ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task7_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: 0.7717
• Qwk: 0.3008
• Mse: 0.7717
• Rmse: 0.8785

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0220	2	2.5613	-0.0788	2.5613	1.6004
No log	0.0440	4	1.2802	0.1274	1.2802	1.1315
No log	0.0659	6	1.3299	-0.2523	1.3299	1.1532
No log	0.0879	8	1.3235	-0.0410	1.3235	1.1504
No log	0.1099	10	1.2829	-0.0733	1.2829	1.1327
No log	0.1319	12	0.9228	0.2192	0.9228	0.9606
No log	0.1538	14	0.8620	0.2124	0.8620	0.9284
No log	0.1758	16	0.9431	0.2075	0.9431	0.9711
No log	0.1978	18	0.8213	0.2116	0.8213	0.9063
No log	0.2198	20	0.8177	0.2027	0.8177	0.9043
No log	0.2418	22	0.8190	0.1815	0.8190	0.9050
No log	0.2637	24	0.8413	0.1065	0.8413	0.9172
No log	0.2857	26	0.8103	0.0541	0.8103	0.9001
No log	0.3077	28	0.7474	0.0804	0.7474	0.8645
No log	0.3297	30	0.7475	0.1539	0.7475	0.8646
No log	0.3516	32	0.8070	0.0432	0.8070	0.8983
No log	0.3736	34	0.9479	0.2703	0.9479	0.9736
No log	0.3956	36	0.8689	0.2012	0.8689	0.9322
No log	0.4176	38	0.7518	0.1591	0.7518	0.8671
No log	0.4396	40	0.8631	0.1660	0.8631	0.9290
No log	0.4615	42	0.8732	0.1660	0.8732	0.9344
No log	0.4835	44	0.8164	0.2142	0.8164	0.9035
No log	0.5055	46	0.7452	0.1327	0.7452	0.8632
No log	0.5275	48	0.7695	0.0757	0.7695	0.8772
No log	0.5495	50	0.8767	0.1416	0.8767	0.9363
No log	0.5714	52	0.9427	0.2463	0.9427	0.9709
No log	0.5934	54	0.9189	0.2193	0.9189	0.9586
No log	0.6154	56	0.8287	0.1866	0.8287	0.9104
No log	0.6374	58	0.7704	0.1094	0.7704	0.8777
No log	0.6593	60	0.7414	0.1187	0.7414	0.8610
No log	0.6813	62	0.7599	0.0966	0.7599	0.8717
No log	0.7033	64	0.7468	0.0608	0.7468	0.8642
No log	0.7253	66	0.7131	0.1236	0.7131	0.8445
No log	0.7473	68	0.7228	0.0840	0.7228	0.8501
No log	0.7692	70	0.7378	0.0840	0.7378	0.8589
No log	0.7912	72	0.7820	-0.0103	0.7820	0.8843
No log	0.8132	74	1.0385	0.0075	1.0385	1.0191
No log	0.8352	76	1.1489	0.1144	1.1489	1.0719
No log	0.8571	78	1.0682	-0.0665	1.0682	1.0336
No log	0.8791	80	0.9372	-0.1391	0.9372	0.9681
No log	0.9011	82	1.1543	-0.0980	1.1543	1.0744
No log	0.9231	84	1.3920	-0.0360	1.3920	1.1798
No log	0.9451	86	1.3371	0.0111	1.3371	1.1563
No log	0.9670	88	1.0477	0.2756	1.0477	1.0236
No log	0.9890	90	0.7194	0.2967	0.7194	0.8482
No log	1.0110	92	0.7239	0.3846	0.7239	0.8508
No log	1.0330	94	0.8064	0.3782	0.8064	0.8980
No log	1.0549	96	1.0384	0.4253	1.0384	1.0190
No log	1.0769	98	0.8974	0.3998	0.8974	0.9473
No log	1.0989	100	0.6655	0.2981	0.6655	0.8158
No log	1.1209	102	0.6497	0.0810	0.6497	0.8061
No log	1.1429	104	0.6702	0.2099	0.6702	0.8187
No log	1.1648	106	0.8173	0.2692	0.8173	0.9041
