Arabic_FineTuningAraBERT_AugV5_k25_task3_organization_fold1

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: 0.7370
• Qwk: 0.2667
• Mse: 0.7370
• Rmse: 0.8585

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	0.0194	2	3.2680	0.0041	3.2680	1.8078
No log	0.0388	4	0.7207	0.2443	0.7207	0.8490
No log	0.0583	6	1.6938	0.2230	1.6938	1.3015
No log	0.0777	8	1.8329	-0.0097	1.8329	1.3539
No log	0.0971	10	0.9460	0.0120	0.9460	0.9726
No log	0.1165	12	0.7159	-0.0233	0.7159	0.8461
No log	0.1359	14	0.8789	-0.1000	0.8789	0.9375
No log	0.1553	16	1.4368	0.0	1.4368	1.1987
No log	0.1748	18	2.2234	0.0	2.2234	1.4911
No log	0.1942	20	2.1805	0.0	2.1805	1.4766
No log	0.2136	22	1.3869	0.0	1.3869	1.1777
No log	0.2330	24	1.3320	0.0	1.3320	1.1541
No log	0.2524	26	1.2896	0.0	1.2896	1.1356
No log	0.2718	28	1.2454	0.0	1.2454	1.1160
No log	0.2913	30	1.1488	0.0	1.1488	1.0718
No log	0.3107	32	0.9386	0.0	0.9386	0.9688
No log	0.3301	34	1.0093	0.0	1.0093	1.0047
No log	0.3495	36	1.3090	0.0	1.3090	1.1441
No log	0.3689	38	1.5682	0.0	1.5682	1.2523
No log	0.3883	40	1.6850	0.0	1.6850	1.2981
No log	0.4078	42	1.3141	0.0	1.3141	1.1463
No log	0.4272	44	0.9295	0.0	0.9295	0.9641
No log	0.4466	46	0.7827	-0.0233	0.7827	0.8847
No log	0.4660	48	0.8398	-0.4426	0.8398	0.9164
No log	0.4854	50	0.8307	-0.4602	0.8307	0.9114
No log	0.5049	52	0.6814	0.0	0.6814	0.8255
No log	0.5243	54	0.6550	0.0	0.6550	0.8093
No log	0.5437	56	0.6939	0.0	0.6939	0.8330
No log	0.5631	58	0.8455	0.0253	0.8455	0.9195
No log	0.5825	60	1.0030	0.0	1.0030	1.0015
No log	0.6019	62	1.0806	0.0	1.0806	1.0395
No log	0.6214	64	1.0465	0.0	1.0465	1.0230
No log	0.6408	66	1.0967	0.0	1.0967	1.0472
No log	0.6602	68	1.1632	0.0	1.1632	1.0785
No log	0.6796	70	1.1229	0.0	1.1229	1.0597
No log	0.6990	72	0.9154	0.0	0.9154	0.9568
No log	0.7184	74	0.8315	-0.1139	0.8315	0.9118
No log	0.7379	76	0.8168	-0.1139	0.8168	0.9038
No log	0.7573	78	0.8365	-0.1139	0.8365	0.9146
No log	0.7767	80	1.0106	0.0	1.0106	1.0053
No log	0.7961	82	1.0385	0.0	1.0385	1.0191
No log	0.8155	84	1.1599	0.0	1.1599	1.0770
No log	0.8350	86	1.2338	0.0	1.2338	1.1108
No log	0.8544	88	1.3188	0.0	1.3188	1.1484
No log	0.8738	90	1.1635	0.0	1.1635	1.0787
No log	0.8932	92	1.0194	0.0	1.0194	1.0097
No log	0.9126	94	0.8989	0.0	0.8989	0.9481
No log	0.9320	96	0.9934	0.0	0.9934	0.9967
No log	0.9515	98	1.0506	0.0	1.0506	1.0250
No log	0.9709	100	0.9395	0.0	0.9395	0.9693
No log	0.9903	102	0.7916	-0.0708	0.7916	0.8897
No log	1.0097	104	0.7485	-0.0233	0.7485	0.8652
No log	1.0291	106	0.7613	-0.0233	0.7613	0.8725
No log	1.0485	108	0.8506	-0.0820	0.8506	0.9223
No log	1.0680	110	1.0986	0.0	1.0986	1.0481
No log	1.0874	112	1.5267	0.0	1.5267	1.2356
No log	1.1068	114	1.7060	0.0	1.7060	1.3061
No log	1.1262	116	1.5407	0.0	1.5407	1.2412
No log	1.1456	118	1.2519	0.0	1.2519	1.1189
No log	1.1650	120	1.0144	0.0	1.0144	1.0072
