.4468	42	0.6015	0.3426	0.6015	0.7755
No log	0.4681	44	0.6331	0.3345	0.6331	0.7956
No log	0.4894	46	0.9417	0.2581	0.9417	0.9704
No log	0.5106	48	1.1155	0.1967	1.1155	1.0562
No log	0.5319	50	0.9863	0.2529	0.9863	0.9931
No log	0.5532	52	0.7166	0.2327	0.7166	0.8465
No log	0.5745	54	0.5444	0.4996	0.5444	0.7378
No log	0.5957	56	0.5666	0.5070	0.5666	0.7528
No log	0.6170	58	0.5520	0.5414	0.5520	0.7430
No log	0.6383	60	0.5592	0.4790	0.5592	0.7478
No log	0.6596	62	0.7640	0.3793	0.7640	0.8740
No log	0.6809	64	0.9286	0.3541	0.9286	0.9636
No log	0.7021	66	0.8997	0.3929	0.8997	0.9485
No log	0.7234	68	0.9067	0.4144	0.9067	0.9522
No log	0.7447	70	0.7742	0.4527	0.7742	0.8799
No log	0.7660	72	0.6485	0.5450	0.6485	0.8053
No log	0.7872	74	0.6977	0.4259	0.6977	0.8353
No log	0.8085	76	0.6522	0.5022	0.6522	0.8076
No log	0.8298	78	0.6088	0.5450	0.6088	0.7803
No log	0.8511	80	0.7063	0.4668	0.7063	0.8404
No log	0.8723	82	0.7752	0.4656	0.7752	0.8805
No log	0.8936	84	0.7710	0.4517	0.7710	0.8781
No log	0.9149	86	0.6297	0.5508	0.6297	0.7935
No log	0.9362	88	0.5897	0.5989	0.5897	0.7679
No log	0.9574	90	0.6382	0.4604	0.6382	0.7989
No log	0.9787	92	0.6959	0.4444	0.6959	0.8342
No log	1.0	94	0.6453	0.4141	0.6453	0.8033
No log	1.0213	96	0.6438	0.5471	0.6438	0.8024
No log	1.0426	98	0.7528	0.4342	0.7528	0.8676
No log	1.0638	100	0.6818	0.5524	0.6818	0.8257
No log	1.0851	102	0.6304	0.4879	0.6304	0.7940
No log	1.1064	104	0.6597	0.4843	0.6597	0.8122
No log	1.1277	106	0.6987	0.5060	0.6987	0.8359
No log	1.1489	108	0.7204	0.5072	0.7204	0.8488
No log	1.1702	110	0.7942	0.4512	0.7942	0.8912
No log	1.1915	112	0.9522	0.3913	0.9522	0.9758
No log	1.2128	114	0.8942	0.4279	0.8942	0.9456
No log	1.2340	116	0.7370	0.5484	0.7370	0.8585
No log	1.2553	118	0.7099	0.5153	0.7099	0.8425
No log	1.2766	120	0.7733	0.5011	0.7733	0.8794
No log	1.2979	122	0.7235	0.5146	0.7235	0.8506
No log	1.3191	124	0.6890	0.5793	0.6890	0.8301
No log	1.3404	126	0.7093	0.5169	0.7093	0.8422
No log	1.3617	128	0.7173	0.5340	0.7173	0.8469
No log	1.3830	130	0.7089	0.5280	0.7089	0.8420
No log	1.4043	132	0.7189	0.5055	0.7189	0.8479
No log	1.4255	134	0.6951	0.5298	0.6951	0.8337
No log	1.4468	136	0.7529	0.5242	0.7529	0.8677
No log	1.4681	138	0.8219	0.4627	0.8219	0.9066
No log	1.4894	140	0.7480	0.4972	0.7480	0.8649
No log	1.5106	142	0.6515	0.5171	0.6515	0.8072
No log	1.5319	144	0.6540	0.4620	0.6540	0.8087
No log	1.5532	146	0.7007	0.4870	0.7007	0.8371
No log	1.5745	148	0.7454	0.4841	0.7454	0.8634
No log	1.5957	150	0.8247	0.4868	0.8247	0.9081
No log	1.6170	152	0.8049	0.4943	0.8049	0.8972
No log	1.6383	154	0.7557	0.5363	0.7557	0.8693
