ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k20_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: 0.6171
• Qwk: 0.2258
• Mse: 0.6171
• Rmse: 0.7856

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	0.0233	2	3.2521	-0.0350	3.2521	1.8033
No log	0.0465	4	1.5201	-0.0070	1.5201	1.2329
No log	0.0698	6	0.8969	0.1020	0.8969	0.9471
No log	0.0930	8	0.6065	0.0725	0.6065	0.7788
No log	0.1163	10	0.6156	0.2201	0.6156	0.7846
No log	0.1395	12	0.6158	0.0588	0.6158	0.7848
No log	0.1628	14	0.9166	0.0359	0.9166	0.9574
No log	0.1860	16	0.8656	0.0545	0.8656	0.9304
No log	0.2093	18	0.6318	0.0327	0.6318	0.7948
No log	0.2326	20	0.7854	0.1238	0.7854	0.8862
No log	0.2558	22	0.6957	0.2787	0.6957	0.8341
No log	0.2791	24	0.6155	0.0949	0.6155	0.7845
No log	0.3023	26	0.6777	0.0857	0.6777	0.8232
No log	0.3256	28	0.5823	0.0199	0.5823	0.7631
No log	0.3488	30	0.7972	0.1289	0.7972	0.8929
No log	0.3721	32	0.6075	0.2787	0.6075	0.7794
No log	0.3953	34	0.5676	0.1515	0.5676	0.7534
No log	0.4186	36	0.5330	0.2000	0.5330	0.7301
No log	0.4419	38	0.6703	0.1529	0.6703	0.8187
No log	0.4651	40	0.7748	0.1579	0.7748	0.8802
No log	0.4884	42	0.5519	0.1304	0.5519	0.7429
No log	0.5116	44	0.6328	0.2169	0.6328	0.7955
No log	0.5349	46	0.5402	0.3292	0.5402	0.7350
No log	0.5581	48	0.8613	0.2000	0.8613	0.9281
No log	0.5814	50	1.2427	0.0933	1.2427	1.1148
No log	0.6047	52	0.9498	0.2327	0.9498	0.9746
No log	0.6279	54	0.6201	0.2941	0.6201	0.7875
No log	0.6512	56	0.4942	0.1773	0.4942	0.7030
No log	0.6744	58	0.5242	0.1678	0.5242	0.7240
No log	0.6977	60	0.5337	0.3032	0.5337	0.7305
No log	0.7209	62	0.7227	0.2332	0.7227	0.8501
No log	0.7442	64	1.1238	0.1692	1.1238	1.0601
No log	0.7674	66	0.6433	0.3118	0.6433	0.8020
No log	0.7907	68	0.6326	0.3548	0.6326	0.7954
No log	0.8140	70	0.7289	0.2963	0.7289	0.8538
No log	0.8372	72	0.8272	0.1928	0.8272	0.9095
No log	0.8605	74	0.5430	0.4105	0.5430	0.7369
No log	0.8837	76	0.5204	0.4409	0.5204	0.7214
No log	0.9070	78	0.8549	0.2500	0.8549	0.9246
No log	0.9302	80	1.9253	0.0815	1.9253	1.3876
No log	0.9535	82	1.1944	0.1945	1.1944	1.0929
No log	0.9767	84	0.5228	0.1655	0.5228	0.7231
No log	1.0	86	0.6383	0.2577	0.6383	0.7989
No log	1.0233	88	0.5580	0.2000	0.5580	0.7470
No log	1.0465	90	0.6544	0.3661	0.6544	0.8090
No log	1.0698	92	0.9261	0.1680	0.9261	0.9624
No log	1.0930	94	0.6161	0.3295	0.6161	0.7849
No log	1.1163	96	0.5404	0.2298	0.5404	0.7351
No log	1.1395	98	0.5330	0.1892	0.5330	0.7301
No log	1.1628	100	1.2877	0.1125	1.2877	1.1348
No log	1.1860	102	1.8684	0.0420	1.8684	1.3669
