ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k17_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: 0.7095
• Qwk: 0.5444
• Mse: 0.7095
• Rmse: 0.8423

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	4.0780	-0.0239	4.0780	2.0194
No log	0.0476	4	2.3235	0.0382	2.3235	1.5243
No log	0.0714	6	1.2272	0.0602	1.2272	1.1078
No log	0.0952	8	1.1077	-0.0632	1.1077	1.0525
No log	0.1190	10	0.8021	0.0822	0.8021	0.8956
No log	0.1429	12	0.7651	0.1366	0.7651	0.8747
No log	0.1667	14	0.7700	0.0585	0.7700	0.8775
No log	0.1905	16	0.9033	-0.0664	0.9033	0.9504
No log	0.2143	18	1.1782	-0.0303	1.1782	1.0855
No log	0.2381	20	1.2597	0.0395	1.2597	1.1224
No log	0.2619	22	1.0661	0.0536	1.0661	1.0325
No log	0.2857	24	0.9536	0.0379	0.9536	0.9765
No log	0.3095	26	0.7782	0.1415	0.7782	0.8822
No log	0.3333	28	0.7212	0.3000	0.7212	0.8492
No log	0.3571	30	0.6983	0.3379	0.6983	0.8357
No log	0.3810	32	0.7450	0.2907	0.7450	0.8631
No log	0.4048	34	1.0418	0.2079	1.0418	1.0207
No log	0.4286	36	1.4466	0.1330	1.4466	1.2028
No log	0.4524	38	1.1289	0.2052	1.1289	1.0625
No log	0.4762	40	0.7120	0.3902	0.7120	0.8438
No log	0.5	42	0.6892	0.3464	0.6892	0.8302
No log	0.5238	44	0.6543	0.3344	0.6543	0.8089
No log	0.5476	46	0.6490	0.3650	0.6490	0.8056
No log	0.5714	48	0.8300	0.2679	0.8300	0.9111
No log	0.5952	50	1.1190	0.1595	1.1190	1.0578
No log	0.6190	52	1.1124	0.1712	1.1124	1.0547
No log	0.6429	54	0.8776	0.1277	0.8776	0.9368
No log	0.6667	56	0.6429	0.4255	0.6429	0.8018
No log	0.6905	58	0.5973	0.3565	0.5973	0.7729
No log	0.7143	60	0.5850	0.4013	0.5850	0.7649
No log	0.7381	62	0.6441	0.3633	0.6441	0.8026
No log	0.7619	64	0.9374	0.2165	0.9374	0.9682
No log	0.7857	66	1.1902	0.1869	1.1902	1.0910
No log	0.8095	68	1.3076	0.2162	1.3076	1.1435
No log	0.8333	70	1.0957	0.2518	1.0957	1.0468
No log	0.8571	72	0.8139	0.3084	0.8139	0.9022
No log	0.8810	74	0.6829	0.3606	0.6829	0.8264
No log	0.9048	76	0.6242	0.4021	0.6242	0.7901
No log	0.9286	78	0.6217	0.4801	0.6217	0.7885
No log	0.9524	80	0.6937	0.4100	0.6937	0.8329
No log	0.9762	82	0.9836	0.3138	0.9836	0.9918
No log	1.0	84	1.3823	0.2355	1.3823	1.1757
No log	1.0238	86	1.4092	0.2288	1.4092	1.1871
No log	1.0476	88	1.0442	0.2883	1.0442	1.0219
No log	1.0714	90	0.7408	0.4115	0.7408	0.8607
No log	1.0952	92	0.5960	0.4185	0.5960	0.7720
No log	1.1190	94	0.5310	0.4595	0.5310	0.7287
No log	1.1429	96	0.5367	0.4309	0.5367	0.7326
No log	1.1667	98	0.6541	0.4822	0.6541	0.8088
No log	1.1905	100	1.0693	0.3871	1.0693	1.0341
