ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_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: 0.7742
• Qwk: 0.5258
• Mse: 0.7742
• Rmse: 0.8799

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	4.0596	-0.0221	4.0596	2.0149
No log	0.0357	4	2.1031	0.0806	2.1031	1.4502
No log	0.0536	6	1.0558	0.0569	1.0558	1.0275
No log	0.0714	8	1.1063	-0.0279	1.1063	1.0518
No log	0.0893	10	0.8217	-0.0171	0.8217	0.9065
No log	0.1071	12	0.7652	0.0704	0.7652	0.8748
No log	0.125	14	0.7314	0.1907	0.7314	0.8552
No log	0.1429	16	0.6944	0.2419	0.6944	0.8333
No log	0.1607	18	0.6523	0.2288	0.6523	0.8077
No log	0.1786	20	0.7099	0.2688	0.7099	0.8426
No log	0.1964	22	0.7455	0.2456	0.7455	0.8634
No log	0.2143	24	0.8022	0.0873	0.8022	0.8956
No log	0.2321	26	0.7429	0.2294	0.7429	0.8619
No log	0.25	28	0.6233	0.3420	0.6233	0.7895
No log	0.2679	30	0.5823	0.3471	0.5823	0.7631
No log	0.2857	32	0.5703	0.3131	0.5703	0.7552
No log	0.3036	34	0.6347	0.2196	0.6347	0.7967
No log	0.3214	36	0.5873	0.3051	0.5873	0.7663
No log	0.3393	38	0.5130	0.3931	0.5130	0.7163
No log	0.3571	40	0.5493	0.4175	0.5493	0.7411
No log	0.375	42	0.5192	0.4060	0.5192	0.7206
No log	0.3929	44	0.6098	0.4683	0.6098	0.7809
No log	0.4107	46	0.6124	0.5440	0.6124	0.7825
No log	0.4286	48	0.6010	0.4924	0.6010	0.7753
No log	0.4464	50	0.8696	0.3993	0.8696	0.9325
No log	0.4643	52	0.7692	0.4418	0.7692	0.8770
No log	0.4821	54	0.6695	0.5532	0.6695	0.8182
No log	0.5	56	0.8076	0.5018	0.8076	0.8987
No log	0.5179	58	0.8419	0.5059	0.8419	0.9176
No log	0.5357	60	0.8500	0.4206	0.8500	0.9219
No log	0.5536	62	0.7799	0.4521	0.7799	0.8831
No log	0.5714	64	0.5869	0.5420	0.5869	0.7661
No log	0.5893	66	0.6293	0.4671	0.6293	0.7933
No log	0.6071	68	0.6153	0.5514	0.6153	0.7844
No log	0.625	70	0.7157	0.5530	0.7157	0.8460
No log	0.6429	72	0.7557	0.5203	0.7557	0.8693
No log	0.6607	74	0.7424	0.5631	0.7424	0.8616
No log	0.6786	76	0.7389	0.5392	0.7389	0.8596
No log	0.6964	78	0.9417	0.4644	0.9417	0.9704
No log	0.7143	80	1.0129	0.4675	1.0129	1.0064
No log	0.7321	82	0.8297	0.5145	0.8297	0.9109
No log	0.75	84	0.9730	0.4640	0.9730	0.9864
No log	0.7679	86	1.1500	0.4521	1.1500	1.0724
No log	0.7857	88	0.9236	0.4628	0.9236	0.9611
No log	0.8036	90	0.6484	0.5722	0.6484	0.8052
No log	0.8214	92	0.6101	0.5249	0.6101	0.7811
No log	0.8393	94	0.7651	0.5030	0.7651	0.8747
No log	0.8571	96	1.1310	0.4015	1.1310	1.0635
No log	0.875	98	1.3122	0.3715	1.3122	1.1455
No log	0.8929	100	1.2119	0.4087	1.2119	1.1009
No log	0.9107	102	1.0027	0.4584	1.0027	1.0014
No log	0.9286	104	0.8907	0.4795	0.8907	0.9438
No log	0.9464	106	1.0029	0.4827	1.0029	1.0014
No log	0.9643	108	1.2880	0.4522	1.2880	1.1349
No log	0.9821	110	1.7942	0.3833	1.7942	1.3395
No log	1.0	112	1.8712	0.3589	1.8712	1.3679
No log	1.0179	114	1.5773	0.3740	1.5773	1.2559
No log	1.0357	116	1.1598	0.4426	1.1598	1.0769
No log	1.0536	118	0.7101	0.5092	0.7101	0.8427
No log	1.0714	120	0.6393	0.5071	0.6393	0.7996
No log	1.0893	122	0.6671	0.5224	0.6671	0.8167
No log	1.1071	124	0.9391	0.4646	0.9391	0.9690
No log	1.125	126	1.3046	0.3636	1.3046	1.1422
No log	1.1429	128	1.3131	0.3551	1.3131	1.1459
No log	1.1607	130	1.0119	0.4263	1.0119	1.0059
No log	1.1786	132	0.7855	0.4721	0.7855	0.8863
No log	1.1964	134	0.7521	0.5101	0.7521	0.8672