No log	1.2093	104	1.0191	0.1621	1.0191	1.0095
No log	1.2326	106	0.6752	0.2161	0.6752	0.8217
No log	1.2558	108	1.0332	0.0745	1.0332	1.0165
No log	1.2791	110	0.8243	0.1481	0.8243	0.9079
No log	1.3023	112	0.5595	0.1111	0.5595	0.7480
No log	1.3256	114	1.5241	0.0805	1.5241	1.2345
No log	1.3488	116	2.2244	0.0682	2.2244	1.4914
No log	1.3721	118	1.6690	0.0368	1.6690	1.2919
No log	1.3953	120	0.8062	0.2381	0.8062	0.8979
No log	1.4186	122	0.5462	0.1079	0.5462	0.7390
No log	1.4419	124	0.5489	0.1549	0.5489	0.7409
No log	1.4651	126	0.7791	0.1928	0.7791	0.8827
No log	1.4884	128	0.9552	0.1877	0.9552	0.9773
No log	1.5116	130	1.3365	0.1392	1.3365	1.1561
No log	1.5349	132	1.0187	0.1557	1.0187	1.0093
No log	1.5581	134	0.8072	0.1867	0.8072	0.8985
No log	1.5814	136	0.6600	0.1917	0.6600	0.8124
No log	1.6047	138	0.8318	0.1504	0.8318	0.9121
No log	1.6279	140	0.5634	0.2994	0.5634	0.7506
No log	1.6512	142	1.1011	0.1622	1.1011	1.0494
No log	1.6744	144	1.7111	0.1549	1.7111	1.3081
No log	1.6977	146	1.2344	0.1617	1.2344	1.1110
No log	1.7209	148	0.5315	0.3810	0.5315	0.7290
No log	1.7442	150	0.5685	0.2421	0.5685	0.7540
No log	1.7674	152	0.5014	0.3659	0.5014	0.7081
No log	1.7907	154	0.7815	0.1238	0.7815	0.8840
No log	1.8140	156	1.7397	0.1797	1.7397	1.3190
No log	1.8372	158	1.6635	0.1377	1.6635	1.2898
No log	1.8605	160	0.8318	0.1261	0.8318	0.9120
No log	1.8837	162	0.5513	0.3563	0.5513	0.7425
No log	1.9070	164	0.6638	0.2688	0.6638	0.8147
No log	1.9302	166	1.1340	0.2157	1.1340	1.0649
No log	1.9535	168	1.1267	0.2154	1.1267	1.0615
No log	1.9767	170	0.7165	0.2143	0.7165	0.8465
No log	2.0	172	0.5700	0.4043	0.5700	0.7550
No log	2.0233	174	0.6537	0.4074	0.6537	0.8085
No log	2.0465	176	1.3746	0.2219	1.3746	1.1724
No log	2.0698	178	1.8434	0.1727	1.8434	1.3577
No log	2.0930	180	1.3519	0.2515	1.3519	1.1627
No log	2.1163	182	0.7641	0.1074	0.7641	0.8741
No log	2.1395	184	0.8045	0.1525	0.8045	0.8969
No log	2.1628	186	1.1616	0.1172	1.1616	1.0778
No log	2.1860	188	1.0745	0.1407	1.0745	1.0366
No log	2.2093	190	0.7005	0.1600	0.7005	0.8369
No log	2.2326	192	0.6187	0.3216	0.6187	0.7866
No log	2.2558	194	0.5455	0.4	0.5455	0.7386
No log	2.2791	196	0.6116	0.3829	0.6116	0.7820
No log	2.3023	198	1.0409	0.1127	1.0409	1.0202
No log	2.3256	200	1.2181	0.12	1.2181	1.1037
No log	2.3488	202	0.9415	0.1692	0.9415	0.9703
No log	2.3721	204	0.6173	0.4884	0.6173	0.7857
No log	2.3953	206	0.5998	0.4286	0.5998	0.7745
No log	2.4186	208	0.8234	0.1238	0.8234	0.9074
No log	2.4419	210	1.2264	0.1611	1.2264	1.1074
