ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task1_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: 1.0379
• Qwk: 0.5545
• Mse: 1.0379
• Rmse: 1.0188

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0270	2	5.1063	-0.0171	5.1063	2.2597
No log	0.0541	4	2.9327	0.1025	2.9327	1.7125
No log	0.0811	6	1.8766	0.0764	1.8766	1.3699
No log	0.1081	8	1.3605	0.2185	1.3605	1.1664
No log	0.1351	10	1.1727	0.3798	1.1727	1.0829
No log	0.1622	12	1.1114	0.3047	1.1114	1.0543
No log	0.1892	14	1.1217	0.1948	1.1217	1.0591
No log	0.2162	16	1.1468	0.1776	1.1468	1.0709
No log	0.2432	18	1.1537	0.1106	1.1537	1.0741
No log	0.2703	20	1.1095	0.2217	1.1095	1.0533
No log	0.2973	22	1.1324	0.2681	1.1324	1.0641
No log	0.3243	24	1.1048	0.2977	1.1048	1.0511
No log	0.3514	26	1.0735	0.3242	1.0735	1.0361
No log	0.3784	28	1.0839	0.3590	1.0839	1.0411
No log	0.4054	30	1.1038	0.3720	1.1038	1.0506
No log	0.4324	32	1.0904	0.3973	1.0904	1.0442
No log	0.4595	34	1.0084	0.4287	1.0084	1.0042
No log	0.4865	36	1.0069	0.3975	1.0069	1.0035
No log	0.5135	38	1.2766	0.2290	1.2766	1.1299
No log	0.5405	40	1.1306	0.3698	1.1306	1.0633
No log	0.5676	42	0.9109	0.4345	0.9109	0.9544
No log	0.5946	44	0.8840	0.3938	0.8840	0.9402
No log	0.6216	46	0.9399	0.4116	0.9399	0.9695
No log	0.6486	48	0.9728	0.4243	0.9728	0.9863
No log	0.6757	50	0.9921	0.4608	0.9921	0.9960
No log	0.7027	52	1.0566	0.3539	1.0566	1.0279
No log	0.7297	54	1.0485	0.3100	1.0485	1.0240
No log	0.7568	56	0.9445	0.4363	0.9445	0.9719
No log	0.7838	58	0.9026	0.4507	0.9026	0.9500
No log	0.8108	60	0.8892	0.4331	0.8892	0.9430
No log	0.8378	62	0.8883	0.4385	0.8883	0.9425
No log	0.8649	64	0.8824	0.4529	0.8824	0.9394
No log	0.8919	66	0.9428	0.4724	0.9428	0.9710
No log	0.9189	68	0.9266	0.4842	0.9266	0.9626
No log	0.9459	70	0.8437	0.4503	0.8437	0.9185
No log	0.9730	72	0.8517	0.4543	0.8517	0.9229
No log	1.0	74	0.8647	0.4836	0.8647	0.9299
No log	1.0270	76	0.8642	0.4885	0.8642	0.9296
No log	1.0541	78	0.8496	0.4936	0.8496	0.9217
No log	1.0811	80	0.8649	0.4857	0.8649	0.9300
No log	1.1081	82	1.0494	0.3620	1.0494	1.0244
No log	1.1351	84	1.0439	0.4450	1.0439	1.0217
No log	1.1622	86	0.8916	0.4979	0.8916	0.9442
No log	1.1892	88	0.7703	0.5422	0.7703	0.8777
No log	1.2162	90	0.8622	0.4510	0.8622	0.9285
No log	1.2432	92	1.0376	0.3174	1.0376	1.0186
No log	1.2703	94	1.1263	0.2699	1.1263	1.0613
No log	1.2973	96	1.1489	0.3240	1.1489	1.0719
No log	1.3243	98	1.0518	0.4104	1.0518	1.0256
No log	1.3514	100	0.8970	0.5521	0.8970	0.9471
No log	1.3784	102	0.8695	0.5648	0.8695	0.9325
No log	1.4054	104	0.8978	0.5684	0.8978	0.9475
No log	1.4324	106	0.8076	0.6036	0.8076	0.8987
No log	1.4595	108	0.8182	0.5262	0.8182	0.9046
No log	1.4865	110	0.9094	0.4830	0.9094	0.9536
No log	1.5135	112	0.9352	0.4924	0.9352	0.9671
No log	1.5405	114	0.9159	0.5175	0.9159	0.9570
No log	1.5676	116	0.8472	0.5231	0.8472	0.9204