No log	1.6596	156	0.7360	0.4812	0.7360	0.8579
No log	1.6809	158	0.7579	0.4893	0.7579	0.8706
No log	1.7021	160	0.7373	0.4759	0.7373	0.8587
No log	1.7234	162	0.7714	0.5328	0.7714	0.8783
No log	1.7447	164	0.8341	0.4985	0.8341	0.9133
No log	1.7660	166	0.7956	0.4939	0.7956	0.8919
No log	1.7872	168	0.8637	0.4765	0.8637	0.9294
No log	1.8085	170	0.9470	0.4798	0.9470	0.9731
No log	1.8298	172	0.8420	0.4853	0.8420	0.9176
No log	1.8511	174	0.6685	0.5774	0.6685	0.8176
No log	1.8723	176	0.6181	0.5480	0.6181	0.7862
No log	1.8936	178	0.6339	0.5501	0.6339	0.7962
No log	1.9149	180	0.5931	0.5713	0.5931	0.7702
No log	1.9362	182	0.5907	0.5386	0.5907	0.7686
No log	1.9574	184	0.6120	0.5617	0.6120	0.7823
No log	1.9787	186	0.6241	0.5200	0.6241	0.7900
No log	2.0	188	0.6341	0.4753	0.6341	0.7963
No log	2.0213	190	0.6414	0.4850	0.6414	0.8009
No log	2.0426	192	0.6512	0.4489	0.6512	0.8070
No log	2.0638	194	0.6544	0.4565	0.6545	0.8090
No log	2.0851	196	0.6741	0.4626	0.6741	0.8210
No log	2.1064	198	0.7096	0.4719	0.7096	0.8424
No log	2.1277	200	0.7582	0.4767	0.7582	0.8708
No log	2.1489	202	0.8039	0.4808	0.8039	0.8966
No log	2.1702	204	0.7822	0.4568	0.7822	0.8844
No log	2.1915	206	0.7557	0.4689	0.7557	0.8693
No log	2.2128	208	0.7530	0.4779	0.7530	0.8678
No log	2.2340	210	0.7143	0.4588	0.7143	0.8451
No log	2.2553	212	0.7328	0.4941	0.7328	0.8560
No log	2.2766	214	0.7150	0.5156	0.7150	0.8456
No log	2.2979	216	0.6689	0.5426	0.6689	0.8178
No log	2.3191	218	0.6296	0.4231	0.6296	0.7935
No log	2.3404	220	0.7268	0.4982	0.7268	0.8525
No log	2.3617	222	0.7237	0.4982	0.7237	0.8507
No log	2.3830	224	0.7212	0.4842	0.7212	0.8492
No log	2.4043	226	0.7147	0.4801	0.7147	0.8454
No log	2.4255	228	0.7715	0.4782	0.7715	0.8784
No log	2.4468	230	0.8263	0.4839	0.8263	0.9090
No log	2.4681	232	0.8529	0.4855	0.8529	0.9235
No log	2.4894	234	0.8415	0.4874	0.8415	0.9173
No log	2.5106	236	0.8437	0.4762	0.8437	0.9185
No log	2.5319	238	0.7799	0.4803	0.7799	0.8831
No log	2.5532	240	0.7204	0.4902	0.7204	0.8488
No log	2.5745	242	0.6779	0.4869	0.6779	0.8234
No log	2.5957	244	0.6622	0.4560	0.6622	0.8138
No log	2.6170	246	0.6700	0.4812	0.6700	0.8185
No log	2.6383	248	0.6449	0.5166	0.6449	0.8030
No log	2.6596	250	0.6460	0.4964	0.6460	0.8037
No log	2.6809	252	0.6367	0.5143	0.6367	0.7979
No log	2.7021	254	0.6603	0.5043	0.6603	0.8126
No log	2.7234	256	0.6623	0.5321	0.6623	0.8138
No log	2.7447	258	0.6807	0.5460	0.6807	0.8250
No log	2.7660	260	0.7145	0.5159	0.7145	0.8453
No log	2.7872	262	0.7256	0.4913	0.7256	0.8518
No log	2.8085	264	0.6930	0.5264	0.6930	0.8324
No log	2.8298	266	0.6668	0.5176	0.6668	0.8166