No log	1.1868	108	1.0373	0.3251	1.0373	1.0185
No log	1.2088	110	1.0907	0.3538	1.0907	1.0443
No log	1.2308	112	0.9001	0.3560	0.9001	0.9487
No log	1.2527	114	0.6986	0.3267	0.6986	0.8358
No log	1.2747	116	0.6600	0.4001	0.6600	0.8124
No log	1.2967	118	0.7002	0.3127	0.7002	0.8368
No log	1.3187	120	0.8207	0.3803	0.8207	0.9059
No log	1.3407	122	0.7484	0.3544	0.7484	0.8651
No log	1.3626	124	0.6579	0.3590	0.6579	0.8111
No log	1.3846	126	0.5901	0.3552	0.5901	0.7682
No log	1.4066	128	0.5857	0.4086	0.5857	0.7653
No log	1.4286	130	0.5948	0.3701	0.5948	0.7713
No log	1.4505	132	0.5937	0.3976	0.5937	0.7705
No log	1.4725	134	0.6853	0.3913	0.6853	0.8279
No log	1.4945	136	0.6682	0.3280	0.6682	0.8174
No log	1.5165	138	0.6306	0.3127	0.6306	0.7941
No log	1.5385	140	0.6583	0.2359	0.6583	0.8113
No log	1.5604	142	0.7029	0.2576	0.7029	0.8384
No log	1.5824	144	0.6796	0.2129	0.6796	0.8244
No log	1.6044	146	0.6704	0.2319	0.6704	0.8188
No log	1.6264	148	0.6590	0.2007	0.6590	0.8118
No log	1.6484	150	0.6719	0.1953	0.6719	0.8197
No log	1.6703	152	0.7294	0.2847	0.7294	0.8540
No log	1.6923	154	0.7757	0.3520	0.7757	0.8808
No log	1.7143	156	0.7748	0.3754	0.7748	0.8802
No log	1.7363	158	0.7335	0.2751	0.7335	0.8565
No log	1.7582	160	0.7499	0.2471	0.7499	0.8660
No log	1.7802	162	0.7757	0.0896	0.7757	0.8808
No log	1.8022	164	0.9185	0.1995	0.9185	0.9584
No log	1.8242	166	0.9777	0.1839	0.9777	0.9888
No log	1.8462	168	0.9983	0.1534	0.9983	0.9991
No log	1.8681	170	0.8921	0.2223	0.8921	0.9445
No log	1.8901	172	0.7746	0.2096	0.7746	0.8801
No log	1.9121	174	0.7380	0.2096	0.7380	0.8591
No log	1.9341	176	0.8120	0.3261	0.8120	0.9011
No log	1.9560	178	0.8041	0.2722	0.8041	0.8967
No log	1.9780	180	0.7623	0.1850	0.7623	0.8731
No log	2.0	182	0.7524	0.1686	0.7524	0.8674
No log	2.0220	184	0.7497	0.0968	0.7497	0.8658
No log	2.0440	186	0.7798	0.1222	0.7798	0.8831
No log	2.0659	188	0.9149	0.2336	0.9149	0.9565
No log	2.0879	190	0.8849	0.3256	0.8849	0.9407
No log	2.1099	192	0.8454	0.2045	0.8454	0.9195
No log	2.1319	194	0.8785	0.1409	0.8785	0.9373
No log	2.1538	196	0.9131	0.1706	0.9131	0.9556
No log	2.1758	198	0.8814	0.1409	0.8814	0.9389
No log	2.1978	200	0.9310	0.1328	0.9310	0.9649
No log	2.2198	202	0.9615	0.0575	0.9615	0.9805
No log	2.2418	204	0.9926	0.1682	0.9926	0.9963
No log	2.2637	206	0.8570	0.3562	0.8570	0.9257
No log	2.2857	208	0.7815	0.3302	0.7815	0.8840
No log	2.3077	210	0.8491	0.3194	0.8491	0.9215
No log	2.3297	212	0.9259	0.3251	0.9259	0.9623
No log	2.3516	214	0.8172	0.3319	0.8172	0.9040
No log	2.3736	216	0.6830	0.3530	0.6830	0.8265
No log	2.3956	218	0.7128	0.2803	0.7128	0.8443