No log	1.2143	136	0.8293	0.4648	0.8293	0.9107
No log	1.2321	138	1.0020	0.4489	1.0020	1.0010
No log	1.25	140	0.9564	0.4584	0.9564	0.9779
No log	1.2679	142	0.7837	0.4989	0.7837	0.8853
No log	1.2857	144	0.7791	0.5378	0.7791	0.8827
No log	1.3036	146	0.8346	0.5045	0.8346	0.9136
No log	1.3214	148	0.8198	0.5149	0.8198	0.9054
No log	1.3393	150	0.8473	0.4886	0.8473	0.9205
No log	1.3571	152	0.8240	0.4871	0.8240	0.9078
No log	1.375	154	0.7996	0.5005	0.7996	0.8942
No log	1.3929	156	1.0114	0.4676	1.0114	1.0057
No log	1.4107	158	1.1605	0.4448	1.1605	1.0773
No log	1.4286	160	0.9946	0.4408	0.9946	0.9973
No log	1.4464	162	0.8899	0.4390	0.8899	0.9433
No log	1.4643	164	0.9567	0.4239	0.9567	0.9781
No log	1.4821	166	0.9681	0.3987	0.9681	0.9839
No log	1.5	168	1.1681	0.4350	1.1681	1.0808
No log	1.5179	170	1.5546	0.3245	1.5546	1.2468
No log	1.5357	172	1.4949	0.3541	1.4949	1.2227
No log	1.5536	174	1.1852	0.4175	1.1852	1.0887
No log	1.5714	176	0.8714	0.3879	0.8714	0.9335
No log	1.5893	178	0.7852	0.4632	0.7852	0.8861
No log	1.6071	180	0.8473	0.4218	0.8473	0.9205
No log	1.625	182	0.9380	0.3803	0.9380	0.9685
No log	1.6429	184	1.0044	0.3854	1.0044	1.0022
No log	1.6607	186	1.0779	0.4477	1.0779	1.0382
No log	1.6786	188	1.0449	0.4089	1.0449	1.0222
No log	1.6964	190	1.0310	0.4658	1.0310	1.0154
No log	1.7143	192	0.9895	0.4444	0.9895	0.9947
No log	1.7321	194	0.9310	0.4502	0.9310	0.9649
No log	1.75	196	0.8828	0.4551	0.8828	0.9396
No log	1.7679	198	0.8151	0.4753	0.8151	0.9028
No log	1.7857	200	0.7814	0.4723	0.7814	0.8840
No log	1.8036	202	0.8789	0.4422	0.8789	0.9375
No log	1.8214	204	1.0033	0.4447	1.0033	1.0017
No log	1.8393	206	1.0416	0.4394	1.0416	1.0206
No log	1.8571	208	0.9930	0.4073	0.9930	0.9965
No log	1.875	210	1.1862	0.4468	1.1862	1.0891
No log	1.8929	212	1.7663	0.3184	1.7663	1.3290
No log	1.9107	214	2.1618	0.2676	2.1618	1.4703
No log	1.9286	216	2.1150	0.2754	2.1150	1.4543
No log	1.9464	218	1.7166	0.3393	1.7166	1.3102
No log	1.9643	220	1.1736	0.4154	1.1736	1.0833
No log	1.9821	222	0.9941	0.4107	0.9941	0.9971
No log	2.0	224	0.9588	0.4138	0.9588	0.9792
No log	2.0179	226	1.0315	0.4250	1.0315	1.0156
No log	2.0357	228	1.0402	0.4187	1.0402	1.0199
No log	2.0536	230	1.0882	0.4033	1.0882	1.0432
No log	2.0714	232	1.0019	0.4475	1.0019	1.0010
No log	2.0893	234	0.8991	0.4304	0.8991	0.9482
No log	2.1071	236	0.9692	0.4426	0.9692	0.9845
No log	2.125	238	0.9969	0.4371	0.9969	0.9984
No log	2.1429	240	1.0498	0.4471	1.0498	1.0246
No log	2.1607	242	0.9130	0.4447	0.9130	0.9555
No log	2.1786	244	0.8410	0.4924	0.8410	0.9171
No log	2.1964	246	0.8220	0.5100	0.8220	0.9067
No log	2.2143	248	0.8468	0.4640	0.8468	0.9202
No log	2.2321	250	1.0284	0.3836	1.0284	1.0141
No log	2.25	252	1.1595	0.4093	1.1595	1.0768
No log	2.2679	254	1.0589	0.3988	1.0589	1.0290
No log	2.2857	256	0.8398	0.4319	0.8398	0.9164
No log	2.3036	258	0.7335	0.5003	0.7335	0.8565
No log	2.3214	260	0.7329	0.4988	0.7329	0.8561
No log	2.3393	262	0.7836	0.4567	0.7836	0.8852
No log	2.3571	264	0.8976	0.4639	0.8976	0.9474
No log	2.375	266	1.0137	0.4400	1.0137	1.0068
No log	2.3929	268	0.9750	0.4473	0.9750	0.9874
No log	2.4107	270	0.8628	0.4717	0.8628	0.9289
No log	2.4286	272	0.8684	0.4717	0.8684	0.9319
No log	2.4464	274	0.9486	0.4788	0.9486	0.9740
No log	2.4643	276	0.9317	0.4588	0.9317	0.9653