No log	2.4651	212	1.0824	0.1890	1.0824	1.0404
No log	2.4884	214	0.6933	0.2670	0.6933	0.8327
No log	2.5116	216	0.5870	0.3446	0.5870	0.7662
No log	2.5349	218	0.6950	0.3043	0.6950	0.8337
No log	2.5581	220	1.0174	0.2635	1.0174	1.0087
No log	2.5814	222	1.1166	0.2329	1.1166	1.0567
No log	2.6047	224	0.9665	0.2360	0.9665	0.9831
No log	2.6279	226	0.7071	0.3149	0.7071	0.8409
No log	2.6512	228	0.6034	0.3136	0.6034	0.7768
No log	2.6744	230	0.6005	0.3292	0.6005	0.7749
No log	2.6977	232	0.6813	0.3182	0.6813	0.8254
No log	2.7209	234	0.9093	0.1535	0.9093	0.9536
No log	2.7442	236	1.3141	0.0327	1.3141	1.1463
No log	2.7674	238	1.2712	0.1026	1.2712	1.1275
No log	2.7907	240	0.8072	0.2327	0.8072	0.8985
No log	2.8140	242	0.7312	0.1790	0.7312	0.8551
No log	2.8372	244	0.9573	0.2296	0.9573	0.9784
No log	2.8605	246	1.1637	0.1785	1.1637	1.0788
No log	2.8837	248	1.6545	0.1172	1.6545	1.2863
No log	2.9070	250	1.4009	0.1646	1.4009	1.1836
No log	2.9302	252	0.9912	0.0968	0.9912	0.9956
No log	2.9535	254	0.6382	0.3182	0.6382	0.7989
No log	2.9767	256	0.5756	0.2848	0.5756	0.7587
No log	3.0	258	0.5930	0.2821	0.5930	0.7701
No log	3.0233	260	0.6671	0.2670	0.6671	0.8168
No log	3.0465	262	0.8508	0.2000	0.8508	0.9224
No log	3.0698	264	0.7760	0.2661	0.7760	0.8809
No log	3.0930	266	0.9249	0.2174	0.9249	0.9617
No log	3.1163	268	1.2417	0.1902	1.2417	1.1143
No log	3.1395	270	0.9797	0.2174	0.9797	0.9898
No log	3.1628	272	0.6255	0.2842	0.6255	0.7909
No log	3.1860	274	0.6045	0.3898	0.6045	0.7775
No log	3.2093	276	0.8002	0.2275	0.8002	0.8946
No log	3.2326	278	0.8000	0.2632	0.8000	0.8944
No log	3.2558	280	0.6247	0.2970	0.6247	0.7904
No log	3.2791	282	0.5672	0.3609	0.5672	0.7531
No log	3.3023	284	0.5605	0.1795	0.5605	0.7487
No log	3.3256	286	0.5766	0.2809	0.5766	0.7594
No log	3.3488	288	0.6597	0.2593	0.6597	0.8122
No log	3.3721	290	0.8233	0.1927	0.8233	0.9074
No log	3.3953	292	0.9421	0.1613	0.9421	0.9706
No log	3.4186	294	0.6953	0.2536	0.6953	0.8338
No log	3.4419	296	0.6117	0.2865	0.6117	0.7821
No log	3.4651	298	0.6299	0.3043	0.6299	0.7937
No log	3.4884	300	0.6460	0.2370	0.6460	0.8037
No log	3.5116	302	0.6888	0.2432	0.6888	0.8299
No log	3.5349	304	0.5956	0.3000	0.5956	0.7718
No log	3.5581	306	0.5803	0.3000	0.5803	0.7618
No log	3.5814	308	0.5935	0.3000	0.5935	0.7704
No log	3.6047	310	0.5511	0.3735	0.5511	0.7424
No log	3.6279	312	0.5501	0.3136	0.5501	0.7417
No log	3.6512	314	0.5375	0.3708	0.5375	0.7331
No log	3.6744	316	0.5144	0.4783	0.5144	0.7172
No log	3.6977	318	0.5113	0.3708	0.5113	0.7150
No log	3.7209	320	0.4963	0.4943	0.4963	0.7045