No log	1.1845	122	0.9163	0.0120	0.9163	0.9572
No log	1.2039	124	0.8067	-0.0916	0.8067	0.8982
No log	1.2233	126	0.7081	-0.0421	0.7081	0.8415
No log	1.2427	128	0.6537	0.0	0.6537	0.8085
No log	1.2621	130	0.6472	0.0	0.6472	0.8045
No log	1.2816	132	0.6526	0.0	0.6526	0.8079
No log	1.3010	134	0.6618	0.0	0.6618	0.8135
No log	1.3204	136	0.6702	0.0	0.6702	0.8187
No log	1.3398	138	0.6746	0.0	0.6746	0.8213
No log	1.3592	140	0.7065	-0.0421	0.7065	0.8406
No log	1.3786	142	0.7239	-0.0421	0.7239	0.8508
No log	1.3981	144	0.6956	-0.0421	0.6956	0.8340
No log	1.4175	146	0.6639	0.0	0.6639	0.8148
No log	1.4369	148	0.6743	0.0	0.6743	0.8211
No log	1.4563	150	0.6658	0.0	0.6658	0.8159
No log	1.4757	152	0.6509	0.0	0.6509	0.8068
No log	1.4951	154	0.6344	0.0	0.6344	0.7965
No log	1.5146	156	0.6357	0.0	0.6357	0.7973
No log	1.5340	158	0.6821	0.0	0.6821	0.8259
No log	1.5534	160	0.7318	0.0	0.7318	0.8555
No log	1.5728	162	0.6760	0.0	0.6760	0.8222
No log	1.5922	164	0.6782	0.0	0.6782	0.8235
No log	1.6117	166	0.7125	0.0	0.7125	0.8441
No log	1.6311	168	0.7678	0.0	0.7678	0.8762
No log	1.6505	170	0.7991	0.0	0.7991	0.8939
No log	1.6699	172	0.7992	0.0	0.7992	0.8940
No log	1.6893	174	0.9566	-0.1085	0.9566	0.9780
No log	1.7087	176	1.2133	-0.0206	1.2133	1.1015
No log	1.7282	178	1.1541	-0.1786	1.1541	1.0743
No log	1.7476	180	1.0030	-0.3944	1.0030	1.0015
No log	1.7670	182	0.8658	0.0	0.8658	0.9305
No log	1.7864	184	0.7484	0.0	0.7484	0.8651
No log	1.8058	186	0.6916	0.0	0.6916	0.8316
No log	1.8252	188	0.6953	0.0	0.6953	0.8338
No log	1.8447	190	0.6897	0.0	0.6897	0.8305
No log	1.8641	192	0.6874	0.0	0.6874	0.8291
No log	1.8835	194	0.7270	0.0	0.7270	0.8526
No log	1.9029	196	0.8488	0.0	0.8488	0.9213
No log	1.9223	198	0.8933	0.0222	0.8933	0.9451
No log	1.9417	200	0.8956	0.0222	0.8956	0.9464
No log	1.9612	202	0.8721	0.2524	0.8721	0.9338
No log	1.9806	204	1.0071	-0.1786	1.0071	1.0035
No log	2.0	206	1.1158	-0.1547	1.1158	1.0563
No log	2.0194	208	1.0320	-0.2065	1.0320	1.0159
No log	2.0388	210	0.7738	0.0	0.7738	0.8796
No log	2.0583	212	0.6149	-0.0233	0.6149	0.7842
No log	2.0777	214	0.6327	-0.0421	0.6327	0.7954
No log	2.0971	216	0.5981	0.0	0.5981	0.7734
No log	2.1165	218	0.6109	0.0	0.6109	0.7816
No log	2.1359	220	0.7429	0.2667	0.7429	0.8619
No log	2.1553	222	0.8722	0.0704	0.8722	0.9339
No log	2.1748	224	0.9336	0.0774	0.9336	0.9662
No log	2.1942	226	0.9737	0.0774	0.9737	0.9867
No log	2.2136	228	0.8913	0.0704	0.8913	0.9441
No log	2.2330	230	0.6696	0.2667	0.6696	0.8183
No log	2.2524	232	0.6102	0.0	0.6102	0.7811
No log	2.2718	234	0.7256	0.0	0.7256	0.8518
No log	2.2913	236	0.8605	0.0	0.8605	0.9276
No log	2.3107	238	0.7233	0.0	0.7233	0.8505
No log	2.3301	240	0.7539	0.1538	0.7539	0.8683
No log	2.3495	242	0.8163	0.1538	0.8163	0.9035
No log	2.3689	244	0.6981	0.1895	0.6981	0.8355
No log	2.3883	246	0.7453	0.0	0.7453	0.8633