No log	1.5946	118	0.8398	0.5275	0.8398	0.9164
No log	1.6216	120	0.8457	0.5412	0.8457	0.9196
No log	1.6486	122	0.8566	0.5467	0.8566	0.9255
No log	1.6757	124	0.8603	0.5304	0.8603	0.9275
No log	1.7027	126	0.8708	0.5016	0.8708	0.9332
No log	1.7297	128	0.8654	0.5450	0.8654	0.9303
No log	1.7568	130	0.8672	0.5412	0.8672	0.9312
No log	1.7838	132	0.9299	0.4741	0.9299	0.9643
No log	1.8108	134	0.8533	0.5056	0.8533	0.9237
No log	1.8378	136	0.7718	0.5468	0.7718	0.8785
No log	1.8649	138	0.8288	0.5084	0.8288	0.9104
No log	1.8919	140	0.8195	0.5418	0.8195	0.9052
No log	1.9189	142	0.7503	0.5799	0.7503	0.8662
No log	1.9459	144	0.7345	0.6037	0.7345	0.8570
No log	1.9730	146	0.7474	0.5489	0.7474	0.8645
No log	2.0	148	0.7903	0.5769	0.7903	0.8890
No log	2.0270	150	0.8713	0.5598	0.8713	0.9335
No log	2.0541	152	0.8742	0.5372	0.8742	0.9350
No log	2.0811	154	0.8506	0.5601	0.8506	0.9223
No log	2.1081	156	0.8170	0.5413	0.8170	0.9039
No log	2.1351	158	0.8135	0.4719	0.8135	0.9019
No log	2.1622	160	0.8011	0.4815	0.8011	0.8951
No log	2.1892	162	0.8119	0.5636	0.8119	0.9010
No log	2.2162	164	0.8610	0.5032	0.8610	0.9279
No log	2.2432	166	0.8843	0.5262	0.8843	0.9404
No log	2.2703	168	0.9309	0.4754	0.9309	0.9648
No log	2.2973	170	0.8801	0.5058	0.8801	0.9381
No log	2.3243	172	0.8703	0.5173	0.8703	0.9329
No log	2.3514	174	0.8489	0.5407	0.8489	0.9214
No log	2.3784	176	0.8602	0.5700	0.8602	0.9275
No log	2.4054	178	0.9691	0.5427	0.9691	0.9844
No log	2.4324	180	1.0629	0.5273	1.0629	1.0310
No log	2.4595	182	1.0123	0.5414	1.0123	1.0062
No log	2.4865	184	0.8477	0.5878	0.8477	0.9207
No log	2.5135	186	0.8034	0.5997	0.8034	0.8963
No log	2.5405	188	0.8089	0.6023	0.8089	0.8994
No log	2.5676	190	0.9323	0.5519	0.9323	0.9655
No log	2.5946	192	1.0462	0.5510	1.0462	1.0228
No log	2.6216	194	1.0450	0.5361	1.0450	1.0223
No log	2.6486	196	1.0066	0.5669	1.0066	1.0033
No log	2.6757	198	0.8615	0.5741	0.8615	0.9281
No log	2.7027	200	0.7643	0.6054	0.7643	0.8742
No log	2.7297	202	0.7637	0.5922	0.7637	0.8739
No log	2.7568	204	0.7851	0.6233	0.7851	0.8861
No log	2.7838	206	0.8174	0.5807	0.8174	0.9041
No log	2.8108	208	0.9458	0.5704	0.9458	0.9725
No log	2.8378	210	0.9978	0.5450	0.9978	0.9989
No log	2.8649	212	0.9085	0.5451	0.9085	0.9531
No log	2.8919	214	0.8928	0.5512	0.8928	0.9449
No log	2.9189	216	0.9433	0.5522	0.9433	0.9712
No log	2.9459	218	1.0223	0.5272	1.0223	1.0111
No log	2.9730	220	1.0502	0.5334	1.0502	1.0248
No log	3.0	222	1.1404	0.4832	1.1404	1.0679
No log	3.0270	224	1.0727	0.5206	1.0727	1.0357
No log	3.0541	226	0.8748	0.5797	0.8748	0.9353
No log	3.0811	228	0.7798	0.5340	0.7798	0.8831
No log	3.1081	230	0.7748	0.5279	0.7748	0.8802
No log	3.1351	232	0.8185	0.5991	0.8185	0.9047
No log	3.1622	234	0.8813	0.5783	0.8813	0.9388
No log	3.1892	236	0.8498	0.6244	0.8498	0.9219
No log	3.2162	238	0.7474	0.6695	0.7474	0.8645
No log	3.2432	240	0.7250	0.5716	0.7250	0.8515