No log	3.7442	322	0.4859	0.4607	0.4859	0.6971
No log	3.7674	324	0.5133	0.2542	0.5133	0.7165
No log	3.7907	326	0.5715	0.2821	0.5715	0.7560
No log	3.8140	328	0.5818	0.3561	0.5818	0.7628
No log	3.8372	330	0.5730	0.3591	0.5730	0.7570
No log	3.8605	332	0.6546	0.2746	0.6546	0.8091
No log	3.8837	334	0.6268	0.3520	0.6268	0.7917
No log	3.9070	336	0.5703	0.3043	0.5703	0.7552
No log	3.9302	338	0.5475	0.3073	0.5475	0.7399
No log	3.9535	340	0.6040	0.2857	0.6040	0.7772
No log	3.9767	342	0.8260	0.1928	0.8260	0.9089
No log	4.0	344	0.8371	0.2275	0.8371	0.9150
No log	4.0233	346	0.6182	0.3089	0.6182	0.7863
No log	4.0465	348	0.5368	0.4667	0.5368	0.7327
No log	4.0698	350	0.5515	0.4220	0.5515	0.7426
No log	4.0930	352	0.6018	0.3684	0.6018	0.7758
No log	4.1163	354	0.6568	0.2621	0.6568	0.8105
No log	4.1395	356	0.6980	0.2676	0.6980	0.8355
No log	4.1628	358	0.6563	0.3297	0.6563	0.8101
No log	4.1860	360	0.5705	0.3000	0.5705	0.7553
No log	4.2093	362	0.5109	0.3247	0.5109	0.7148
No log	4.2326	364	0.4871	0.35	0.4871	0.6979
No log	4.2558	366	0.5107	0.35	0.5107	0.7147
No log	4.2791	368	0.6195	0.3684	0.6195	0.7871
No log	4.3023	370	0.6408	0.3271	0.6408	0.8005
No log	4.3256	372	0.6808	0.3214	0.6808	0.8251
No log	4.3488	374	0.6947	0.3214	0.6947	0.8335
No log	4.3721	376	0.5731	0.3488	0.5731	0.7570
No log	4.3953	378	0.5580	0.3659	0.5580	0.7470
No log	4.4186	380	0.6979	0.2381	0.6979	0.8354
No log	4.4419	382	0.7471	0.2381	0.7471	0.8643
No log	4.4651	384	0.6349	0.1919	0.6349	0.7968
No log	4.4884	386	0.5647	0.2994	0.5647	0.7515
No log	4.5116	388	0.6481	0.2593	0.6481	0.8050
No log	4.5349	390	0.8216	0.2000	0.8216	0.9064
No log	4.5581	392	0.9072	0.2000	0.9072	0.9525
No log	4.5814	394	0.6832	0.2593	0.6832	0.8266
No log	4.6047	396	0.5617	0.3297	0.5617	0.7494
No log	4.6279	398	0.5611	0.3488	0.5611	0.7491
No log	4.6512	400	0.5438	0.3533	0.5438	0.7374
No log	4.6744	402	0.6154	0.1837	0.6154	0.7845
No log	4.6977	404	0.7037	0.2372	0.7037	0.8389
No log	4.7209	406	0.8830	0.2000	0.8830	0.9397
No log	4.7442	408	0.8462	0.2340	0.8462	0.9199
No log	4.7674	410	0.6554	0.1921	0.6554	0.8096
No log	4.7907	412	0.5625	0.3073	0.5625	0.7500
No log	4.8140	414	0.5660	0.3073	0.5660	0.7524
No log	4.8372	416	0.6020	0.2563	0.6020	0.7759
No log	4.8605	418	0.7205	0.2217	0.7205	0.8488
No log	4.8837	420	0.7620	0.2287	0.7620	0.8729
No log	4.9070	422	0.8758	0.2000	0.8758	0.9359
No log	4.9302	424	0.8041	0.2281	0.8041	0.8967
No log	4.9535	426	0.6871	0.1538	0.6871	0.8289
No log	4.9767	428	0.6859	0.1538	0.6859	0.8282