No log	2.4821	278	1.0266	0.4754	1.0266	1.0132
No log	2.5	280	1.1988	0.4557	1.1988	1.0949
No log	2.5179	282	1.1722	0.4557	1.1722	1.0827
No log	2.5357	284	0.9995	0.4611	0.9995	0.9998
No log	2.5536	286	0.9450	0.4529	0.9450	0.9721
No log	2.5714	288	0.9492	0.4438	0.9492	0.9743
No log	2.5893	290	0.8799	0.4809	0.8799	0.9380
No log	2.6071	292	0.8416	0.4668	0.8416	0.9174
No log	2.625	294	0.7442	0.5433	0.7442	0.8627
No log	2.6429	296	0.8097	0.4880	0.8097	0.8998
No log	2.6607	298	0.9336	0.4450	0.9336	0.9662
No log	2.6786	300	0.9580	0.4788	0.9580	0.9788
No log	2.6964	302	0.9651	0.4588	0.9651	0.9824
No log	2.7143	304	0.9217	0.4763	0.9217	0.9601
No log	2.7321	306	0.8686	0.4502	0.8686	0.9320
No log	2.75	308	0.8331	0.4564	0.8331	0.9128
No log	2.7679	310	0.8029	0.4729	0.8029	0.8961
No log	2.7857	312	0.7875	0.4498	0.7875	0.8874
No log	2.8036	314	0.7296	0.4776	0.7296	0.8542
No log	2.8214	316	0.7135	0.4969	0.7135	0.8447
No log	2.8393	318	0.6991	0.4950	0.6991	0.8361
No log	2.8571	320	0.7400	0.5184	0.7400	0.8602
No log	2.875	322	0.8127	0.4495	0.8127	0.9015
No log	2.8929	324	0.7981	0.4844	0.7981	0.8934
No log	2.9107	326	0.8114	0.4920	0.8114	0.9008
No log	2.9286	328	0.8818	0.4743	0.8818	0.9390
No log	2.9464	330	1.0663	0.4462	1.0663	1.0326
No log	2.9643	332	1.1465	0.4276	1.1465	1.0707
No log	2.9821	334	1.0672	0.4576	1.0672	1.0331
No log	3.0	336	1.0758	0.4576	1.0758	1.0372
No log	3.0179	338	1.0732	0.4576	1.0732	1.0359
No log	3.0357	340	1.1638	0.4276	1.1638	1.0788
No log	3.0536	342	1.0311	0.4588	1.0311	1.0154
No log	3.0714	344	0.8863	0.4815	0.8863	0.9414
No log	3.0893	346	0.9409	0.4614	0.9409	0.9700
No log	3.1071	348	1.0108	0.4542	1.0108	1.0054
No log	3.125	350	1.1134	0.4531	1.1134	1.0552
No log	3.1429	352	0.9673	0.4610	0.9673	0.9835
No log	3.1607	354	0.9334	0.4610	0.9334	0.9661
No log	3.1786	356	0.8557	0.5042	0.8557	0.9251
No log	3.1964	358	0.7758	0.4628	0.7758	0.8808
No log	3.2143	360	0.7056	0.4810	0.7056	0.8400
No log	3.2321	362	0.7371	0.4917	0.7371	0.8585
No log	3.25	364	0.8402	0.4442	0.8402	0.9166
No log	3.2679	366	0.9581	0.4511	0.9581	0.9788
No log	3.2857	368	0.9368	0.4511	0.9368	0.9679
No log	3.3036	370	0.8287	0.4699	0.8287	0.9103
No log	3.3214	372	0.7760	0.4730	0.7760	0.8809
No log	3.3393	374	0.7499	0.4618	0.7499	0.8660
No log	3.3571	376	0.7054	0.4890	0.7054	0.8399
No log	3.375	378	0.7443	0.4445	0.7443	0.8627
No log	3.3929	380	0.7935	0.48	0.7935	0.8908
No log	3.4107	382	0.8312	0.4530	0.8312	0.9117
No log	3.4286	384	0.7720	0.4326	0.7720	0.8786
No log	3.4464	386	0.7576	0.4409	0.7576	0.8704
No log	3.4643	388	0.7879	0.4104	0.7879	0.8877
No log	3.4821	390	0.8104	0.3850	0.8104	0.9002
No log	3.5	392	0.8535	0.4250	0.8535	0.9239
No log	3.5179	394	0.9071	0.4630	0.9071	0.9524
No log	3.5357	396	1.0605	0.4327	1.0605	1.0298
No log	3.5536	398	1.1451	0.4352	1.1451	1.0701
No log	3.5714	400	1.2385	0.3994	1.2385	1.1129
No log	3.5893	402	1.0910	0.4293	1.0910	1.0445
No log	3.6071	404	0.8271	0.4661	0.8271	0.9095
No log	3.625	406	0.7348	0.4534	0.7348	0.8572
No log	3.6429	408	0.7472	0.5003	0.7472	0.8644
No log	3.6607	410	0.8658	0.4681	0.8658	0.9305
No log	3.6786	412	1.1186	0.4215	1.1186	1.0576
No log	3.6964	414	1.2341	0.3812	1.2341	1.1109
No log	3.7143	416	1.1038	0.4398	1.1038	1.0506
No log	3.7321	418	0.8778	0.4885	0.8778	0.9369
