ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k20_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: 0.9232
• Qwk: 0.4884
• Mse: 0.9232
• Rmse: 0.9608

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	0.0198	2	3.9920	0.0118	3.9920	1.9980
No log	0.0396	4	2.4685	0.0601	2.4685	1.5712
No log	0.0594	6	1.2704	0.0773	1.2704	1.1271
No log	0.0792	8	0.8874	0.0109	0.8874	0.9420
No log	0.0990	10	0.8122	0.0589	0.8122	0.9012
No log	0.1188	12	0.8077	0.0747	0.8077	0.8987
No log	0.1386	14	0.8679	0.0468	0.8679	0.9316
No log	0.1584	16	0.7784	0.0472	0.7784	0.8822
No log	0.1782	18	0.7997	0.0772	0.7997	0.8943
No log	0.1980	20	0.7731	0.1494	0.7731	0.8793
No log	0.2178	22	0.7604	0.1494	0.7604	0.8720
No log	0.2376	24	0.7633	0.1154	0.7633	0.8737
No log	0.2574	26	0.7563	0.1105	0.7563	0.8696
No log	0.2772	28	0.8653	0.0062	0.8653	0.9302
No log	0.2970	30	0.8055	0.1244	0.8055	0.8975
No log	0.3168	32	0.7282	0.0562	0.7282	0.8534
No log	0.3366	34	0.7812	0.0298	0.7812	0.8839
No log	0.3564	36	0.8690	0.0996	0.8690	0.9322
No log	0.3762	38	0.7899	0.0809	0.7899	0.8888
No log	0.3960	40	0.7689	0.1197	0.7689	0.8768
No log	0.4158	42	0.9218	0.1681	0.9218	0.9601
No log	0.4356	44	1.3910	0.1602	1.3910	1.1794
No log	0.4554	46	1.5215	0.1342	1.5215	1.2335
No log	0.4752	48	1.0859	0.1841	1.0859	1.0421
No log	0.4950	50	0.7487	0.2418	0.7487	0.8653
No log	0.5149	52	0.7392	0.2301	0.7392	0.8598
No log	0.5347	54	0.8352	0.3030	0.8352	0.9139
No log	0.5545	56	1.1236	0.2447	1.1236	1.0600
No log	0.5743	58	0.8737	0.3163	0.8737	0.9347
No log	0.5941	60	0.7498	0.3714	0.7498	0.8659
No log	0.6139	62	0.7264	0.3798	0.7264	0.8523
No log	0.6337	64	0.8437	0.2807	0.8437	0.9185
No log	0.6535	66	0.7233	0.3573	0.7233	0.8505
No log	0.6733	68	0.7264	0.3845	0.7264	0.8523
No log	0.6931	70	1.1332	0.2275	1.1332	1.0645
No log	0.7129	72	1.4264	0.2075	1.4264	1.1943
No log	0.7327	74	1.2197	0.2134	1.2197	1.1044
No log	0.7525	76	0.9100	0.3373	0.9100	0.9540
No log	0.7723	78	0.6702	0.3691	0.6702	0.8187
No log	0.7921	80	0.7303	0.3887	0.7303	0.8546
No log	0.8119	82	0.7887	0.4291	0.7887	0.8881
No log	0.8317	84	0.7451	0.3737	0.7451	0.8632
No log	0.8515	86	1.0000	0.3782	1.0000	1.0000
No log	0.8713	88	1.0528	0.4128	1.0528	1.0261
No log	0.8911	90	0.7883	0.4184	0.7883	0.8878
No log	0.9109	92	0.8220	0.3839	0.8220	0.9066
No log	0.9307	94	1.0462	0.3002	1.0462	1.0228
No log	0.9505	96	0.8290	0.3927	0.8290	0.9105
No log	0.9703	98	0.6870	0.4344	0.6870	0.8289
No log	0.9901	100	0.9377	0.4480	0.9377	0.9683
No log	1.0099	102	1.0489	0.4313	1.0489	1.0241
No log	1.0297	104	1.1440	0.4122	1.1440	1.0696
No log	1.0495	106	1.2255	0.3889	1.2255	1.1070
No log	1.0693	108	1.2056	0.4079	1.2056	1.0980
No log	1.0891	110	1.2730	0.3849	1.2730	1.1283
No log	1.1089	112	1.6166	0.3273	1.6166	1.2715
No log	1.1287	114	1.8111	0.2961	1.8111	1.3458
No log	1.1485	116	1.5539	0.3235	1.5539	1.2466
No log	1.1683	118	1.2812	0.4166	1.2812	1.1319
No log	1.1881	120	1.1234	0.4582	1.1234	1.0599