No log	2.4078	248	0.9210	-0.1085	0.9210	0.9597
No log	2.4272	250	0.8395	0.0222	0.8395	0.9162
No log	2.4466	252	0.5947	0.0	0.5947	0.7712
No log	2.4660	254	0.5861	0.1239	0.5861	0.7656
No log	2.4854	256	0.6899	0.0984	0.6899	0.8306
No log	2.5049	258	0.5845	0.1538	0.5845	0.7645
No log	2.5243	260	0.5590	0.0	0.5590	0.7476
No log	2.5437	262	0.6313	0.0	0.6313	0.7946
No log	2.5631	264	0.6468	0.2667	0.6468	0.8042
No log	2.5825	266	0.7185	0.2667	0.7185	0.8477
No log	2.6019	268	0.7277	0.2667	0.7277	0.8531
No log	2.6214	270	0.8188	0.2667	0.8188	0.9049
No log	2.6408	272	0.8663	0.2667	0.8663	0.9307
No log	2.6602	274	0.8488	0.0	0.8488	0.9213
No log	2.6796	276	0.7850	0.0	0.7850	0.8860
No log	2.6990	278	0.7512	0.0	0.7512	0.8667
No log	2.7184	280	0.7696	0.0	0.7696	0.8772
No log	2.7379	282	0.7734	0.2524	0.7734	0.8794
No log	2.7573	284	0.7233	0.2524	0.7233	0.8505
No log	2.7767	286	0.6815	0.4310	0.6815	0.8255
No log	2.7961	288	0.6869	0.4310	0.6869	0.8288
No log	2.8155	290	0.7688	0.3803	0.7688	0.8768
No log	2.8350	292	0.8032	0.3613	0.8032	0.8962
No log	2.8544	294	0.6010	0.2524	0.6010	0.7752
No log	2.8738	296	0.9194	0.0984	0.9194	0.9588
No log	2.8932	298	0.6848	0.0984	0.6848	0.8275
No log	2.9126	300	0.6277	0.4310	0.6277	0.7923
No log	2.9320	302	0.8036	0.3452	0.8036	0.8964
No log	2.9515	304	0.6957	0.3803	0.6957	0.8341
No log	2.9709	306	0.5797	0.2667	0.5797	0.7614
No log	2.9903	308	0.5743	0.2667	0.5743	0.7578
No log	3.0097	310	0.6599	0.2414	0.6599	0.8123
No log	3.0291	312	0.8286	0.4031	0.8286	0.9103
No log	3.0485	314	0.8334	0.2414	0.8334	0.9129
No log	3.0680	316	0.7334	0.2524	0.7334	0.8564
No log	3.0874	318	0.6825	0.2667	0.6825	0.8262
No log	3.1068	320	0.6716	0.2667	0.6716	0.8195
No log	3.1262	322	0.6963	0.2667	0.6963	0.8344
No log	3.1456	324	0.6581	0.0	0.6581	0.8112
No log	3.1650	326	0.6162	0.0	0.6162	0.7850
No log	3.1845	328	0.5521	0.0	0.5521	0.7430
No log	3.2039	330	0.5006	0.1895	0.5006	0.7075
No log	3.2233	332	0.5125	0.3889	0.5125	0.7159
No log	3.2427	334	0.5699	0.2524	0.5699	0.7549
No log	3.2621	336	0.5362	0.3889	0.5362	0.7323
No log	3.2816	338	0.5115	0.3889	0.5115	0.7152
No log	3.3010	340	0.5077	0.4444	0.5077	0.7125
No log	3.3204	342	0.5208	0.2667	0.5208	0.7217
No log	3.3398	344	0.5040	0.2667	0.5040	0.7099
No log	3.3592	346	0.5415	0.2667	0.5415	0.7359
No log	3.3786	348	0.5127	0.2667	0.5127	0.7160
No log	3.3981	350	0.4899	0.1895	0.4899	0.6999
No log	3.4175	352	0.5046	0.1895	0.5046	0.7104
No log	3.4369	354	0.5242	0.2222	0.5242	0.7240
No log	3.4563	356	0.6176	0.2667	0.6176	0.7859
No log	3.4757	358	0.7229	0.4031	0.7229	0.8502
No log	3.4951	360	0.7576	0.2414	0.7576	0.8704
No log	3.5146	362	0.6176	0.2667	0.6176	0.7859
No log	3.5340	364	0.5386	0.0	0.5386	0.7339
No log	3.5534	366	0.5655	0.2667	0.5655	0.7520
No log	3.5728	368	0.6064	0.2667	0.6064	0.7787
No log	3.5922	370	0.6188	0.2667	0.6188	0.7866