No log	3.75	420	0.7682	0.4850	0.7682	0.8765
No log	3.7679	422	0.7265	0.4917	0.7265	0.8524
No log	3.7857	424	0.7667	0.4672	0.7667	0.8756
No log	3.8036	426	0.8596	0.4898	0.8596	0.9272
No log	3.8214	428	0.8924	0.4672	0.8924	0.9447
No log	3.8393	430	0.9216	0.4730	0.9216	0.9600
No log	3.8571	432	0.8575	0.4974	0.8575	0.9260
No log	3.875	434	0.7682	0.4439	0.7682	0.8765
No log	3.8929	436	0.7486	0.4382	0.7486	0.8652
No log	3.9107	438	0.7523	0.4567	0.7523	0.8674
No log	3.9286	440	0.8164	0.4648	0.8164	0.9035
No log	3.9464	442	0.8184	0.4742	0.8184	0.9047
No log	3.9643	444	0.7084	0.4760	0.7084	0.8417
No log	3.9821	446	0.6181	0.5292	0.6181	0.7862
No log	4.0	448	0.6001	0.5764	0.6001	0.7746
No log	4.0179	450	0.6075	0.5759	0.6075	0.7794
No log	4.0357	452	0.6268	0.5785	0.6268	0.7917
No log	4.0536	454	0.7035	0.5279	0.7035	0.8388
No log	4.0714	456	0.8017	0.4676	0.8017	0.8954
No log	4.0893	458	0.7976	0.4943	0.7976	0.8931
No log	4.1071	460	0.8173	0.4778	0.8173	0.9040
No log	4.125	462	0.8864	0.4798	0.8864	0.9415
No log	4.1429	464	0.8868	0.4845	0.8868	0.9417
No log	4.1607	466	0.8344	0.4703	0.8344	0.9135
No log	4.1786	468	0.8860	0.4794	0.8860	0.9413
No log	4.1964	470	0.9836	0.4566	0.9836	0.9918
No log	4.2143	472	0.9955	0.4390	0.9955	0.9978
No log	4.2321	474	0.9310	0.4450	0.9310	0.9649
No log	4.25	476	0.8493	0.4641	0.8493	0.9216
No log	4.2679	478	0.7976	0.5129	0.7976	0.8931
No log	4.2857	480	0.8655	0.4773	0.8655	0.9303
No log	4.3036	482	0.8695	0.4839	0.8695	0.9325
No log	4.3214	484	0.8452	0.4973	0.8452	0.9193
No log	4.3393	486	0.8165	0.4981	0.8165	0.9036
No log	4.3571	488	0.7754	0.4835	0.7754	0.8806
No log	4.375	490	0.7266	0.4892	0.7266	0.8524
No log	4.3929	492	0.7490	0.4687	0.7490	0.8655
No log	4.4107	494	0.8658	0.4705	0.8658	0.9305
No log	4.4286	496	0.9461	0.4705	0.9461	0.9727
No log	4.4464	498	0.9326	0.4705	0.9326	0.9657
0.4379	4.4643	500	0.9189	0.4705	0.9189	0.9586
0.4379	4.4821	502	0.8528	0.4636	0.8528	0.9235
0.4379	4.5	504	0.7819	0.4752	0.7819	0.8842
0.4379	4.5179	506	0.7432	0.5143	0.7432	0.8621
0.4379	4.5357	508	0.7435	0.5119	0.7435	0.8623
0.4379	4.5536	510	0.7857	0.4691	0.7857	0.8864
0.4379	4.5714	512	0.8378	0.4778	0.8378	0.9153
0.4379	4.5893	514	0.8674	0.4778	0.8674	0.9313
0.4379	4.6071	516	0.8151	0.4744	0.8151	0.9028
0.4379	4.625	518	0.7619	0.4890	0.7619	0.8729
0.4379	4.6429	520	0.6875	0.5687	0.6875	0.8291
0.4379	4.6607	522	0.6946	0.5631	0.6946	0.8334
0.4379	4.6786	524	0.7734	0.4663	0.7734	0.8794
0.4379	4.6964	526	0.8132	0.4768	0.8132	0.9018
0.4379	4.7143	528	0.8381	0.4768	0.8381	0.9155
0.4379	4.7321	530	0.8894	0.4909	0.8894	0.9431
0.4379	4.75	532	0.9123	0.4837	0.9123	0.9551
0.4379	4.7679	534	0.8565	0.4927	0.8565	0.9255
0.4379	4.7857	536	0.8318	0.4953	0.8318	0.9121
0.4379	4.8036	538	0.7973	0.4988	0.7973	0.8929
0.4379	4.8214	540	0.8393	0.4670	0.8393	0.9161
0.4379	4.8393	542	0.8949	0.4871	0.8949	0.9460
0.4379	4.8571	544	0.9475	0.4929	0.9475	0.9734
0.4379	4.875	546	0.9767	0.4744	0.9767	0.9883
0.4379	4.8929	548	1.0035	0.4744	1.0035	1.0017
0.4379	4.9107	550	1.0047	0.4744	1.0047	1.0023
0.4379	4.9286	552	0.9673	0.4749	0.9673	0.9835
0.4379	4.9464	554	0.9112	0.4716	0.9112	0.9546
0.4379	4.9643	556	0.9327	0.4722	0.9327	0.9658
0.4379	4.9821	558	0.9852	0.4684	0.9852	0.9926
0.4379	5.0	560	0.9408	0.4690	0.9408	0.9700
