ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_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: 0.8056
• Qwk: 0.5412
• Mse: 0.8056
• Rmse: 0.8976

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	0.0179	2	3.9439	-0.0062	3.9439	1.9859
No log	0.0357	4	1.7575	0.0687	1.7575	1.3257
No log	0.0536	6	1.3834	0.0743	1.3834	1.1762
No log	0.0714	8	1.2366	-0.0260	1.2366	1.1120
No log	0.0893	10	0.7722	0.1598	0.7722	0.8788
No log	0.1071	12	0.6552	0.2200	0.6552	0.8095
No log	0.125	14	0.6385	0.2108	0.6385	0.7991
No log	0.1429	16	0.6660	0.2765	0.6660	0.8161
No log	0.1607	18	0.6720	0.2419	0.6720	0.8197
No log	0.1786	20	0.5998	0.3131	0.5998	0.7745
No log	0.1964	22	0.6695	0.1636	0.6695	0.8182
No log	0.2143	24	0.7153	0.1314	0.7153	0.8458
No log	0.2321	26	0.7087	0.1314	0.7087	0.8418
No log	0.25	28	0.6442	0.2946	0.6442	0.8026
No log	0.2679	30	0.5724	0.3680	0.5724	0.7566
No log	0.2857	32	0.8162	0.2484	0.8162	0.9035
No log	0.3036	34	1.0268	0.3009	1.0268	1.0133
No log	0.3214	36	0.9492	0.2641	0.9492	0.9743
No log	0.3393	38	0.6772	0.3123	0.6772	0.8229
No log	0.3571	40	0.5626	0.3784	0.5626	0.7501
No log	0.375	42	0.5422	0.3645	0.5422	0.7363
No log	0.3929	44	0.5561	0.4069	0.5561	0.7458
No log	0.4107	46	0.6309	0.4	0.6309	0.7943
No log	0.4286	48	0.7181	0.3960	0.7181	0.8474
No log	0.4464	50	0.7459	0.3907	0.7459	0.8636
No log	0.4643	52	0.6620	0.4929	0.6620	0.8137
No log	0.4821	54	0.5938	0.5428	0.5938	0.7706
No log	0.5	56	0.6298	0.5440	0.6298	0.7936
No log	0.5179	58	0.7030	0.5081	0.7030	0.8385
No log	0.5357	60	0.8249	0.5077	0.8249	0.9082
No log	0.5536	62	0.9740	0.4100	0.9740	0.9869
No log	0.5714	64	1.0677	0.3930	1.0677	1.0333
No log	0.5893	66	1.0164	0.4503	1.0164	1.0082
No log	0.6071	68	0.9278	0.4673	0.9278	0.9632
No log	0.625	70	0.9534	0.4690	0.9534	0.9764
No log	0.6429	72	1.0807	0.4095	1.0807	1.0396
No log	0.6607	74	1.0122	0.4114	1.0122	1.0061
No log	0.6786	76	0.7455	0.4690	0.7455	0.8634
No log	0.6964	78	0.6844	0.5152	0.6844	0.8273
No log	0.7143	80	0.8656	0.4701	0.8656	0.9304
No log	0.7321	82	1.1492	0.3834	1.1492	1.0720
No log	0.75	84	1.2196	0.3684	1.2196	1.1044
No log	0.7679	86	1.0654	0.4226	1.0654	1.0322
No log	0.7857	88	1.1490	0.4107	1.1490	1.0719
No log	0.8036	90	1.1951	0.3731	1.1951	1.0932
No log	0.8214	92	1.1546	0.3963	1.1546	1.0745
No log	0.8393	94	0.8336	0.5052	0.8336	0.9130
No log	0.8571	96	0.6582	0.5608	0.6582	0.8113
No log	0.875	98	0.6250	0.5702	0.6250	0.7906
No log	0.8929	100	0.6613	0.5091	0.6613	0.8132
No log	0.9107	102	0.7001	0.5509	0.7001	0.8367
No log	0.9286	104	0.8784	0.4723	0.8784	0.9372
No log	0.9464	106	1.2904	0.4290	1.2904	1.1359
No log	0.9643	108	1.5062	0.3767	1.5062	1.2273
No log	0.9821	110	1.4418	0.3642	1.4418	1.2007
No log	1.0	112	1.5807	0.3180	1.5807	1.2572
No log	1.0179	114	1.7608	0.3479	1.7608	1.3269
No log	1.0357	116	1.5638	0.3616	1.5638	1.2505
No log	1.0536	118	1.3358	0.4098	1.3358	1.1558
No log	1.0714	120	1.3994	0.4088	1.3994	1.1830
No log	1.0893	122	1.4714	0.3933	1.4714	1.2130
No log	1.1071	124	1.4362	0.3794	1.4362	1.1984
No log	1.125	126	1.2204	0.4278	1.2204	1.1047
No log	1.1429	128	1.0115	0.4766	1.0115	1.0057
No log	1.1607	130	0.8376	0.5045	0.8376	0.9152
No log	1.1786	132	0.8787	0.5274	0.8787	0.9374
No log	1.1964	134	1.1266	0.4822	1.1266	1.0614