No log	2.8511	268	0.6527	0.5366	0.6527	0.8079
No log	2.8723	270	0.6269	0.5185	0.6269	0.7918
No log	2.8936	272	0.6207	0.5308	0.6207	0.7878
No log	2.9149	274	0.6207	0.4991	0.6207	0.7879
No log	2.9362	276	0.6123	0.4959	0.6123	0.7825
No log	2.9574	278	0.6218	0.4967	0.6218	0.7886
No log	2.9787	280	0.6400	0.5649	0.6400	0.8000
No log	3.0	282	0.6891	0.5318	0.6891	0.8301
No log	3.0213	284	0.6669	0.5771	0.6669	0.8166
No log	3.0426	286	0.6036	0.5445	0.6036	0.7769
No log	3.0638	288	0.5967	0.5184	0.5967	0.7724
No log	3.0851	290	0.6010	0.5458	0.6010	0.7752
No log	3.1064	292	0.6337	0.5802	0.6337	0.7961
No log	3.1277	294	0.6348	0.5725	0.6348	0.7967
No log	3.1489	296	0.6399	0.5572	0.6399	0.7999
No log	3.1702	298	0.6336	0.5144	0.6336	0.7960
No log	3.1915	300	0.6595	0.4574	0.6595	0.8121
No log	3.2128	302	0.6708	0.4389	0.6708	0.8190
No log	3.2340	304	0.6166	0.5029	0.6166	0.7853
No log	3.2553	306	0.6110	0.5698	0.6110	0.7817
No log	3.2766	308	0.6391	0.5621	0.6391	0.7995
No log	3.2979	310	0.6325	0.5714	0.6325	0.7953
No log	3.3191	312	0.6292	0.5406	0.6292	0.7932
No log	3.3404	314	0.7070	0.4734	0.7070	0.8408
No log	3.3617	316	0.7215	0.4734	0.7215	0.8494
No log	3.3830	318	0.6644	0.5113	0.6644	0.8151
No log	3.4043	320	0.6881	0.5346	0.6881	0.8295
No log	3.4255	322	0.7381	0.5302	0.7381	0.8591
No log	3.4468	324	0.6882	0.5299	0.6882	0.8295
No log	3.4681	326	0.6297	0.5356	0.6297	0.7936
No log	3.4894	328	0.6319	0.5264	0.6319	0.7949
No log	3.5106	330	0.6143	0.5549	0.6143	0.7837
No log	3.5319	332	0.6075	0.5568	0.6075	0.7794
No log	3.5532	334	0.6084	0.5502	0.6084	0.7800
No log	3.5745	336	0.5977	0.5568	0.5977	0.7731
No log	3.5957	338	0.6187	0.5518	0.6187	0.7865
No log	3.6170	340	0.6245	0.5518	0.6245	0.7903
No log	3.6383	342	0.6456	0.5077	0.6456	0.8035
No log	3.6596	344	0.6607	0.5337	0.6607	0.8128
No log	3.6809	346	0.6906	0.5600	0.6906	0.8310
No log	3.7021	348	0.7476	0.5326	0.7476	0.8646
No log	3.7234	350	0.7175	0.5381	0.7175	0.8471
No log	3.7447	352	0.6471	0.5857	0.6471	0.8044
No log	3.7660	354	0.6038	0.5168	0.6038	0.7770
No log	3.7872	356	0.6570	0.4509	0.6570	0.8106
No log	3.8085	358	0.6768	0.4545	0.6768	0.8227
No log	3.8298	360	0.6383	0.4607	0.6383	0.7990
No log	3.8511	362	0.5738	0.4931	0.5738	0.7575
No log	3.8723	364	0.5834	0.5536	0.5834	0.7638
No log	3.8936	366	0.6026	0.5622	0.6026	0.7763
No log	3.9149	368	0.5990	0.5374	0.5990	0.7739
No log	3.9362	370	0.6148	0.5438	0.6148	0.7841
No log	3.9574	372	0.6403	0.5329	0.6403	0.8002
No log	3.9787	374	0.6721	0.4894	0.6721	0.8198
No log	4.0	376	0.6941	0.4578	0.6941	0.8331
No log	4.0213	378	0.6673	0.5303	0.6673	0.8169
No log	4.0426	380	0.6471	0.5332	0.6471	0.8044