0.4379	5.0179	562	0.9340	0.4694	0.9340	0.9664
0.4379	5.0357	564	0.9566	0.4694	0.9566	0.9780
0.4379	5.0536	566	1.0031	0.4789	1.0031	1.0016
0.4379	5.0714	568	1.0586	0.4689	1.0586	1.0289
0.4379	5.0893	570	1.0385	0.4693	1.0385	1.0191
0.4379	5.1071	572	1.0039	0.4749	1.0039	1.0020
0.4379	5.125	574	0.9639	0.4758	0.9639	0.9818
0.4379	5.1429	576	0.9417	0.4705	0.9417	0.9704
0.4379	5.1607	578	0.8746	0.4529	0.8746	0.9352
0.4379	5.1786	580	0.8477	0.4710	0.8477	0.9207
0.4379	5.1964	582	0.8635	0.4638	0.8635	0.9293
0.4379	5.2143	584	0.8762	0.4638	0.8762	0.9361
0.4379	5.2321	586	0.9175	0.4638	0.9175	0.9579
0.4379	5.25	588	0.8553	0.4749	0.8553	0.9248
0.4379	5.2679	590	0.8380	0.4993	0.8380	0.9154
0.4379	5.2857	592	0.8320	0.4910	0.8320	0.9122
0.4379	5.3036	594	0.8332	0.4828	0.8332	0.9128
0.4379	5.3214	596	0.8244	0.4828	0.8244	0.9080
0.4379	5.3393	598	0.8172	0.4823	0.8172	0.9040
0.4379	5.3571	600	0.7849	0.4780	0.7849	0.8860
0.4379	5.375	602	0.8143	0.4671	0.8143	0.9024
0.4379	5.3929	604	0.9177	0.4896	0.9177	0.9579
0.4379	5.4107	606	1.0123	0.4466	1.0123	1.0061
0.4379	5.4286	608	1.0345	0.4104	1.0345	1.0171
0.4379	5.4464	610	0.9240	0.4380	0.9240	0.9613
0.4379	5.4643	612	0.7581	0.4858	0.7581	0.8707
0.4379	5.4821	614	0.6714	0.5507	0.6714	0.8194
0.4379	5.5	616	0.6730	0.5507	0.6730	0.8203
0.4379	5.5179	618	0.7367	0.5160	0.7367	0.8583
0.4379	5.5357	620	0.8544	0.4710	0.8544	0.9243
0.4379	5.5536	622	0.9002	0.4642	0.9002	0.9488
0.4379	5.5714	624	0.9059	0.4875	0.9059	0.9518
0.4379	5.5893	626	0.8597	0.4850	0.8597	0.9272
0.4379	5.6071	628	0.8257	0.4759	0.8257	0.9087
0.4379	5.625	630	0.7978	0.4976	0.7978	0.8932
0.4379	5.6429	632	0.7528	0.4992	0.7528	0.8676
0.4379	5.6607	634	0.7838	0.5075	0.7838	0.8853
0.4379	5.6786	636	0.7830	0.5075	0.7830	0.8849
0.4379	5.6964	638	0.7573	0.5021	0.7573	0.8702
0.4379	5.7143	640	0.7671	0.5274	0.7671	0.8758
0.4379	5.7321	642	0.8066	0.5241	0.8066	0.8981
0.4379	5.75	644	0.8582	0.4778	0.8582	0.9264
0.4379	5.7679	646	0.8773	0.4590	0.8773	0.9367
0.4379	5.7857	648	0.8048	0.5187	0.8048	0.8971
0.4379	5.8036	650	0.7290	0.5329	0.7290	0.8538
0.4379	5.8214	652	0.6607	0.5670	0.6607	0.8128
0.4379	5.8393	654	0.6270	0.5361	0.6270	0.7919
0.4379	5.8571	656	0.6435	0.5348	0.6435	0.8022
0.4379	5.875	658	0.7088	0.5200	0.7088	0.8419
0.4379	5.8929	660	0.7573	0.4984	0.7573	0.8702
0.4379	5.9107	662	0.7840	0.5037	0.7840	0.8855
0.4379	5.9286	664	0.8142	0.5065	0.8142	0.9023
0.4379	5.9464	666	0.8367	0.4821	0.8367	0.9147
0.4379	5.9643	668	0.8159	0.4770	0.8159	0.9033
0.4379	5.9821	670	0.7914	0.5029	0.7914	0.8896
0.4379	6.0	672	0.8112	0.4781	0.8112	0.9007
0.4379	6.0179	674	0.8482	0.4885	0.8482	0.9210
0.4379	6.0357	676	0.8232	0.4781	0.8232	0.9073
0.4379	6.0536	678	0.7652	0.5324	0.7652	0.8748
0.4379	6.0714	680	0.6899	0.5793	0.6899	0.8306
0.4379	6.0893	682	0.6590	0.5577	0.6590	0.8118
0.4379	6.1071	684	0.6672	0.5750	0.6672	0.8168
0.4379	6.125	686	0.6938	0.5513	0.6938	0.8330
0.4379	6.1429	688	0.7057	0.5379	0.7057	0.8400
0.4379	6.1607	690	0.7042	0.5426	0.7042	0.8391
0.4379	6.1786	692	0.7381	0.5125	0.7381	0.8591
0.4379	6.1964	694	0.7726	0.5160	0.7726	0.8790
0.4379	6.2143	696	0.7778	0.5160	0.7778	0.8819
0.4379	6.2321	698	0.7748	0.5037	0.7748	0.8802
0.4379	6.25	700	0.7573	0.4984	0.7573	0.8702
0.4379	6.2679	702	0.7023	0.5284	0.7023	0.8380