No log	1.2143	136	1.6577	0.3841	1.6577	1.2875
No log	1.2321	138	1.5057	0.3303	1.5057	1.2271
No log	1.25	140	1.0787	0.3991	1.0787	1.0386
No log	1.2679	142	1.0636	0.4142	1.0636	1.0313
No log	1.2857	144	1.2296	0.3838	1.2296	1.1089
No log	1.3036	146	1.2539	0.4313	1.2539	1.1198
No log	1.3214	148	1.2174	0.4692	1.2174	1.1033
No log	1.3393	150	1.1080	0.4929	1.1080	1.0526
No log	1.3571	152	0.8537	0.5137	0.8537	0.9240
No log	1.375	154	0.7711	0.5736	0.7711	0.8781
No log	1.3929	156	0.8262	0.5514	0.8262	0.9090
No log	1.4107	158	0.9219	0.5042	0.9219	0.9602
No log	1.4286	160	1.2776	0.4256	1.2776	1.1303
No log	1.4464	162	1.7404	0.3984	1.7404	1.3192
No log	1.4643	164	1.9665	0.3622	1.9665	1.4023
No log	1.4821	166	1.7326	0.3841	1.7326	1.3163
No log	1.5	168	1.2625	0.4356	1.2625	1.1236
No log	1.5179	170	0.9412	0.4893	0.9412	0.9701
No log	1.5357	172	0.8495	0.5101	0.8495	0.9217
No log	1.5536	174	0.8449	0.5331	0.8449	0.9192
No log	1.5714	176	0.8751	0.5047	0.8751	0.9354
No log	1.5893	178	0.9350	0.4968	0.9350	0.9669
No log	1.6071	180	0.8618	0.5056	0.8618	0.9283
No log	1.625	182	0.7148	0.5289	0.7148	0.8454
No log	1.6429	184	0.6906	0.5008	0.6906	0.8310
No log	1.6607	186	0.6726	0.4978	0.6726	0.8201
No log	1.6786	188	0.7093	0.4785	0.7093	0.8422
No log	1.6964	190	0.7839	0.4878	0.7839	0.8854
No log	1.7143	192	0.8326	0.4804	0.8326	0.9125
No log	1.7321	194	0.9681	0.4386	0.9681	0.9839
No log	1.75	196	1.1011	0.4264	1.1011	1.0493
No log	1.7679	198	1.2994	0.3663	1.2994	1.1399
No log	1.7857	200	1.5137	0.3790	1.5137	1.2303
No log	1.8036	202	1.7001	0.3532	1.7001	1.3039
No log	1.8214	204	1.4723	0.3382	1.4723	1.2134
No log	1.8393	206	1.1631	0.4153	1.1631	1.0785
No log	1.8571	208	0.8374	0.4354	0.8374	0.9151
No log	1.875	210	0.7578	0.5325	0.7578	0.8705
No log	1.8929	212	0.7463	0.5697	0.7463	0.8639
No log	1.9107	214	0.8075	0.5255	0.8075	0.8986
No log	1.9286	216	0.8536	0.5019	0.8536	0.9239
No log	1.9464	218	0.8691	0.5068	0.8691	0.9323
No log	1.9643	220	0.8647	0.5074	0.8647	0.9299
No log	1.9821	222	0.8711	0.4893	0.8711	0.9333
No log	2.0	224	0.8912	0.4694	0.8912	0.9440
No log	2.0179	226	0.8862	0.5012	0.8862	0.9414
No log	2.0357	228	0.9618	0.4123	0.9618	0.9807
No log	2.0536	230	0.9747	0.4169	0.9747	0.9873
No log	2.0714	232	1.0021	0.4426	1.0021	1.0010
No log	2.0893	234	1.0430	0.4326	1.0430	1.0213
No log	2.1071	236	1.1866	0.4670	1.1866	1.0893
No log	2.125	238	1.2056	0.4705	1.2056	1.0980
No log	2.1429	240	1.1168	0.4610	1.1168	1.0568
No log	2.1607	242	1.0136	0.4689	1.0136	1.0068
No log	2.1786	244	0.9030	0.4785	0.9030	0.9503
No log	2.1964	246	0.9664	0.4551	0.9664	0.9831
No log	2.2143	248	1.1453	0.4471	1.1453	1.0702
No log	2.2321	250	1.3220	0.4506	1.3220	1.1498
No log	2.25	252	1.3038	0.4414	1.3038	1.1418
No log	2.2679	254	1.1042	0.4628	1.1042	1.0508
No log	2.2857	256	0.8709	0.4794	0.8709	0.9332
No log	2.3036	258	0.8144	0.5071	0.8144	0.9025
No log	2.3214	260	0.8533	0.4883	0.8533	0.9238
No log	2.3393	262	0.9587	0.4626	0.9587	0.9792
No log	2.3571	264	1.0344	0.4587	1.0344	1.0171
No log	2.375	266	1.0767	0.4820	1.0767	1.0376
No log	2.3929	268	0.9829	0.4858	0.9829	0.9914
No log	2.4107	270	0.8634	0.5252	0.8634	0.9292
No log	2.4286	272	0.7352	0.5421	0.7352	0.8575
No log	2.4464	274	0.7024	0.5405	0.7024	0.8381
No log	2.4643	276	0.7517	0.5438	0.7517	0.8670