No log	1.2143	102	1.3706	0.3122	1.3706	1.1707
No log	1.2381	104	1.1698	0.3032	1.1698	1.0816
No log	1.2619	106	0.8290	0.4243	0.8290	0.9105
No log	1.2857	108	0.6035	0.4545	0.6035	0.7769
No log	1.3095	110	0.5651	0.4393	0.5651	0.7517
No log	1.3333	112	0.5799	0.4393	0.5799	0.7615
No log	1.3571	114	0.6213	0.3611	0.6213	0.7882
No log	1.3810	116	0.6774	0.4308	0.6774	0.8231
No log	1.4048	118	0.6953	0.4369	0.6953	0.8339
No log	1.4286	120	0.7142	0.4177	0.7142	0.8451
No log	1.4524	122	0.7380	0.4364	0.7380	0.8590
No log	1.4762	124	0.8357	0.4906	0.8357	0.9142
No log	1.5	126	0.7904	0.4662	0.7904	0.8890
No log	1.5238	128	0.7455	0.4534	0.7455	0.8634
No log	1.5476	130	0.7561	0.4608	0.7561	0.8695
No log	1.5714	132	0.7124	0.4357	0.7124	0.8440
No log	1.5952	134	0.7775	0.4309	0.7775	0.8817
No log	1.6190	136	0.8210	0.4040	0.8210	0.9061
No log	1.6429	138	0.7236	0.4377	0.7236	0.8506
No log	1.6667	140	0.6649	0.4317	0.6649	0.8154
No log	1.6905	142	0.6620	0.4426	0.6620	0.8136
No log	1.7143	144	0.6421	0.3829	0.6421	0.8013
No log	1.7381	146	0.7046	0.4359	0.7046	0.8394
No log	1.7619	148	0.6704	0.3964	0.6704	0.8188
No log	1.7857	150	0.6268	0.4351	0.6268	0.7917
No log	1.8095	152	0.6660	0.5032	0.6660	0.8161
No log	1.8333	154	0.6621	0.4968	0.6621	0.8137
No log	1.8571	156	0.6538	0.5141	0.6538	0.8086
No log	1.8810	158	0.7008	0.4639	0.7008	0.8371
No log	1.9048	160	0.7831	0.4514	0.7831	0.8850
No log	1.9286	162	0.7875	0.5144	0.7875	0.8874
No log	1.9524	164	0.7891	0.4866	0.7891	0.8883
No log	1.9762	166	0.7973	0.5261	0.7973	0.8929
No log	2.0	168	0.7960	0.5106	0.7960	0.8922
No log	2.0238	170	0.7877	0.4857	0.7877	0.8875
No log	2.0476	172	0.8019	0.4889	0.8019	0.8955
No log	2.0714	174	0.8463	0.5003	0.8463	0.9199
No log	2.0952	176	0.7888	0.4561	0.7888	0.8881
No log	2.1190	178	0.7911	0.4761	0.7911	0.8894
No log	2.1429	180	0.8027	0.4712	0.8027	0.8959
No log	2.1667	182	0.8062	0.4699	0.8062	0.8979
No log	2.1905	184	0.7993	0.4630	0.7993	0.8940
No log	2.2143	186	0.7569	0.4296	0.7569	0.8700
No log	2.2381	188	0.7641	0.4243	0.7641	0.8741
No log	2.2619	190	0.7804	0.3822	0.7804	0.8834
No log	2.2857	192	0.7847	0.4097	0.7847	0.8859
No log	2.3095	194	0.7960	0.4433	0.7960	0.8922
No log	2.3333	196	0.8039	0.4782	0.8039	0.8966
No log	2.3571	198	0.7964	0.4094	0.7964	0.8924
No log	2.3810	200	0.7947	0.4514	0.7947	0.8915
No log	2.4048	202	0.8630	0.4293	0.8630	0.9290
No log	2.4286	204	0.7831	0.4290	0.7831	0.8850
No log	2.4524	206	0.6977	0.4592	0.6977	0.8353
