ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k19_task3_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: 0.5071
• Qwk: 0.4709
• Mse: 0.5071
• Rmse: 0.7121

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	0.0211	2	3.2728	-0.0028	3.2728	1.8091
No log	0.0421	4	1.6421	-0.0070	1.6421	1.2814
No log	0.0632	6	1.3811	0.0294	1.3811	1.1752
No log	0.0842	8	0.8698	0.0367	0.8698	0.9327
No log	0.1053	10	0.6766	0.1913	0.6766	0.8225
No log	0.1263	12	0.6528	0.1467	0.6528	0.8080
No log	0.1474	14	0.6754	0.0769	0.6754	0.8219
No log	0.1684	16	0.6964	0.1724	0.6964	0.8345
No log	0.1895	18	0.7693	0.0857	0.7693	0.8771
No log	0.2105	20	0.6598	0.1345	0.6598	0.8123
No log	0.2316	22	0.5779	0.1111	0.5779	0.7602
No log	0.2526	24	0.5739	0.1008	0.5739	0.7575
No log	0.2737	26	0.6012	0.2222	0.6012	0.7754
No log	0.2947	28	0.6284	0.25	0.6284	0.7927
No log	0.3158	30	0.7074	0.1724	0.7074	0.8411
No log	0.3368	32	0.6546	0.0843	0.6546	0.8091
No log	0.3579	34	0.7259	0.0939	0.7259	0.8520
No log	0.3789	36	0.6473	0.1818	0.6473	0.8045
No log	0.4	38	0.8772	0.1867	0.8772	0.9366
No log	0.4211	40	0.6368	0.1138	0.6368	0.7980
No log	0.4421	42	0.8897	0.1493	0.8897	0.9432
No log	0.4632	44	0.7868	0.1828	0.7868	0.8870
No log	0.4842	46	0.7364	0.1443	0.7364	0.8581
No log	0.5053	48	1.0398	0.1093	1.0398	1.0197
No log	0.5263	50	0.8431	0.1931	0.8431	0.9182
No log	0.5474	52	0.6696	0.1445	0.6696	0.8183
No log	0.5684	54	0.7192	0.2165	0.7192	0.8481
No log	0.5895	56	0.6094	0.2000	0.6094	0.7807
No log	0.6105	58	0.7232	0.1858	0.7232	0.8504
No log	0.6316	60	0.5933	0.1381	0.5933	0.7702
No log	0.6526	62	0.6501	0.3263	0.6501	0.8063
No log	0.6737	64	0.6277	0.3469	0.6277	0.7923
No log	0.6947	66	0.5353	0.3591	0.5353	0.7316
No log	0.7158	68	0.6925	0.2900	0.6925	0.8322
No log	0.7368	70	0.5645	0.2917	0.5645	0.7514
No log	0.7579	72	0.6246	0.3591	0.6246	0.7903
No log	0.7789	74	0.7406	0.2300	0.7406	0.8606
No log	0.8	76	0.5287	0.2318	0.5287	0.7271
No log	0.8211	78	0.6013	0.2000	0.6013	0.7754
No log	0.8421	80	0.8102	0.2531	0.8102	0.9001
No log	0.8632	82	0.5881	0.2746	0.5881	0.7668
No log	0.8842	84	0.6320	0.3591	0.6320	0.7950
No log	0.9053	86	0.8456	0.2000	0.8456	0.9196
No log	0.9263	88	0.5655	0.3591	0.5655	0.7520
No log	0.9474	90	0.5568	0.3299	0.5568	0.7462
No log	0.9684	92	0.5714	0.3299	0.5714	0.7559
No log	0.9895	94	0.6835	0.3725	0.6835	0.8268
No log	1.0105	96	0.7913	0.3214	0.7913	0.8895
No log	1.0316	98	0.5313	0.3333	0.5313	0.7289
No log	1.0526	100	0.8495	0.2863	0.8495	0.9217
No log	1.0737	102	0.7169	0.3103	0.7169	0.8467
No log	1.0947	104	0.5292	0.4167	0.5291	0.7274
No log	1.1158	106	0.9233	0.2771	0.9233	0.9609
No log	1.1368	108	1.0601	0.1032	1.0601	1.0296
No log	1.1579	110	0.6886	0.4489	0.6886	0.8298
No log	1.1789	112	0.5721	0.3263	0.5721	0.7564