No log	2.4176	220	0.7017	0.2105	0.7017	0.8377
No log	2.4396	222	0.7548	0.1472	0.7548	0.8688
No log	2.4615	224	0.9613	0.1525	0.9613	0.9804
No log	2.4835	226	1.0410	0.1410	1.0410	1.0203
No log	2.5055	228	0.9306	0.1853	0.9306	0.9647
No log	2.5275	230	0.8352	0.1995	0.8352	0.9139
No log	2.5495	232	0.7530	0.1181	0.7530	0.8678
No log	2.5714	234	0.7466	0.0552	0.7466	0.8641
No log	2.5934	236	0.8014	0.2547	0.8014	0.8952
No log	2.6154	238	0.9044	0.2949	0.9044	0.9510
No log	2.6374	240	0.8635	0.3319	0.8635	0.9292
No log	2.6593	242	0.7750	0.2547	0.7750	0.8804
No log	2.6813	244	0.7322	0.2386	0.7322	0.8557
No log	2.7033	246	0.7836	0.2072	0.7836	0.8852
No log	2.7253	248	0.7681	0.1969	0.7681	0.8764
No log	2.7473	250	0.8205	0.1740	0.8205	0.9058
No log	2.7692	252	0.8630	0.3008	0.8630	0.9290
No log	2.7912	254	0.8126	0.2839	0.8126	0.9015
No log	2.8132	256	0.7539	0.2058	0.7539	0.8683
No log	2.8352	258	0.7581	0.2445	0.7581	0.8707
No log	2.8571	260	0.7692	0.2445	0.7692	0.8771
No log	2.8791	262	0.7882	0.2261	0.7882	0.8878
No log	2.9011	264	0.7307	0.0975	0.7307	0.8548
No log	2.9231	266	0.6641	0.2092	0.6641	0.8149
No log	2.9451	268	0.6598	0.2334	0.6598	0.8123
No log	2.9670	270	0.7903	0.3940	0.7903	0.8890
No log	2.9890	272	0.9391	0.3160	0.9391	0.9690
No log	3.0110	274	0.9423	0.3597	0.9423	0.9707
No log	3.0330	276	0.7849	0.4335	0.7849	0.8859
No log	3.0549	278	0.6068	0.4278	0.6068	0.7790
No log	3.0769	280	0.5818	0.5231	0.5818	0.7628
No log	3.0989	282	0.5619	0.5268	0.5619	0.7496
No log	3.1209	284	0.6224	0.4622	0.6224	0.7889
No log	3.1429	286	0.7474	0.3653	0.7474	0.8645
No log	3.1648	288	0.7302	0.3183	0.7302	0.8545
No log	3.1868	290	0.6528	0.3984	0.6528	0.8080
No log	3.2088	292	0.6298	0.3883	0.6298	0.7936
No log	3.2308	294	0.6507	0.3656	0.6507	0.8066
No log	3.2527	296	0.6740	0.3910	0.6740	0.8209
No log	3.2747	298	0.7077	0.3011	0.7077	0.8413
No log	3.2967	300	0.7590	0.3737	0.7590	0.8712
No log	3.3187	302	0.7689	0.3590	0.7689	0.8769
No log	3.3407	304	0.7847	0.3409	0.7847	0.8859
No log	3.3626	306	0.8381	0.3333	0.8381	0.9155
No log	3.3846	308	0.8442	0.3394	0.8442	0.9188
No log	3.4066	310	0.7353	0.3444	0.7353	0.8575
No log	3.4286	312	0.6257	0.2717	0.6257	0.7910
No log	3.4505	314	0.6356	0.2717	0.6356	0.7973
No log	3.4725	316	0.6969	0.2685	0.6969	0.8348
No log	3.4945	318	0.7323	0.2847	0.7323	0.8557
No log	3.5165	320	0.7072	0.3127	0.7072	0.8410
No log	3.5385	322	0.6350	0.3267	0.6350	0.7969
No log	3.5604	324	0.6282	0.3267	0.6282	0.7926
No log	3.5824	326	0.6196	0.3701	0.6196	0.7872
No log	3.6044	328	0.6644	0.3843	0.6644	0.8151
No log	3.6264	330	0.7907	0.4051	0.7907	0.8892