No log	1.2079	122	1.1866	0.4396	1.1866	1.0893
No log	1.2277	124	1.2791	0.4241	1.2791	1.1310
No log	1.2475	126	1.1399	0.4383	1.1399	1.0676
No log	1.2673	128	1.1364	0.4326	1.1364	1.0660
No log	1.2871	130	1.0823	0.4375	1.0823	1.0404
No log	1.3069	132	1.2887	0.4266	1.2887	1.1352
No log	1.3267	134	1.2988	0.4333	1.2988	1.1396
No log	1.3465	136	0.9758	0.4568	0.9758	0.9878
No log	1.3663	138	0.9220	0.4817	0.9220	0.9602
No log	1.3861	140	0.9226	0.4689	0.9226	0.9605
No log	1.4059	142	0.9258	0.4675	0.9258	0.9622
No log	1.4257	144	1.2497	0.4562	1.2497	1.1179
No log	1.4455	146	1.5168	0.3790	1.5168	1.2316
No log	1.4653	148	1.2805	0.4450	1.2805	1.1316
No log	1.4851	150	1.1002	0.4708	1.1002	1.0489
No log	1.5050	152	1.0446	0.4640	1.0446	1.0221
No log	1.5248	154	1.1059	0.4236	1.1059	1.0516
No log	1.5446	156	1.1141	0.4407	1.1141	1.0555
No log	1.5644	158	1.1317	0.4828	1.1317	1.0638
No log	1.5842	160	1.5737	0.3585	1.5737	1.2545
No log	1.6040	162	1.7890	0.3336	1.7890	1.3375
No log	1.6238	164	1.4771	0.3673	1.4771	1.2154
No log	1.6436	166	1.1718	0.4545	1.1718	1.0825
No log	1.6634	168	0.9123	0.4443	0.9123	0.9551
No log	1.6832	170	0.8482	0.4579	0.8482	0.9210
No log	1.7030	172	0.8294	0.4666	0.8294	0.9107
No log	1.7228	174	1.1848	0.4439	1.1848	1.0885
No log	1.7426	176	1.4356	0.3633	1.4356	1.1982
No log	1.7624	178	1.1507	0.4291	1.1507	1.0727
No log	1.7822	180	0.8940	0.4984	0.8940	0.9455
No log	1.8020	182	0.8726	0.4756	0.8726	0.9341
No log	1.8218	184	0.8840	0.4686	0.8840	0.9402
No log	1.8416	186	0.9574	0.4795	0.9574	0.9785
No log	1.8614	188	1.1306	0.4785	1.1306	1.0633
No log	1.8812	190	1.2012	0.4835	1.2012	1.0960
No log	1.9010	192	1.1351	0.4852	1.1351	1.0654
No log	1.9208	194	1.0458	0.4532	1.0458	1.0227
No log	1.9406	196	1.0571	0.4593	1.0571	1.0282
No log	1.9604	198	1.2518	0.4068	1.2518	1.1189
No log	1.9802	200	1.3490	0.3730	1.3490	1.1615
No log	2.0	202	1.2564	0.4241	1.2564	1.1209
No log	2.0198	204	1.1283	0.4552	1.1283	1.0622
No log	2.0396	206	1.1876	0.4460	1.1876	1.0898
No log	2.0594	208	1.2221	0.4252	1.2221	1.1055
No log	2.0792	210	1.0690	0.4403	1.0690	1.0339
No log	2.0990	212	0.9436	0.4534	0.9436	0.9714
No log	2.1188	214	1.0263	0.4374	1.0263	1.0131
No log	2.1386	216	1.3620	0.4000	1.3620	1.1670
No log	2.1584	218	1.5355	0.3437	1.5355	1.2391
No log	2.1782	220	1.2818	0.3672	1.2818	1.1322
No log	2.1980	222	0.9155	0.4347	0.9155	0.9568
No log	2.2178	224	0.8382	0.4231	0.8382	0.9155
No log	2.2376	226	0.8683	0.4180	0.8683	0.9318
No log	2.2574	228	0.9708	0.4346	0.9708	0.9853
No log	2.2772	230	1.0318	0.4408	1.0318	1.0158
No log	2.2970	232	1.0003	0.4298	1.0003	1.0001
No log	2.3168	234	0.9727	0.4315	0.9727	0.9863
No log	2.3366	236	1.0132	0.4152	1.0132	1.0066
No log	2.3564	238	0.9245	0.4416	0.9245	0.9615
No log	2.3762	240	0.9181	0.4880	0.9181	0.9582
No log	2.3960	242	0.9628	0.4702	0.9628	0.9812
No log	2.4158	244	1.0361	0.4514	1.0361	1.0179
No log	2.4356	246	1.1363	0.4474	1.1363	1.0660
No log	2.4554	248	1.2759	0.4296	1.2759	1.1296