No log	4.0638	382	0.6412	0.5296	0.6412	0.8008
No log	4.0851	384	0.6550	0.5228	0.6550	0.8093
No log	4.1064	386	0.6521	0.5228	0.6521	0.8075
No log	4.1277	388	0.6536	0.5435	0.6536	0.8085
No log	4.1489	390	0.6397	0.5433	0.6397	0.7998
No log	4.1702	392	0.6410	0.5550	0.6410	0.8006
No log	4.1915	394	0.6509	0.5316	0.6509	0.8068
No log	4.2128	396	0.6408	0.5471	0.6408	0.8005
No log	4.2340	398	0.6259	0.5377	0.6259	0.7911
No log	4.2553	400	0.6088	0.5391	0.6088	0.7803
No log	4.2766	402	0.5976	0.5391	0.5976	0.7730
No log	4.2979	404	0.6029	0.5538	0.6029	0.7765
No log	4.3191	406	0.6013	0.5476	0.6013	0.7755
No log	4.3404	408	0.5974	0.5391	0.5974	0.7729
No log	4.3617	410	0.6189	0.4962	0.6189	0.7867
No log	4.3830	412	0.6237	0.5153	0.6237	0.7897
No log	4.4043	414	0.5954	0.4686	0.5954	0.7716
No log	4.4255	416	0.5732	0.5550	0.5732	0.7571
No log	4.4468	418	0.5875	0.5805	0.5875	0.7665
No log	4.4681	420	0.6027	0.5523	0.6027	0.7763
No log	4.4894	422	0.6137	0.5669	0.6137	0.7834
No log	4.5106	424	0.6087	0.5468	0.6087	0.7802
No log	4.5319	426	0.6553	0.4729	0.6553	0.8095
No log	4.5532	428	0.7295	0.4952	0.7295	0.8541
No log	4.5745	430	0.7439	0.4896	0.7439	0.8625
No log	4.5957	432	0.7012	0.4533	0.7012	0.8374
No log	4.6170	434	0.6662	0.5493	0.6662	0.8162
No log	4.6383	436	0.7138	0.5346	0.7138	0.8449
No log	4.6596	438	0.7710	0.5346	0.7710	0.8781
No log	4.6809	440	0.7584	0.5346	0.7584	0.8708
No log	4.7021	442	0.6984	0.5203	0.6984	0.8357
No log	4.7234	444	0.6508	0.5251	0.6508	0.8067
No log	4.7447	446	0.6401	0.5045	0.6401	0.8000
No log	4.7660	448	0.6258	0.4855	0.6258	0.7911
No log	4.7872	450	0.6333	0.4943	0.6333	0.7958
No log	4.8085	452	0.6270	0.4943	0.6270	0.7918
No log	4.8298	454	0.6359	0.4978	0.6359	0.7974
No log	4.8511	456	0.6169	0.5007	0.6169	0.7854
No log	4.8723	458	0.5902	0.4924	0.5902	0.7682
No log	4.8936	460	0.5808	0.4838	0.5808	0.7621
No log	4.9149	462	0.5824	0.4745	0.5824	0.7631
No log	4.9362	464	0.5958	0.4745	0.5958	0.7719
No log	4.9574	466	0.6155	0.4745	0.6155	0.7845
No log	4.9787	468	0.6391	0.4864	0.6391	0.7994
No log	5.0	470	0.6515	0.4826	0.6515	0.8072
No log	5.0213	472	0.7006	0.4839	0.7006	0.8370
No log	5.0426	474	0.7379	0.4977	0.7379	0.8590
No log	5.0638	476	0.7306	0.4977	0.7306	0.8548
No log	5.0851	478	0.7158	0.4901	0.7158	0.8460
No log	5.1064	480	0.6666	0.4944	0.6666	0.8165
No log	5.1277	482	0.6387	0.5127	0.6387	0.7992
No log	5.1489	484	0.6023	0.5127	0.6023	0.7761
No log	5.1702	486	0.5770	0.5470	0.5770	0.7596
No log	5.1915	488	0.5640	0.5600	0.5640	0.7510
No log	5.2128	490	0.5690	0.5284	0.5690	0.7543
No log	5.2340	492	0.5729	0.4997	0.5729	0.7569