No log	1.2	114	0.5634	0.2626	0.5634	0.7506
No log	1.2211	116	0.6682	0.3846	0.6682	0.8174
No log	1.2421	118	0.7011	0.3684	0.7011	0.8373
No log	1.2632	120	0.7857	0.2743	0.7857	0.8864
No log	1.2842	122	0.6143	0.3905	0.6143	0.7838
No log	1.3053	124	0.6712	0.36	0.6712	0.8193
No log	1.3263	126	0.6084	0.28	0.6084	0.7800
No log	1.3474	128	0.7104	0.3755	0.7104	0.8428
No log	1.3684	130	0.6848	0.3808	0.6848	0.8275
No log	1.3895	132	0.5622	0.3609	0.5622	0.7498
No log	1.4105	134	0.5767	0.3708	0.5767	0.7594
No log	1.4316	136	0.5360	0.3439	0.5360	0.7321
No log	1.4526	138	1.0157	0.1946	1.0157	1.0078
No log	1.4737	140	0.9010	0.2548	0.9010	0.9492
No log	1.4947	142	0.4810	0.3846	0.4810	0.6936
No log	1.5158	144	0.6103	0.3052	0.6103	0.7812
No log	1.5368	146	0.5843	0.3116	0.5843	0.7644
No log	1.5579	148	0.4762	0.4286	0.4762	0.6901
No log	1.5789	150	0.5227	0.4977	0.5227	0.7230
No log	1.6	152	0.5159	0.4703	0.5159	0.7183
No log	1.6211	154	0.5167	0.4798	0.5167	0.7189
No log	1.6421	156	0.5021	0.4909	0.5021	0.7086
No log	1.6632	158	0.7951	0.3731	0.7951	0.8917
No log	1.6842	160	1.5267	0.2271	1.5267	1.2356
No log	1.7053	162	1.1978	0.2444	1.1978	1.0944
No log	1.7263	164	0.5243	0.4694	0.5243	0.7241
No log	1.7474	166	0.6104	0.2000	0.6104	0.7813
No log	1.7684	168	0.9944	0.1496	0.9944	0.9972
No log	1.7895	170	0.9747	0.1496	0.9747	0.9872
No log	1.8105	172	0.6462	0.2811	0.6462	0.8038
No log	1.8316	174	0.5294	0.4709	0.5294	0.7276
No log	1.8526	176	1.0846	0.2478	1.0846	1.0415
No log	1.8737	178	1.4144	0.2000	1.4144	1.1893
No log	1.8947	180	0.9951	0.2765	0.9951	0.9976
No log	1.9158	182	0.6896	0.3462	0.6896	0.8304
No log	1.9368	184	0.5783	0.4222	0.5783	0.7605
No log	1.9579	186	0.5651	0.3708	0.5651	0.7517
No log	1.9789	188	0.6291	0.2967	0.6291	0.7932
No log	2.0	190	0.8714	0.2554	0.8714	0.9335
No log	2.0211	192	0.7482	0.2549	0.7482	0.8650
No log	2.0421	194	0.6172	0.3161	0.6172	0.7856
No log	2.0632	196	0.7345	0.2143	0.7345	0.8571
No log	2.0842	198	0.6271	0.3892	0.6271	0.7919
No log	2.1053	200	0.6200	0.3706	0.6200	0.7874
No log	2.1263	202	0.6846	0.3917	0.6846	0.8274
No log	2.1474	204	0.6842	0.3271	0.6842	0.8272
No log	2.1684	206	0.8437	0.3220	0.8437	0.9185
No log	2.1895	208	0.7880	0.3363	0.7880	0.8877
No log	2.2105	210	0.6911	0.3365	0.6911	0.8313
No log	2.2316	212	0.4592	0.4839	0.4592	0.6776
No log	2.2526	214	0.4516	0.4764	0.4516	0.6720
No log	2.2737	216	0.5221	0.5459	0.5221	0.7226
No log	2.2947	218	0.7187	0.2579	0.7187	0.8478
No log	2.3158	220	0.7785	0.3030	0.7785	0.8823
No log	2.3368	222	0.6144	0.3803	0.6144	0.7839
No log	2.3579	224	0.7907	0.2531	0.7907	0.8892
No log	2.3789	226	1.1068	0.2564	1.1068	1.0520
No log	2.4	228	0.8733	0.3473	0.8733	0.9345
No log	2.4211	230	0.6398	0.2941	0.6398	0.7999
No log	2.4421	232	0.7498	0.3242	0.7498	0.8659
No log	2.4632	234	0.7387	0.3271	0.7387	0.8595