0.4379	6.2857	704	0.6855	0.5379	0.6855	0.8279
0.4379	6.3036	706	0.7180	0.5168	0.7180	0.8473
0.4379	6.3214	708	0.7489	0.5152	0.7489	0.8654
0.4379	6.3393	710	0.7714	0.4829	0.7714	0.8783
0.4379	6.3571	712	0.8145	0.4703	0.8145	0.9025
0.4379	6.375	714	0.8065	0.4910	0.8065	0.8981
0.4379	6.3929	716	0.7684	0.5072	0.7684	0.8766
0.4379	6.4107	718	0.7624	0.5211	0.7624	0.8732
0.4379	6.4286	720	0.7463	0.5255	0.7463	0.8639
0.4379	6.4464	722	0.7440	0.5147	0.7440	0.8625
0.4379	6.4643	724	0.7730	0.5160	0.7730	0.8792
0.4379	6.4821	726	0.7803	0.5160	0.7803	0.8834
0.4379	6.5	728	0.7458	0.5160	0.7458	0.8636
0.4379	6.5179	730	0.6886	0.5382	0.6886	0.8298
0.4379	6.5357	732	0.6701	0.5512	0.6701	0.8186
0.4379	6.5536	734	0.6440	0.5193	0.6440	0.8025
0.4379	6.5714	736	0.6436	0.54	0.6436	0.8022
0.4379	6.5893	738	0.6312	0.54	0.6312	0.7945
0.4379	6.6071	740	0.6395	0.5244	0.6395	0.7997
0.4379	6.625	742	0.6291	0.54	0.6291	0.7931
0.4379	6.6429	744	0.6365	0.5365	0.6365	0.7978
0.4379	6.6607	746	0.6850	0.5161	0.6850	0.8277
0.4379	6.6786	748	0.7120	0.5139	0.7120	0.8438
0.4379	6.6964	750	0.7084	0.5205	0.7084	0.8417
0.4379	6.7143	752	0.7130	0.5346	0.7130	0.8444
0.4379	6.7321	754	0.7258	0.5313	0.7258	0.8520
0.4379	6.75	756	0.7526	0.5093	0.7526	0.8675
0.4379	6.7679	758	0.7890	0.5093	0.7890	0.8883
0.4379	6.7857	760	0.8573	0.4923	0.8573	0.9259
0.4379	6.8036	762	0.9461	0.4579	0.9461	0.9727
0.4379	6.8214	764	0.9416	0.4579	0.9416	0.9703
0.4379	6.8393	766	0.8594	0.4809	0.8594	0.9270
0.4379	6.8571	768	0.7708	0.5125	0.7708	0.8779
0.4379	6.875	770	0.7360	0.5272	0.7360	0.8579
0.4379	6.8929	772	0.7430	0.5272	0.7430	0.8620
0.4379	6.9107	774	0.7669	0.5341	0.7669	0.8757
0.4379	6.9286	776	0.8004	0.5125	0.8004	0.8947
0.4379	6.9464	778	0.7856	0.5135	0.7856	0.8863
0.4379	6.9643	780	0.7891	0.5135	0.7891	0.8883
0.4379	6.9821	782	0.7893	0.4869	0.7893	0.8884
0.4379	7.0	784	0.8026	0.4869	0.8026	0.8959
0.4379	7.0179	786	0.7808	0.4876	0.7808	0.8837
0.4379	7.0357	788	0.7343	0.5305	0.7343	0.8569
0.4379	7.0536	790	0.7171	0.5442	0.7171	0.8468
0.4379	7.0714	792	0.7428	0.5456	0.7428	0.8619
0.4379	7.0893	794	0.7581	0.5316	0.7581	0.8707
0.4379	7.1071	796	0.8042	0.4892	0.8042	0.8968
0.4379	7.125	798	0.8844	0.4804	0.8844	0.9404
0.4379	7.1429	800	0.9580	0.4579	0.9580	0.9788
0.4379	7.1607	802	0.9589	0.4579	0.9589	0.9792
0.4379	7.1786	804	0.9213	0.4650	0.9213	0.9599
0.4379	7.1964	806	0.8330	0.4731	0.8330	0.9127
0.4379	7.2143	808	0.7404	0.5354	0.7404	0.8605
0.4379	7.2321	810	0.6895	0.5440	0.6895	0.8304
0.4379	7.25	812	0.6700	0.5469	0.6700	0.8185
0.4379	7.2679	814	0.6808	0.5440	0.6808	0.8251
0.4379	7.2857	816	0.7144	0.5309	0.7144	0.8452
0.4379	7.3036	818	0.7468	0.5265	0.7468	0.8642
0.4379	7.3214	820	0.7884	0.5052	0.7884	0.8879
0.4379	7.3393	822	0.8365	0.4603	0.8365	0.9146
0.4379	7.3571	824	0.8880	0.4529	0.8880	0.9424
0.4379	7.375	826	0.8929	0.4527	0.8929	0.9449
0.4379	7.3929	828	0.8385	0.4658	0.8385	0.9157
0.4379	7.4107	830	0.7717	0.5138	0.7717	0.8784
0.4379	7.4286	832	0.7414	0.5357	0.7414	0.8610
0.4379	7.4464	834	0.7366	0.5357	0.7366	0.8583
0.4379	7.4643	836	0.7134	0.5195	0.7134	0.8446
0.4379	7.4821	838	0.6938	0.5044	0.6938	0.8330
0.4379	7.5	840	0.7049	0.5206	0.7049	0.8396
0.4379	7.5179	842	0.7497	0.5285	0.7497	0.8659