No log	2.4752	250	1.2147	0.4414	1.2147	1.1021
No log	2.4950	252	1.1451	0.4582	1.1451	1.0701
No log	2.5149	254	1.0982	0.4531	1.0982	1.0480
No log	2.5347	256	0.9831	0.4513	0.9831	0.9915
No log	2.5545	258	0.8605	0.4277	0.8605	0.9277
No log	2.5743	260	0.7919	0.4257	0.7919	0.8899
No log	2.5941	262	0.8098	0.4729	0.8098	0.8999
No log	2.6139	264	0.8835	0.4457	0.8835	0.9400
No log	2.6337	266	0.8822	0.4495	0.8822	0.9393
No log	2.6535	268	0.8071	0.4437	0.8071	0.8984
No log	2.6733	270	0.8325	0.5025	0.8325	0.9124
No log	2.6931	272	0.8636	0.4906	0.8636	0.9293
No log	2.7129	274	0.8561	0.4608	0.8561	0.9253
No log	2.7327	276	0.9160	0.4548	0.9160	0.9571
No log	2.7525	278	0.9471	0.4495	0.9471	0.9732
No log	2.7723	280	0.9452	0.4752	0.9452	0.9722
No log	2.7921	282	0.9308	0.4808	0.9308	0.9648
No log	2.8119	284	0.8107	0.4527	0.8107	0.9004
No log	2.8317	286	0.8061	0.4609	0.8061	0.8978
No log	2.8515	288	0.8631	0.4695	0.8631	0.9290
No log	2.8713	290	0.9640	0.4412	0.9640	0.9819
No log	2.8911	292	1.0490	0.4398	1.0490	1.0242
No log	2.9109	294	1.0847	0.4408	1.0847	1.0415
No log	2.9307	296	1.2131	0.4438	1.2131	1.1014
No log	2.9505	298	1.3069	0.4369	1.3069	1.1432
No log	2.9703	300	1.3262	0.4094	1.3262	1.1516
No log	2.9901	302	1.1335	0.4326	1.1335	1.0646
No log	3.0099	304	0.9698	0.4443	0.9698	0.9848
No log	3.0297	306	0.9001	0.4193	0.9001	0.9488
No log	3.0495	308	0.8968	0.4398	0.8968	0.9470
No log	3.0693	310	0.9706	0.4335	0.9706	0.9852
No log	3.0891	312	0.9154	0.4905	0.9154	0.9568
No log	3.1089	314	0.9352	0.5119	0.9352	0.9671
No log	3.1287	316	0.9373	0.4981	0.9373	0.9681
No log	3.1485	318	0.8704	0.5029	0.8704	0.9329
No log	3.1683	320	0.8665	0.4886	0.8665	0.9309
No log	3.1881	322	0.9901	0.5062	0.9901	0.9951
No log	3.2079	324	1.1974	0.4173	1.1974	1.0942
No log	3.2277	326	1.2622	0.4159	1.2622	1.1235
No log	3.2475	328	1.1092	0.4955	1.1092	1.0532
No log	3.2673	330	1.0181	0.4750	1.0181	1.0090
No log	3.2871	332	0.9789	0.4622	0.9789	0.9894
No log	3.3069	334	0.9634	0.4700	0.9634	0.9815
No log	3.3267	336	0.9424	0.4717	0.9424	0.9708
No log	3.3465	338	1.0012	0.4919	1.0012	1.0006
No log	3.3663	340	1.0971	0.4538	1.0971	1.0474
No log	3.3861	342	1.0435	0.4834	1.0435	1.0215
No log	3.4059	344	0.9120	0.5343	0.9120	0.9550
No log	3.4257	346	0.8238	0.4566	0.8238	0.9076
No log	3.4455	348	0.8416	0.4510	0.8416	0.9174
No log	3.4653	350	0.9134	0.4715	0.9134	0.9557
No log	3.4851	352	1.0787	0.4896	1.0787	1.0386
No log	3.5050	354	1.1517	0.4957	1.1517	1.0732
No log	3.5248	356	1.0647	0.4922	1.0647	1.0319
No log	3.5446	358	0.9890	0.4808	0.9890	0.9945
No log	3.5644	360	0.9411	0.4633	0.9411	0.9701
No log	3.5842	362	0.9400	0.4808	0.9400	0.9695
No log	3.6040	364	1.0115	0.5259	1.0115	1.0057
No log	3.6238	366	1.0982	0.4649	1.0982	1.0479
No log	3.6436	368	1.0689	0.4761	1.0689	1.0339
No log	3.6634	370	0.9893	0.4929	0.9893	0.9946
No log	3.6832	372	0.9727	0.5007	0.9727	0.9863
No log	3.7030	374	0.9595	0.4823	0.9595	0.9795
No log	3.7228	376	0.9443	0.4649	0.9443	0.9717