No log	2.4842	236	0.6719	0.2919	0.6719	0.8197
No log	2.5053	238	0.6302	0.3394	0.6302	0.7938
No log	2.5263	240	0.6048	0.3725	0.6048	0.7777
No log	2.5474	242	0.5767	0.4694	0.5767	0.7594
No log	2.5684	244	0.6239	0.3398	0.6239	0.7899
No log	2.5895	246	1.1827	0.2211	1.1827	1.0875
No log	2.6105	248	1.4775	0.1202	1.4775	1.2155
No log	2.6316	250	1.0420	0.2291	1.0420	1.0208
No log	2.6526	252	0.5552	0.4468	0.5552	0.7451
No log	2.6737	254	0.7576	0.1619	0.7576	0.8704
No log	2.6947	256	0.8427	0.1351	0.8427	0.9180
No log	2.7158	258	0.6074	0.2390	0.6074	0.7793
No log	2.7368	260	0.5656	0.3077	0.5656	0.7521
No log	2.7579	262	0.9787	0.2727	0.9787	0.9893
No log	2.7789	264	1.1625	0.2432	1.1625	1.0782
No log	2.8	266	0.8548	0.2727	0.8548	0.9246
No log	2.8211	268	0.5796	0.4751	0.5796	0.7613
No log	2.8421	270	0.5622	0.5068	0.5622	0.7498
No log	2.8632	272	0.5743	0.4439	0.5743	0.7578
No log	2.8842	274	0.7011	0.3874	0.7011	0.8373
No log	2.9053	276	0.7735	0.3388	0.7735	0.8795
No log	2.9263	278	0.7119	0.3874	0.7119	0.8437
No log	2.9474	280	0.7034	0.3917	0.7034	0.8387
No log	2.9684	282	0.7890	0.3808	0.7890	0.8882
No log	2.9895	284	0.5896	0.3398	0.5896	0.7678
No log	3.0105	286	0.5392	0.4951	0.5392	0.7343
No log	3.0316	288	0.5329	0.4680	0.5329	0.7300
No log	3.0526	290	0.5573	0.3831	0.5573	0.7465
No log	3.0737	292	0.6823	0.3548	0.6823	0.8260
No log	3.0947	294	0.7782	0.2579	0.7782	0.8822
No log	3.1158	296	0.7678	0.2963	0.7678	0.8762
No log	3.1368	298	0.6935	0.3514	0.6935	0.8328
No log	3.1579	300	0.5880	0.3951	0.5880	0.7668
No log	3.1789	302	0.5379	0.4286	0.5379	0.7334
No log	3.2	304	0.5941	0.3951	0.5941	0.7708
No log	3.2211	306	0.6773	0.3684	0.6773	0.8230
No log	3.2421	308	0.6485	0.3769	0.6485	0.8053
No log	3.2632	310	0.6324	0.3951	0.6324	0.7952
No log	3.2842	312	0.6946	0.3271	0.6946	0.8334
No log	3.3053	314	0.7556	0.3537	0.7556	0.8693
No log	3.3263	316	0.8727	0.3438	0.8727	0.9342
No log	3.3474	318	0.8128	0.2881	0.8128	0.9016
No log	3.3684	320	0.6004	0.4175	0.6004	0.7748
No log	3.3895	322	0.5359	0.3990	0.5359	0.7321
No log	3.4105	324	0.5461	0.4043	0.5461	0.7390
No log	3.4316	326	0.5912	0.3488	0.5912	0.7689
No log	3.4526	328	0.5409	0.4043	0.5409	0.7355
No log	3.4737	330	0.5747	0.4175	0.5747	0.7581
No log	3.4947	332	0.7247	0.2621	0.7247	0.8513
No log	3.5158	334	0.7216	0.3035	0.7216	0.8494
No log	3.5368	336	0.5384	0.4105	0.5384	0.7338
No log	3.5579	338	0.5029	0.3846	0.5029	0.7092
No log	3.5789	340	0.5086	0.3778	0.5086	0.7131
No log	3.6	342	0.5845	0.3462	0.5845	0.7645
No log	3.6211	344	0.6976	0.3208	0.6976	0.8352
No log	3.6421	346	0.6634	0.3208	0.6634	0.8145
No log	3.6632	348	0.6208	0.3524	0.6208	0.7879
No log	3.6842	350	0.5571	0.3433	0.5571	0.7464
No log	3.7053	352	0.5827	0.36	0.5827	0.7634
No log	3.7263	354	0.6888	0.3208	0.6888	0.8299