0.4379	7.5357	844	0.8331	0.4742	0.8331	0.9127
0.4379	7.5536	846	0.8862	0.4482	0.8862	0.9414
0.4379	7.5714	848	0.8915	0.4650	0.8915	0.9442
0.4379	7.5893	850	0.9059	0.4592	0.9059	0.9518
0.4379	7.6071	852	0.8713	0.4654	0.8713	0.9334
0.4379	7.625	854	0.8016	0.4855	0.8016	0.8953
0.4379	7.6429	856	0.7554	0.5079	0.7554	0.8691
0.4379	7.6607	858	0.7014	0.5152	0.7014	0.8375
0.4379	7.6786	860	0.6747	0.5208	0.6747	0.8214
0.4379	7.6964	862	0.6633	0.5465	0.6633	0.8144
0.4379	7.7143	864	0.6832	0.5149	0.6832	0.8266
0.4379	7.7321	866	0.7005	0.4986	0.7005	0.8370
0.4379	7.75	868	0.7469	0.5313	0.7469	0.8642
0.4379	7.7679	870	0.7829	0.5014	0.7829	0.8848
0.4379	7.7857	872	0.7932	0.4997	0.7932	0.8906
0.4379	7.8036	874	0.8149	0.4981	0.8149	0.9027
0.4379	7.8214	876	0.8456	0.4907	0.8456	0.9196
0.4379	7.8393	878	0.8300	0.4982	0.8300	0.9110
0.4379	7.8571	880	0.8214	0.4982	0.8214	0.9063
0.4379	7.875	882	0.8430	0.4916	0.8430	0.9181
0.4379	7.8929	884	0.8912	0.4890	0.8912	0.9440
0.4379	7.9107	886	0.9227	0.4768	0.9227	0.9606
0.4379	7.9286	888	0.9511	0.4588	0.9511	0.9752
0.4379	7.9464	890	0.9444	0.4532	0.9444	0.9718
0.4379	7.9643	892	0.8924	0.4778	0.8924	0.9447
0.4379	7.9821	894	0.8700	0.4850	0.8700	0.9327
0.4379	8.0	896	0.8270	0.4914	0.8270	0.9094
0.4379	8.0179	898	0.8031	0.5050	0.8031	0.8962
0.4379	8.0357	900	0.7778	0.5388	0.7778	0.8819
0.4379	8.0536	902	0.7464	0.5297	0.7464	0.8639
0.4379	8.0714	904	0.7401	0.5297	0.7401	0.8603
0.4379	8.0893	906	0.7502	0.54	0.7502	0.8661
0.4379	8.1071	908	0.7739	0.5318	0.7739	0.8797
0.4379	8.125	910	0.8201	0.5106	0.8201	0.9056
0.4379	8.1429	912	0.8665	0.4650	0.8665	0.9308
0.4379	8.1607	914	0.8680	0.4583	0.8680	0.9317
0.4379	8.1786	916	0.8498	0.4836	0.8498	0.9218
0.4379	8.1964	918	0.8324	0.4903	0.8324	0.9124
0.4379	8.2143	920	0.8317	0.4903	0.8317	0.9120
0.4379	8.2321	922	0.8395	0.4832	0.8395	0.9162
0.4379	8.25	924	0.8502	0.4703	0.8502	0.9221
0.4379	8.2679	926	0.8706	0.4698	0.8706	0.9331
0.4379	8.2857	928	0.9022	0.4459	0.9022	0.9498
0.4379	8.3036	930	0.9221	0.4456	0.9221	0.9603
0.4379	8.3214	932	0.9072	0.4456	0.9072	0.9525
0.4379	8.3393	934	0.8662	0.4832	0.8662	0.9307
0.4379	8.3571	936	0.8075	0.4855	0.8075	0.8986
0.4379	8.375	938	0.7697	0.5116	0.7697	0.8773
0.4379	8.3929	940	0.7458	0.5198	0.7458	0.8636
0.4379	8.4107	942	0.7479	0.5198	0.7479	0.8648
0.4379	8.4286	944	0.7743	0.5116	0.7743	0.8799
0.4379	8.4464	946	0.8167	0.4855	0.8167	0.9037
0.4379	8.4643	948	0.8535	0.4836	0.8535	0.9238
0.4379	8.4821	950	0.8675	0.4830	0.8675	0.9314
0.4379	8.5	952	0.8505	0.4836	0.8505	0.9222
0.4379	8.5179	954	0.8428	0.4966	0.8428	0.9180
0.4379	8.5357	956	0.8112	0.4743	0.8112	0.9007
0.4379	8.5536	958	0.7614	0.5214	0.7614	0.8726
0.4379	8.5714	960	0.7142	0.5382	0.7142	0.8451
0.4379	8.5893	962	0.6920	0.5557	0.6920	0.8319
0.4379	8.6071	964	0.6881	0.5646	0.6881	0.8295
0.4379	8.625	966	0.7024	0.5325	0.7024	0.8381
0.4379	8.6429	968	0.7230	0.5428	0.7230	0.8503
0.4379	8.6607	970	0.7444	0.5285	0.7444	0.8628
0.4379	8.6786	972	0.7573	0.5208	0.7573	0.8703
0.4379	8.6964	974	0.7737	0.5138	0.7737	0.8796
0.4379	8.7143	976	0.7784	0.5138	0.7784	0.8823
0.4379	8.7321	978	0.7659	0.5214	0.7659	0.8751
0.4379	8.75	980	0.7442	0.5214	0.7442	0.8627
0.4379	8.7679	982	0.7296	0.5162	0.7296	0.8541
0.4379	8.7857	984	0.7235	0.5162	0.7235	0.8506