No log	3.6484	332	0.8373	0.3740	0.8373	0.9150
No log	3.6703	334	0.7756	0.3344	0.7756	0.8807
No log	3.6923	336	0.6682	0.3865	0.6682	0.8175
No log	3.7143	338	0.6692	0.3970	0.6692	0.8181
No log	3.7363	340	0.6673	0.3352	0.6673	0.8169
No log	3.7582	342	0.6682	0.4027	0.6682	0.8175
No log	3.7802	344	0.6781	0.3728	0.6781	0.8234
No log	3.8022	346	0.6963	0.3649	0.6963	0.8344
No log	3.8242	348	0.7256	0.3088	0.7256	0.8518
No log	3.8462	350	0.7700	0.2576	0.7700	0.8775
No log	3.8681	352	0.8158	0.2547	0.8158	0.9032
No log	3.8901	354	0.7625	0.2547	0.7625	0.8732
No log	3.9121	356	0.6936	0.3023	0.6936	0.8328
No log	3.9341	358	0.6549	0.3572	0.6549	0.8092
No log	3.9560	360	0.6501	0.2652	0.6501	0.8063
No log	3.9780	362	0.6465	0.3002	0.6465	0.8041
No log	4.0	364	0.6381	0.3380	0.6381	0.7988
No log	4.0220	366	0.6370	0.3426	0.6370	0.7981
No log	4.0440	368	0.6429	0.3675	0.6429	0.8018
No log	4.0659	370	0.6941	0.3329	0.6941	0.8331
No log	4.0879	372	0.7371	0.3822	0.7371	0.8586
No log	4.1099	374	0.7513	0.3456	0.7513	0.8668
No log	4.1319	376	0.7049	0.3615	0.7049	0.8396
No log	4.1538	378	0.6840	0.3498	0.6840	0.8270
No log	4.1758	380	0.6752	0.3763	0.6752	0.8217
No log	4.1978	382	0.7139	0.3261	0.7139	0.8449
No log	4.2198	384	0.7184	0.3519	0.7184	0.8476
No log	4.2418	386	0.6520	0.3763	0.6520	0.8075
No log	4.2637	388	0.6161	0.2907	0.6161	0.7850
No log	4.2857	390	0.5880	0.3070	0.5880	0.7668
No log	4.3077	392	0.6136	0.3498	0.6136	0.7833
No log	4.3297	394	0.6946	0.4664	0.6946	0.8335
No log	4.3516	396	0.6788	0.4409	0.6788	0.8239
No log	4.3736	398	0.7165	0.4067	0.7165	0.8465
No log	4.3956	400	0.7297	0.4067	0.7297	0.8542
No log	4.4176	402	0.7075	0.4224	0.7075	0.8411
No log	4.4396	404	0.6696	0.3712	0.6696	0.8183
No log	4.4615	406	0.6701	0.4076	0.6701	0.8186
No log	4.4835	408	0.7365	0.3409	0.7365	0.8582
No log	4.5055	410	0.8132	0.3100	0.8132	0.9018
No log	4.5275	412	0.7786	0.2604	0.7786	0.8824
No log	4.5495	414	0.7286	0.3391	0.7286	0.8536
No log	4.5714	416	0.7210	0.3910	0.7210	0.8491
No log	4.5934	418	0.7016	0.3079	0.7016	0.8376
No log	4.6154	420	0.6598	0.3158	0.6598	0.8123
No log	4.6374	422	0.6394	0.2783	0.6394	0.7996
No log	4.6593	424	0.6793	0.3032	0.6793	0.8242
No log	4.6813	426	0.6943	0.3302	0.6943	0.8333
No log	4.7033	428	0.6687	0.3590	0.6687	0.8177
No log	4.7253	430	0.6535	0.3662	0.6535	0.8084
No log	4.7473	432	0.5940	0.3308	0.5940	0.7707
No log	4.7692	434	0.5798	0.3886	0.5798	0.7614
No log	4.7912	436	0.5863	0.3308	0.5863	0.7657
No log	4.8132	438	0.6309	0.4352	0.6309	0.7943
No log	4.8352	440	0.7110	0.3586	0.7110	0.8432
No log	4.8571	442	0.7148	0.3586	0.7148	0.8454
No log	4.8791	444	0.6445	0.3985	0.6445	0.8028