No log	3.7474	356	0.6582	0.3237	0.6582	0.8113
No log	3.7684	358	0.6183	0.3267	0.6183	0.7863
No log	3.7895	360	0.5197	0.3575	0.5197	0.7209
No log	3.8105	362	0.5251	0.4607	0.5251	0.7247
No log	3.8316	364	0.5749	0.2787	0.5749	0.7582
No log	3.8526	366	0.5026	0.4483	0.5026	0.7089
No log	3.8737	368	0.5234	0.3508	0.5234	0.7235
No log	3.8947	370	0.6087	0.2990	0.6087	0.7802
No log	3.9158	372	0.6120	0.2990	0.6120	0.7823
No log	3.9368	374	0.5188	0.3684	0.5188	0.7203
No log	3.9579	376	0.5005	0.4409	0.5005	0.7075
No log	3.9789	378	0.4913	0.4023	0.4913	0.7009
No log	4.0	380	0.5226	0.4404	0.5226	0.7229
No log	4.0211	382	0.6210	0.3143	0.6210	0.7880
No log	4.0421	384	0.6865	0.2897	0.6865	0.8286
No log	4.0632	386	0.5629	0.4105	0.5629	0.7503
No log	4.0842	388	0.4895	0.4286	0.4895	0.6996
No log	4.1053	390	0.4629	0.4419	0.4629	0.6804
No log	4.1263	392	0.4638	0.4350	0.4638	0.6810
No log	4.1474	394	0.5052	0.4682	0.5052	0.7108
No log	4.1684	396	0.5313	0.4105	0.5313	0.7289
No log	4.1895	398	0.5158	0.3882	0.5158	0.7182
No log	4.2105	400	0.4807	0.4220	0.4807	0.6933
No log	4.2316	402	0.4943	0.4152	0.4943	0.7030
No log	4.2526	404	0.5024	0.3846	0.5024	0.7088
No log	4.2737	406	0.6379	0.3333	0.6379	0.7987
No log	4.2947	408	0.7217	0.2308	0.7217	0.8496
No log	4.3158	410	0.6062	0.3299	0.6062	0.7786
No log	4.3368	412	0.5047	0.3953	0.5047	0.7104
No log	4.3579	414	0.6077	0.3469	0.6077	0.7796
No log	4.3789	416	0.6478	0.3267	0.6478	0.8049
No log	4.4	418	0.5273	0.4419	0.5273	0.7262
No log	4.4211	420	0.5324	0.4162	0.5324	0.7297
No log	4.4421	422	0.7074	0.2217	0.7074	0.8411
No log	4.4632	424	0.7163	0.2212	0.7163	0.8463
No log	4.4842	426	0.5636	0.3641	0.5636	0.7507
No log	4.5053	428	0.5320	0.4171	0.5320	0.7294
No log	4.5263	430	0.5251	0.4227	0.5251	0.7246
No log	4.5474	432	0.5319	0.3927	0.5319	0.7293
No log	4.5684	434	0.5469	0.3939	0.5469	0.7396
No log	4.5895	436	0.6232	0.3208	0.6232	0.7894
No log	4.6105	438	0.7711	0.2531	0.7711	0.8781
No log	4.6316	440	0.7155	0.2607	0.7155	0.8459
No log	4.6526	442	0.6797	0.3208	0.6797	0.8244
No log	4.6737	444	0.5938	0.3131	0.5938	0.7706
No log	4.6947	446	0.5212	0.4404	0.5212	0.7219
No log	4.7158	448	0.5122	0.4043	0.5122	0.7157
No log	4.7368	450	0.5535	0.3878	0.5535	0.7440
No log	4.7579	452	0.7370	0.2469	0.7370	0.8585
No log	4.7789	454	0.7624	0.2863	0.7624	0.8732
No log	4.8	456	0.6020	0.2762	0.6020	0.7759
No log	4.8211	458	0.4948	0.4404	0.4948	0.7034
No log	4.8421	460	0.4875	0.4409	0.4875	0.6982
No log	4.8632	462	0.4996	0.4709	0.4996	0.7068
No log	4.8842	464	0.5722	0.4167	0.5722	0.7564
No log	4.9053	466	0.5628	0.4105	0.5628	0.7502
No log	4.9263	468	0.4924	0.4709	0.4924	0.7017
No log	4.9474	470	0.4962	0.4225	0.4962	0.7044
No log	4.9684	472	0.4977	0.4468	0.4977	0.7055
No log	4.9895	474	0.4762	0.4819	0.4762	0.6901