No log	3.2703	242	0.7481	0.5655	0.7481	0.8649
No log	3.2973	244	0.6952	0.5894	0.6952	0.8338
No log	3.3243	246	0.6943	0.6039	0.6943	0.8332
No log	3.3514	248	0.7103	0.6508	0.7103	0.8428
No log	3.3784	250	0.7191	0.6662	0.7191	0.8480
No log	3.4054	252	0.7413	0.6567	0.7413	0.8610
No log	3.4324	254	0.7628	0.5995	0.7628	0.8734
No log	3.4595	256	0.8180	0.4987	0.8180	0.9044
No log	3.4865	258	0.8372	0.4926	0.8372	0.9150
No log	3.5135	260	0.8129	0.5236	0.8129	0.9016
No log	3.5405	262	0.7834	0.6157	0.7834	0.8851
No log	3.5676	264	0.7403	0.6641	0.7403	0.8604
No log	3.5946	266	0.7248	0.6312	0.7248	0.8513
No log	3.6216	268	0.7636	0.6002	0.7636	0.8738
No log	3.6486	270	0.7979	0.5959	0.7979	0.8932
No log	3.6757	272	0.7838	0.6414	0.7838	0.8853
No log	3.7027	274	0.7582	0.6598	0.7582	0.8707
No log	3.7297	276	0.6830	0.6660	0.6830	0.8265
No log	3.7568	278	0.7242	0.6673	0.7242	0.8510
No log	3.7838	280	0.8248	0.6003	0.8248	0.9082
No log	3.8108	282	0.9328	0.5805	0.9328	0.9658
No log	3.8378	284	1.1058	0.5124	1.1058	1.0516
No log	3.8649	286	1.1695	0.4668	1.1695	1.0814
No log	3.8919	288	1.0950	0.5200	1.0950	1.0464
No log	3.9189	290	0.9324	0.5770	0.9324	0.9656
No log	3.9459	292	0.7246	0.6397	0.7246	0.8512
No log	3.9730	294	0.6831	0.6627	0.6831	0.8265
No log	4.0	296	0.6930	0.6784	0.6930	0.8325
No log	4.0270	298	0.6564	0.6680	0.6564	0.8102
No log	4.0541	300	0.7138	0.6747	0.7138	0.8448
No log	4.0811	302	0.7230	0.6603	0.7230	0.8503
No log	4.1081	304	0.7096	0.6569	0.7096	0.8424
No log	4.1351	306	0.7253	0.6455	0.7253	0.8516
No log	4.1622	308	0.7788	0.6295	0.7788	0.8825
No log	4.1892	310	0.8612	0.6053	0.8612	0.9280
No log	4.2162	312	0.8396	0.5909	0.8396	0.9163
No log	4.2432	314	0.7790	0.6569	0.7790	0.8826
No log	4.2703	316	0.7722	0.5621	0.7722	0.8787
No log	4.2973	318	0.7783	0.5785	0.7783	0.8822
No log	4.3243	320	0.7715	0.6280	0.7715	0.8783
No log	4.3514	322	0.8299	0.5615	0.8299	0.9110
No log	4.3784	324	0.9309	0.5623	0.9309	0.9648
No log	4.4054	326	0.9488	0.5691	0.9488	0.9741
No log	4.4324	328	0.8473	0.5921	0.8473	0.9205
No log	4.4595	330	0.7740	0.5990	0.7740	0.8797
No log	4.4865	332	0.7327	0.6328	0.7327	0.8560
No log	4.5135	334	0.6903	0.6673	0.6903	0.8308
No log	4.5405	336	0.6846	0.6731	0.6846	0.8274
No log	4.5676	338	0.7463	0.6635	0.7463	0.8639
No log	4.5946	340	0.8225	0.6591	0.8225	0.9069
No log	4.6216	342	0.9268	0.5933	0.9268	0.9627
No log	4.6486	344	0.9396	0.5900	0.9396	0.9693
No log	4.6757	346	0.8569	0.6	0.8569	0.9257
No log	4.7027	348	0.8956	0.5767	0.8956	0.9464
No log	4.7297	350	0.9203	0.5880	0.9203	0.9593
No log	4.7568	352	0.8992	0.6208	0.8992	0.9482
No log	4.7838	354	0.8295	0.6289	0.8295	0.9108
No log	4.8108	356	0.8321	0.6350	0.8321	0.9122
No log	4.8378	358	0.8359	0.6449	0.8359	0.9143
No log	4.8649	360	0.8950	0.6417	0.8950	0.9460
No log	4.8919	362	1.0404	0.5697	1.0404	1.0200