No log	2.4762	208	0.7278	0.4980	0.7278	0.8531
No log	2.5	210	0.7132	0.4530	0.7132	0.8445
No log	2.5238	212	0.6873	0.4702	0.6873	0.8290
No log	2.5476	214	0.6784	0.4593	0.6784	0.8237
No log	2.5714	216	0.6704	0.4450	0.6704	0.8188
No log	2.5952	218	0.6662	0.4431	0.6662	0.8162
No log	2.6190	220	0.6706	0.4524	0.6706	0.8189
No log	2.6429	222	0.7907	0.4997	0.7907	0.8892
No log	2.6667	224	0.9402	0.4259	0.9402	0.9696
No log	2.6905	226	1.0336	0.3455	1.0336	1.0166
No log	2.7143	228	0.8959	0.4045	0.8959	0.9465
No log	2.7381	230	0.6737	0.4994	0.6737	0.8208
No log	2.7619	232	0.6007	0.4634	0.6007	0.7751
No log	2.7857	234	0.6338	0.4377	0.6338	0.7961
No log	2.8095	236	0.6055	0.4114	0.6055	0.7781
No log	2.8333	238	0.5684	0.4843	0.5684	0.7539
No log	2.8571	240	0.6029	0.4859	0.6029	0.7765
No log	2.8810	242	0.6921	0.4955	0.6921	0.8319
No log	2.9048	244	0.6937	0.4884	0.6937	0.8329
No log	2.9286	246	0.6519	0.4840	0.6519	0.8074
No log	2.9524	248	0.6968	0.4303	0.6968	0.8347
No log	2.9762	250	0.7380	0.4342	0.7380	0.8591
No log	3.0	252	0.7412	0.4880	0.7412	0.8609
No log	3.0238	254	0.7235	0.5230	0.7235	0.8506
No log	3.0476	256	0.7407	0.4977	0.7407	0.8606
No log	3.0714	258	0.7214	0.5	0.7214	0.8494
No log	3.0952	260	0.6645	0.5086	0.6645	0.8151
No log	3.1190	262	0.6170	0.5098	0.6170	0.7855
No log	3.1429	264	0.6152	0.5003	0.6152	0.7843
No log	3.1667	266	0.6391	0.5376	0.6391	0.7994
No log	3.1905	268	0.6732	0.5013	0.6732	0.8205
No log	3.2143	270	0.6446	0.5305	0.6446	0.8029
No log	3.2381	272	0.6247	0.4725	0.6247	0.7904
No log	3.2619	274	0.6298	0.4520	0.6298	0.7936
No log	3.2857	276	0.6552	0.4886	0.6552	0.8094
No log	3.3095	278	0.6758	0.4982	0.6758	0.8220
No log	3.3333	280	0.7377	0.4706	0.7377	0.8589
No log	3.3571	282	0.7506	0.4687	0.7506	0.8664
No log	3.3810	284	0.7200	0.5109	0.7200	0.8485
No log	3.4048	286	0.7201	0.4895	0.7201	0.8486
No log	3.4286	288	0.7425	0.4478	0.7425	0.8617
No log	3.4524	290	0.7538	0.4634	0.7538	0.8682
No log	3.4762	292	0.7372	0.4687	0.7372	0.8586
No log	3.5	294	0.7249	0.5062	0.7249	0.8514
No log	3.5238	296	0.7055	0.5021	0.7055	0.8399
No log	3.5476	298	0.6922	0.5012	0.6922	0.8320
No log	3.5714	300	0.6884	0.4905	0.6884	0.8297
No log	3.5952	302	0.6905	0.5009	0.6905	0.8310
No log	3.6190	304	0.7103	0.4702	0.7103	0.8428
No log	3.6429	306	0.7538	0.4612	0.7538	0.8682
No log	3.6667	308	0.7844	0.4740	0.7844	0.8857
No log	3.6905	310	0.8038	0.4921	0.8038	0.8965
No log	3.7143	312	0.7996	0.5057	0.7996	0.8942