No log	5.0	430	0.7479	0.2287	0.7479	0.8648
No log	5.0233	432	0.6864	0.2308	0.6864	0.8285
No log	5.0465	434	0.5412	0.4607	0.5412	0.7357
No log	5.0698	436	0.5306	0.4620	0.5306	0.7284
No log	5.0930	438	0.6148	0.2563	0.6148	0.7841
No log	5.1163	440	0.8587	0.1938	0.8587	0.9266
No log	5.1395	442	0.9374	0.2000	0.9374	0.9682
No log	5.1628	444	0.9784	0.2308	0.9784	0.9891
No log	5.1860	446	0.8561	0.2000	0.8561	0.9253
No log	5.2093	448	0.6651	0.2607	0.6651	0.8155
No log	5.2326	450	0.6052	0.2251	0.6052	0.7780
No log	5.2558	452	0.5960	0.2707	0.5960	0.7720
No log	5.2791	454	0.6539	0.2315	0.6539	0.8086
No log	5.3023	456	0.6778	0.2315	0.6778	0.8233
No log	5.3256	458	0.7159	0.2308	0.7159	0.8461
No log	5.3488	460	0.6630	0.2621	0.6630	0.8142
No log	5.3721	462	0.6568	0.2607	0.6568	0.8104
No log	5.3953	464	0.7397	0.2646	0.7397	0.8600
No log	5.4186	466	0.8164	0.2520	0.8164	0.9035
No log	5.4419	468	0.6842	0.2523	0.6842	0.8272
No log	5.4651	470	0.5801	0.4059	0.5801	0.7616
No log	5.4884	472	0.6026	0.2919	0.6026	0.7763
No log	5.5116	474	0.6515	0.2536	0.6515	0.8071
No log	5.5349	476	0.7802	0.2281	0.7802	0.8833
No log	5.5581	478	0.7884	0.2281	0.7884	0.8879
No log	5.5814	480	0.8069	0.2281	0.8069	0.8983
No log	5.6047	482	0.6852	0.2315	0.6852	0.8278
No log	5.6279	484	0.5679	0.3636	0.5679	0.7536
No log	5.6512	486	0.5798	0.3548	0.5798	0.7615
No log	5.6744	488	0.7306	0.1927	0.7306	0.8548
No log	5.6977	490	0.9675	0.2243	0.9675	0.9836
No log	5.7209	492	0.9497	0.2243	0.9497	0.9745
No log	5.7442	494	0.7562	0.2287	0.7562	0.8696
No log	5.7674	496	0.5795	0.3035	0.5795	0.7612
No log	5.7907	498	0.5372	0.3730	0.5372	0.7329
0.4413	5.8140	500	0.5467	0.3636	0.5467	0.7394
0.4413	5.8372	502	0.6005	0.2653	0.6005	0.7749
0.4413	5.8605	504	0.6341	0.2323	0.6341	0.7963
0.4413	5.8837	506	0.5911	0.3089	0.5911	0.7688
0.4413	5.9070	508	0.5332	0.3882	0.5332	0.7302
0.4413	5.9302	510	0.5278	0.3966	0.5278	0.7265
0.4413	5.9535	512	0.5511	0.3371	0.5511	0.7424
0.4413	5.9767	514	0.5872	0.36	0.5872	0.7663
0.4413	6.0	516	0.6413	0.2150	0.6413	0.8008
0.4413	6.0233	518	0.6417	0.2150	0.6417	0.8011
0.4413	6.0465	520	0.5898	0.2941	0.5898	0.7680
0.4413	6.0698	522	0.5427	0.3730	0.5427	0.7367
0.4413	6.0930	524	0.5266	0.4468	0.5266	0.7257
0.4413	6.1163	526	0.5465	0.3966	0.5465	0.7392
0.4413	6.1395	528	0.6607	0.1848	0.6607	0.8128
0.4413	6.1628	530	0.7488	0.2542	0.7488	0.8653
0.4413	6.1860	532	0.7177	0.2566	0.7177	0.8471
0.4413	6.2093	534	0.6557	0.2653	0.6557	0.8097
0.4413	6.2326	536	0.6042	0.2688	0.6042	0.7773
0.4413	6.2558	538	0.5784	0.2994	0.5784	0.7605