No log	4.9011	446	0.5887	0.4617	0.5887	0.7673
No log	4.9231	448	0.6010	0.4127	0.6010	0.7753
No log	4.9451	450	0.6303	0.3654	0.6303	0.7939
No log	4.9670	452	0.6458	0.3862	0.6458	0.8036
No log	4.9890	454	0.6762	0.3763	0.6762	0.8223
No log	5.0110	456	0.6811	0.3763	0.6811	0.8253
No log	5.0330	458	0.6751	0.4044	0.6751	0.8217
No log	5.0549	460	0.6483	0.3530	0.6483	0.8051
No log	5.0769	462	0.6300	0.3754	0.6300	0.7937
No log	5.0989	464	0.6234	0.3704	0.6234	0.7895
No log	5.1209	466	0.6193	0.3886	0.6193	0.7870
No log	5.1429	468	0.6828	0.4371	0.6828	0.8263
No log	5.1648	470	0.7508	0.3586	0.7508	0.8665
No log	5.1868	472	0.7453	0.3586	0.7453	0.8633
No log	5.2088	474	0.6900	0.4597	0.6900	0.8307
No log	5.2308	476	0.6662	0.4352	0.6662	0.8162
No log	5.2527	478	0.6649	0.4352	0.6649	0.8154
No log	5.2747	480	0.6368	0.3787	0.6368	0.7980
No log	5.2967	482	0.6430	0.3787	0.6430	0.8019
No log	5.3187	484	0.6751	0.3787	0.6751	0.8216
No log	5.3407	486	0.7053	0.3813	0.7053	0.8398
No log	5.3626	488	0.7143	0.3551	0.7143	0.8452
No log	5.3846	490	0.7407	0.3569	0.7407	0.8607
No log	5.4066	492	0.7422	0.3498	0.7422	0.8615
No log	5.4286	494	0.7215	0.3763	0.7215	0.8494
No log	5.4505	496	0.6907	0.2652	0.6907	0.8311
No log	5.4725	498	0.6798	0.2684	0.6798	0.8245
0.3789	5.4945	500	0.6775	0.3599	0.6775	0.8231
0.3789	5.5165	502	0.6910	0.3763	0.6910	0.8312
0.3789	5.5385	504	0.7152	0.3817	0.7152	0.8457
0.3789	5.5604	506	0.7103	0.4081	0.7103	0.8428
0.3789	5.5824	508	0.6757	0.4419	0.6757	0.8220
0.3789	5.6044	510	0.6343	0.3787	0.6343	0.7964
0.3789	5.6264	512	0.6162	0.3787	0.6162	0.7850
0.3789	5.6484	514	0.6499	0.3253	0.6499	0.8062
0.3789	5.6703	516	0.7162	0.3737	0.7162	0.8463
0.3789	5.6923	518	0.7370	0.3737	0.7370	0.8585
0.3789	5.7143	520	0.7024	0.3737	0.7024	0.8381
0.3789	5.7363	522	0.6747	0.3041	0.6747	0.8214
0.3789	5.7582	524	0.6765	0.3599	0.6765	0.8225
0.3789	5.7802	526	0.6775	0.3865	0.6775	0.8231
0.3789	5.8022	528	0.6961	0.4020	0.6961	0.8344
0.3789	5.8242	530	0.7386	0.3770	0.7386	0.8594
0.3789	5.8462	532	0.7530	0.3869	0.7530	0.8678
0.3789	5.8681	534	0.7699	0.3606	0.7699	0.8775
0.3789	5.8901	536	0.7490	0.3869	0.7490	0.8655
0.3789	5.9121	538	0.7461	0.3630	0.7461	0.8637
0.3789	5.9341	540	0.7373	0.3384	0.7373	0.8587
0.3789	5.9560	542	0.6866	0.4371	0.6866	0.8286
0.3789	5.9780	544	0.6214	0.4964	0.6214	0.7883
0.3789	6.0	546	0.6083	0.4482	0.6083	0.7799
0.3789	6.0220	548	0.6373	0.4639	0.6373	0.7983
0.3789	6.0440	550	0.6737	0.4555	0.6737	0.8208
0.3789	6.0659	552	0.6854	0.4067	0.6854	0.8279
0.3789	6.0879	554	0.6618	0.4067	0.6618	0.8135
0.3789	6.1099	556	0.6569	0.4314	0.6569	0.8105