No log	3.7381	314	0.7915	0.5237	0.7915	0.8897
No log	3.7619	316	0.7423	0.4833	0.7423	0.8616
No log	3.7857	318	0.7395	0.5019	0.7395	0.8600
No log	3.8095	320	0.7655	0.4976	0.7655	0.8749
No log	3.8333	322	0.7893	0.4593	0.7893	0.8884
No log	3.8571	324	0.7303	0.4833	0.7303	0.8546
No log	3.8810	326	0.6942	0.5374	0.6942	0.8332
No log	3.9048	328	0.7388	0.5365	0.7388	0.8595
No log	3.9286	330	0.7473	0.5257	0.7473	0.8645
No log	3.9524	332	0.7405	0.4697	0.7405	0.8605
No log	3.9762	334	0.7589	0.4862	0.7589	0.8711
No log	4.0	336	0.7624	0.5129	0.7624	0.8731
No log	4.0238	338	0.7697	0.5393	0.7697	0.8773
No log	4.0476	340	0.7526	0.5142	0.7526	0.8675
No log	4.0714	342	0.7497	0.5353	0.7497	0.8658
No log	4.0952	344	0.7862	0.5414	0.7862	0.8867
No log	4.1190	346	0.7615	0.5331	0.7615	0.8727
No log	4.1429	348	0.7097	0.5615	0.7097	0.8424
No log	4.1667	350	0.6842	0.5364	0.6842	0.8272
No log	4.1905	352	0.7038	0.5174	0.7038	0.8389
No log	4.2143	354	0.7275	0.5543	0.7275	0.8529
No log	4.2381	356	0.6966	0.4974	0.6966	0.8346
No log	4.2619	358	0.6800	0.5164	0.6800	0.8246
No log	4.2857	360	0.6859	0.5153	0.6859	0.8282
No log	4.3095	362	0.6917	0.5152	0.6917	0.8317
No log	4.3333	364	0.6825	0.5145	0.6825	0.8261
No log	4.3571	366	0.6958	0.4984	0.6958	0.8341
No log	4.3810	368	0.7021	0.5180	0.7021	0.8379
No log	4.4048	370	0.7024	0.5309	0.7024	0.8381
No log	4.4286	372	0.6842	0.5061	0.6842	0.8272
No log	4.4524	374	0.6713	0.4719	0.6713	0.8194
No log	4.4762	376	0.6677	0.4794	0.6677	0.8171
No log	4.5	378	0.6645	0.4580	0.6645	0.8152
No log	4.5238	380	0.6919	0.5472	0.6919	0.8318
No log	4.5476	382	0.7422	0.5324	0.7422	0.8615
No log	4.5714	384	0.7610	0.5331	0.7610	0.8723
No log	4.5952	386	0.7592	0.5561	0.7592	0.8713
No log	4.6190	388	0.7644	0.4950	0.7644	0.8743
No log	4.6429	390	0.7610	0.4950	0.7610	0.8724
No log	4.6667	392	0.7597	0.5643	0.7597	0.8716
No log	4.6905	394	0.7906	0.5016	0.7906	0.8892
No log	4.7143	396	0.7974	0.4967	0.7974	0.8930
No log	4.7381	398	0.7301	0.5291	0.7301	0.8545
No log	4.7619	400	0.6669	0.5497	0.6669	0.8167
No log	4.7857	402	0.6227	0.5076	0.6227	0.7891
No log	4.8095	404	0.6181	0.5010	0.6181	0.7862
No log	4.8333	406	0.6427	0.5254	0.6427	0.8017
No log	4.8571	408	0.6852	0.5081	0.6852	0.8278
No log	4.8810	410	0.7274	0.5325	0.7274	0.8529
No log	4.9048	412	0.7165	0.5325	0.7165	0.8464
No log	4.9286	414	0.7008	0.5403	0.7008	0.8371
No log	4.9524	416	0.6438	0.5545	0.6438	0.8024
No log	4.9762	418	0.6158	0.5381	0.6158	0.7847