No log	3.6117	372	0.5648	0.0	0.5648	0.7515
No log	3.6311	374	0.5396	0.0	0.5396	0.7346
No log	3.6505	376	0.5730	0.0	0.5730	0.7570
No log	3.6699	378	0.5960	0.2667	0.5960	0.7720
No log	3.6893	380	0.5610	0.0	0.5610	0.7490
No log	3.7087	382	0.5185	-0.0233	0.5185	0.7201
No log	3.7282	384	0.5225	-0.0233	0.5225	0.7228
No log	3.7476	386	0.5775	0.2667	0.5775	0.7600
No log	3.7670	388	0.7131	0.2667	0.7131	0.8445
No log	3.7864	390	0.6411	0.2667	0.6411	0.8007
No log	3.8058	392	0.5379	0.2667	0.5379	0.7334
No log	3.8252	394	0.5281	0.1538	0.5281	0.7267
No log	3.8447	396	0.5359	0.3419	0.5359	0.7320
No log	3.8641	398	0.5517	0.2667	0.5517	0.7428
No log	3.8835	400	0.6065	0.2667	0.6065	0.7788
No log	3.9029	402	0.6940	0.4031	0.6940	0.8330
No log	3.9223	404	0.5906	0.2667	0.5906	0.7685
No log	3.9417	406	0.5610	0.2667	0.5610	0.7490
No log	3.9612	408	0.5699	0.0	0.5699	0.7549
No log	3.9806	410	0.5891	0.0	0.5891	0.7675
No log	4.0	412	0.6556	0.0	0.6556	0.8097
No log	4.0194	414	0.6690	0.2667	0.6690	0.8179
No log	4.0388	416	0.5916	0.2667	0.5916	0.7691
No log	4.0583	418	0.5423	0.3419	0.5423	0.7364
No log	4.0777	420	0.5676	0.3419	0.5676	0.7534
No log	4.0971	422	0.5277	0.3889	0.5277	0.7264
No log	4.1165	424	0.6724	0.4310	0.6724	0.8200
No log	4.1359	426	0.7889	0.3803	0.7889	0.8882
No log	4.1553	428	0.6619	0.4031	0.6619	0.8135
No log	4.1748	430	0.5372	0.2667	0.5372	0.7329
No log	4.1942	432	0.5600	0.4660	0.5600	0.7483
No log	4.2136	434	0.5229	0.2667	0.5229	0.7232
No log	4.2330	436	0.5040	0.2667	0.5040	0.7099
No log	4.2524	438	0.5391	0.2667	0.5391	0.7343
No log	4.2718	440	0.6150	0.4310	0.6150	0.7842
No log	4.2913	442	0.5733	0.4660	0.5733	0.7572
No log	4.3107	444	0.5578	0.4660	0.5578	0.7469
No log	4.3301	446	0.5692	0.4660	0.5692	0.7545
No log	4.3495	448	0.4933	0.2667	0.4933	0.7024
No log	4.3689	450	0.4967	0.2667	0.4967	0.7048
No log	4.3883	452	0.5746	0.2667	0.5746	0.7580
No log	4.4078	454	0.6363	0.4310	0.6363	0.7977
No log	4.4272	456	0.6934	0.4310	0.6934	0.8327
No log	4.4466	458	0.6683	0.384	0.6683	0.8175
No log	4.4660	460	0.8081	0.0704	0.8081	0.8990
No log	4.4854	462	1.0730	0.0928	1.0730	1.0359
No log	4.5049	464	0.9805	0.0833	0.9805	0.9902
No log	4.5243	466	0.7267	0.2524	0.7267	0.8525
No log	4.5437	468	0.6393	0.2667	0.6393	0.7996
No log	4.5631	470	0.5991	-0.0233	0.5991	0.7740
No log	4.5825	472	0.5934	-0.0233	0.5934	0.7704
No log	4.6019	474	0.6227	0.0	0.6227	0.7891
No log	4.6214	476	0.6889	0.2667	0.6889	0.8300
No log	4.6408	478	0.7204	0.2667	0.7204	0.8488
No log	4.6602	480	0.6690	0.2667	0.6690	0.8179
No log	4.6796	482	0.6194	0.2667	0.6194	0.7870
No log	4.6990	484	0.6068	-0.0233	0.6068	0.7790
No log	4.7184	486	0.6309	0.2667	0.6309	0.7943
No log	4.7379	488	0.7574	0.2667	0.7574	0.8703
No log	4.7573	490	0.8970	0.2326	0.8970	0.9471
No log	4.7767	492	0.8790	0.2667	0.8790	0.9376