No log	3.7426	378	0.9571	0.5014	0.9571	0.9783
No log	3.7624	380	1.0667	0.5136	1.0667	1.0328
No log	3.7822	382	1.1986	0.4266	1.1986	1.0948
No log	3.8020	384	1.1231	0.4944	1.1231	1.0598
No log	3.8218	386	1.1486	0.4956	1.1486	1.0717
No log	3.8416	388	1.1957	0.4849	1.1957	1.0935
No log	3.8614	390	1.1764	0.4775	1.1764	1.0846
No log	3.8812	392	1.1538	0.4962	1.1538	1.0742
No log	3.9010	394	1.1273	0.4866	1.1273	1.0618
No log	3.9208	396	1.1370	0.5082	1.1370	1.0663
No log	3.9406	398	1.2237	0.4239	1.2237	1.1062
No log	3.9604	400	1.2348	0.4239	1.2348	1.1112
No log	3.9802	402	1.1074	0.4896	1.1074	1.0523
No log	4.0	404	0.9499	0.5048	0.9499	0.9746
No log	4.0198	406	0.8811	0.4524	0.8811	0.9387
No log	4.0396	408	0.9033	0.4736	0.9033	0.9504
No log	4.0594	410	0.9997	0.4965	0.9997	0.9999
No log	4.0792	412	1.1518	0.4475	1.1518	1.0732
No log	4.0990	414	1.1473	0.4419	1.1473	1.0711
No log	4.1188	416	0.9675	0.5078	0.9675	0.9836
No log	4.1386	418	0.8933	0.4979	0.8933	0.9451
No log	4.1584	420	0.9263	0.4985	0.9263	0.9624
No log	4.1782	422	1.0373	0.4971	1.0373	1.0185
No log	4.1980	424	1.0726	0.5009	1.0726	1.0357
No log	4.2178	426	1.0175	0.5069	1.0175	1.0087
No log	4.2376	428	0.9302	0.5047	0.9302	0.9645
No log	4.2574	430	0.8104	0.4675	0.8104	0.9002
No log	4.2772	432	0.7684	0.4853	0.7684	0.8766
No log	4.2970	434	0.7952	0.4781	0.7952	0.8917
No log	4.3168	436	0.8348	0.4475	0.8348	0.9137
No log	4.3366	438	0.9675	0.5	0.9675	0.9836
No log	4.3564	440	1.3699	0.4276	1.3699	1.1704
No log	4.3762	442	1.6978	0.3611	1.6978	1.3030
No log	4.3960	444	1.7082	0.3733	1.7082	1.3070
No log	4.4158	446	1.4673	0.4338	1.4673	1.2113
No log	4.4356	448	1.1616	0.4790	1.1616	1.0778
No log	4.4554	450	1.0361	0.4355	1.0361	1.0179
No log	4.4752	452	1.0349	0.4613	1.0349	1.0173
No log	4.4950	454	1.0172	0.4356	1.0172	1.0086
No log	4.5149	456	1.0502	0.4877	1.0502	1.0248
No log	4.5347	458	1.2934	0.4227	1.2934	1.1373
No log	4.5545	460	1.6797	0.3449	1.6797	1.2960
No log	4.5743	462	1.7517	0.3290	1.7517	1.3235
No log	4.5941	464	1.5938	0.3316	1.5938	1.2625
No log	4.6139	466	1.3083	0.3894	1.3083	1.1438
No log	4.6337	468	0.9851	0.4860	0.9851	0.9925
No log	4.6535	470	0.8075	0.4844	0.8075	0.8986
No log	4.6733	472	0.7770	0.4736	0.7770	0.8815
No log	4.6931	474	0.8040	0.4612	0.8040	0.8967
No log	4.7129	476	0.8709	0.4898	0.8709	0.9332
No log	4.7327	478	0.9450	0.5041	0.9450	0.9721
No log	4.7525	480	1.0463	0.4666	1.0463	1.0229
No log	4.7723	482	1.0175	0.4417	1.0175	1.0087
No log	4.7921	484	0.9073	0.5042	0.9073	0.9525
No log	4.8119	486	0.8018	0.5257	0.8018	0.8955
No log	4.8317	488	0.7791	0.4770	0.7791	0.8827
No log	4.8515	490	0.8150	0.4518	0.8150	0.9028
No log	4.8713	492	0.8303	0.4497	0.8303	0.9112
No log	4.8911	494	0.8313	0.4764	0.8313	0.9117
No log	4.9109	496	0.8476	0.4584	0.8476	0.9207
No log	4.9307	498	0.8429	0.4822	0.8429	0.9181
0.5389	4.9505	500	0.9143	0.5227	0.9143	0.9562
0.5389	4.9703	502	0.9365	0.5123	0.9365	0.9677
0.5389	4.9901	504	0.8979	0.5171	0.8979	0.9476