No log	5.2553	494	0.5811	0.4907	0.5811	0.7623
No log	5.2766	496	0.5754	0.4997	0.5754	0.7586
No log	5.2979	498	0.5743	0.5353	0.5743	0.7578
0.3721	5.3191	500	0.5713	0.5583	0.5713	0.7559
0.3721	5.3404	502	0.5807	0.5569	0.5807	0.7620
0.3721	5.3617	504	0.5976	0.5615	0.5976	0.7731
0.3721	5.3830	506	0.6334	0.5337	0.6334	0.7959
0.3721	5.4043	508	0.6601	0.5157	0.6601	0.8125
0.3721	5.4255	510	0.6651	0.5043	0.6651	0.8156
0.3721	5.4468	512	0.6604	0.5567	0.6604	0.8127
0.3721	5.4681	514	0.6554	0.5612	0.6554	0.8096
0.3721	5.4894	516	0.6606	0.5439	0.6606	0.8127
0.3721	5.5106	518	0.6651	0.5468	0.6651	0.8156
0.3721	5.5319	520	0.6596	0.5440	0.6596	0.8122
0.3721	5.5532	522	0.6277	0.5346	0.6277	0.7923
0.3721	5.5745	524	0.6027	0.5332	0.6027	0.7763
0.3721	5.5957	526	0.6069	0.5549	0.6069	0.7791
0.3721	5.6170	528	0.6345	0.4927	0.6345	0.7965
0.3721	5.6383	530	0.6773	0.5070	0.6773	0.8230
0.3721	5.6596	532	0.6818	0.4808	0.6818	0.8257
0.3721	5.6809	534	0.6487	0.4960	0.6487	0.8054
0.3721	5.7021	536	0.6073	0.5267	0.6073	0.7793
0.3721	5.7234	538	0.5886	0.5331	0.5886	0.7672
0.3721	5.7447	540	0.5894	0.5280	0.5894	0.7677
0.3721	5.7660	542	0.5990	0.5280	0.5990	0.7740
0.3721	5.7872	544	0.6111	0.5240	0.6111	0.7817
0.3721	5.8085	546	0.6270	0.5302	0.6270	0.7919
0.3721	5.8298	548	0.6401	0.5126	0.6401	0.8001
0.3721	5.8511	550	0.6438	0.5205	0.6438	0.8024
0.3721	5.8723	552	0.6429	0.5756	0.6429	0.8018
0.3721	5.8936	554	0.6448	0.5426	0.6448	0.8030
0.3721	5.9149	556	0.6480	0.5296	0.6480	0.8050
0.3721	5.9362	558	0.6438	0.5738	0.6438	0.8024
0.3721	5.9574	560	0.6485	0.5504	0.6485	0.8053
0.3721	5.9787	562	0.6498	0.5738	0.6498	0.8061
0.3721	6.0	564	0.6622	0.5249	0.6622	0.8137
0.3721	6.0213	566	0.6583	0.5249	0.6583	0.8114
0.3721	6.0426	568	0.6424	0.5615	0.6424	0.8015
0.3721	6.0638	570	0.6263	0.5646	0.6263	0.7914
0.3721	6.0851	572	0.6323	0.4990	0.6323	0.7952
0.3721	6.1064	574	0.6670	0.5091	0.6670	0.8167
0.3721	6.1277	576	0.6824	0.4935	0.6824	0.8261
0.3721	6.1489	578	0.6636	0.4978	0.6636	0.8146
0.3721	6.1702	580	0.6286	0.5308	0.6286	0.7928
0.3721	6.1915	582	0.6169	0.5420	0.6169	0.7854
0.3721	6.2128	584	0.6148	0.5566	0.6148	0.7841
0.3721	6.2340	586	0.6161	0.5566	0.6161	0.7849
0.3721	6.2553	588	0.6201	0.5486	0.6201	0.7875
0.3721	6.2766	590	0.6415	0.5127	0.6415	0.8010
0.3721	6.2979	592	0.6628	0.5015	0.6628	0.8141
0.3721	6.3191	594	0.6538	0.4883	0.6538	0.8086
0.3721	6.3404	596	0.6390	0.5294	0.6390	0.7994
0.3721	6.3617	598	0.6344	0.5294	0.6344	0.7965
0.3721	6.3830	600	0.6213	0.5533	0.6213	0.7882
0.3721	6.4043	602	0.6154	0.5145	0.6154	0.7845
0.3721	6.4255	604	0.6180	0.4875	0.6180	0.7861
0.3721	6.4468	606	0.6167	0.4863	0.6167	0.7853