No log	4.7961	494	0.7667	0.2667	0.7667	0.8756
No log	4.8155	496	0.6405	0.0	0.6405	0.8003
No log	4.8350	498	0.6367	-0.0233	0.6367	0.7979
0.4961	4.8544	500	0.7311	-0.0577	0.7311	0.8550
0.4961	4.8738	502	0.7368	0.1239	0.7368	0.8584
0.4961	4.8932	504	0.6668	-0.0233	0.6668	0.8166
0.4961	4.9126	506	0.6286	-0.0233	0.6286	0.7928
0.4961	4.9320	508	0.6879	0.2667	0.6879	0.8294
0.4961	4.9515	510	0.7819	0.2667	0.7819	0.8842
0.4961	4.9709	512	0.7628	0.2667	0.7628	0.8734
0.4961	4.9903	514	0.6725	0.2667	0.6725	0.8201
0.4961	5.0097	516	0.6298	0.2222	0.6298	0.7936
0.4961	5.0291	518	0.6264	0.2667	0.6264	0.7914
0.4961	5.0485	520	0.6699	0.2667	0.6699	0.8185
0.4961	5.0680	522	0.6976	0.2667	0.6976	0.8353
0.4961	5.0874	524	0.6844	0.2667	0.6844	0.8273
0.4961	5.1068	526	0.6228	0.2667	0.6228	0.7892
0.4961	5.1262	528	0.6579	0.2667	0.6579	0.8111
0.4961	5.1456	530	0.6985	0.2524	0.6985	0.8358
0.4961	5.1650	532	0.6620	0.2667	0.6620	0.8136
0.4961	5.1845	534	0.5760	0.2667	0.5760	0.7589
0.4961	5.2039	536	0.5313	0.2222	0.5313	0.7289
0.4961	5.2233	538	0.5316	0.2222	0.5316	0.7291
0.4961	5.2427	540	0.5717	0.2667	0.5717	0.7561
0.4961	5.2621	542	0.6144	0.2667	0.6144	0.7838
0.4961	5.2816	544	0.5953	0.2667	0.5953	0.7716
0.4961	5.3010	546	0.5571	0.2667	0.5571	0.7464
0.4961	5.3204	548	0.5608	0.1895	0.5608	0.7488
0.4961	5.3398	550	0.5635	0.1895	0.5635	0.7507
0.4961	5.3592	552	0.6080	0.2667	0.6080	0.7797
0.4961	5.3786	554	0.7014	0.2667	0.7014	0.8375
0.4961	5.3981	556	0.7269	0.2667	0.7269	0.8526
0.4961	5.4175	558	0.6452	0.2667	0.6452	0.8033
0.4961	5.4369	560	0.5982	0.0	0.5982	0.7734
0.4961	5.4563	562	0.5999	0.0	0.5999	0.7746
0.4961	5.4757	564	0.6032	0.0	0.6032	0.7766
0.4961	5.4951	566	0.6095	0.0	0.6095	0.7807
0.4961	5.5146	568	0.6240	0.0	0.6240	0.7900
0.4961	5.5340	570	0.6890	0.0	0.6890	0.8300
0.4961	5.5534	572	0.8054	0.2524	0.8054	0.8974
0.4961	5.5728	574	0.8978	-0.0845	0.8978	0.9475
0.4961	5.5922	576	0.9122	-0.0645	0.9122	0.9551
0.4961	5.6117	578	0.8344	-0.1379	0.8344	0.9134
0.4961	5.6311	580	0.7731	0.2667	0.7731	0.8792
0.4961	5.6505	582	0.7303	0.0	0.7303	0.8546
0.4961	5.6699	584	0.6661	0.0	0.6661	0.8161
0.4961	5.6893	586	0.6473	0.0	0.6473	0.8045
0.4961	5.7087	588	0.6413	0.0	0.6413	0.8008
0.4961	5.7282	590	0.6160	0.0	0.6160	0.7848
0.4961	5.7476	592	0.6133	0.0	0.6133	0.7831
0.4961	5.7670	594	0.6429	0.0	0.6429	0.8018
0.4961	5.7864	596	0.7651	0.2667	0.7651	0.8747
0.4961	5.8058	598	0.8691	0.2326	0.8691	0.9322
0.4961	5.8252	600	0.9011	0.2254	0.9011	0.9493
0.4961	5.8447	602	0.8688	0.2326	0.8688	0.9321
0.4961	5.8641	604	0.7310	0.2667	0.7310	0.8550
0.4961	5.8835	606	0.6887	0.2667	0.6887	0.8299
0.4961	5.9029	608	0.7258	0.2524	0.7258	0.8520
0.4961	5.9223	610	0.7005	0.2667	0.7005	0.8370
0.4961	5.9417	612	0.6464	0.2667	0.6464	0.8040
0.4961	5.9612	614	0.6720	0.2667	0.6720	0.8198
0.4961	5.9806	616	0.6881	0.2667	0.6881	0.8295