No log	2.4821	278	0.9159	0.5063	0.9159	0.9570
No log	2.5	280	1.2403	0.4741	1.2403	1.1137
No log	2.5179	282	1.2932	0.4511	1.2932	1.1372
No log	2.5357	284	1.1013	0.4619	1.1013	1.0494
No log	2.5536	286	1.0521	0.4642	1.0521	1.0257
No log	2.5714	288	1.0746	0.4707	1.0746	1.0366
No log	2.5893	290	1.0411	0.4847	1.0411	1.0204
No log	2.6071	292	1.0215	0.4799	1.0215	1.0107
No log	2.625	294	1.1090	0.4805	1.1090	1.0531
No log	2.6429	296	1.2517	0.4351	1.2517	1.1188
No log	2.6607	298	1.2988	0.4206	1.2988	1.1396
No log	2.6786	300	1.3312	0.4083	1.3312	1.1538
No log	2.6964	302	1.2227	0.4346	1.2227	1.1058
No log	2.7143	304	1.0969	0.4623	1.0969	1.0473
No log	2.7321	306	0.9747	0.5431	0.9747	0.9873
No log	2.75	308	0.9733	0.5355	0.9733	0.9865
No log	2.7679	310	1.0348	0.5046	1.0348	1.0173
No log	2.7857	312	1.1401	0.4746	1.1401	1.0678
No log	2.8036	314	1.1222	0.4616	1.1222	1.0594
No log	2.8214	316	0.9910	0.4605	0.9910	0.9955
No log	2.8393	318	0.7747	0.5383	0.7747	0.8802
No log	2.8571	320	0.6676	0.5411	0.6676	0.8171
No log	2.875	322	0.6613	0.5039	0.6613	0.8132
No log	2.8929	324	0.6772	0.5226	0.6772	0.8229
No log	2.9107	326	0.8128	0.5171	0.8128	0.9016
No log	2.9286	328	1.0753	0.4202	1.0753	1.0370
No log	2.9464	330	1.1468	0.4337	1.1468	1.0709
No log	2.9643	332	1.0050	0.4329	1.0050	1.0025
No log	2.9821	334	0.8074	0.4936	0.8074	0.8986
No log	3.0	336	0.6991	0.5562	0.6991	0.8361
No log	3.0179	338	0.6836	0.5397	0.6836	0.8268
No log	3.0357	340	0.7047	0.54	0.7047	0.8395
No log	3.0536	342	0.8146	0.4985	0.8146	0.9026
No log	3.0714	344	1.0381	0.4694	1.0381	1.0189
No log	3.0893	346	1.1100	0.4880	1.1100	1.0536
No log	3.1071	348	1.0203	0.4924	1.0203	1.0101
No log	3.125	350	0.8502	0.4910	0.8502	0.9221
No log	3.1429	352	0.7837	0.5142	0.7837	0.8853
No log	3.1607	354	0.8262	0.4937	0.8262	0.9090
No log	3.1786	356	0.9497	0.4989	0.9497	0.9745
No log	3.1964	358	1.0506	0.4650	1.0506	1.0250
No log	3.2143	360	1.0554	0.4609	1.0554	1.0273
No log	3.2321	362	1.0313	0.4822	1.0313	1.0155
No log	3.25	364	0.9336	0.5244	0.9336	0.9662
No log	3.2679	366	0.8475	0.5579	0.8475	0.9206
No log	3.2857	368	0.8237	0.5569	0.8237	0.9076
No log	3.3036	370	0.8918	0.5317	0.8918	0.9443
No log	3.3214	372	1.0322	0.4866	1.0322	1.0160
No log	3.3393	374	1.0932	0.4589	1.0932	1.0456
No log	3.3571	376	1.0149	0.4703	1.0149	1.0074
No log	3.375	378	1.0063	0.4650	1.0063	1.0032
No log	3.3929	380	0.9779	0.4537	0.9779	0.9889
No log	3.4107	382	0.9800	0.4573	0.9800	0.9900
No log	3.4286	384	0.9378	0.4762	0.9378	0.9684
No log	3.4464	386	0.9332	0.4605	0.9332	0.9660
No log	3.4643	388	0.9814	0.4377	0.9814	0.9907
No log	3.4821	390	1.0239	0.4542	1.0239	1.0119
No log	3.5	392	1.1438	0.4636	1.1438	1.0695
No log	3.5179	394	1.1377	0.4425	1.1377	1.0666
No log	3.5357	396	0.9546	0.4666	0.9546	0.9770
No log	3.5536	398	0.7196	0.5078	0.7196	0.8483
No log	3.5714	400	0.6253	0.5738	0.6253	0.7908
No log	3.5893	402	0.6224	0.5811	0.6224	0.7889
No log	3.6071	404	0.6795	0.5418	0.6795	0.8243
No log	3.625	406	0.8421	0.5269	0.8421	0.9176
No log	3.6429	408	0.9605	0.4886	0.9605	0.9800
No log	3.6607	410	0.9643	0.4886	0.9643	0.9820
No log	3.6786	412	0.8153	0.5175	0.8153	0.9030
No log	3.6964	414	0.6524	0.5646	0.6524	0.8077
No log	3.7143	416	0.6260	0.5969	0.6260	0.7912
No log	3.7321	418	0.6496	0.5823	0.6496	0.8060