0.4413	6.2791	540	0.6005	0.2626	0.6005	0.7749
0.4413	6.3023	542	0.6531	0.2239	0.6531	0.8082
0.4413	6.3256	544	0.7845	0.2287	0.7845	0.8857
0.4413	6.3488	546	0.8206	0.2340	0.8206	0.9059
0.4413	6.3721	548	0.7033	0.2579	0.7033	0.8386
0.4413	6.3953	550	0.6083	0.2670	0.6083	0.7800
0.4413	6.4186	552	0.6329	0.2653	0.6329	0.7956
0.4413	6.4419	554	0.6411	0.2653	0.6411	0.8007
0.4413	6.4651	556	0.6714	0.2233	0.6714	0.8194
0.4413	6.4884	558	0.8168	0.2520	0.8168	0.9038
0.4413	6.5116	560	0.9336	0.2243	0.9336	0.9662
0.4413	6.5349	562	0.8630	0.2510	0.8630	0.9290
0.4413	6.5581	564	0.7076	0.2217	0.7076	0.8412
0.4413	6.5814	566	0.5611	0.3258	0.5611	0.7491
0.4413	6.6047	568	0.5367	0.4764	0.5367	0.7326
0.4413	6.6279	570	0.5443	0.3636	0.5443	0.7378
0.4413	6.6512	572	0.6273	0.2688	0.6273	0.7920
0.4413	6.6744	574	0.7096	0.2593	0.7096	0.8424
0.4413	6.6977	576	0.6789	0.3061	0.6789	0.8240
0.4413	6.7209	578	0.6950	0.2709	0.6950	0.8337
0.4413	6.7442	580	0.6858	0.2727	0.6858	0.8281
0.4413	6.7674	582	0.7128	0.2308	0.7128	0.8443
0.4413	6.7907	584	0.6588	0.2787	0.6588	0.8116
0.4413	6.8140	586	0.5965	0.2727	0.5965	0.7723
0.4413	6.8372	588	0.5441	0.3533	0.5441	0.7377
0.4413	6.8605	590	0.5504	0.3533	0.5504	0.7419
0.4413	6.8837	592	0.6016	0.2727	0.6016	0.7756
0.4413	6.9070	594	0.7112	0.2222	0.7112	0.8433
0.4413	6.9302	596	0.8275	0.2348	0.8275	0.9097
0.4413	6.9535	598	0.8088	0.2348	0.8088	0.8993
0.4413	6.9767	600	0.6734	0.2621	0.6734	0.8206
0.4413	7.0	602	0.5701	0.3016	0.5701	0.7550
0.4413	7.0233	604	0.5635	0.3369	0.5635	0.7507
0.4413	7.0465	606	0.5562	0.3407	0.5562	0.7458
0.4413	7.0698	608	0.5761	0.3548	0.5761	0.7590
0.4413	7.0930	610	0.6451	0.2637	0.6451	0.8032
0.4413	7.1163	612	0.7480	0.2212	0.7480	0.8649
0.4413	7.1395	614	0.7527	0.2212	0.7527	0.8676
0.4413	7.1628	616	0.6728	0.2621	0.6728	0.8202
0.4413	7.1860	618	0.6200	0.2593	0.6200	0.7874
0.4413	7.2093	620	0.5883	0.2513	0.5883	0.7670
0.4413	7.2326	622	0.5744	0.2967	0.5744	0.7579
0.4413	7.2558	624	0.5513	0.3708	0.5513	0.7425
0.4413	7.2791	626	0.5398	0.4725	0.5398	0.7347
0.4413	7.3023	628	0.5675	0.3297	0.5675	0.7533
0.4413	7.3256	630	0.6019	0.2513	0.6019	0.7758
0.4413	7.3488	632	0.7017	0.2217	0.7017	0.8377
0.4413	7.3721	634	0.7592	0.2554	0.7592	0.8713
0.4413	7.3953	636	0.7732	0.2554	0.7732	0.8793
0.4413	7.4186	638	0.7523	0.2212	0.7523	0.8674
0.4413	7.4419	640	0.6913	0.2222	0.6913	0.8315
0.4413	7.4651	642	0.6025	0.2967	0.6025	0.7762
0.4413	7.4884	644	0.5670	0.3297	0.5670	0.7530
0.4413	7.5116	646	0.5569	0.3661	0.5569	0.7462