0.5389	5.0099	506	0.8450	0.5147	0.8450	0.9192
0.5389	5.0297	508	0.7702	0.5235	0.7702	0.8776
0.5389	5.0495	510	0.7665	0.4697	0.7665	0.8755
0.5389	5.0693	512	0.8114	0.4655	0.8114	0.9008
0.5389	5.0891	514	0.8750	0.4956	0.8750	0.9354
0.5389	5.1089	516	0.9949	0.5204	0.9949	0.9975
0.5389	5.1287	518	1.0886	0.4863	1.0886	1.0433
0.5389	5.1485	520	1.0943	0.4622	1.0943	1.0461
0.5389	5.1683	522	1.0269	0.4922	1.0269	1.0134
0.5389	5.1881	524	0.9425	0.5137	0.9425	0.9708
0.5389	5.2079	526	0.8676	0.5176	0.8676	0.9314
0.5389	5.2277	528	0.8294	0.5147	0.8294	0.9107
0.5389	5.2475	530	0.7783	0.5082	0.7783	0.8822
0.5389	5.2673	532	0.7712	0.5298	0.7712	0.8782
0.5389	5.2871	534	0.8055	0.5052	0.8055	0.8975
0.5389	5.3069	536	0.8291	0.4989	0.8291	0.9106
0.5389	5.3267	538	0.8860	0.5388	0.8860	0.9413
0.5389	5.3465	540	0.9072	0.5261	0.9072	0.9525
0.5389	5.3663	542	0.8767	0.5025	0.8767	0.9363
0.5389	5.3861	544	0.8082	0.4748	0.8082	0.8990
0.5389	5.4059	546	0.7724	0.4897	0.7724	0.8789
0.5389	5.4257	548	0.7545	0.5073	0.7545	0.8686
0.5389	5.4455	550	0.7931	0.5143	0.7931	0.8906
0.5389	5.4653	552	0.8946	0.5028	0.8946	0.9459
0.5389	5.4851	554	0.9922	0.4735	0.9922	0.9961
0.5389	5.5050	556	0.9640	0.4735	0.9640	0.9818
0.5389	5.5248	558	0.8577	0.5086	0.8577	0.9261
0.5389	5.5446	560	0.8364	0.4955	0.8364	0.9146
0.5389	5.5644	562	0.8445	0.5178	0.8445	0.9190
0.5389	5.5842	564	0.9118	0.5070	0.9118	0.9549
0.5389	5.6040	566	0.9533	0.4823	0.9533	0.9764
0.5389	5.6238	568	1.0004	0.4802	1.0004	1.0002
0.5389	5.6436	570	1.0063	0.4787	1.0063	1.0031
0.5389	5.6634	572	0.9682	0.4740	0.9682	0.9840
0.5389	5.6832	574	0.9264	0.4804	0.9264	0.9625
0.5389	5.7030	576	0.8793	0.5013	0.8793	0.9377
0.5389	5.7228	578	0.9198	0.4760	0.9198	0.9591
0.5389	5.7426	580	1.0339	0.4504	1.0339	1.0168
0.5389	5.7624	582	1.0918	0.4555	1.0918	1.0449
0.5389	5.7822	584	1.1281	0.4457	1.1281	1.0621
0.5389	5.8020	586	1.0359	0.4683	1.0359	1.0178
0.5389	5.8218	588	0.9079	0.5137	0.9079	0.9528
0.5389	5.8416	590	0.8444	0.5178	0.8444	0.9189
0.5389	5.8614	592	0.8236	0.5188	0.8236	0.9075
0.5389	5.8812	594	0.8417	0.5339	0.8417	0.9174
0.5389	5.9010	596	0.9266	0.4943	0.9266	0.9626
0.5389	5.9208	598	1.0600	0.4723	1.0600	1.0295
0.5389	5.9406	600	1.0833	0.4505	1.0833	1.0408
0.5389	5.9604	602	1.0237	0.4832	1.0237	1.0118
0.5389	5.9802	604	0.9267	0.4743	0.9267	0.9626
0.5389	6.0	606	0.8658	0.5149	0.8658	0.9305
0.5389	6.0198	608	0.8587	0.5082	0.8587	0.9267
0.5389	6.0396	610	0.8855	0.4890	0.8855	0.9410
0.5389	6.0594	612	0.9029	0.4622	0.9029	0.9502
0.5389	6.0792	614	0.9345	0.4644	0.9345	0.9667
0.5389	6.0990	616	0.9347	0.4703	0.9347	0.9668
0.5389	6.1188	618	0.8715	0.4841	0.8715	0.9336
0.5389	6.1386	620	0.8265	0.5397	0.8265	0.9091
0.5389	6.1584	622	0.7635	0.5242	0.7635	0.8738
0.5389	6.1782	624	0.7658	0.4965	0.7658	0.8751
0.5389	6.1980	626	0.8077	0.5474	0.8077	0.8987
0.5389	6.2178	628	0.8551	0.4978	0.8551	0.9247
0.5389	6.2376	630	0.8836	0.4622	0.8836	0.9400