No log	3.75	420	0.7193	0.5307	0.7193	0.8481
No log	3.7679	422	0.9229	0.5112	0.9229	0.9607
No log	3.7857	424	1.1508	0.5082	1.1508	1.0728
No log	3.8036	426	1.2664	0.4895	1.2664	1.1254
No log	3.8214	428	1.1928	0.4701	1.1928	1.0922
No log	3.8393	430	1.0193	0.4791	1.0193	1.0096
No log	3.8571	432	0.8659	0.4944	0.8659	0.9306
No log	3.875	434	0.8219	0.5007	0.8219	0.9066
No log	3.8929	436	0.8164	0.4934	0.8164	0.9035
No log	3.9107	438	0.8865	0.5062	0.8865	0.9415
No log	3.9286	440	1.0037	0.4674	1.0037	1.0019
No log	3.9464	442	1.0320	0.4764	1.0320	1.0159
No log	3.9643	444	1.0527	0.4640	1.0527	1.0260
No log	3.9821	446	0.9484	0.4951	0.9484	0.9739
No log	4.0	448	0.8164	0.5617	0.8164	0.9035
No log	4.0179	450	0.7178	0.5790	0.7178	0.8472
No log	4.0357	452	0.7173	0.5724	0.7173	0.8469
No log	4.0536	454	0.7564	0.5656	0.7564	0.8697
No log	4.0714	456	0.8812	0.5567	0.8812	0.9387
No log	4.0893	458	0.9800	0.5254	0.9800	0.9899
No log	4.1071	460	0.9726	0.5101	0.9726	0.9862
No log	4.125	462	0.9475	0.5349	0.9475	0.9734
No log	4.1429	464	0.9142	0.5339	0.9142	0.9562
No log	4.1607	466	0.8706	0.5426	0.8706	0.9331
No log	4.1786	468	0.8736	0.5532	0.8736	0.9347
No log	4.1964	470	0.8105	0.5507	0.8105	0.9003
No log	4.2143	472	0.7698	0.5479	0.7698	0.8774
No log	4.2321	474	0.7391	0.5529	0.7391	0.8597
No log	4.25	476	0.6868	0.5489	0.6868	0.8287
No log	4.2679	478	0.6472	0.5587	0.6472	0.8045
No log	4.2857	480	0.6672	0.5935	0.6672	0.8168
No log	4.3036	482	0.7589	0.5697	0.7589	0.8711
No log	4.3214	484	0.8403	0.5780	0.8403	0.9167
No log	4.3393	486	0.9774	0.5448	0.9774	0.9887
No log	4.3571	488	1.0953	0.5116	1.0953	1.0466
No log	4.375	490	1.1132	0.4974	1.1132	1.0551
No log	4.3929	492	1.1130	0.4743	1.1130	1.0550
No log	4.4107	494	1.0477	0.4740	1.0477	1.0236
No log	4.4286	496	0.9713	0.5024	0.9713	0.9855
No log	4.4464	498	0.9269	0.4863	0.9269	0.9628
0.4537	4.4643	500	0.9619	0.4728	0.9619	0.9808
0.4537	4.4821	502	1.0508	0.4407	1.0508	1.0251
0.4537	4.5	504	1.0628	0.4166	1.0628	1.0309
0.4537	4.5179	506	1.1053	0.4196	1.1053	1.0513
0.4537	4.5357	508	1.2010	0.3861	1.2010	1.0959
0.4537	4.5536	510	1.2111	0.3919	1.2111	1.1005
0.4537	4.5714	512	1.1046	0.4292	1.1046	1.0510
0.4537	4.5893	514	1.0323	0.4513	1.0323	1.0160
0.4537	4.6071	516	1.0143	0.4570	1.0143	1.0071
0.4537	4.625	518	1.0235	0.4632	1.0235	1.0117
0.4537	4.6429	520	1.0637	0.4780	1.0637	1.0314
0.4537	4.6607	522	1.1008	0.4818	1.1008	1.0492
0.4537	4.6786	524	1.0105	0.4794	1.0105	1.0053
0.4537	4.6964	526	0.8589	0.4905	0.8589	0.9268
0.4537	4.7143	528	0.7749	0.5203	0.7749	0.8803
0.4537	4.7321	530	0.7165	0.5346	0.7165	0.8464
0.4537	4.75	532	0.7318	0.5585	0.7318	0.8554
0.4537	4.7679	534	0.7540	0.5331	0.7540	0.8683
0.4537	4.7857	536	0.8289	0.5221	0.8289	0.9104
0.4537	4.8036	538	0.8260	0.5221	0.8260	0.9088
0.4537	4.8214	540	0.8499	0.5295	0.8499	0.9219
0.4537	4.8393	542	0.8008	0.4813	0.8008	0.8949
0.4537	4.8571	544	0.7745	0.5128	0.7745	0.8800
0.4537	4.875	546	0.7740	0.4885	0.7740	0.8798
0.4537	4.8929	548	0.7887	0.4809	0.7887	0.8881
0.4537	4.9107	550	0.8253	0.5177	0.8253	0.9084
0.4537	4.9286	552	0.8995	0.5232	0.8995	0.9484
0.4537	4.9464	554	0.8666	0.5232	0.8666	0.9309
0.4537	4.9643	556	0.7769	0.5305	0.7769	0.8814
0.4537	4.9821	558	0.6853	0.5397	0.6853	0.8278
0.4537	5.0	560	0.6743	0.5416	0.6743	0.8212