0.3789	6.1319	558	0.6473	0.4314	0.6473	0.8046
0.3789	6.1538	560	0.6861	0.4186	0.6861	0.8283
0.3789	6.1758	562	0.7809	0.3645	0.7809	0.8837
0.3789	6.1978	564	0.7850	0.3868	0.7850	0.8860
0.3789	6.2198	566	0.7492	0.4275	0.7492	0.8656
0.3789	6.2418	568	0.7450	0.4197	0.7450	0.8632
0.3789	6.2637	570	0.7502	0.3844	0.7502	0.8661
0.3789	6.2857	572	0.7061	0.4371	0.7061	0.8403
0.3789	6.3077	574	0.7041	0.4134	0.7041	0.8391
0.3789	6.3297	576	0.7039	0.4451	0.7039	0.8390
0.3789	6.3516	578	0.6605	0.4212	0.6605	0.8127
0.3789	6.3736	580	0.6693	0.4451	0.6693	0.8181
0.3789	6.3956	582	0.7604	0.4438	0.7604	0.8720
0.3789	6.4176	584	0.8198	0.4085	0.8198	0.9054
0.3789	6.4396	586	0.7959	0.4085	0.7959	0.8921
0.3789	6.4615	588	0.7207	0.3794	0.7207	0.8489
0.3789	6.4835	590	0.6615	0.4222	0.6615	0.8134
0.3789	6.5055	592	0.6705	0.4484	0.6705	0.8188
0.3789	6.5275	594	0.6882	0.4484	0.6882	0.8296
0.3789	6.5495	596	0.6948	0.4681	0.6948	0.8336
0.3789	6.5714	598	0.6917	0.4681	0.6917	0.8317
0.3789	6.5934	600	0.6696	0.4596	0.6696	0.8183
0.3789	6.6154	602	0.6542	0.4201	0.6542	0.8088
0.3789	6.6374	604	0.6253	0.4434	0.6253	0.7908
0.3789	6.6593	606	0.6147	0.4434	0.6147	0.7840
0.3789	6.6813	608	0.6091	0.4704	0.6091	0.7805
0.3789	6.7033	610	0.6032	0.4788	0.6032	0.7766
0.3789	6.7253	612	0.5512	0.5123	0.5512	0.7424
0.3789	6.7473	614	0.5390	0.4576	0.5390	0.7342
0.3789	6.7692	616	0.5814	0.4769	0.5814	0.7625
0.3789	6.7912	618	0.6711	0.4102	0.6711	0.8192
0.3789	6.8132	620	0.7761	0.3933	0.7761	0.8810
0.3789	6.8352	622	0.7059	0.4328	0.7059	0.8402
0.3789	6.8571	624	0.5820	0.5166	0.5820	0.7629
0.3789	6.8791	626	0.5408	0.5201	0.5408	0.7354
0.3789	6.9011	628	0.5761	0.5127	0.5761	0.7590
0.3789	6.9231	630	0.5748	0.4675	0.5748	0.7581
0.3789	6.9451	632	0.5547	0.5352	0.5547	0.7448
0.3789	6.9670	634	0.5707	0.5488	0.5707	0.7555
0.3789	6.9890	636	0.6502	0.4719	0.6502	0.8063
0.3789	7.0110	638	0.6921	0.4495	0.6921	0.8319
0.3789	7.0330	640	0.6489	0.4937	0.6489	0.8055
0.3789	7.0549	642	0.5840	0.5306	0.5840	0.7642
0.3789	7.0769	644	0.5674	0.5323	0.5674	0.7533
0.3789	7.0989	646	0.5660	0.5323	0.5660	0.7524
0.3789	7.1209	648	0.5848	0.5379	0.5848	0.7647
0.3789	7.1429	650	0.6085	0.5032	0.6085	0.7800
0.3789	7.1648	652	0.6647	0.4702	0.6647	0.8153
0.3789	7.1868	654	0.6746	0.4702	0.6746	0.8214
0.3789	7.2088	656	0.6157	0.4872	0.6157	0.7846
0.3789	7.2308	658	0.5780	0.5816	0.5780	0.7602
0.3789	7.2527	660	0.5726	0.5753	0.5726	0.7567
0.3789	7.2747	662	0.5743	0.5340	0.5743	0.7578
0.3789	7.2967	664	0.5810	0.5549	0.5810	0.7622
0.3789	7.3187	666	0.6167	0.4901	0.6167	0.7853
0.3789	7.3407	668	0.7091	0.4486	0.7091	0.8421