0.4961	6.0	618	0.7248	0.2667	0.7248	0.8514
0.4961	6.0194	620	0.6792	0.2667	0.6792	0.8242
0.4961	6.0388	622	0.6169	0.2667	0.6169	0.7855
0.4961	6.0583	624	0.6095	0.2667	0.6095	0.7807
0.4961	6.0777	626	0.6161	0.2667	0.6161	0.7849
0.4961	6.0971	628	0.6250	0.2667	0.6250	0.7905
0.4961	6.1165	630	0.6295	0.2667	0.6295	0.7934
0.4961	6.1359	632	0.6729	0.2667	0.6729	0.8203
0.4961	6.1553	634	0.7549	0.2524	0.7549	0.8689
0.4961	6.1748	636	0.7277	0.2667	0.7277	0.8530
0.4961	6.1942	638	0.6672	0.2667	0.6672	0.8168
0.4961	6.2136	640	0.6315	0.0	0.6315	0.7946
0.4961	6.2330	642	0.6368	0.0	0.6368	0.7980
0.4961	6.2524	644	0.6585	0.0	0.6585	0.8115
0.4961	6.2718	646	0.6535	0.0	0.6535	0.8084
0.4961	6.2913	648	0.6411	0.0	0.6411	0.8007
0.4961	6.3107	650	0.6253	0.0	0.6253	0.7908
0.4961	6.3301	652	0.6327	0.0	0.6327	0.7954
0.4961	6.3495	654	0.6399	0.0	0.6399	0.8000
0.4961	6.3689	656	0.6409	0.2667	0.6409	0.8005
0.4961	6.3883	658	0.6486	0.2667	0.6486	0.8053
0.4961	6.4078	660	0.6714	0.2667	0.6714	0.8194
0.4961	6.4272	662	0.7288	0.2667	0.7288	0.8537
0.4961	6.4466	664	0.7648	-0.1748	0.7648	0.8745
0.4961	6.4660	666	0.7229	0.2667	0.7229	0.8502
0.4961	6.4854	668	0.6546	0.2667	0.6546	0.8091
0.4961	6.5049	670	0.6228	0.0	0.6228	0.7892
0.4961	6.5243	672	0.6212	0.0	0.6212	0.7882
0.4961	6.5437	674	0.6414	0.2667	0.6414	0.8009
0.4961	6.5631	676	0.6923	0.2667	0.6923	0.8321
0.4961	6.5825	678	0.8054	0.2524	0.8054	0.8975
0.4961	6.6019	680	0.8293	0.2524	0.8293	0.9107
0.4961	6.6214	682	0.7501	0.2667	0.7501	0.8661
0.4961	6.6408	684	0.7073	0.2667	0.7073	0.8410
0.4961	6.6602	686	0.7095	0.2667	0.7095	0.8423
0.4961	6.6796	688	0.7093	0.2667	0.7093	0.8422
0.4961	6.6990	690	0.6985	0.2667	0.6985	0.8357
0.4961	6.7184	692	0.6904	0.2667	0.6904	0.8309
0.4961	6.7379	694	0.7097	0.2667	0.7097	0.8424
0.4961	6.7573	696	0.7000	0.2667	0.7000	0.8367
0.4961	6.7767	698	0.7114	0.2667	0.7114	0.8435
0.4961	6.7961	700	0.7097	0.0	0.7097	0.8424
0.4961	6.8155	702	0.6999	0.0	0.6999	0.8366
0.4961	6.8350	704	0.6853	0.0	0.6853	0.8278
0.4961	6.8544	706	0.6849	0.0	0.6849	0.8276
0.4961	6.8738	708	0.6610	0.0	0.6610	0.8130
0.4961	6.8932	710	0.6580	0.0	0.6580	0.8111
0.4961	6.9126	712	0.6730	0.0	0.6730	0.8204
0.4961	6.9320	714	0.6595	0.0	0.6595	0.8121
0.4961	6.9515	716	0.6475	0.0	0.6475	0.8047
0.4961	6.9709	718	0.6506	0.0	0.6506	0.8066
0.4961	6.9903	720	0.6836	0.2667	0.6836	0.8268
0.4961	7.0097	722	0.7374	0.2667	0.7374	0.8587
0.4961	7.0291	724	0.7834	0.2667	0.7834	0.8851
0.4961	7.0485	726	0.7505	0.2667	0.7505	0.8663
0.4961	7.0680	728	0.6662	0.2667	0.6662	0.8162
0.4961	7.0874	730	0.6075	0.0	0.6075	0.7794
0.4961	7.1068	732	0.5956	-0.0233	0.5956	0.7718
0.4961	7.1262	734	0.5989	-0.0233	0.5989	0.7739
0.4961	7.1456	736	0.6266	0.2667	0.6266	0.7916
0.4961	7.1650	738	0.6773	0.2667	0.6773	0.8230
0.4961	7.1845	740	0.6760	0.2667	0.6760	0.8222
0.4961	7.2039	742	0.6537	0.2667	0.6537	0.8085