0.4537	5.0179	562	0.7350	0.5533	0.7350	0.8573
0.4537	5.0357	564	0.8227	0.5443	0.8227	0.9070
0.4537	5.0536	566	0.8828	0.5379	0.8828	0.9396
0.4537	5.0714	568	0.9332	0.5134	0.9332	0.9660
0.4537	5.0893	570	0.9640	0.5245	0.9640	0.9818
0.4537	5.1071	572	1.0364	0.5124	1.0364	1.0180
0.4537	5.125	574	1.0530	0.5122	1.0530	1.0262
0.4537	5.1429	576	0.9466	0.5121	0.9466	0.9729
0.4537	5.1607	578	0.8021	0.5181	0.8021	0.8956
0.4537	5.1786	580	0.7376	0.5157	0.7376	0.8588
0.4537	5.1964	582	0.7295	0.5232	0.7295	0.8541
0.4537	5.2143	584	0.7690	0.5487	0.7690	0.8769
0.4537	5.2321	586	0.8170	0.5317	0.8170	0.9039
0.4537	5.25	588	0.8048	0.5213	0.8048	0.8971
0.4537	5.2679	590	0.7544	0.5128	0.7544	0.8686
0.4537	5.2857	592	0.7254	0.5350	0.7254	0.8517
0.4537	5.3036	594	0.7203	0.5304	0.7203	0.8487
0.4537	5.3214	596	0.7477	0.5487	0.7477	0.8647
0.4537	5.3393	598	0.8121	0.5325	0.8121	0.9012
0.4537	5.3571	600	0.8350	0.4862	0.8350	0.9138
0.4537	5.375	602	0.7864	0.5148	0.7864	0.8868
0.4537	5.3929	604	0.7184	0.5557	0.7184	0.8476
0.4537	5.4107	606	0.7020	0.5442	0.7020	0.8378
0.4537	5.4286	608	0.7247	0.5669	0.7247	0.8513
0.4537	5.4464	610	0.7376	0.5464	0.7376	0.8588
0.4537	5.4643	612	0.7558	0.5621	0.7558	0.8693
0.4537	5.4821	614	0.7759	0.5736	0.7759	0.8809
0.4537	5.5	616	0.7894	0.5698	0.7894	0.8885
0.4537	5.5179	618	0.7599	0.5661	0.7599	0.8717
0.4537	5.5357	620	0.7076	0.5683	0.7076	0.8412
0.4537	5.5536	622	0.6959	0.5644	0.6959	0.8342
0.4537	5.5714	624	0.7364	0.5261	0.7364	0.8582
0.4537	5.5893	626	0.8118	0.5288	0.8118	0.9010
0.4537	5.6071	628	0.8710	0.5033	0.8710	0.9333
0.4537	5.625	630	0.8763	0.4961	0.8763	0.9361
0.4537	5.6429	632	0.8401	0.5101	0.8401	0.9166
0.4537	5.6607	634	0.8188	0.5101	0.8188	0.9049
0.4537	5.6786	636	0.8283	0.5101	0.8283	0.9101
0.4537	5.6964	638	0.7960	0.5101	0.7960	0.8922
0.4537	5.7143	640	0.8043	0.5226	0.8043	0.8968
0.4537	5.7321	642	0.8142	0.5035	0.8142	0.9023
0.4537	5.75	644	0.8469	0.4824	0.8469	0.9203
0.4537	5.7679	646	0.8681	0.4824	0.8681	0.9317
0.4537	5.7857	648	0.8693	0.4824	0.8693	0.9323
0.4537	5.8036	650	0.8109	0.5417	0.8109	0.9005
0.4537	5.8214	652	0.7880	0.5375	0.7880	0.8877
0.4537	5.8393	654	0.7681	0.5527	0.7681	0.8764
0.4537	5.8571	656	0.7297	0.5584	0.7297	0.8542
0.4537	5.875	658	0.6877	0.5760	0.6877	0.8293
0.4537	5.8929	660	0.6575	0.5685	0.6575	0.8109
0.4537	5.9107	662	0.6610	0.5533	0.6610	0.8130
0.4537	5.9286	664	0.6956	0.5586	0.6956	0.8340
0.4537	5.9464	666	0.7251	0.5505	0.7251	0.8515
0.4537	5.9643	668	0.7400	0.5532	0.7400	0.8602
0.4537	5.9821	670	0.7521	0.5467	0.7521	0.8672
0.4537	6.0	672	0.7079	0.5311	0.7079	0.8414
0.4537	6.0179	674	0.6975	0.5281	0.6975	0.8352
0.4537	6.0357	676	0.7086	0.5142	0.7086	0.8418
0.4537	6.0536	678	0.7220	0.5665	0.7220	0.8497
0.4537	6.0714	680	0.7610	0.5570	0.7610	0.8723
0.4537	6.0893	682	0.7897	0.5156	0.7897	0.8887
0.4537	6.1071	684	0.7927	0.5129	0.7927	0.8903
0.4537	6.125	686	0.7635	0.5305	0.7635	0.8738
0.4537	6.1429	688	0.7679	0.5293	0.7679	0.8763
0.4537	6.1607	690	0.8125	0.5254	0.8125	0.9014
0.4537	6.1786	692	0.8453	0.4973	0.8453	0.9194
0.4537	6.1964	694	0.8082	0.5044	0.8082	0.8990
0.4537	6.2143	696	0.7624	0.5554	0.7624	0.8731
0.4537	6.2321	698	0.6943	0.5674	0.6943	0.8332
0.4537	6.25	700	0.6276	0.5874	0.6276	0.7922