No log	5.0105	476	0.5589	0.4051	0.5589	0.7476
No log	5.0316	478	0.6267	0.3333	0.6267	0.7917
No log	5.0526	480	0.7159	0.2579	0.7159	0.8461
No log	5.0737	482	0.6264	0.3663	0.6264	0.7914
No log	5.0947	484	0.5592	0.3878	0.5592	0.7478
No log	5.1158	486	0.5628	0.3878	0.5628	0.7502
No log	5.1368	488	0.5947	0.3433	0.5947	0.7712
No log	5.1579	490	0.6637	0.3116	0.6637	0.8147
No log	5.1789	492	0.6549	0.3052	0.6549	0.8092
No log	5.2	494	0.5779	0.3333	0.5779	0.7602
No log	5.2211	496	0.5451	0.4747	0.5451	0.7383
No log	5.2421	498	0.5379	0.4747	0.5379	0.7334
0.4235	5.2632	500	0.5565	0.3878	0.5565	0.7460
0.4235	5.2842	502	0.6179	0.3171	0.6179	0.7860
0.4235	5.3053	504	0.6315	0.3333	0.6315	0.7946
0.4235	5.3263	506	0.5913	0.3200	0.5913	0.7690
0.4235	5.3474	508	0.5471	0.4468	0.5471	0.7397
0.4235	5.3684	510	0.5365	0.3591	0.5365	0.7325
0.4235	5.3895	512	0.5445	0.3591	0.5445	0.7379
0.4235	5.4105	514	0.5216	0.3478	0.5216	0.7222
0.4235	5.4316	516	0.5189	0.4157	0.5189	0.7204
0.4235	5.4526	518	0.5203	0.3846	0.5203	0.7213
0.4235	5.4737	520	0.5460	0.3591	0.5460	0.7389
0.4235	5.4947	522	0.6517	0.2227	0.6517	0.8073
0.4235	5.5158	524	0.7627	0.2554	0.7627	0.8733
0.4235	5.5368	526	0.7235	0.2217	0.7235	0.8506
0.4235	5.5579	528	0.6301	0.3623	0.6301	0.7938
0.4235	5.5789	530	0.6424	0.3208	0.6424	0.8015
0.4235	5.6	532	0.5615	0.2787	0.5615	0.7494
0.4235	5.6211	534	0.5354	0.4413	0.5354	0.7317
0.4235	5.6421	536	0.5862	0.3333	0.5862	0.7656
0.4235	5.6632	538	0.5561	0.4098	0.5561	0.7457
0.4235	5.6842	540	0.5302	0.4162	0.5302	0.7281
0.4235	5.7053	542	0.6404	0.2464	0.6404	0.8003
0.4235	5.7263	544	0.6895	0.2153	0.6895	0.8304
0.4235	5.7474	546	0.6206	0.2513	0.6206	0.7878
0.4235	5.7684	548	0.5412	0.3708	0.5412	0.7357
0.4235	5.7895	550	0.5222	0.4839	0.5222	0.7226
0.4235	5.8105	552	0.5278	0.4839	0.5278	0.7265
0.4235	5.8316	554	0.5263	0.3846	0.5263	0.7255
0.4235	5.8526	556	0.5350	0.4348	0.5350	0.7315
0.4235	5.8737	558	0.5658	0.3224	0.5658	0.7522
0.4235	5.8947	560	0.5443	0.4348	0.5443	0.7377
0.4235	5.9158	562	0.5204	0.3846	0.5204	0.7214
0.4235	5.9368	564	0.5115	0.3898	0.5115	0.7152
0.4235	5.9579	566	0.5095	0.3563	0.5095	0.7138
0.4235	5.9789	568	0.5306	0.3708	0.5306	0.7285
0.4235	6.0	570	0.5311	0.3708	0.5311	0.7288
0.4235	6.0211	572	0.5101	0.4033	0.5101	0.7142
0.4235	6.0421	574	0.4803	0.3953	0.4803	0.6930
0.4235	6.0632	576	0.4717	0.3953	0.4717	0.6868
0.4235	6.0842	578	0.4749	0.4483	0.4749	0.6891
0.4235	6.1053	580	0.5507	0.3535	0.5507	0.7421
0.4235	6.1263	582	0.6657	0.3623	0.6657	0.8159
0.4235	6.1474	584	0.6753	0.3514	0.6753	0.8218
0.4235	6.1684	586	0.5988	0.3103	0.5988	0.7738
0.4235	6.1895	588	0.5198	0.3831	0.5198	0.7210
0.4235	6.2105	590	0.5223	0.3831	0.5223	0.7227
0.4235	6.2316	592	0.5210	0.3878	0.5210	0.7218
0.4235	6.2526	594	0.4981	0.4171	0.4981	0.7057