0.5389	6.2574	632	0.9286	0.4652	0.9286	0.9636
0.5389	6.2772	634	0.9591	0.4537	0.9591	0.9793
0.5389	6.2970	636	0.9849	0.4649	0.9849	0.9924
0.5389	6.3168	638	0.9941	0.4649	0.9941	0.9970
0.5389	6.3366	640	0.9362	0.4581	0.9362	0.9676
0.5389	6.3564	642	0.9181	0.4639	0.9181	0.9582
0.5389	6.3762	644	0.9386	0.4684	0.9386	0.9688
0.5389	6.3960	646	1.0116	0.4695	1.0116	1.0058
0.5389	6.4158	648	1.0877	0.4627	1.0877	1.0429
0.5389	6.4356	650	1.0781	0.4581	1.0781	1.0383
0.5389	6.4554	652	0.9795	0.4847	0.9795	0.9897
0.5389	6.4752	654	0.8831	0.4702	0.8831	0.9398
0.5389	6.4950	656	0.8590	0.4559	0.8590	0.9268
0.5389	6.5149	658	0.8625	0.4552	0.8625	0.9287
0.5389	6.5347	660	0.8682	0.4552	0.8682	0.9318
0.5389	6.5545	662	0.8968	0.4657	0.8968	0.9470
0.5389	6.5743	664	0.9234	0.4711	0.9234	0.9609
0.5389	6.5941	666	0.9425	0.4950	0.9425	0.9708
0.5389	6.6139	668	0.9181	0.4950	0.9181	0.9582
0.5389	6.6337	670	0.8703	0.4711	0.8703	0.9329
0.5389	6.6535	672	0.8326	0.4804	0.8326	0.9124
0.5389	6.6733	674	0.8233	0.4798	0.8233	0.9074
0.5389	6.6931	676	0.8319	0.4728	0.8319	0.9121
0.5389	6.7129	678	0.8400	0.4694	0.8400	0.9165
0.5389	6.7327	680	0.8561	0.5084	0.8561	0.9253
0.5389	6.7525	682	0.8926	0.4824	0.8926	0.9448
0.5389	6.7723	684	0.9323	0.4905	0.9323	0.9656
0.5389	6.7921	686	0.9402	0.4899	0.9402	0.9697
0.5389	6.8119	688	0.8982	0.4757	0.8982	0.9477
0.5389	6.8317	690	0.8268	0.5071	0.8268	0.9093
0.5389	6.8515	692	0.7908	0.4861	0.7908	0.8893
0.5389	6.8713	694	0.7897	0.5242	0.7897	0.8886
0.5389	6.8911	696	0.8272	0.5324	0.8272	0.9095
0.5389	6.9109	698	0.8954	0.4821	0.8954	0.9462
0.5389	6.9307	700	0.9189	0.4821	0.9189	0.9586
0.5389	6.9505	702	0.8805	0.4827	0.8805	0.9383
0.5389	6.9703	704	0.7958	0.5195	0.7958	0.8921
0.5389	6.9901	706	0.7367	0.5131	0.7367	0.8583
0.5389	7.0099	708	0.7148	0.5131	0.7148	0.8454
0.5389	7.0297	710	0.7239	0.5131	0.7239	0.8508
0.5389	7.0495	712	0.7420	0.5120	0.7420	0.8614
0.5389	7.0693	714	0.7881	0.5198	0.7881	0.8877
0.5389	7.0891	716	0.8696	0.5113	0.8696	0.9325
0.5389	7.1089	718	0.9872	0.4854	0.9872	0.9936
0.5389	7.1287	720	1.0560	0.4733	1.0560	1.0276
0.5389	7.1485	722	1.0535	0.4733	1.0535	1.0264
0.5389	7.1683	724	0.9832	0.4854	0.9832	0.9916
0.5389	7.1881	726	0.9550	0.4976	0.9550	0.9772
0.5389	7.2079	728	0.9351	0.4884	0.9351	0.9670
0.5389	7.2277	730	0.9099	0.4903	0.9099	0.9539
0.5389	7.2475	732	0.9195	0.4897	0.9195	0.9589
0.5389	7.2673	734	0.9582	0.4818	0.9582	0.9789
0.5389	7.2871	736	0.9622	0.4880	0.9622	0.9809
0.5389	7.3069	738	0.9583	0.4829	0.9583	0.9789
0.5389	7.3267	740	0.9146	0.4681	0.9146	0.9563
0.5389	7.3465	742	0.8707	0.4913	0.8707	0.9331
0.5389	7.3663	744	0.8475	0.4934	0.8475	0.9206
0.5389	7.3861	746	0.8401	0.4934	0.8401	0.9166
0.5389	7.4059	748	0.8530	0.5297	0.8530	0.9236
0.5389	7.4257	750	0.8974	0.4749	0.8974	0.9473
0.5389	7.4455	752	0.9425	0.4612	0.9425	0.9708
0.5389	7.4653	754	0.9528	0.4612	0.9528	0.9761
0.5389	7.4851	756	0.9481	0.4628	0.9481	0.9737
0.5389	7.5050	758	0.9379	0.4809	0.9379	0.9685