0.3789	7.3626	670	0.7734	0.4333	0.7734	0.8795
0.3789	7.3846	672	0.7148	0.4404	0.7148	0.8455
0.3789	7.4066	674	0.6300	0.4642	0.6300	0.7937
0.3789	7.4286	676	0.5892	0.3862	0.5892	0.7676
0.3789	7.4505	678	0.5939	0.4505	0.5939	0.7707
0.3789	7.4725	680	0.5975	0.4505	0.5975	0.7730
0.3789	7.4945	682	0.5958	0.4505	0.5958	0.7719
0.3789	7.5165	684	0.5912	0.4972	0.5912	0.7689
0.3789	7.5385	686	0.5903	0.4777	0.5903	0.7683
0.3789	7.5604	688	0.5983	0.5115	0.5983	0.7735
0.3789	7.5824	690	0.5769	0.4763	0.5769	0.7596
0.3789	7.6044	692	0.5535	0.4364	0.5535	0.7440
0.3789	7.6264	694	0.5702	0.4349	0.5702	0.7551
0.3789	7.6484	696	0.5966	0.5075	0.5966	0.7724
0.3789	7.6703	698	0.6057	0.5201	0.6057	0.7783
0.3789	7.6923	700	0.6082	0.5517	0.6082	0.7799
0.3789	7.7143	702	0.6112	0.5517	0.6112	0.7818
0.3789	7.7363	704	0.6089	0.5133	0.6089	0.7803
0.3789	7.7582	706	0.6111	0.4661	0.6111	0.7817
0.3789	7.7802	708	0.6121	0.4596	0.6121	0.7824
0.3789	7.8022	710	0.6212	0.4596	0.6212	0.7881
0.3789	7.8242	712	0.6513	0.5098	0.6513	0.8070
0.3789	7.8462	714	0.6968	0.4920	0.6968	0.8348
0.3789	7.8681	716	0.7576	0.4812	0.7576	0.8704
0.3789	7.8901	718	0.7698	0.4199	0.7698	0.8774
0.3789	7.9121	720	0.7049	0.4531	0.7049	0.8396
0.3789	7.9341	722	0.6214	0.4661	0.6214	0.7883
0.3789	7.9560	724	0.6039	0.4036	0.6039	0.7771
0.3789	7.9780	726	0.6061	0.3787	0.6061	0.7785
0.3789	8.0	728	0.6116	0.4036	0.6116	0.7821
0.3789	8.0220	730	0.6559	0.4703	0.6559	0.8099
0.3789	8.0440	732	0.7838	0.3960	0.7838	0.8853
0.3789	8.0659	734	0.8580	0.3439	0.8580	0.9263
0.3789	8.0879	736	0.8355	0.3782	0.8355	0.9140
0.3789	8.1099	738	0.7739	0.3582	0.7739	0.8797
0.3789	8.1319	740	0.6981	0.3820	0.6981	0.8355
0.3789	8.1538	742	0.6338	0.4257	0.6338	0.7961
0.3789	8.1758	744	0.6161	0.4914	0.6161	0.7849
0.3789	8.1978	746	0.6148	0.4257	0.6148	0.7841
0.3789	8.2198	748	0.6205	0.4473	0.6205	0.7877
0.3789	8.2418	750	0.6802	0.4014	0.6802	0.8247
0.3789	8.2637	752	0.7683	0.3477	0.7683	0.8765
0.3789	8.2857	754	0.7819	0.3597	0.7819	0.8843
0.3789	8.3077	756	0.7390	0.4474	0.7390	0.8597
0.3789	8.3297	758	0.6638	0.4430	0.6638	0.8147
0.3789	8.3516	760	0.6324	0.4190	0.6324	0.7952
0.3789	8.3736	762	0.6483	0.4430	0.6483	0.8052
0.3789	8.3956	764	0.6738	0.5113	0.6738	0.8209
0.3789	8.4176	766	0.7145	0.4648	0.7145	0.8453
0.3789	8.4396	768	0.7726	0.3719	0.7726	0.8790
0.3789	8.4615	770	0.7790	0.2988	0.7790	0.8826
0.3789	8.4835	772	0.7520	0.3008	0.7520	0.8672
0.3789	8.5055	774	0.7465	0.2492	0.7465	0.8640
0.3789	8.5275	776	0.7689	0.2492	0.7689	0.8769
0.3789	8.5495	778	0.7717	0.3008	0.7717	0.8785

Framework versions

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