0.4235	6.2737	596	0.4831	0.4112	0.4831	0.6950
0.4235	6.2947	598	0.4798	0.4167	0.4798	0.6927
0.4235	6.3158	600	0.4710	0.5027	0.4710	0.6863
0.4235	6.3368	602	0.5039	0.3508	0.5039	0.7099
0.4235	6.3579	604	0.5149	0.3617	0.5149	0.7175
0.4235	6.3789	606	0.4702	0.4413	0.4702	0.6857
0.4235	6.4	608	0.4604	0.5217	0.4604	0.6785
0.4235	6.4211	610	0.4609	0.5217	0.4609	0.6789
0.4235	6.4421	612	0.4637	0.4667	0.4637	0.6810
0.4235	6.4632	614	0.4982	0.4033	0.4982	0.7058
0.4235	6.4842	616	0.5642	0.3131	0.5642	0.7512
0.4235	6.5053	618	0.5822	0.3103	0.5822	0.7630
0.4235	6.5263	620	0.5186	0.3661	0.5186	0.7201
0.4235	6.5474	622	0.4760	0.4348	0.4760	0.6899
0.4235	6.5684	624	0.4700	0.4023	0.4700	0.6855
0.4235	6.5895	626	0.4621	0.3609	0.4621	0.6798
0.4235	6.6105	628	0.4738	0.3757	0.4738	0.6883
0.4235	6.6316	630	0.4793	0.3636	0.4793	0.6923
0.4235	6.6526	632	0.4706	0.3488	0.4706	0.6860
0.4235	6.6737	634	0.5305	0.4162	0.5305	0.7284
0.4235	6.6947	636	0.6019	0.3641	0.6019	0.7758
0.4235	6.7158	638	0.5938	0.4105	0.5938	0.7706
0.4235	6.7368	640	0.5256	0.4468	0.5256	0.7249
0.4235	6.7579	642	0.5076	0.4033	0.5076	0.7125
0.4235	6.7789	644	0.5006	0.3913	0.5006	0.7075
0.4235	6.8	646	0.4984	0.3913	0.4984	0.7060
0.4235	6.8211	648	0.5115	0.4409	0.5115	0.7152
0.4235	6.8421	650	0.5214	0.4973	0.5214	0.7221
0.4235	6.8632	652	0.5504	0.4468	0.5504	0.7419
0.4235	6.8842	654	0.5493	0.4404	0.5493	0.7412
0.4235	6.9053	656	0.5413	0.4404	0.5413	0.7357
0.4235	6.9263	658	0.5097	0.4583	0.5097	0.7139
0.4235	6.9474	660	0.4968	0.4536	0.4968	0.7048
0.4235	6.9684	662	0.4953	0.4468	0.4953	0.7038
0.4235	6.9895	664	0.5127	0.4286	0.5127	0.7160
0.4235	7.0105	666	0.5377	0.3878	0.5377	0.7332
0.4235	7.0316	668	0.5315	0.3433	0.5315	0.7290
0.4235	7.0526	670	0.5254	0.3769	0.5254	0.7248
0.4235	7.0737	672	0.5163	0.3769	0.5163	0.7186
0.4235	7.0947	674	0.5277	0.3769	0.5277	0.7264
0.4235	7.1158	676	0.5598	0.3939	0.5598	0.7482
0.4235	7.1368	678	0.5547	0.4404	0.5547	0.7448
0.4235	7.1579	680	0.5179	0.3402	0.5179	0.7196
0.4235	7.1789	682	0.5030	0.3846	0.5030	0.7092
0.4235	7.2	684	0.4969	0.3953	0.4969	0.7049
0.4235	7.2211	686	0.5009	0.3520	0.5009	0.7077
0.4235	7.2421	688	0.5314	0.4043	0.5314	0.7290
0.4235	7.2632	690	0.5421	0.4404	0.5421	0.7363
0.4235	7.2842	692	0.5195	0.4043	0.5195	0.7208
0.4235	7.3053	694	0.4889	0.4356	0.4889	0.6992
0.4235	7.3263	696	0.4800	0.4217	0.4800	0.6928
0.4235	7.3474	698	0.4779	0.3953	0.4779	0.6913
0.4235	7.3684	700	0.4793	0.4217	0.4793	0.6923
0.4235	7.3895	702	0.4897	0.4356	0.4897	0.6998
0.4235	7.4105	704	0.5137	0.4536	0.5137	0.7167
0.4235	7.4316	706	0.5405	0.4404	0.5405	0.7352
0.4235	7.4526	708	0.5559	0.3939	0.5559	0.7456
0.4235	7.4737	710	0.5300	0.4536	0.5300	0.7280
0.4235	7.4947	712	0.4894	0.4536	0.4894	0.6996
0.4235	7.5158	714	0.4771	0.3953	0.4771	0.6908