0.3721	6.4681	608	0.6266	0.4912	0.6266	0.7916
0.3721	6.4894	610	0.6380	0.4912	0.6380	0.7988
0.3721	6.5106	612	0.6650	0.4933	0.6650	0.8155
0.3721	6.5319	614	0.6641	0.4872	0.6641	0.8150
0.3721	6.5532	616	0.6552	0.5051	0.6552	0.8094
0.3721	6.5745	618	0.6415	0.5089	0.6415	0.8009
0.3721	6.5957	620	0.6418	0.4949	0.6418	0.8011
0.3721	6.6170	622	0.6447	0.5129	0.6447	0.8029
0.3721	6.6383	624	0.6589	0.4968	0.6589	0.8117
0.3721	6.6596	626	0.6816	0.4761	0.6816	0.8256
0.3721	6.6809	628	0.7018	0.5037	0.7018	0.8378
0.3721	6.7021	630	0.7190	0.4875	0.7190	0.8479
0.3721	6.7234	632	0.6967	0.4893	0.6967	0.8347
0.3721	6.7447	634	0.6578	0.5240	0.6578	0.8111
0.3721	6.7660	636	0.6303	0.5112	0.6303	0.7939
0.3721	6.7872	638	0.6227	0.4982	0.6227	0.7891
0.3721	6.8085	640	0.6344	0.5156	0.6344	0.7965
0.3721	6.8298	642	0.6670	0.4994	0.6670	0.8167
0.3721	6.8511	644	0.6910	0.4994	0.6910	0.8312
0.3721	6.8723	646	0.6842	0.4994	0.6842	0.8271
0.3721	6.8936	648	0.6734	0.5073	0.6734	0.8206
0.3721	6.9149	650	0.6497	0.5145	0.6497	0.8060
0.3721	6.9362	652	0.6387	0.5240	0.6387	0.7992
0.3721	6.9574	654	0.6289	0.5112	0.6289	0.7930
0.3721	6.9787	656	0.6199	0.5112	0.6199	0.7874
0.3721	7.0	658	0.6183	0.5070	0.6183	0.7863
0.3721	7.0213	660	0.6116	0.5070	0.6116	0.7820
0.3721	7.0426	662	0.5942	0.4971	0.5942	0.7708
0.3721	7.0638	664	0.5873	0.54	0.5873	0.7664
0.3721	7.0851	666	0.5936	0.5403	0.5936	0.7704
0.3721	7.1064	668	0.6027	0.5244	0.6027	0.7764
0.3721	7.1277	670	0.6177	0.5596	0.6177	0.7859
0.3721	7.1489	672	0.6299	0.5425	0.6299	0.7936
0.3721	7.1702	674	0.6350	0.5596	0.6350	0.7969
0.3721	7.1915	676	0.6336	0.5394	0.6336	0.7960
0.3721	7.2128	678	0.6335	0.5272	0.6335	0.7959
0.3721	7.2340	680	0.6341	0.5408	0.6341	0.7963
0.3721	7.2553	682	0.6379	0.5220	0.6379	0.7987
0.3721	7.2766	684	0.6506	0.4973	0.6506	0.8066
0.3721	7.2979	686	0.6652	0.4409	0.6652	0.8156
0.3721	7.3191	688	0.6551	0.4867	0.6551	0.8094
0.3721	7.3404	690	0.6331	0.5141	0.6331	0.7957
0.3721	7.3617	692	0.6190	0.5028	0.6190	0.7867
0.3721	7.3830	694	0.6130	0.5408	0.6130	0.7829
0.3721	7.4043	696	0.6113	0.5566	0.6113	0.7819
0.3721	7.4255	698	0.6194	0.5181	0.6194	0.7870
0.3721	7.4468	700	0.6417	0.4871	0.6417	0.8011
0.3721	7.4681	702	0.6515	0.4837	0.6515	0.8072
0.3721	7.4894	704	0.6377	0.4701	0.6377	0.7985
0.3721	7.5106	706	0.6084	0.5065	0.6084	0.7800
0.3721	7.5319	708	0.5854	0.5630	0.5854	0.7651
0.3721	7.5532	710	0.5802	0.5535	0.5802	0.7617
0.3721	7.5745	712	0.5805	0.5535	0.5805	0.7619
0.3721	7.5957	714	0.5776	0.5519	0.5776	0.7600
0.3721	7.6170	716	0.5788	0.5566	0.5788	0.7608
0.3721	7.6383	718	0.5960	0.5450	0.5960	0.7720