0.4537	6.2679	702	0.6133	0.5828	0.6133	0.7831
0.4537	6.2857	704	0.6356	0.5869	0.6356	0.7972
0.4537	6.3036	706	0.6895	0.5911	0.6895	0.8303
0.4537	6.3214	708	0.7663	0.5716	0.7663	0.8754
0.4537	6.3393	710	0.8441	0.5249	0.8441	0.9187
0.4537	6.3571	712	0.9159	0.5263	0.9159	0.9570
0.4537	6.375	714	0.9085	0.5197	0.9085	0.9532
0.4537	6.3929	716	0.8313	0.5375	0.8313	0.9118
0.4537	6.4107	718	0.7549	0.5570	0.7549	0.8689
0.4537	6.4286	720	0.7024	0.5360	0.7024	0.8381
0.4537	6.4464	722	0.6852	0.5504	0.6852	0.8278
0.4537	6.4643	724	0.7233	0.5732	0.7233	0.8505
0.4537	6.4821	726	0.7413	0.5686	0.7413	0.8610
0.4537	6.5	728	0.7126	0.5786	0.7126	0.8442
0.4537	6.5179	730	0.7140	0.5786	0.7140	0.8450
0.4537	6.5357	732	0.7519	0.5554	0.7519	0.8671
0.4537	6.5536	734	0.8081	0.5475	0.8081	0.8989
0.4537	6.5714	736	0.8179	0.5475	0.8179	0.9044
0.4537	6.5893	738	0.8241	0.5474	0.8241	0.9078
0.4537	6.6071	740	0.8501	0.5474	0.8501	0.9220
0.4537	6.625	742	0.8306	0.5475	0.8306	0.9114
0.4537	6.6429	744	0.8038	0.5423	0.8038	0.8965
0.4537	6.6607	746	0.8087	0.5423	0.8087	0.8993
0.4537	6.6786	748	0.8114	0.5423	0.8114	0.9008
0.4537	6.6964	750	0.8499	0.5475	0.8499	0.9219
0.4537	6.7143	752	0.8520	0.5463	0.8520	0.9230
0.4537	6.7321	754	0.8191	0.5593	0.8191	0.9051
0.4537	6.75	756	0.7553	0.5462	0.7553	0.8691
0.4537	6.7679	758	0.6893	0.5654	0.6893	0.8303
0.4537	6.7857	760	0.6538	0.5760	0.6538	0.8086
0.4537	6.8036	762	0.6351	0.5851	0.6351	0.7970
0.4537	6.8214	764	0.6440	0.5851	0.6440	0.8025
0.4537	6.8393	766	0.6848	0.5916	0.6848	0.8275
0.4537	6.8571	768	0.7252	0.5823	0.7252	0.8516
0.4537	6.875	770	0.7321	0.5823	0.7321	0.8556
0.4537	6.8929	772	0.7604	0.5595	0.7604	0.8720
0.4537	6.9107	774	0.7759	0.5542	0.7759	0.8809
0.4537	6.9286	776	0.7945	0.5462	0.7945	0.8914
0.4537	6.9464	778	0.8270	0.5310	0.8270	0.9094
0.4537	6.9643	780	0.8341	0.5310	0.8341	0.9133
0.4537	6.9821	782	0.8363	0.5339	0.8363	0.9145
0.4537	7.0	784	0.8181	0.5339	0.8181	0.9045
0.4537	7.0179	786	0.8115	0.5339	0.8115	0.9008
0.4537	7.0357	788	0.7811	0.5606	0.7811	0.8838
0.4537	7.0536	790	0.7342	0.5748	0.7342	0.8569
0.4537	7.0714	792	0.6924	0.5420	0.6924	0.8321
0.4537	7.0893	794	0.6711	0.5587	0.6711	0.8192
0.4537	7.1071	796	0.6624	0.5632	0.6624	0.8139
0.4537	7.125	798	0.6821	0.5617	0.6821	0.8259
0.4537	7.1429	800	0.7287	0.5489	0.7287	0.8536
0.4537	7.1607	802	0.8238	0.4910	0.8238	0.9076
0.4537	7.1786	804	0.9359	0.5072	0.9359	0.9674
0.4537	7.1964	806	1.0356	0.4911	1.0356	1.0177
0.4537	7.2143	808	1.0527	0.4803	1.0527	1.0260
0.4537	7.2321	810	0.9989	0.4982	0.9989	0.9995
0.4537	7.25	812	0.9289	0.4961	0.9289	0.9638
0.4537	7.2679	814	0.8446	0.4888	0.8446	0.9190
0.4537	7.2857	816	0.7772	0.5297	0.7772	0.8816
0.4537	7.3036	818	0.7437	0.5413	0.7437	0.8624
0.4537	7.3214	820	0.7359	0.5395	0.7359	0.8578
0.4537	7.3393	822	0.7393	0.5395	0.7393	0.8598
0.4537	7.3571	824	0.7455	0.5453	0.7455	0.8634
0.4537	7.375	826	0.7288	0.5541	0.7288	0.8537
0.4537	7.3929	828	0.7006	0.5482	0.7006	0.8370
0.4537	7.4107	830	0.7095	0.5763	0.7095	0.8423
0.4537	7.4286	832	0.7231	0.5671	0.7231	0.8504
0.4537	7.4464	834	0.7282	0.5708	0.7282	0.8533
0.4537	7.4643	836	0.7301	0.5722	0.7301	0.8544
0.4537	7.4821	838	0.7683	0.5106	0.7683	0.8765
0.4537	7.5	840	0.8161	0.5281	0.8161	0.9034
0.4537	7.5179	842	0.8553	0.5375	0.8553	0.9248