0.4235	7.5368	716	0.4904	0.4947	0.4904	0.7003
0.4235	7.5579	718	0.4975	0.4595	0.4975	0.7053
0.4235	7.5789	720	0.4820	0.5080	0.4820	0.6943
0.4235	7.6	722	0.4688	0.3953	0.4688	0.6847
0.4235	7.6211	724	0.4792	0.4286	0.4792	0.6922
0.4235	7.6421	726	0.4820	0.4286	0.4820	0.6943
0.4235	7.6632	728	0.4763	0.4286	0.4763	0.6902
0.4235	7.6842	730	0.4707	0.3735	0.4707	0.6861
0.4235	7.7053	732	0.4727	0.3609	0.4727	0.6875
0.4235	7.7263	734	0.4816	0.3684	0.4816	0.6940
0.4235	7.7474	736	0.4894	0.4033	0.4894	0.6995
0.4235	7.7684	738	0.4912	0.4033	0.4912	0.7008
0.4235	7.7895	740	0.4949	0.3978	0.4949	0.7035
0.4235	7.8105	742	0.5020	0.3978	0.5020	0.7086
0.4235	7.8316	744	0.5165	0.3508	0.5165	0.7187
0.4235	7.8526	746	0.5170	0.3508	0.5170	0.7190
0.4235	7.8737	748	0.5280	0.3878	0.5280	0.7266
0.4235	7.8947	750	0.5535	0.3878	0.5535	0.7440
0.4235	7.9158	752	0.5780	0.3939	0.5780	0.7603
0.4235	7.9368	754	0.6039	0.3892	0.6039	0.7771
0.4235	7.9579	756	0.5948	0.3892	0.5948	0.7712
0.4235	7.9789	758	0.6203	0.3846	0.6203	0.7876
0.4235	8.0	760	0.6164	0.3846	0.6164	0.7851
0.4235	8.0211	762	0.5730	0.3892	0.5730	0.7570
0.4235	8.0421	764	0.5469	0.3878	0.5469	0.7395
0.4235	8.0632	766	0.5196	0.3862	0.5196	0.7209
0.4235	8.0842	768	0.5094	0.4286	0.5094	0.7137
0.4235	8.1053	770	0.5115	0.4764	0.5115	0.7152
0.4235	8.1263	772	0.5259	0.4171	0.5259	0.7252
0.4235	8.1474	774	0.5733	0.3433	0.5733	0.7571
0.4235	8.1684	776	0.6353	0.3427	0.6353	0.7970
0.4235	8.1895	778	0.6582	0.3028	0.6582	0.8113
0.4235	8.2105	780	0.6326	0.3028	0.6326	0.7954
0.4235	8.2316	782	0.5837	0.3433	0.5837	0.7640
0.4235	8.2526	784	0.5357	0.4171	0.5357	0.7319
0.4235	8.2737	786	0.5016	0.4764	0.5016	0.7082
0.4235	8.2947	788	0.4980	0.4947	0.4980	0.7057
0.4235	8.3158	790	0.4958	0.4947	0.4958	0.7041
0.4235	8.3368	792	0.4936	0.4409	0.4936	0.7025
0.4235	8.3579	794	0.5038	0.4595	0.5038	0.7098
0.4235	8.3789	796	0.5197	0.4171	0.5197	0.7209
0.4235	8.4	798	0.5587	0.3878	0.5587	0.7475
0.4235	8.4211	800	0.6081	0.3462	0.6081	0.7798
0.4235	8.4421	802	0.6517	0.2744	0.6517	0.8073
0.4235	8.4632	804	0.6535	0.3028	0.6535	0.8084
0.4235	8.4842	806	0.6116	0.3892	0.6116	0.7820
0.4235	8.5053	808	0.5683	0.4171	0.5683	0.7539
0.4235	8.5263	810	0.5339	0.4171	0.5339	0.7307
0.4235	8.5474	812	0.5166	0.4343	0.5166	0.7187
0.4235	8.5684	814	0.5142	0.4694	0.5142	0.7171
0.4235	8.5895	816	0.5195	0.4924	0.5195	0.7208
0.4235	8.6105	818	0.5158	0.4343	0.5158	0.7182
0.4235	8.6316	820	0.5178	0.4924	0.5178	0.7196
0.4235	8.6526	822	0.5171	0.4583	0.5171	0.7191
0.4235	8.6737	824	0.5175	0.4639	0.5175	0.7194
0.4235	8.6947	826	0.5074	0.4343	0.5074	0.7123
0.4235	8.7158	828	0.5041	0.4286	0.5041	0.7100
0.4235	8.7368	830	0.4987	0.4286	0.4987	0.7062
0.4235	8.7579	832	0.4987	0.4286	0.4987	0.7062
0.4235	8.7789	834	0.4999	0.4286	0.4999	0.7070