0.5389	7.5248	760	0.8925	0.5051	0.8925	0.9447
0.5389	7.5446	762	0.8598	0.5134	0.8598	0.9273
0.5389	7.5644	764	0.8426	0.5159	0.8426	0.9179
0.5389	7.5842	766	0.8411	0.5149	0.8411	0.9171
0.5389	7.6040	768	0.8430	0.4979	0.8430	0.9182
0.5389	7.6238	770	0.8723	0.4752	0.8723	0.9340
0.5389	7.6436	772	0.8846	0.4685	0.8846	0.9406
0.5389	7.6634	774	0.9122	0.4875	0.9122	0.9551
0.5389	7.6832	776	0.9584	0.4857	0.9584	0.9790
0.5389	7.7030	778	1.0247	0.4843	1.0247	1.0123
0.5389	7.7228	780	1.0700	0.4729	1.0700	1.0344
0.5389	7.7426	782	1.1225	0.4718	1.1225	1.0595
0.5389	7.7624	784	1.1916	0.4656	1.1916	1.0916
0.5389	7.7822	786	1.2097	0.4735	1.2097	1.0999
0.5389	7.8020	788	1.1635	0.4747	1.1635	1.0787
0.5389	7.8218	790	1.0801	0.4880	1.0801	1.0393
0.5389	7.8416	792	0.9919	0.4970	0.9919	0.9959
0.5389	7.8614	794	0.9188	0.4971	0.9188	0.9585
0.5389	7.8812	796	0.8767	0.4893	0.8767	0.9363
0.5389	7.9010	798	0.8635	0.5196	0.8635	0.9293
0.5389	7.9208	800	0.8588	0.5095	0.8588	0.9267
0.5389	7.9406	802	0.8892	0.5071	0.8892	0.9430
0.5389	7.9604	804	0.9477	0.4804	0.9477	0.9735
0.5389	7.9802	806	1.0416	0.4957	1.0416	1.0206
0.5389	8.0	808	1.1160	0.4869	1.1160	1.0564
0.5389	8.0198	810	1.1410	0.4764	1.1410	1.0682
0.5389	8.0396	812	1.1106	0.4819	1.1106	1.0539
0.5389	8.0594	814	1.0706	0.4846	1.0706	1.0347
0.5389	8.0792	816	1.0083	0.5024	1.0083	1.0041
0.5389	8.0990	818	0.9481	0.4928	0.9481	0.9737
0.5389	8.1188	820	0.9053	0.5194	0.9053	0.9515
0.5389	8.1386	822	0.8898	0.5097	0.8898	0.9433
0.5389	8.1584	824	0.8646	0.5074	0.8646	0.9298
0.5389	8.1782	826	0.8545	0.5140	0.8545	0.9244
0.5389	8.1980	828	0.8606	0.5066	0.8606	0.9277
0.5389	8.2178	830	0.8938	0.5149	0.8938	0.9454
0.5389	8.2376	832	0.9131	0.5184	0.9131	0.9555
0.5389	8.2574	834	0.9406	0.4926	0.9406	0.9699
0.5389	8.2772	836	0.9670	0.4803	0.9670	0.9834
0.5389	8.2970	838	0.9809	0.4803	0.9809	0.9904
0.5389	8.3168	840	0.9678	0.5206	0.9678	0.9837
0.5389	8.3366	842	0.9407	0.5157	0.9407	0.9699
0.5389	8.3564	844	0.9327	0.5157	0.9327	0.9658
0.5389	8.3762	846	0.9458	0.5206	0.9458	0.9725
0.5389	8.3960	848	0.9379	0.4983	0.9379	0.9685
0.5389	8.4158	850	0.9300	0.4750	0.9300	0.9644
0.5389	8.4356	852	0.9055	0.4983	0.9055	0.9516
0.5389	8.4554	854	0.8652	0.5005	0.8652	0.9302
0.5389	8.4752	856	0.8277	0.5082	0.8277	0.9098
0.5389	8.4950	858	0.8047	0.5297	0.8047	0.8970
0.5389	8.5149	860	0.7968	0.5445	0.7968	0.8927
0.5389	8.5347	862	0.7988	0.5265	0.7988	0.8938
0.5389	8.5545	864	0.8210	0.5223	0.8210	0.9061
0.5389	8.5743	866	0.8622	0.5055	0.8622	0.9285
0.5389	8.5941	868	0.8908	0.5055	0.8908	0.9438
0.5389	8.6139	870	0.9280	0.4701	0.9280	0.9633
0.5389	8.6337	872	0.9527	0.4755	0.9527	0.9761
0.5389	8.6535	874	0.9496	0.4818	0.9496	0.9745
0.5389	8.6733	876	0.9569	0.4818	0.9569	0.9782
0.5389	8.6931	878	0.9621	0.4990	0.9621	0.9809
0.5389	8.7129	880	0.9696	0.4990	0.9696	0.9847
0.5389	8.7327	882	0.9540	0.5220	0.9540	0.9767
0.5389	8.7525	884	0.9297	0.5249	0.9297	0.9642
0.5389	8.7723	886	0.9264	0.5249	0.9264	0.9625