0.3721	7.6596	720	0.6427	0.4893	0.6427	0.8017
0.3721	7.6809	722	0.6939	0.5027	0.6939	0.8330
0.3721	7.7021	724	0.7103	0.5035	0.7103	0.8428
0.3721	7.7234	726	0.6939	0.4843	0.6939	0.8330
0.3721	7.7447	728	0.6610	0.4962	0.6610	0.8130
0.3721	7.7660	730	0.6407	0.5348	0.6407	0.8004
0.3721	7.7872	732	0.6386	0.5637	0.6386	0.7991
0.3721	7.8085	734	0.6403	0.5593	0.6403	0.8002
0.3721	7.8298	736	0.6311	0.5609	0.6311	0.7944
0.3721	7.8511	738	0.6202	0.5364	0.6202	0.7875
0.3721	7.8723	740	0.6187	0.5277	0.6187	0.7866
0.3721	7.8936	742	0.6193	0.5610	0.6193	0.7870
0.3721	7.9149	744	0.6231	0.5531	0.6231	0.7894
0.3721	7.9362	746	0.6173	0.5610	0.6173	0.7857
0.3721	7.9574	748	0.6111	0.5299	0.6111	0.7818
0.3721	7.9787	750	0.6065	0.5533	0.6065	0.7788
0.3721	8.0	752	0.6056	0.5378	0.6056	0.7782
0.3721	8.0213	754	0.6120	0.5378	0.6120	0.7823
0.3721	8.0426	756	0.6240	0.5486	0.6240	0.7899
0.3721	8.0638	758	0.6371	0.5516	0.6371	0.7982
0.3721	8.0851	760	0.6483	0.5200	0.6483	0.8052
0.3721	8.1064	762	0.6501	0.5200	0.6501	0.8063
0.3721	8.1277	764	0.6438	0.5200	0.6438	0.8024
0.3721	8.1489	766	0.6305	0.5381	0.6305	0.7941
0.3721	8.1702	768	0.6248	0.5394	0.6248	0.7905
0.3721	8.1915	770	0.6204	0.5394	0.6204	0.7877
0.3721	8.2128	772	0.6166	0.5394	0.6166	0.7852
0.3721	8.2340	774	0.6138	0.5394	0.6138	0.7834
0.3721	8.2553	776	0.6163	0.5391	0.6163	0.7851
0.3721	8.2766	778	0.6182	0.5391	0.6182	0.7863
0.3721	8.2979	780	0.6266	0.5364	0.6266	0.7916
0.3721	8.3191	782	0.6327	0.5364	0.6327	0.7954
0.3721	8.3404	784	0.6365	0.5364	0.6365	0.7978
0.3721	8.3617	786	0.6455	0.5364	0.6455	0.8034
0.3721	8.3830	788	0.6583	0.5473	0.6583	0.8114
0.3721	8.4043	790	0.6611	0.5473	0.6611	0.8131
0.3721	8.4255	792	0.6649	0.5364	0.6649	0.8154
0.3721	8.4468	794	0.6735	0.5313	0.6735	0.8207
0.3721	8.4681	796	0.6801	0.5150	0.6801	0.8247
0.3721	8.4894	798	0.6753	0.4983	0.6753	0.8217
0.3721	8.5106	800	0.6629	0.5378	0.6629	0.8142
0.3721	8.5319	802	0.6520	0.5391	0.6520	0.8075
0.3721	8.5532	804	0.6451	0.5391	0.6451	0.8032
0.3721	8.5745	806	0.6436	0.5391	0.6436	0.8022
0.3721	8.5957	808	0.6400	0.5391	0.6400	0.8000
0.3721	8.6170	810	0.6340	0.5391	0.6340	0.7963
0.3721	8.6383	812	0.6292	0.5391	0.6292	0.7932
0.3721	8.6596	814	0.6272	0.5391	0.6272	0.7920
0.3721	8.6809	816	0.6317	0.5391	0.6317	0.7948
0.3721	8.7021	818	0.6375	0.5285	0.6375	0.7984
0.3721	8.7234	820	0.6433	0.5153	0.6433	0.8021
0.3721	8.7447	822	0.6435	0.5153	0.6435	0.8022
0.3721	8.7660	824	0.6407	0.5153	0.6407	0.8004
0.3721	8.7872	826	0.6371	0.5236	0.6371	0.7982
0.3721	8.8085	828	0.6303	0.5332	0.6303	0.7939
0.3721	8.8298	830	0.6190	0.5364	0.6190	0.7868