0.4537	7.5357	844	0.8822	0.5132	0.8822	0.9393
0.4537	7.5536	846	0.8972	0.5010	0.8972	0.9472
0.4537	7.5714	848	0.8869	0.4960	0.8869	0.9417
0.4537	7.5893	850	0.8581	0.5084	0.8581	0.9264
0.4537	7.6071	852	0.8194	0.5284	0.8194	0.9052
0.4537	7.625	854	0.7947	0.5236	0.7947	0.8915
0.4537	7.6429	856	0.7928	0.5246	0.7928	0.8904
0.4537	7.6607	858	0.8161	0.5236	0.8161	0.9034
0.4537	7.6786	860	0.8688	0.4794	0.8688	0.9321
0.4537	7.6964	862	0.9125	0.4838	0.9125	0.9552
0.4537	7.7143	864	0.9382	0.4707	0.9382	0.9686
0.4537	7.7321	866	0.9395	0.4762	0.9395	0.9693
0.4537	7.75	868	0.9192	0.4788	0.9192	0.9587
0.4537	7.7679	870	0.8911	0.4788	0.8911	0.9440
0.4537	7.7857	872	0.8882	0.4863	0.8882	0.9425
0.4537	7.8036	874	0.8801	0.4863	0.8801	0.9381
0.4537	7.8214	876	0.8379	0.4875	0.8379	0.9154
0.4537	7.8393	878	0.8155	0.5189	0.8155	0.9031
0.4537	7.8571	880	0.8154	0.5240	0.8154	0.9030
0.4537	7.875	882	0.8093	0.5240	0.8093	0.8996
0.4537	7.8929	884	0.8239	0.4990	0.8239	0.9077
0.4537	7.9107	886	0.8165	0.5041	0.8165	0.9036
0.4537	7.9286	888	0.7969	0.5119	0.7969	0.8927
0.4537	7.9464	890	0.7978	0.5119	0.7978	0.8932
0.4537	7.9643	892	0.8190	0.4990	0.8190	0.9050
0.4537	7.9821	894	0.8506	0.4844	0.8506	0.9223
0.4537	8.0	896	0.8548	0.4844	0.8548	0.9245
0.4537	8.0179	898	0.8644	0.4844	0.8644	0.9297
0.4537	8.0357	900	0.8652	0.4844	0.8652	0.9302
0.4537	8.0536	902	0.8376	0.4743	0.8376	0.9152
0.4537	8.0714	904	0.8186	0.5317	0.8186	0.9048
0.4537	8.0893	906	0.8193	0.5317	0.8193	0.9051
0.4537	8.1071	908	0.8245	0.5189	0.8245	0.9080
0.4537	8.125	910	0.8175	0.5189	0.8175	0.9041
0.4537	8.1429	912	0.8252	0.5065	0.8252	0.9084
0.4537	8.1607	914	0.8223	0.5193	0.8223	0.9068
0.4537	8.1786	916	0.8165	0.5317	0.8165	0.9036
0.4537	8.1964	918	0.8039	0.5317	0.8039	0.8966
0.4537	8.2143	920	0.8221	0.5317	0.8221	0.9067
0.4537	8.2321	922	0.8521	0.5361	0.8521	0.9231
0.4537	8.25	924	0.8837	0.4990	0.8837	0.9400
0.4537	8.2679	926	0.8943	0.4990	0.8943	0.9457
0.4537	8.2857	928	0.8760	0.5062	0.8760	0.9360
0.4537	8.3036	930	0.8667	0.5299	0.8667	0.9310
0.4537	8.3214	932	0.8523	0.5310	0.8523	0.9232
0.4537	8.3393	934	0.8292	0.5310	0.8292	0.9106
0.4537	8.3571	936	0.8075	0.5310	0.8075	0.8986
0.4537	8.375	938	0.7901	0.5269	0.7901	0.8889
0.4537	8.3929	940	0.7815	0.5269	0.7815	0.8840
0.4537	8.4107	942	0.7865	0.5320	0.7865	0.8868
0.4537	8.4286	944	0.7873	0.5320	0.7873	0.8873
0.4537	8.4464	946	0.7916	0.5320	0.7916	0.8897
0.4537	8.4643	948	0.8075	0.5320	0.8075	0.8986
0.4537	8.4821	950	0.8327	0.5179	0.8327	0.9125
0.4537	8.5	952	0.8638	0.5332	0.8638	0.9294
0.4537	8.5179	954	0.8778	0.5206	0.8778	0.9369
0.4537	8.5357	956	0.8855	0.5206	0.8855	0.9410
0.4537	8.5536	958	0.8874	0.5332	0.8874	0.9420
0.4537	8.5714	960	0.9006	0.5206	0.9006	0.9490
0.4537	8.5893	962	0.9218	0.4968	0.9218	0.9601
0.4537	8.6071	964	0.9179	0.4968	0.9179	0.9581
0.4537	8.625	966	0.9059	0.5088	0.9059	0.9518
0.4537	8.6429	968	0.8809	0.5225	0.8809	0.9386
0.4537	8.6607	970	0.8488	0.5361	0.8488	0.9213
0.4537	8.6786	972	0.8338	0.5310	0.8338	0.9131
0.4537	8.6964	974	0.8238	0.5310	0.8238	0.9076
0.4537	8.7143	976	0.8126	0.5310	0.8126	0.9015
0.4537	8.7321	978	0.7993	0.5101	0.7993	0.8940
0.4537	8.75	980	0.7817	0.5243	0.7817	0.8841
0.4537	8.7679	982	0.7704	0.5243	0.7704	0.8777
0.4537	8.7857	984	0.7722	0.5243	0.7722	0.8787