No log	5.0	420	0.6253	0.5502	0.6253	0.7907
No log	5.0238	422	0.6624	0.5326	0.6624	0.8139
No log	5.0476	424	0.7357	0.5557	0.7357	0.8577
No log	5.0714	426	0.8439	0.5154	0.8439	0.9186
No log	5.0952	428	0.8824	0.4885	0.8824	0.9394
No log	5.1190	430	0.8242	0.5191	0.8242	0.9078
No log	5.1429	432	0.7505	0.5587	0.7505	0.8663
No log	5.1667	434	0.7452	0.5489	0.7452	0.8633
No log	5.1905	436	0.7344	0.5362	0.7344	0.8570
No log	5.2143	438	0.7324	0.5544	0.7324	0.8558
No log	5.2381	440	0.7239	0.5411	0.7239	0.8508
No log	5.2619	442	0.6767	0.5427	0.6767	0.8226
No log	5.2857	444	0.6516	0.5501	0.6516	0.8072
No log	5.3095	446	0.6428	0.5653	0.6428	0.8018
No log	5.3333	448	0.6569	0.5705	0.6569	0.8105
No log	5.3571	450	0.6990	0.5455	0.6990	0.8361
No log	5.3810	452	0.7159	0.5455	0.7159	0.8461
No log	5.4048	454	0.6866	0.5601	0.6866	0.8286
No log	5.4286	456	0.6573	0.5691	0.6573	0.8107
No log	5.4524	458	0.6461	0.5439	0.6461	0.8038
No log	5.4762	460	0.6417	0.5597	0.6417	0.8011
No log	5.5	462	0.6457	0.5579	0.6457	0.8036
No log	5.5238	464	0.6598	0.5872	0.6598	0.8123
No log	5.5476	466	0.6965	0.5560	0.6965	0.8345
No log	5.5714	468	0.7432	0.5659	0.7432	0.8621
No log	5.5952	470	0.7528	0.5713	0.7528	0.8676
No log	5.6190	472	0.7467	0.5615	0.7467	0.8641
No log	5.6429	474	0.7456	0.5679	0.7456	0.8635
No log	5.6667	476	0.7732	0.5482	0.7732	0.8793
No log	5.6905	478	0.7778	0.5362	0.7778	0.8819
No log	5.7143	480	0.7889	0.5344	0.7889	0.8882
No log	5.7381	482	0.7871	0.5330	0.7871	0.8872
No log	5.7619	484	0.8057	0.5383	0.8057	0.8976
No log	5.7857	486	0.7867	0.5285	0.7867	0.8870
No log	5.8095	488	0.7733	0.5433	0.7733	0.8794
No log	5.8333	490	0.7939	0.5436	0.7939	0.8910
No log	5.8571	492	0.7788	0.5350	0.7788	0.8825
No log	5.8810	494	0.7419	0.5642	0.7419	0.8613
No log	5.9048	496	0.7088	0.5656	0.7088	0.8419
No log	5.9286	498	0.6781	0.5713	0.6781	0.8234
0.4489	5.9524	500	0.6569	0.5664	0.6569	0.8105
0.4489	5.9762	502	0.6625	0.5777	0.6625	0.8139
0.4489	6.0	504	0.6655	0.5835	0.6655	0.8158
0.4489	6.0238	506	0.6894	0.5643	0.6894	0.8303
0.4489	6.0476	508	0.7091	0.5627	0.7091	0.8421
0.4489	6.0714	510	0.7007	0.5627	0.7007	0.8371
0.4489	6.0952	512	0.6822	0.5615	0.6822	0.8259
0.4489	6.1190	514	0.6777	0.5519	0.6777	0.8232
0.4489	6.1429	516	0.6843	0.5491	0.6844	0.8273
0.4489	6.1667	518	0.7151	0.5586	0.7151	0.8456
0.4489	6.1905	520	0.7413	0.5386	0.7413	0.8610
0.4489	6.2143	522	0.7579	0.5493	0.7579	0.8706
0.4489	6.2381	524	0.7554	0.5386	0.7554	0.8691