0.4235	8.8	836	0.5044	0.4225	0.5044	0.7102
0.4235	8.8211	838	0.5222	0.4639	0.5222	0.7226
0.4235	8.8421	840	0.5411	0.4694	0.5411	0.7356
0.4235	8.8632	842	0.5565	0.4404	0.5565	0.7460
0.4235	8.8842	844	0.5541	0.4694	0.5541	0.7444
0.4235	8.9053	846	0.5420	0.4171	0.5420	0.7362
0.4235	8.9263	848	0.5243	0.4639	0.5243	0.7241
0.4235	8.9474	850	0.5119	0.4639	0.5119	0.7155
0.4235	8.9684	852	0.5036	0.4346	0.5036	0.7097
0.4235	8.9895	854	0.5016	0.4346	0.5016	0.7082
0.4235	9.0105	856	0.5037	0.4346	0.5037	0.7097
0.4235	9.0316	858	0.5108	0.4627	0.5108	0.7147
0.4235	9.0526	860	0.5276	0.4639	0.5276	0.7264
0.4235	9.0737	862	0.5443	0.4171	0.5443	0.7378
0.4235	9.0947	864	0.5713	0.3725	0.5713	0.7558
0.4235	9.1158	866	0.5808	0.4229	0.5808	0.7621
0.4235	9.1368	868	0.5810	0.4229	0.5810	0.7622
0.4235	9.1579	870	0.5759	0.4229	0.5759	0.7589
0.4235	9.1789	872	0.5774	0.4229	0.5774	0.7599
0.4235	9.2	874	0.5704	0.4229	0.5704	0.7553
0.4235	9.2211	876	0.5629	0.4229	0.5629	0.7502
0.4235	9.2421	878	0.5576	0.4171	0.5576	0.7467
0.4235	9.2632	880	0.5446	0.4171	0.5446	0.7380
0.4235	9.2842	882	0.5287	0.4639	0.5287	0.7271
0.4235	9.3053	884	0.5152	0.4639	0.5152	0.7178
0.4235	9.3263	886	0.5071	0.4639	0.5071	0.7121
0.4235	9.3474	888	0.4964	0.4162	0.4964	0.7045
0.4235	9.3684	890	0.4914	0.4468	0.4914	0.7010
0.4235	9.3895	892	0.4901	0.4468	0.4901	0.7001
0.4235	9.4105	894	0.4908	0.4468	0.4908	0.7006
0.4235	9.4316	896	0.4939	0.4468	0.4939	0.7028
0.4235	9.4526	898	0.4991	0.4583	0.4991	0.7064
0.4235	9.4737	900	0.4997	0.4583	0.4997	0.7069
0.4235	9.4947	902	0.5024	0.4709	0.5024	0.7088
0.4235	9.5158	904	0.5033	0.4639	0.5033	0.7095
0.4235	9.5368	906	0.5041	0.4639	0.5041	0.7100
0.4235	9.5579	908	0.5063	0.4639	0.5063	0.7116
0.4235	9.5789	910	0.5092	0.4639	0.5092	0.7136
0.4235	9.6	912	0.5072	0.4639	0.5072	0.7122
0.4235	9.6211	914	0.5044	0.4709	0.5044	0.7102
0.4235	9.6421	916	0.5015	0.4583	0.5015	0.7082
0.4235	9.6632	918	0.4989	0.4872	0.4989	0.7064
0.4235	9.6842	920	0.4986	0.4872	0.4986	0.7061
0.4235	9.7053	922	0.4988	0.4872	0.4988	0.7062
0.4235	9.7263	924	0.4979	0.4872	0.4979	0.7056
0.4235	9.7474	926	0.4977	0.4872	0.4977	0.7055
0.4235	9.7684	928	0.4980	0.4872	0.4980	0.7057
0.4235	9.7895	930	0.4980	0.4872	0.4980	0.7057
0.4235	9.8105	932	0.4988	0.4872	0.4988	0.7062
0.4235	9.8316	934	0.4997	0.4583	0.4997	0.7069
0.4235	9.8526	936	0.5004	0.4583	0.5004	0.7074
0.4235	9.8737	938	0.5009	0.4583	0.5009	0.7077
0.4235	9.8947	940	0.5018	0.4583	0.5018	0.7084
0.4235	9.9158	942	0.5034	0.4709	0.5034	0.7095
0.4235	9.9368	944	0.5051	0.4709	0.5051	0.7107
0.4235	9.9579	946	0.5061	0.4709	0.5061	0.7114
0.4235	9.9789	948	0.5068	0.4709	0.5068	0.7119
0.4235	10.0	950	0.5071	0.4709	0.5071	0.7121

Framework versions

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