0.4961	7.2233	744	0.6325	0.2667	0.6325	0.7953
0.4961	7.2427	746	0.6251	0.2667	0.6251	0.7907
0.4961	7.2621	748	0.6534	0.2667	0.6534	0.8084
0.4961	7.2816	750	0.6680	0.2667	0.6680	0.8173
0.4961	7.3010	752	0.6550	0.2667	0.6550	0.8093
0.4961	7.3204	754	0.6284	0.2667	0.6284	0.7927
0.4961	7.3398	756	0.6289	0.2667	0.6289	0.7931
0.4961	7.3592	758	0.6718	0.2667	0.6718	0.8196
0.4961	7.3786	760	0.7096	0.2667	0.7096	0.8424
0.4961	7.3981	762	0.7217	0.2667	0.7217	0.8495
0.4961	7.4175	764	0.7486	0.2667	0.7486	0.8652
0.4961	7.4369	766	0.7218	0.2667	0.7218	0.8496
0.4961	7.4563	768	0.6534	0.2667	0.6534	0.8083
0.4961	7.4757	770	0.6208	0.2667	0.6208	0.7879
0.4961	7.4951	772	0.6249	0.2667	0.6249	0.7905
0.4961	7.5146	774	0.6520	0.2667	0.6520	0.8075
0.4961	7.5340	776	0.6625	0.2667	0.6625	0.8139
0.4961	7.5534	778	0.6633	0.2667	0.6633	0.8144
0.4961	7.5728	780	0.6364	0.2667	0.6364	0.7978
0.4961	7.5922	782	0.6074	0.0	0.6074	0.7794
0.4961	7.6117	784	0.6027	0.0	0.6027	0.7763
0.4961	7.6311	786	0.6103	0.0	0.6103	0.7812
0.4961	7.6505	788	0.6182	0.0	0.6182	0.7863
0.4961	7.6699	790	0.6169	0.0	0.6169	0.7854
0.4961	7.6893	792	0.6121	0.0	0.6121	0.7824
0.4961	7.7087	794	0.6170	0.0	0.6170	0.7855
0.4961	7.7282	796	0.6318	0.0	0.6318	0.7948
0.4961	7.7476	798	0.6368	0.0	0.6368	0.7980
0.4961	7.7670	800	0.6567	0.2667	0.6567	0.8104
0.4961	7.7864	802	0.6589	0.2667	0.6589	0.8117
0.4961	7.8058	804	0.6506	0.2667	0.6506	0.8066
0.4961	7.8252	806	0.6691	0.2667	0.6691	0.8180
0.4961	7.8447	808	0.7138	0.2667	0.7138	0.8449
0.4961	7.8641	810	0.7368	0.2524	0.7368	0.8584
0.4961	7.8835	812	0.7157	0.2667	0.7157	0.8460
0.4961	7.9029	814	0.6841	0.2667	0.6841	0.8271
0.4961	7.9223	816	0.6840	0.2667	0.6840	0.8271
0.4961	7.9417	818	0.6961	0.2667	0.6961	0.8344
0.4961	7.9612	820	0.7119	0.2667	0.7119	0.8438
0.4961	7.9806	822	0.7362	0.2524	0.7362	0.8580
0.4961	8.0	824	0.7948	0.2524	0.7948	0.8915
0.4961	8.0194	826	0.8163	0.2524	0.8163	0.9035
0.4961	8.0388	828	0.8231	0.2524	0.8231	0.9073
0.4961	8.0583	830	0.8044	0.2524	0.8044	0.8969
0.4961	8.0777	832	0.7771	0.2667	0.7771	0.8815
0.4961	8.0971	834	0.7488	0.2667	0.7488	0.8653
0.4961	8.1165	836	0.7376	0.2667	0.7376	0.8589
0.4961	8.1359	838	0.7434	0.2667	0.7434	0.8622
0.4961	8.1553	840	0.7345	0.2667	0.7345	0.8570
0.4961	8.1748	842	0.7261	0.2667	0.7261	0.8521
0.4961	8.1942	844	0.7246	0.2667	0.7246	0.8513
0.4961	8.2136	846	0.7533	0.2667	0.7533	0.8679
0.4961	8.2330	848	0.8051	0.2667	0.8051	0.8973
0.4961	8.2524	850	0.8661	0.2524	0.8661	0.9306
0.4961	8.2718	852	0.8902	-0.1085	0.8902	0.9435
0.4961	8.2913	854	0.8894	-0.0845	0.8894	0.9431
0.4961	8.3107	856	0.8656	-0.1085	0.8656	0.9304
0.4961	8.3301	858	0.8159	0.2667	0.8159	0.9032
0.4961	8.3495	860	0.7516	0.2667	0.7516	0.8669
0.4961	8.3689	862	0.6992	0.0	0.6992	0.8362
0.4961	8.3883	864	0.6783	0.0	0.6783	0.8236