No log	4.9189	364	1.0133	0.5638	1.0133	1.0066
No log	4.9459	366	0.8315	0.5869	0.8315	0.9119
No log	4.9730	368	0.7274	0.5964	0.7274	0.8529
No log	5.0	370	0.7343	0.5736	0.7343	0.8569
No log	5.0270	372	0.7428	0.6320	0.7428	0.8619
No log	5.0541	374	0.8644	0.5743	0.8644	0.9297
No log	5.0811	376	0.9728	0.5381	0.9728	0.9863
No log	5.1081	378	0.9828	0.5548	0.9828	0.9914
No log	5.1351	380	0.7896	0.6098	0.7896	0.8886
No log	5.1622	382	0.6695	0.6523	0.6695	0.8182
No log	5.1892	384	0.6623	0.6513	0.6623	0.8138
No log	5.2162	386	0.6762	0.6619	0.6762	0.8223
No log	5.2432	388	0.7301	0.6601	0.7301	0.8544
No log	5.2703	390	0.8317	0.5816	0.8317	0.9120
No log	5.2973	392	0.9706	0.5475	0.9706	0.9852
No log	5.3243	394	0.9584	0.5508	0.9584	0.9790
No log	5.3514	396	0.9131	0.5803	0.9131	0.9556
No log	5.3784	398	0.9116	0.5979	0.9116	0.9548
No log	5.4054	400	0.9694	0.5406	0.9694	0.9846
No log	5.4324	402	0.9792	0.5406	0.9792	0.9895
No log	5.4595	404	0.9833	0.5436	0.9833	0.9916
No log	5.4865	406	0.9211	0.6043	0.9211	0.9597
No log	5.5135	408	0.8946	0.5780	0.8946	0.9458
No log	5.5405	410	0.9280	0.5730	0.9280	0.9633
No log	5.5676	412	1.0512	0.5414	1.0512	1.0253
No log	5.5946	414	1.0262	0.5559	1.0262	1.0130
No log	5.6216	416	0.9237	0.6126	0.9237	0.9611
No log	5.6486	418	0.8542	0.5943	0.8542	0.9242
No log	5.6757	420	0.8860	0.6278	0.8860	0.9413
No log	5.7027	422	0.9277	0.6137	0.9277	0.9632
No log	5.7297	424	0.9404	0.5926	0.9404	0.9697
No log	5.7568	426	0.8234	0.6274	0.8234	0.9074
No log	5.7838	428	0.7080	0.6460	0.7080	0.8414
No log	5.8108	430	0.6983	0.6412	0.6983	0.8356
No log	5.8378	432	0.7630	0.6464	0.7630	0.8735
No log	5.8649	434	0.8665	0.6049	0.8665	0.9309
No log	5.8919	436	0.8647	0.5959	0.8647	0.9299
No log	5.9189	438	0.8124	0.6215	0.8124	0.9013
No log	5.9459	440	0.7591	0.6345	0.7591	0.8713
No log	5.9730	442	0.7166	0.6215	0.7166	0.8465
No log	6.0	444	0.7423	0.6224	0.7423	0.8616
No log	6.0270	446	0.8011	0.6412	0.8011	0.8950
No log	6.0541	448	0.8690	0.6198	0.8690	0.9322
No log	6.0811	450	0.8813	0.6012	0.8813	0.9388
No log	6.1081	452	0.8248	0.6196	0.8248	0.9082
No log	6.1351	454	0.7654	0.6714	0.7654	0.8749
No log	6.1622	456	0.6775	0.6877	0.6775	0.8231
No log	6.1892	458	0.6618	0.6951	0.6618	0.8135
No log	6.2162	460	0.6941	0.6910	0.6941	0.8332
No log	6.2432	462	0.8210	0.6271	0.8210	0.9061
No log	6.2703	464	0.9463	0.5937	0.9463	0.9728
No log	6.2973	466	0.9709	0.5765	0.9709	0.9853
No log	6.3243	468	0.8662	0.6074	0.8662	0.9307
No log	6.3514	470	0.8322	0.6234	0.8322	0.9123
No log	6.3784	472	0.8630	0.5926	0.8630	0.9290
No log	6.4054	474	0.8770	0.5879	0.8770	0.9365
No log	6.4324	476	0.8475	0.5965	0.8475	0.9206
No log	6.4595	478	0.8884	0.5864	0.8884	0.9425
No log	6.4865	480	1.0107	0.5446	1.0107	1.0053
No log	6.5135	482	1.1364	0.4957	1.1364	1.0660
No log	6.5405	484	1.1060	0.5087	1.1060	1.0517
No log	6.5676	486	0.9650	0.5315	0.9650	0.9823