0.4413	7.5349	648	0.5624	0.2967	0.5624	0.7499
0.4413	7.5581	650	0.5810	0.2727	0.5810	0.7623
0.4413	7.5814	652	0.6009	0.2707	0.6009	0.7751
0.4413	7.6047	654	0.5983	0.2707	0.5983	0.7735
0.4413	7.6279	656	0.5961	0.2707	0.5961	0.7721
0.4413	7.6512	658	0.5739	0.2727	0.5739	0.7576
0.4413	7.6744	660	0.5842	0.2727	0.5842	0.7643
0.4413	7.6977	662	0.5875	0.2727	0.5875	0.7665
0.4413	7.7209	664	0.6035	0.2707	0.6035	0.7769
0.4413	7.7442	666	0.6017	0.2707	0.6017	0.7757
0.4413	7.7674	668	0.5865	0.2727	0.5865	0.7658
0.4413	7.7907	670	0.5529	0.3216	0.5529	0.7436
0.4413	7.8140	672	0.5251	0.3659	0.5251	0.7246
0.4413	7.8372	674	0.5308	0.3609	0.5308	0.7286
0.4413	7.8605	676	0.5520	0.3216	0.5520	0.7430
0.4413	7.8837	678	0.5777	0.2727	0.5777	0.7601
0.4413	7.9070	680	0.5809	0.2727	0.5809	0.7622
0.4413	7.9302	682	0.6251	0.2360	0.6251	0.7907
0.4413	7.9535	684	0.6918	0.2308	0.6918	0.8318
0.4413	7.9767	686	0.7622	0.1930	0.7622	0.8731
0.4413	8.0	688	0.7946	0.2340	0.7946	0.8914
0.4413	8.0233	690	0.7857	0.2269	0.7857	0.8864
0.4413	8.0465	692	0.7514	0.1928	0.7514	0.8669
0.4413	8.0698	694	0.6746	0.2315	0.6746	0.8213
0.4413	8.0930	696	0.6325	0.2707	0.6325	0.7953
0.4413	8.1163	698	0.6030	0.2707	0.6030	0.7765
0.4413	8.1395	700	0.5753	0.3216	0.5753	0.7585
0.4413	8.1628	702	0.5705	0.3216	0.5705	0.7553
0.4413	8.1860	704	0.5918	0.2727	0.5918	0.7693
0.4413	8.2093	706	0.6421	0.2688	0.6421	0.8013
0.4413	8.2326	708	0.7191	0.1928	0.7191	0.8480
0.4413	8.2558	710	0.8217	0.2340	0.8217	0.9065
0.4413	8.2791	712	0.8310	0.2327	0.8310	0.9116
0.4413	8.3023	714	0.7745	0.1931	0.7745	0.8800
0.4413	8.3256	716	0.7390	0.2287	0.7390	0.8597
0.4413	8.3488	718	0.7015	0.2607	0.7015	0.8375
0.4413	8.3721	720	0.6838	0.3010	0.6838	0.8269
0.4413	8.3953	722	0.6457	0.2653	0.6457	0.8035
0.4413	8.4186	724	0.6141	0.2688	0.6141	0.7836
0.4413	8.4419	726	0.5920	0.2727	0.5920	0.7694
0.4413	8.4651	728	0.5975	0.2727	0.5975	0.7730
0.4413	8.4884	730	0.6180	0.2707	0.6180	0.7862
0.4413	8.5116	732	0.6531	0.2670	0.6531	0.8081
0.4413	8.5349	734	0.6751	0.3035	0.6751	0.8216
0.4413	8.5581	736	0.6892	0.2607	0.6892	0.8302
0.4413	8.5814	738	0.7050	0.2222	0.7050	0.8397
0.4413	8.6047	740	0.7027	0.2579	0.7027	0.8383
0.4413	8.6279	742	0.6974	0.2222	0.6974	0.8351
0.4413	8.6512	744	0.6844	0.2227	0.6844	0.8273
0.4413	8.6744	746	0.6667	0.2621	0.6667	0.8165
0.4413	8.6977	748	0.6547	0.2239	0.6547	0.8091
0.4413	8.7209	750	0.6668	0.2621	0.6668	0.8166
0.4413	8.7442	752	0.6736	0.2621	0.6736	0.8207
0.4413	8.7674	754	0.6621	0.2621	0.6621	0.8137