0.4537	8.8036	986	0.7797	0.5243	0.7797	0.8830
0.4537	8.8214	988	0.7951	0.5243	0.7951	0.8917
0.4537	8.8393	990	0.7986	0.5243	0.7986	0.8936
0.4537	8.8571	992	0.8016	0.5280	0.8016	0.8953
0.4537	8.875	994	0.8039	0.5280	0.8039	0.8966
0.4537	8.8929	996	0.8132	0.5331	0.8132	0.9018
0.4537	8.9107	998	0.8365	0.5299	0.8365	0.9146
0.0718	8.9286	1000	0.8556	0.5391	0.8556	0.9250
0.0718	8.9464	1002	0.8726	0.5441	0.8726	0.9342
0.0718	8.9643	1004	0.8925	0.5441	0.8925	0.9447
0.0718	8.9821	1006	0.9086	0.5206	0.9086	0.9532
0.0718	9.0	1008	0.9225	0.5206	0.9225	0.9604
0.0718	9.0179	1010	0.9211	0.5206	0.9211	0.9597
0.0718	9.0357	1012	0.9106	0.5206	0.9106	0.9543
0.0718	9.0536	1014	0.8968	0.5206	0.8968	0.9470
0.0718	9.0714	1016	0.8741	0.5206	0.8741	0.9350
0.0718	9.0893	1018	0.8661	0.5161	0.8661	0.9306
0.0718	9.1071	1020	0.8499	0.54	0.8499	0.9219
0.0718	9.125	1022	0.8283	0.5349	0.8283	0.9101
0.0718	9.1429	1024	0.8149	0.5320	0.8149	0.9027
0.0718	9.1607	1026	0.8064	0.5320	0.8064	0.8980
0.0718	9.1786	1028	0.8040	0.5320	0.8040	0.8966
0.0718	9.1964	1030	0.8084	0.5320	0.8084	0.8991
0.0718	9.2143	1032	0.8162	0.5349	0.8162	0.9034
0.0718	9.2321	1034	0.8262	0.54	0.8262	0.9089
0.0718	9.25	1036	0.8365	0.54	0.8365	0.9146
0.0718	9.2679	1038	0.8540	0.5161	0.8540	0.9241
0.0718	9.2857	1040	0.8639	0.5161	0.8639	0.9294
0.0718	9.3036	1042	0.8659	0.5211	0.8659	0.9305
0.0718	9.3214	1044	0.8675	0.5211	0.8675	0.9314
0.0718	9.3393	1046	0.8666	0.5211	0.8666	0.9309
0.0718	9.3571	1048	0.8700	0.5211	0.8700	0.9327
0.0718	9.375	1050	0.8761	0.5211	0.8761	0.9360
0.0718	9.3929	1052	0.8825	0.5211	0.8825	0.9394
0.0718	9.4107	1054	0.8877	0.5211	0.8877	0.9422
0.0718	9.4286	1056	0.8873	0.5211	0.8873	0.9420
0.0718	9.4464	1058	0.8885	0.5211	0.8885	0.9426
0.0718	9.4643	1060	0.8811	0.5211	0.8811	0.9387
0.0718	9.4821	1062	0.8692	0.5161	0.8692	0.9323
0.0718	9.5	1064	0.8605	0.5161	0.8605	0.9276
0.0718	9.5179	1066	0.8495	0.5161	0.8495	0.9217
0.0718	9.5357	1068	0.8408	0.5161	0.8408	0.9170
0.0718	9.5536	1070	0.8255	0.54	0.8255	0.9086
0.0718	9.5714	1072	0.8088	0.5361	0.8088	0.8993
0.0718	9.5893	1074	0.7965	0.5310	0.7965	0.8925
0.0718	9.6071	1076	0.7875	0.5395	0.7875	0.8874
0.0718	9.625	1078	0.7785	0.5351	0.7785	0.8823
0.0718	9.6429	1080	0.7744	0.5297	0.7744	0.8800
0.0718	9.6607	1082	0.7730	0.5297	0.7730	0.8792
0.0718	9.6786	1084	0.7723	0.5297	0.7723	0.8788
0.0718	9.6964	1086	0.7725	0.5297	0.7725	0.8789
0.0718	9.7143	1088	0.7728	0.5297	0.7728	0.8791
0.0718	9.7321	1090	0.7760	0.5351	0.7760	0.8809
0.0718	9.75	1092	0.7805	0.5351	0.7805	0.8834
0.0718	9.7679	1094	0.7808	0.5351	0.7808	0.8836
0.0718	9.7857	1096	0.7820	0.5351	0.7820	0.8843
0.0718	9.8036	1098	0.7850	0.5395	0.7850	0.8860
0.0718	9.8214	1100	0.7885	0.5372	0.7885	0.8880
0.0718	9.8393	1102	0.7916	0.5423	0.7916	0.8897
0.0718	9.8571	1104	0.7957	0.5412	0.7957	0.8920
0.0718	9.875	1106	0.7989	0.5412	0.7989	0.8938
0.0718	9.8929	1108	0.8027	0.5412	0.8027	0.8959
0.0718	9.9107	1110	0.8041	0.5412	0.8041	0.8967
0.0718	9.9286	1112	0.8046	0.5412	0.8046	0.8970
0.0718	9.9464	1114	0.8047	0.5412	0.8047	0.8970
0.0718	9.9643	1116	0.8052	0.5412	0.8052	0.8973
0.0718	9.9821	1118	0.8055	0.5412	0.8055	0.8975
0.0718	10.0	1120	0.8056	0.5412	0.8056	0.8976

Framework versions

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