No log	6.5946	488	0.8187	0.6100	0.8187	0.9048
No log	6.6216	490	0.7620	0.5940	0.7620	0.8729
No log	6.6486	492	0.7722	0.6024	0.7722	0.8787
No log	6.6757	494	0.8094	0.6112	0.8094	0.8996
No log	6.7027	496	0.8751	0.5742	0.8751	0.9355
No log	6.7297	498	0.9256	0.5705	0.9256	0.9621
0.4133	6.7568	500	0.9481	0.5828	0.9481	0.9737
0.4133	6.7838	502	0.8724	0.5729	0.8724	0.9340
0.4133	6.8108	504	0.7522	0.6603	0.7522	0.8673
0.4133	6.8378	506	0.6876	0.6968	0.6876	0.8292
0.4133	6.8649	508	0.6846	0.6816	0.6846	0.8274
0.4133	6.8919	510	0.6905	0.6895	0.6905	0.8309
0.4133	6.9189	512	0.7417	0.6529	0.7417	0.8612
0.4133	6.9459	514	0.7955	0.5978	0.7955	0.8919
0.4133	6.9730	516	0.8259	0.6028	0.8259	0.9088
0.4133	7.0	518	0.8240	0.6104	0.8240	0.9077
0.4133	7.0270	520	0.8858	0.5913	0.8858	0.9412
0.4133	7.0541	522	0.9156	0.5869	0.9156	0.9569
0.4133	7.0811	524	0.8818	0.5847	0.8818	0.9391
0.4133	7.1081	526	0.7686	0.5893	0.7686	0.8767
0.4133	7.1351	528	0.7296	0.6061	0.7296	0.8542
0.4133	7.1622	530	0.7562	0.5612	0.7562	0.8696
0.4133	7.1892	532	0.8218	0.5729	0.8218	0.9065
0.4133	7.2162	534	0.8435	0.6160	0.8435	0.9184
0.4133	7.2432	536	0.8681	0.6359	0.8681	0.9317
0.4133	7.2703	538	0.8050	0.6360	0.8050	0.8972
0.4133	7.2973	540	0.8065	0.6360	0.8065	0.8981
0.4133	7.3243	542	0.8156	0.6234	0.8156	0.9031
0.4133	7.3514	544	0.8426	0.6336	0.8426	0.9179
0.4133	7.3784	546	0.8244	0.5863	0.8244	0.9080
0.4133	7.4054	548	0.7567	0.5827	0.7567	0.8699
0.4133	7.4324	550	0.6995	0.6672	0.6995	0.8364
0.4133	7.4595	552	0.6766	0.6376	0.6766	0.8226
0.4133	7.4865	554	0.6698	0.6694	0.6698	0.8184
0.4133	7.5135	556	0.6838	0.6857	0.6838	0.8269
0.4133	7.5405	558	0.7895	0.6561	0.7895	0.8886
0.4133	7.5676	560	0.8840	0.6461	0.8840	0.9402
0.4133	7.5946	562	0.9420	0.6029	0.9420	0.9705
0.4133	7.6216	564	0.8562	0.6360	0.8562	0.9253
0.4133	7.6486	566	0.8294	0.6512	0.8294	0.9107
0.4133	7.6757	568	0.8296	0.6245	0.8296	0.9108
0.4133	7.7027	570	0.7992	0.6404	0.7992	0.8940
0.4133	7.7297	572	0.8460	0.6245	0.8460	0.9198
0.4133	7.7568	574	0.8427	0.6442	0.8427	0.9180
0.4133	7.7838	576	0.7554	0.6773	0.7554	0.8691
0.4133	7.8108	578	0.7308	0.6900	0.7308	0.8549
0.4133	7.8378	580	0.7832	0.6598	0.7832	0.8850
0.4133	7.8649	582	0.9313	0.6182	0.9313	0.9650
0.4133	7.8919	584	0.9890	0.5681	0.9890	0.9945
0.4133	7.9189	586	0.9141	0.6149	0.9141	0.9561
0.4133	7.9459	588	0.7817	0.6812	0.7817	0.8841
0.4133	7.9730	590	0.6874	0.6930	0.6874	0.8291
0.4133	8.0	592	0.6607	0.7198	0.6607	0.8128
0.4133	8.0270	594	0.6653	0.7140	0.6653	0.8157
0.4133	8.0541	596	0.7104	0.6866	0.7104	0.8429
0.4133	8.0811	598	0.7754	0.6773	0.7754	0.8806
0.4133	8.1081	600	0.7477	0.6774	0.7477	0.8647
0.4133	8.1351	602	0.7146	0.6842	0.7146	0.8454
0.4133	8.1622	604	0.7371	0.6686	0.7371	0.8586
0.4133	8.1892	606	0.7951	0.6386	0.7951	0.8917
0.4133	8.2162	608	0.8270	0.6390	0.8270	0.9094