0.4379	8.8036	986	0.7311	0.5162	0.7311	0.8550
0.4379	8.8214	988	0.7384	0.5162	0.7384	0.8593
0.4379	8.8393	990	0.7410	0.5214	0.7410	0.8608
0.4379	8.8571	992	0.7448	0.5214	0.7448	0.8630
0.4379	8.875	994	0.7466	0.5285	0.7466	0.8640
0.4379	8.8929	996	0.7461	0.5357	0.7461	0.8638
0.4379	8.9107	998	0.7379	0.5357	0.7379	0.8590
0.0685	8.9286	1000	0.7269	0.5372	0.7269	0.8526
0.0685	8.9464	1002	0.7161	0.5316	0.7161	0.8462
0.0685	8.9643	1004	0.7096	0.5272	0.7096	0.8424
0.0685	8.9821	1006	0.7083	0.5320	0.7083	0.8416
0.0685	9.0	1008	0.7164	0.5316	0.7164	0.8464
0.0685	9.0179	1010	0.7254	0.5428	0.7254	0.8517
0.0685	9.0357	1012	0.7348	0.5357	0.7348	0.8572
0.0685	9.0536	1014	0.7534	0.5285	0.7534	0.8680
0.0685	9.0714	1016	0.7768	0.5214	0.7768	0.8814
0.0685	9.0893	1018	0.7864	0.5077	0.7864	0.8868
0.0685	9.1071	1020	0.7970	0.5258	0.7970	0.8928
0.0685	9.125	1022	0.8109	0.4928	0.8109	0.9005
0.0685	9.1429	1024	0.8238	0.4921	0.8238	0.9076
0.0685	9.1607	1026	0.8193	0.4921	0.8193	0.9052
0.0685	9.1786	1028	0.8106	0.4928	0.8106	0.9003
0.0685	9.1964	1030	0.7924	0.5258	0.7924	0.8902
0.0685	9.2143	1032	0.7824	0.5077	0.7824	0.8845
0.0685	9.2321	1034	0.7707	0.5285	0.7707	0.8779
0.0685	9.25	1036	0.7610	0.5285	0.7610	0.8724
0.0685	9.2679	1038	0.7431	0.5285	0.7431	0.8620
0.0685	9.2857	1040	0.7328	0.5285	0.7328	0.8560
0.0685	9.3036	1042	0.7207	0.5357	0.7207	0.8489
0.0685	9.3214	1044	0.7130	0.5372	0.7130	0.8444
0.0685	9.3393	1046	0.7037	0.5328	0.7037	0.8389
0.0685	9.3571	1048	0.6975	0.5272	0.6975	0.8352
0.0685	9.375	1050	0.6995	0.5328	0.6995	0.8364
0.0685	9.3929	1052	0.7083	0.5301	0.7083	0.8416
0.0685	9.4107	1054	0.7220	0.5285	0.7220	0.8497
0.0685	9.4286	1056	0.7346	0.5285	0.7346	0.8571
0.0685	9.4464	1058	0.7525	0.5285	0.7525	0.8675
0.0685	9.4643	1060	0.7735	0.5208	0.7735	0.8795
0.0685	9.4821	1062	0.7814	0.5075	0.7814	0.8840
0.0685	9.5	1064	0.7851	0.5252	0.7851	0.8861
0.0685	9.5179	1066	0.7830	0.5252	0.7830	0.8849
0.0685	9.5357	1068	0.7792	0.5075	0.7792	0.8827
0.0685	9.5536	1070	0.7832	0.5252	0.7832	0.8850
0.0685	9.5714	1072	0.7922	0.4997	0.7922	0.8900
0.0685	9.5893	1074	0.7995	0.4997	0.7995	0.8942
0.0685	9.6071	1076	0.8066	0.4928	0.8066	0.8981
0.0685	9.625	1078	0.8064	0.4928	0.8064	0.8980
0.0685	9.6429	1080	0.8031	0.4928	0.8031	0.8961
0.0685	9.6607	1082	0.7979	0.4928	0.7979	0.8932
0.0685	9.6786	1084	0.7889	0.4997	0.7889	0.8882
0.0685	9.6964	1086	0.7837	0.5329	0.7837	0.8853
0.0685	9.7143	1088	0.7768	0.5329	0.7768	0.8814
0.0685	9.7321	1090	0.7701	0.5329	0.7701	0.8775
0.0685	9.75	1092	0.7661	0.5329	0.7661	0.8753
0.0685	9.7679	1094	0.7626	0.5329	0.7626	0.8733
0.0685	9.7857	1096	0.7585	0.5329	0.7585	0.8709
0.0685	9.8036	1098	0.7587	0.5329	0.7587	0.8710
0.0685	9.8214	1100	0.7608	0.5329	0.7608	0.8722
0.0685	9.8393	1102	0.7646	0.5329	0.7646	0.8744
0.0685	9.8571	1104	0.7670	0.5329	0.7670	0.8758
0.0685	9.875	1106	0.7699	0.5329	0.7699	0.8774
0.0685	9.8929	1108	0.7714	0.5329	0.7714	0.8783
0.0685	9.9107	1110	0.7720	0.5329	0.7720	0.8787
0.0685	9.9286	1112	0.7728	0.5329	0.7728	0.8791
0.0685	9.9464	1114	0.7731	0.5329	0.7731	0.8793
0.0685	9.9643	1116	0.7733	0.5329	0.7733	0.8794
0.0685	9.9821	1118	0.7739	0.5329	0.7739	0.8797
0.0685	10.0	1120	0.7742	0.5258	0.7742	0.8799

Framework versions

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