0.4489	6.2619	526	0.7614	0.5386	0.7614	0.8726
0.4489	6.2857	528	0.7841	0.5490	0.7841	0.8855
0.4489	6.3095	530	0.8101	0.5530	0.8101	0.9000
0.4489	6.3333	532	0.7924	0.5545	0.7924	0.8901
0.4489	6.3571	534	0.7663	0.5519	0.7663	0.8754
0.4489	6.3810	536	0.7577	0.5519	0.7577	0.8704
0.4489	6.4048	538	0.7450	0.5629	0.7450	0.8631
0.4489	6.4286	540	0.7464	0.5601	0.7464	0.8640
0.4489	6.4524	542	0.7463	0.5531	0.7463	0.8639
0.4489	6.4762	544	0.7805	0.5422	0.7805	0.8835
0.4489	6.5	546	0.7911	0.5475	0.7911	0.8894
0.4489	6.5238	548	0.8400	0.5066	0.8400	0.9165
0.4489	6.5476	550	0.8504	0.5066	0.8504	0.9222
0.4489	6.5714	552	0.8049	0.5351	0.8049	0.8972
0.4489	6.5952	554	0.7369	0.5612	0.7369	0.8585
0.4489	6.6190	556	0.6779	0.5604	0.6779	0.8233
0.4489	6.6429	558	0.6572	0.5862	0.6572	0.8107
0.4489	6.6667	560	0.6652	0.5858	0.6652	0.8156
0.4489	6.6905	562	0.6863	0.5505	0.6863	0.8284
0.4489	6.7143	564	0.7287	0.5601	0.7287	0.8536
0.4489	6.7381	566	0.7963	0.5515	0.7963	0.8924
0.4489	6.7619	568	0.8969	0.4575	0.8969	0.9470
0.4489	6.7857	570	0.9289	0.4575	0.9289	0.9638
0.4489	6.8095	572	0.8996	0.4575	0.8996	0.9484
0.4489	6.8333	574	0.8380	0.5191	0.8380	0.9154
0.4489	6.8571	576	0.7854	0.5218	0.7854	0.8862
0.4489	6.8810	578	0.7640	0.5428	0.7640	0.8741
0.4489	6.9048	580	0.7616	0.5428	0.7616	0.8727
0.4489	6.9286	582	0.7701	0.5478	0.7701	0.8775
0.4489	6.9524	584	0.7820	0.5572	0.7820	0.8843
0.4489	6.9762	586	0.7869	0.5627	0.7869	0.8871
0.4489	7.0	588	0.7566	0.5530	0.7566	0.8698
0.4489	7.0238	590	0.7067	0.5501	0.7067	0.8407
0.4489	7.0476	592	0.6701	0.5441	0.6701	0.8186
0.4489	7.0714	594	0.6415	0.5485	0.6415	0.8009
0.4489	7.0952	596	0.6327	0.5643	0.6327	0.7954
0.4489	7.1190	598	0.6336	0.5499	0.6336	0.7960
0.4489	7.1429	600	0.6362	0.5499	0.6362	0.7976
0.4489	7.1667	602	0.6582	0.5288	0.6582	0.8113
0.4489	7.1905	604	0.6954	0.5413	0.6954	0.8339
0.4489	7.2143	606	0.7208	0.54	0.7208	0.8490
0.4489	7.2381	608	0.7432	0.5248	0.7432	0.8621
0.4489	7.2619	610	0.7404	0.5248	0.7404	0.8604
0.4489	7.2857	612	0.7353	0.5248	0.7353	0.8575
0.4489	7.3095	614	0.7070	0.5413	0.7070	0.8408
0.4489	7.3333	616	0.6877	0.5368	0.6877	0.8293
0.4489	7.3571	618	0.6775	0.5223	0.6775	0.8231
0.4489	7.3810	620	0.6733	0.5223	0.6733	0.8205
0.4489	7.4048	622	0.6725	0.5271	0.6725	0.8201
0.4489	7.4286	624	0.6680	0.5344	0.6680	0.8173
0.4489	7.4524	626	0.6769	0.5365	0.6769	0.8227
0.4489	7.4762	628	0.6921	0.5457	0.6921	0.8319
0.4489	7.5	630	0.6933	0.5457	0.6933	0.8326