0.4413	8.7907	756	0.6556	0.2239	0.6556	0.8097
0.4413	8.8140	758	0.6370	0.2688	0.6370	0.7981
0.4413	8.8372	760	0.6013	0.2727	0.6013	0.7754
0.4413	8.8605	762	0.5699	0.3253	0.5699	0.7549
0.4413	8.8837	764	0.5628	0.3253	0.5628	0.7502
0.4413	8.9070	766	0.5674	0.3253	0.5674	0.7533
0.4413	8.9302	768	0.5820	0.3253	0.5820	0.7629
0.4413	8.9535	770	0.6055	0.2727	0.6055	0.7781
0.4413	8.9767	772	0.6423	0.2688	0.6423	0.8015
0.4413	9.0	774	0.6927	0.2315	0.6927	0.8323
0.4413	9.0233	776	0.7203	0.1927	0.7203	0.8487
0.4413	9.0465	778	0.7121	0.1925	0.7121	0.8438
0.4413	9.0698	780	0.6760	0.2323	0.6760	0.8222
0.4413	9.0930	782	0.6474	0.2688	0.6474	0.8046
0.4413	9.1163	784	0.6175	0.2707	0.6175	0.7858
0.4413	9.1395	786	0.5856	0.3216	0.5856	0.7652
0.4413	9.1628	788	0.5720	0.3563	0.5720	0.7563
0.4413	9.1860	790	0.5645	0.3488	0.5645	0.7514
0.4413	9.2093	792	0.5650	0.4222	0.5650	0.7516
0.4413	9.2326	794	0.5776	0.3563	0.5776	0.7600
0.4413	9.2558	796	0.5925	0.3073	0.5925	0.7697
0.4413	9.2791	798	0.6117	0.2707	0.6117	0.7821
0.4413	9.3023	800	0.6371	0.2251	0.6371	0.7982
0.4413	9.3256	802	0.6642	0.2245	0.6642	0.8150
0.4413	9.3488	804	0.6693	0.2245	0.6693	0.8181
0.4413	9.3721	806	0.6771	0.2637	0.6771	0.8229
0.4413	9.3953	808	0.6759	0.2637	0.6759	0.8221
0.4413	9.4186	810	0.6706	0.2637	0.6706	0.8189
0.4413	9.4419	812	0.6657	0.2637	0.6657	0.8159
0.4413	9.4651	814	0.6557	0.2251	0.6557	0.8098
0.4413	9.4884	816	0.6359	0.2251	0.6359	0.7974
0.4413	9.5116	818	0.6107	0.2727	0.6107	0.7814
0.4413	9.5349	820	0.5966	0.2727	0.5966	0.7724
0.4413	9.5581	822	0.5869	0.2727	0.5869	0.7661
0.4413	9.5814	824	0.5819	0.3216	0.5819	0.7628
0.4413	9.6047	826	0.5832	0.3216	0.5832	0.7637
0.4413	9.6279	828	0.5858	0.2727	0.5858	0.7654
0.4413	9.6512	830	0.5887	0.2727	0.5887	0.7673
0.4413	9.6744	832	0.5937	0.2727	0.5937	0.7705
0.4413	9.6977	834	0.6000	0.2727	0.6000	0.7746
0.4413	9.7209	836	0.6072	0.2727	0.6072	0.7792
0.4413	9.7442	838	0.6096	0.2258	0.6096	0.7808
0.4413	9.7674	840	0.6144	0.2258	0.6144	0.7838
0.4413	9.7907	842	0.6171	0.2258	0.6171	0.7856
0.4413	9.8140	844	0.6190	0.2258	0.6190	0.7868
0.4413	9.8372	846	0.6166	0.2258	0.6166	0.7853
0.4413	9.8605	848	0.6134	0.2258	0.6134	0.7832
0.4413	9.8837	850	0.6143	0.2258	0.6143	0.7838
0.4413	9.9070	852	0.6152	0.2258	0.6152	0.7843
0.4413	9.9302	854	0.6161	0.2258	0.6161	0.7849
0.4413	9.9535	856	0.6161	0.2258	0.6161	0.7849
0.4413	9.9767	858	0.6167	0.2258	0.6167	0.7853
0.4413	10.0	860	0.6171	0.2258	0.6171	0.7856

Framework versions

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