0.4133	8.2432	610	0.8278	0.6334	0.8278	0.9098
0.4133	8.2703	612	0.8040	0.6422	0.8040	0.8966
0.4133	8.2973	614	0.7928	0.6760	0.7928	0.8904
0.4133	8.3243	616	0.7512	0.6601	0.7512	0.8667
0.4133	8.3514	618	0.6908	0.6960	0.6908	0.8311
0.4133	8.3784	620	0.6712	0.7086	0.6712	0.8193
0.4133	8.4054	622	0.7051	0.6507	0.7051	0.8397
0.4133	8.4324	624	0.7554	0.6255	0.7554	0.8691
0.4133	8.4595	626	0.7414	0.6489	0.7414	0.8610
0.4133	8.4865	628	0.7305	0.6553	0.7305	0.8547
0.4133	8.5135	630	0.7111	0.6589	0.7111	0.8433
0.4133	8.5405	632	0.6818	0.6892	0.6818	0.8257
0.4133	8.5676	634	0.6922	0.6949	0.6922	0.8320
0.4133	8.5946	636	0.7541	0.6463	0.7541	0.8684
0.4133	8.6216	638	0.9054	0.5755	0.9054	0.9515
0.4133	8.6486	640	0.9994	0.5620	0.9994	0.9997
0.4133	8.6757	642	1.0279	0.5620	1.0279	1.0139
0.4133	8.7027	644	0.9777	0.5878	0.9777	0.9888
0.4133	8.7297	646	0.9135	0.6058	0.9135	0.9558
0.4133	8.7568	648	0.9363	0.6058	0.9363	0.9676
0.4133	8.7838	650	1.0836	0.5515	1.0836	1.0410
0.4133	8.8108	652	1.2407	0.4878	1.2407	1.1139
0.4133	8.8378	654	1.1726	0.4916	1.1726	1.0829
0.4133	8.8649	656	1.0664	0.5331	1.0664	1.0327
0.4133	8.8919	658	0.9414	0.6000	0.9414	0.9702
0.4133	8.9189	660	0.8582	0.6297	0.8582	0.9264
0.4133	8.9459	662	0.7616	0.6586	0.7616	0.8727
0.4133	8.9730	664	0.7109	0.6910	0.7109	0.8431
0.4133	9.0	666	0.7366	0.6803	0.7366	0.8582
0.4133	9.0270	668	0.7123	0.7067	0.7123	0.8440
0.4133	9.0541	670	0.7384	0.6777	0.7384	0.8593
0.4133	9.0811	672	0.8022	0.6348	0.8022	0.8957
0.4133	9.1081	674	0.8109	0.6000	0.8109	0.9005
0.4133	9.1351	676	0.8416	0.6191	0.8416	0.9174
0.4133	9.1622	678	0.7740	0.6454	0.7740	0.8798
0.4133	9.1892	680	0.6735	0.7295	0.6735	0.8207
0.4133	9.2162	682	0.6285	0.7057	0.6285	0.7928
0.4133	9.2432	684	0.6253	0.7080	0.6253	0.7908
0.4133	9.2703	686	0.6426	0.7365	0.6426	0.8016
0.4133	9.2973	688	0.6925	0.6874	0.6925	0.8321
0.4133	9.3243	690	0.7239	0.6499	0.7239	0.8509
0.4133	9.3514	692	0.7344	0.6499	0.7344	0.8570
0.4133	9.3784	694	0.6820	0.7040	0.6820	0.8258
0.4133	9.4054	696	0.6744	0.6875	0.6744	0.8212
0.4133	9.4324	698	0.6755	0.6966	0.6755	0.8219
0.4133	9.4595	700	0.6905	0.6737	0.6905	0.8310
0.4133	9.4865	702	0.6781	0.6914	0.6781	0.8235
0.4133	9.5135	704	0.6632	0.7061	0.6632	0.8144
0.4133	9.5405	706	0.6730	0.6980	0.6730	0.8204
0.4133	9.5676	708	0.7152	0.6837	0.7152	0.8457
0.4133	9.5946	710	0.8125	0.6112	0.8125	0.9014
0.4133	9.6216	712	0.8654	0.6120	0.8654	0.9303
0.4133	9.6486	714	0.8505	0.6185	0.8505	0.9222
0.4133	9.6757	716	0.7599	0.6440	0.7599	0.8717
0.4133	9.7027	718	0.7452	0.6480	0.7452	0.8632
0.4133	9.7297	720	0.7687	0.6379	0.7687	0.8767
0.4133	9.7568	722	0.7517	0.6382	0.7517	0.8670
0.4133	9.7838	724	0.7553	0.6835	0.7553	0.8691
0.4133	9.8108	726	0.7928	0.6731	0.7928	0.8904
0.4133	9.8378	728	0.8445	0.6731	0.8445	0.9190
0.4133	9.8649	730	0.8715	0.6511	0.8715	0.9335
0.4133	9.8919	732	0.8819	0.6183	0.8819	0.9391