0.4489	7.5238	632	0.6937	0.5544	0.6937	0.8329
0.4489	7.5476	634	0.7131	0.5530	0.7131	0.8445
0.4489	7.5714	636	0.7344	0.5375	0.7344	0.8570
0.4489	7.5952	638	0.7444	0.5362	0.7444	0.8628
0.4489	7.6190	640	0.7613	0.5362	0.7613	0.8725
0.4489	7.6429	642	0.7815	0.5489	0.7815	0.8840
0.4489	7.6667	644	0.7703	0.5611	0.7703	0.8776
0.4489	7.6905	646	0.7448	0.5054	0.7448	0.8630
0.4489	7.7143	648	0.7385	0.4987	0.7385	0.8594
0.4489	7.7381	650	0.7403	0.4987	0.7403	0.8604
0.4489	7.7619	652	0.7421	0.5070	0.7421	0.8614
0.4489	7.7857	654	0.7431	0.5546	0.7431	0.8620
0.4489	7.8095	656	0.7530	0.5395	0.7530	0.8677
0.4489	7.8333	658	0.7620	0.5449	0.7620	0.8729
0.4489	7.8571	660	0.7569	0.5187	0.7569	0.8700
0.4489	7.8810	662	0.7385	0.5390	0.7385	0.8594
0.4489	7.9048	664	0.7179	0.5474	0.7179	0.8473
0.4489	7.9286	666	0.7089	0.5488	0.7089	0.8420
0.4489	7.9524	668	0.6990	0.5546	0.6990	0.8360
0.4489	7.9762	670	0.6925	0.5504	0.6925	0.8321
0.4489	8.0	672	0.6860	0.5518	0.6860	0.8282
0.4489	8.0238	674	0.6891	0.5504	0.6891	0.8301
0.4489	8.0476	676	0.6946	0.5504	0.6946	0.8334
0.4489	8.0714	678	0.7088	0.5490	0.7088	0.8419
0.4489	8.0952	680	0.7271	0.5462	0.7271	0.8527
0.4489	8.1190	682	0.7361	0.5449	0.7361	0.8579
0.4489	8.1429	684	0.7374	0.5449	0.7374	0.8587
0.4489	8.1667	686	0.7338	0.5341	0.7338	0.8566
0.4489	8.1905	688	0.7244	0.5414	0.7244	0.8511
0.4489	8.2143	690	0.7206	0.5414	0.7206	0.8489
0.4489	8.2381	692	0.7142	0.5491	0.7142	0.8451
0.4489	8.2619	694	0.7123	0.5491	0.7123	0.8440
0.4489	8.2857	696	0.6989	0.5505	0.6989	0.8360
0.4489	8.3095	698	0.6902	0.5505	0.6902	0.8308
0.4489	8.3333	700	0.6853	0.5519	0.6853	0.8278
0.4489	8.3571	702	0.6946	0.5444	0.6946	0.8334
0.4489	8.3810	704	0.7052	0.5418	0.7052	0.8398
0.4489	8.4048	706	0.7194	0.5315	0.7194	0.8482
0.4489	8.4286	708	0.7293	0.5315	0.7293	0.8540
0.4489	8.4524	710	0.7548	0.5415	0.7548	0.8688
0.4489	8.4762	712	0.7584	0.5415	0.7584	0.8709
0.4489	8.5	714	0.7402	0.5372	0.7402	0.8604
0.4489	8.5238	716	0.7184	0.5259	0.7184	0.8476
0.4489	8.5476	718	0.6870	0.5458	0.6870	0.8288
0.4489	8.5714	720	0.6659	0.5459	0.6659	0.8160
0.4489	8.5952	722	0.6564	0.5537	0.6564	0.8102
0.4489	8.6190	724	0.6572	0.5610	0.6572	0.8107
0.4489	8.6429	726	0.6643	0.5421	0.6643	0.8150
0.4489	8.6667	728	0.6713	0.5537	0.6713	0.8194
0.4489	8.6905	730	0.6812	0.5379	0.6812	0.8253
0.4489	8.7143	732	0.6968	0.5276	0.6968	0.8347
0.4489	8.7381	734	0.7192	0.5504	0.7192	0.8481
0.4489	8.7619	736	0.7411	0.5341	0.7411	0.8609