0.3721	8.8511	832	0.6057	0.5262	0.6057	0.7783
0.3721	8.8723	834	0.6008	0.5262	0.6008	0.7751
0.3721	8.8936	836	0.5955	0.5371	0.5955	0.7717
0.3721	8.9149	838	0.5924	0.5371	0.5924	0.7696
0.3721	8.9362	840	0.5909	0.5519	0.5909	0.7687
0.3721	8.9574	842	0.5939	0.5519	0.5939	0.7706
0.3721	8.9787	844	0.5973	0.5519	0.5973	0.7728
0.3721	9.0	846	0.6010	0.5519	0.6010	0.7753
0.3721	9.0213	848	0.6058	0.5519	0.6058	0.7783
0.3721	9.0426	850	0.6093	0.5598	0.6093	0.7806
0.3721	9.0638	852	0.6130	0.5736	0.6130	0.7829
0.3721	9.0851	854	0.6147	0.5736	0.6147	0.7840
0.3721	9.1064	856	0.6147	0.5736	0.6147	0.7840
0.3721	9.1277	858	0.6144	0.5598	0.6144	0.7839
0.3721	9.1489	860	0.6141	0.5741	0.6141	0.7837
0.3721	9.1702	862	0.6139	0.5582	0.6139	0.7835
0.3721	9.1915	864	0.6131	0.5363	0.6131	0.7830
0.3721	9.2128	866	0.6123	0.5363	0.6123	0.7825
0.3721	9.2340	868	0.6116	0.5487	0.6116	0.7821
0.3721	9.2553	870	0.6093	0.5487	0.6093	0.7806
0.3721	9.2766	872	0.6074	0.5487	0.6074	0.7794
0.3721	9.2979	874	0.6078	0.5612	0.6078	0.7796
0.3721	9.3191	876	0.6064	0.5612	0.6064	0.7787
0.3721	9.3404	878	0.6047	0.5612	0.6047	0.7776
0.3721	9.3617	880	0.6025	0.5471	0.6025	0.7762
0.3721	9.3830	882	0.6013	0.5612	0.6013	0.7755
0.3721	9.4043	884	0.6001	0.5487	0.6001	0.7747
0.3721	9.4255	886	0.6007	0.5487	0.6007	0.7751
0.3721	9.4468	888	0.6031	0.5612	0.6031	0.7766
0.3721	9.4681	890	0.6065	0.5612	0.6065	0.7788
0.3721	9.4894	892	0.6091	0.5612	0.6091	0.7805
0.3721	9.5106	894	0.6118	0.5456	0.6118	0.7822
0.3721	9.5319	896	0.6134	0.5456	0.6134	0.7832
0.3721	9.5532	898	0.6134	0.5456	0.6134	0.7832
0.3721	9.5745	900	0.6138	0.5456	0.6138	0.7835
0.3721	9.5957	902	0.6127	0.5456	0.6127	0.7828
0.3721	9.6170	904	0.6117	0.5456	0.6117	0.7821
0.3721	9.6383	906	0.6125	0.5456	0.6125	0.7826
0.3721	9.6596	908	0.6139	0.5378	0.6139	0.7835
0.3721	9.6809	910	0.6145	0.5378	0.6145	0.7839
0.3721	9.7021	912	0.6151	0.5378	0.6151	0.7843
0.3721	9.7234	914	0.6158	0.5378	0.6158	0.7847
0.3721	9.7447	916	0.6167	0.5378	0.6167	0.7853
0.3721	9.7660	918	0.6175	0.5378	0.6175	0.7858
0.3721	9.7872	920	0.6182	0.5378	0.6182	0.7863
0.3721	9.8085	922	0.6188	0.5378	0.6188	0.7867
0.3721	9.8298	924	0.6189	0.5378	0.6189	0.7867
0.3721	9.8511	926	0.6189	0.5378	0.6189	0.7867
0.3721	9.8723	928	0.6190	0.5378	0.6190	0.7868
0.3721	9.8936	930	0.6191	0.5378	0.6191	0.7868
0.3721	9.9149	932	0.6188	0.5378	0.6188	0.7866
0.3721	9.9362	934	0.6185	0.5378	0.6185	0.7864
0.3721	9.9574	936	0.6183	0.5378	0.6183	0.7863
0.3721	9.9787	938	0.6183	0.5378	0.6183	0.7863
0.3721	10.0	940	0.6183	0.5378	0.6183	0.7863

Framework versions

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