0.4133	9.9189	734	0.8970	0.6177	0.8970	0.9471
0.4133	9.9459	736	0.8448	0.6432	0.8448	0.9192
0.4133	9.9730	738	0.8130	0.6129	0.8130	0.9017
0.4133	10.0	740	0.7664	0.5727	0.7664	0.8754
0.4133	10.0270	742	0.7641	0.5883	0.7641	0.8741
0.4133	10.0541	744	0.8027	0.6393	0.8027	0.8959
0.4133	10.0811	746	0.8570	0.6383	0.8570	0.9257
0.4133	10.1081	748	0.8949	0.6203	0.8949	0.9460
0.4133	10.1351	750	0.8836	0.6410	0.8836	0.9400
0.4133	10.1622	752	0.9122	0.6087	0.9122	0.9551
0.4133	10.1892	754	0.9877	0.6000	0.9877	0.9938
0.4133	10.2162	756	0.9883	0.5953	0.9883	0.9941
0.4133	10.2432	758	0.9087	0.6208	0.9087	0.9533
0.4133	10.2703	760	0.8297	0.6598	0.8297	0.9109
0.4133	10.2973	762	0.7918	0.6665	0.7918	0.8898
0.4133	10.3243	764	0.8250	0.6803	0.8250	0.9083
0.4133	10.3514	766	0.8673	0.6429	0.8673	0.9313
0.4133	10.3784	768	0.8466	0.6639	0.8466	0.9201
0.4133	10.4054	770	0.7611	0.6981	0.7611	0.8724
0.4133	10.4324	772	0.6976	0.6966	0.6976	0.8352
0.4133	10.4595	774	0.6979	0.6971	0.6979	0.8354
0.4133	10.4865	776	0.7186	0.6785	0.7186	0.8477
0.4133	10.5135	778	0.7152	0.6573	0.7152	0.8457
0.4133	10.5405	780	0.7190	0.6573	0.7190	0.8479
0.4133	10.5676	782	0.7173	0.6726	0.7173	0.8469
0.4133	10.5946	784	0.7373	0.6596	0.7373	0.8586
0.4133	10.6216	786	0.7364	0.6765	0.7364	0.8581
0.4133	10.6486	788	0.8149	0.6530	0.8149	0.9027
0.4133	10.6757	790	0.8265	0.6637	0.8265	0.9091
0.4133	10.7027	792	0.8314	0.6422	0.8314	0.9118
0.4133	10.7297	794	0.8401	0.6471	0.8401	0.9166
0.4133	10.7568	796	0.8687	0.6367	0.8687	0.9320
0.4133	10.7838	798	0.9160	0.5964	0.9160	0.9571
0.4133	10.8108	800	0.9719	0.5593	0.9719	0.9859
0.4133	10.8378	802	0.9428	0.5916	0.9428	0.9710
0.4133	10.8649	804	0.9044	0.6219	0.9044	0.9510
0.4133	10.8919	806	0.8476	0.6551	0.8476	0.9206
0.4133	10.9189	808	0.8507	0.6298	0.8507	0.9223
0.4133	10.9459	810	0.8938	0.5938	0.8938	0.9454
0.4133	10.9730	812	0.9819	0.5654	0.9819	0.9909
0.4133	11.0	814	0.9682	0.5654	0.9682	0.9840
0.4133	11.0270	816	0.8809	0.6033	0.8809	0.9386
0.4133	11.0541	818	0.8262	0.6228	0.8262	0.9090
0.4133	11.0811	820	0.8354	0.6228	0.8354	0.9140
0.4133	11.1081	822	0.9407	0.5889	0.9407	0.9699
0.4133	11.1351	824	0.9903	0.5731	0.9903	0.9952
0.4133	11.1622	826	0.9438	0.5703	0.9438	0.9715
0.4133	11.1892	828	0.9162	0.6008	0.9162	0.9572
0.4133	11.2162	830	0.9427	0.5873	0.9427	0.9709
0.4133	11.2432	832	0.9298	0.5873	0.9298	0.9643
0.4133	11.2703	834	0.8379	0.6137	0.8379	0.9154
0.4133	11.2973	836	0.8369	0.6257	0.8369	0.9148
0.4133	11.3243	838	0.8043	0.6525	0.8043	0.8969
0.4133	11.3514	840	0.7938	0.6544	0.7938	0.8910
0.4133	11.3784	842	0.8147	0.6525	0.8147	0.9026
0.4133	11.4054	844	0.8895	0.6011	0.8895	0.9431
0.4133	11.4324	846	0.9604	0.5857	0.9604	0.9800
0.4133	11.4595	848	0.9671	0.5968	0.9671	0.9834
0.4133	11.4865	850	0.9736	0.5951	0.9736	0.9867
0.4133	11.5135	852	0.9583	0.5955	0.9583	0.9790