0.4489	8.7857	738	0.7548	0.5390	0.7548	0.8688
0.4489	8.8095	740	0.7627	0.5315	0.7627	0.8733
0.4489	8.8333	742	0.7635	0.5243	0.7635	0.8738
0.4489	8.8571	744	0.7615	0.5243	0.7615	0.8727
0.4489	8.8810	746	0.7581	0.5315	0.7581	0.8707
0.4489	8.9048	748	0.7556	0.5315	0.7556	0.8693
0.4489	8.9286	750	0.7514	0.5203	0.7514	0.8668
0.4489	8.9524	752	0.7403	0.5279	0.7403	0.8604
0.4489	8.9762	754	0.7275	0.5302	0.7275	0.8529
0.4489	9.0	756	0.7154	0.5458	0.7154	0.8458
0.4489	9.0238	758	0.7097	0.54	0.7097	0.8424
0.4489	9.0476	760	0.7080	0.54	0.7080	0.8414
0.4489	9.0714	762	0.7114	0.54	0.7114	0.8434
0.4489	9.0952	764	0.7126	0.5458	0.7126	0.8441
0.4489	9.1190	766	0.7128	0.5444	0.7128	0.8443
0.4489	9.1429	768	0.7188	0.5302	0.7188	0.8478
0.4489	9.1667	770	0.7209	0.5157	0.7209	0.8490
0.4489	9.1905	772	0.7233	0.5157	0.7233	0.8505
0.4489	9.2143	774	0.7230	0.5157	0.7230	0.8503
0.4489	9.2381	776	0.7270	0.5147	0.7270	0.8526
0.4489	9.2619	778	0.7261	0.5147	0.7261	0.8521
0.4489	9.2857	780	0.7269	0.5147	0.7269	0.8526
0.4489	9.3095	782	0.7282	0.5147	0.7282	0.8534
0.4489	9.3333	784	0.7283	0.5291	0.7283	0.8534
0.4489	9.3571	786	0.7304	0.5279	0.7304	0.8547
0.4489	9.3810	788	0.7348	0.5279	0.7348	0.8572
0.4489	9.4048	790	0.7371	0.5147	0.7371	0.8585
0.4489	9.4286	792	0.7365	0.5147	0.7365	0.8582
0.4489	9.4524	794	0.7411	0.5147	0.7411	0.8609
0.4489	9.4762	796	0.7449	0.5147	0.7449	0.8631
0.4489	9.5	798	0.7486	0.5203	0.7486	0.8652
0.4489	9.5238	800	0.7512	0.5259	0.7512	0.8667
0.4489	9.5476	802	0.7510	0.5259	0.7510	0.8666
0.4489	9.5714	804	0.7461	0.5259	0.7461	0.8638
0.4489	9.5952	806	0.7383	0.5147	0.7383	0.8592
0.4489	9.6190	808	0.7321	0.5279	0.7321	0.8556
0.4489	9.6429	810	0.7287	0.5302	0.7287	0.8536
0.4489	9.6667	812	0.7235	0.5302	0.7235	0.8506
0.4489	9.6905	814	0.7176	0.5444	0.7176	0.8471
0.4489	9.7143	816	0.7119	0.5444	0.7119	0.8438
0.4489	9.7381	818	0.7092	0.5444	0.7092	0.8422
0.4489	9.7619	820	0.7082	0.5458	0.7082	0.8416
0.4489	9.7857	822	0.7075	0.5458	0.7075	0.8411
0.4489	9.8095	824	0.7083	0.5444	0.7083	0.8416
0.4489	9.8333	826	0.7083	0.5444	0.7083	0.8416
0.4489	9.8571	828	0.7074	0.5444	0.7074	0.8411
0.4489	9.8810	830	0.7075	0.5444	0.7075	0.8412
0.4489	9.9048	832	0.7078	0.5444	0.7078	0.8413
0.4489	9.9286	834	0.7083	0.5444	0.7083	0.8416
0.4489	9.9524	836	0.7091	0.5444	0.7091	0.8421
0.4489	9.9762	838	0.7095	0.5444	0.7095	0.8423
0.4489	10.0	840	0.7095	0.5444	0.7095	0.8423

Framework versions

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