0.5389	8.7921	888	0.9382	0.5292	0.9382	0.9686
0.5389	8.8119	890	0.9476	0.5292	0.9476	0.9734
0.5389	8.8317	892	0.9572	0.4990	0.9572	0.9784
0.5389	8.8515	894	0.9487	0.5157	0.9487	0.9740
0.5389	8.8713	896	0.9322	0.5062	0.9322	0.9655
0.5389	8.8911	898	0.9014	0.5249	0.9014	0.9494
0.5389	8.9109	900	0.8820	0.5249	0.8820	0.9391
0.5389	8.9307	902	0.8799	0.5249	0.8799	0.9380
0.5389	8.9505	904	0.8802	0.5249	0.8802	0.9382
0.5389	8.9703	906	0.8919	0.5070	0.8919	0.9444
0.5389	8.9901	908	0.9090	0.4933	0.9090	0.9534
0.5389	9.0099	910	0.9338	0.4983	0.9338	0.9663
0.5389	9.0297	912	0.9479	0.4983	0.9479	0.9736
0.5389	9.0495	914	0.9444	0.4983	0.9444	0.9718
0.5389	9.0693	916	0.9206	0.4933	0.9206	0.9595
0.5389	9.0891	918	0.9002	0.4933	0.9002	0.9488
0.5389	9.1089	920	0.8800	0.5299	0.8800	0.9381
0.5389	9.1287	922	0.8563	0.5259	0.8563	0.9254
0.5389	9.1485	924	0.8390	0.5119	0.8390	0.9160
0.5389	9.1683	926	0.8299	0.5015	0.8299	0.9110
0.5389	9.1881	928	0.8275	0.5015	0.8275	0.9097
0.5389	9.2079	930	0.8344	0.5015	0.8344	0.9135
0.5389	9.2277	932	0.8490	0.5057	0.8490	0.9214
0.5389	9.2475	934	0.8726	0.5158	0.8726	0.9341
0.5389	9.2673	936	0.9065	0.5249	0.9065	0.9521
0.5389	9.2871	938	0.9425	0.4935	0.9425	0.9708
0.5389	9.3069	940	0.9673	0.4803	0.9673	0.9835
0.5389	9.3267	942	0.9761	0.4803	0.9761	0.9880
0.5389	9.3465	944	0.9768	0.4803	0.9768	0.9883
0.5389	9.3663	946	0.9680	0.4803	0.9680	0.9839
0.5389	9.3861	948	0.9516	0.4920	0.9516	0.9755
0.5389	9.4059	950	0.9368	0.4819	0.9368	0.9679
0.5389	9.4257	952	0.9254	0.4819	0.9254	0.9620
0.5389	9.4455	954	0.9213	0.4884	0.9213	0.9598
0.5389	9.4653	956	0.9164	0.4884	0.9164	0.9573
0.5389	9.4851	958	0.9144	0.4884	0.9144	0.9563
0.5389	9.5050	960	0.9124	0.4884	0.9124	0.9552
0.5389	9.5248	962	0.9197	0.4884	0.9197	0.9590
0.5389	9.5446	964	0.9328	0.4884	0.9328	0.9658
0.5389	9.5644	966	0.9460	0.4884	0.9460	0.9726
0.5389	9.5842	968	0.9542	0.4935	0.9542	0.9768
0.5389	9.6040	970	0.9637	0.4872	0.9637	0.9817
0.5389	9.6238	972	0.9678	0.4755	0.9678	0.9838
0.5389	9.6436	974	0.9686	0.4755	0.9686	0.9842
0.5389	9.6634	976	0.9685	0.4755	0.9685	0.9841
0.5389	9.6832	978	0.9680	0.4818	0.9680	0.9839
0.5389	9.7030	980	0.9681	0.4818	0.9681	0.9839
0.5389	9.7228	982	0.9671	0.4818	0.9671	0.9834
0.5389	9.7426	984	0.9653	0.4818	0.9653	0.9825
0.5389	9.7624	986	0.9615	0.4818	0.9615	0.9806
0.5389	9.7822	988	0.9564	0.4935	0.9564	0.9779
0.5389	9.8020	990	0.9501	0.4935	0.9501	0.9747
0.5389	9.8218	992	0.9446	0.4935	0.9446	0.9719
0.5389	9.8416	994	0.9405	0.4935	0.9405	0.9698
0.5389	9.8614	996	0.9371	0.4935	0.9371	0.9680
0.5389	9.8812	998	0.9337	0.4935	0.9337	0.9663
0.0653	9.9010	1000	0.9302	0.4935	0.9302	0.9645
0.0653	9.9208	1002	0.9276	0.4935	0.9276	0.9631
0.0653	9.9406	1004	0.9253	0.4884	0.9253	0.9619
0.0653	9.9604	1006	0.9240	0.4884	0.9240	0.9613
0.0653	9.9802	1008	0.9236	0.4884	0.9236	0.9610
0.0653	10.0	1010	0.9232	0.4884	0.9232	0.9608

Framework versions

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