0.4133	11.5405	854	0.9586	0.5944	0.9586	0.9791
0.4133	11.5676	856	0.9001	0.6143	0.9001	0.9487
0.4133	11.5946	858	0.8647	0.6285	0.8647	0.9299
0.4133	11.6216	860	0.8519	0.6173	0.8519	0.9230
0.4133	11.6486	862	0.8254	0.5977	0.8254	0.9085
0.4133	11.6757	864	0.8110	0.6268	0.8110	0.9006
0.4133	11.7027	866	0.8551	0.6205	0.8551	0.9247
0.4133	11.7297	868	0.8647	0.6032	0.8647	0.9299
0.4133	11.7568	870	0.8305	0.6311	0.8305	0.9113
0.4133	11.7838	872	0.7925	0.6561	0.7925	0.8902
0.4133	11.8108	874	0.7322	0.6646	0.7322	0.8557
0.4133	11.8378	876	0.7343	0.6779	0.7343	0.8569
0.4133	11.8649	878	0.7564	0.6843	0.7564	0.8697
0.4133	11.8919	880	0.7678	0.6675	0.7678	0.8762
0.4133	11.9189	882	0.8265	0.6092	0.8265	0.9091
0.4133	11.9459	884	0.8177	0.6151	0.8177	0.9043
0.4133	11.9730	886	0.8132	0.6401	0.8132	0.9018
0.4133	12.0	888	0.7828	0.6657	0.7828	0.8848
0.4133	12.0270	890	0.7900	0.6420	0.7900	0.8888
0.4133	12.0541	892	0.7890	0.6474	0.7890	0.8882
0.4133	12.0811	894	0.8662	0.5887	0.8662	0.9307
0.4133	12.1081	896	0.9416	0.5869	0.9416	0.9704
0.4133	12.1351	898	0.9128	0.5806	0.9128	0.9554
0.4133	12.1622	900	0.9154	0.5793	0.9154	0.9568
0.4133	12.1892	902	0.9110	0.5793	0.9110	0.9545
0.4133	12.2162	904	0.8931	0.5997	0.8931	0.9451
0.4133	12.2432	906	0.8874	0.5993	0.8874	0.9420
0.4133	12.2703	908	0.9459	0.5854	0.9459	0.9726
0.4133	12.2973	910	0.9759	0.5619	0.9759	0.9879
0.4133	12.3243	912	0.9230	0.5795	0.9230	0.9607
0.4133	12.3514	914	0.8497	0.5838	0.8497	0.9218
0.4133	12.3784	916	0.8637	0.5824	0.8637	0.9293
0.4133	12.4054	918	0.9081	0.5731	0.9081	0.9529
0.4133	12.4324	920	0.9054	0.5731	0.9054	0.9515
0.4133	12.4595	922	0.8386	0.6081	0.8386	0.9157
0.4133	12.4865	924	0.7608	0.6634	0.7608	0.8723
0.4133	12.5135	926	0.7855	0.6222	0.7855	0.8863
0.4133	12.5405	928	0.8555	0.6032	0.8555	0.9250
0.4133	12.5676	930	0.9429	0.5907	0.9429	0.9710
0.4133	12.5946	932	0.8893	0.5949	0.8893	0.9430
0.4133	12.6216	934	0.7459	0.6198	0.7459	0.8637
0.4133	12.6486	936	0.6766	0.6654	0.6766	0.8225
0.4133	12.6757	938	0.6812	0.6675	0.6812	0.8254
0.4133	12.7027	940	0.6863	0.6926	0.6863	0.8284
0.4133	12.7297	942	0.7400	0.6470	0.7400	0.8603
0.4133	12.7568	944	0.7545	0.6389	0.7545	0.8686
0.4133	12.7838	946	0.7916	0.6279	0.7916	0.8897
0.4133	12.8108	948	0.8391	0.6251	0.8391	0.9160
0.4133	12.8378	950	0.9046	0.6116	0.9046	0.9511
0.4133	12.8649	952	0.8951	0.5979	0.8951	0.9461
0.4133	12.8919	954	0.8183	0.6496	0.8183	0.9046
0.4133	12.9189	956	0.7718	0.6609	0.7718	0.8785
0.4133	12.9459	958	0.8300	0.6155	0.8300	0.9110
0.4133	12.9730	960	0.8980	0.5844	0.8980	0.9476
0.4133	13.0	962	0.9741	0.5681	0.9741	0.9869
0.4133	13.0270	964	1.0384	0.5438	1.0384	1.0190
0.4133	13.0541	966	1.1170	0.5503	1.1170	1.0569
0.4133	13.0811	968	1.1068	0.5339	1.1068	1.0520
0.4133	13.1081	970	1.0379	0.5545	1.0379	1.0188

Framework versions

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