0.4961	8.4078	866	0.6730	0.0	0.6730	0.8204
0.4961	8.4272	868	0.6792	0.0	0.6792	0.8241
0.4961	8.4466	870	0.7002	0.0	0.7002	0.8368
0.4961	8.4660	872	0.7339	0.2667	0.7339	0.8567
0.4961	8.4854	874	0.7620	0.2667	0.7620	0.8729
0.4961	8.5049	876	0.8178	0.2667	0.8178	0.9043
0.4961	8.5243	878	0.8511	0.2414	0.8511	0.9225
0.4961	8.5437	880	0.8413	0.2524	0.8413	0.9172
0.4961	8.5631	882	0.8036	0.2667	0.8036	0.8964
0.4961	8.5825	884	0.7805	0.2667	0.7805	0.8835
0.4961	8.6019	886	0.7466	0.2667	0.7466	0.8641
0.4961	8.6214	888	0.7169	0.2667	0.7169	0.8467
0.4961	8.6408	890	0.6780	0.2667	0.6780	0.8234
0.4961	8.6602	892	0.6560	0.2667	0.6560	0.8099
0.4961	8.6796	894	0.6545	0.2667	0.6545	0.8090
0.4961	8.6990	896	0.6637	0.2667	0.6637	0.8147
0.4961	8.7184	898	0.6740	0.2667	0.6740	0.8210
0.4961	8.7379	900	0.6967	0.2667	0.6967	0.8347
0.4961	8.7573	902	0.7318	0.2667	0.7318	0.8554
0.4961	8.7767	904	0.7491	0.2667	0.7491	0.8655
0.4961	8.7961	906	0.7626	0.2667	0.7626	0.8733
0.4961	8.8155	908	0.7682	0.2667	0.7682	0.8765
0.4961	8.8350	910	0.7860	0.2667	0.7860	0.8866
0.4961	8.8544	912	0.7933	0.2667	0.7933	0.8907
0.4961	8.8738	914	0.7777	0.2667	0.7777	0.8819
0.4961	8.8932	916	0.7606	0.2667	0.7606	0.8721
0.4961	8.9126	918	0.7481	0.2667	0.7481	0.8649
0.4961	8.9320	920	0.7591	0.2667	0.7591	0.8713
0.4961	8.9515	922	0.7834	0.2667	0.7834	0.8851
0.4961	8.9709	924	0.8044	0.2667	0.8044	0.8969
0.4961	8.9903	926	0.8259	0.2524	0.8259	0.9088
0.4961	9.0097	928	0.8233	0.2524	0.8233	0.9074
0.4961	9.0291	930	0.8193	0.2667	0.8193	0.9052
0.4961	9.0485	932	0.8298	0.2667	0.8298	0.9109
0.4961	9.0680	934	0.8346	0.2667	0.8346	0.9136
0.4961	9.0874	936	0.8203	0.2667	0.8203	0.9057
0.4961	9.1068	938	0.7881	0.2667	0.7881	0.8877
0.4961	9.1262	940	0.7605	0.2667	0.7605	0.8720
0.4961	9.1456	942	0.7260	0.2667	0.7260	0.8521
0.4961	9.1650	944	0.7054	0.2667	0.7054	0.8399
0.4961	9.1845	946	0.6999	0.2667	0.6999	0.8366
0.4961	9.2039	948	0.7018	0.2667	0.7018	0.8377
0.4961	9.2233	950	0.7155	0.2667	0.7155	0.8459
0.4961	9.2427	952	0.7364	0.2667	0.7364	0.8582
0.4961	9.2621	954	0.7601	0.2667	0.7601	0.8719
0.4961	9.2816	956	0.7733	0.2667	0.7733	0.8794
0.4961	9.3010	958	0.7763	0.2667	0.7763	0.8811
0.4961	9.3204	960	0.7859	0.2667	0.7859	0.8865
0.4961	9.3398	962	0.7945	0.2667	0.7945	0.8913
0.4961	9.3592	964	0.7948	0.2667	0.7948	0.8915
0.4961	9.3786	966	0.7857	0.2667	0.7857	0.8864
0.4961	9.3981	968	0.7670	0.2667	0.7670	0.8758
0.4961	9.4175	970	0.7525	0.2667	0.7525	0.8675
0.4961	9.4369	972	0.7349	0.2667	0.7349	0.8573
0.4961	9.4563	974	0.7230	0.2667	0.7230	0.8503
0.4961	9.4757	976	0.7177	0.2667	0.7177	0.8472
0.4961	9.4951	978	0.7106	0.2667	0.7106	0.8430
0.4961	9.5146	980	0.7111	0.2667	0.7111	0.8432
0.4961	9.5340	982	0.7145	0.2667	0.7145	0.8453
0.4961	9.5534	984	0.7216	0.2667	0.7216	0.8495
0.4961	9.5728	986	0.7337	0.2667	0.7337	0.8565
0.4961	9.5922	988	0.7466	0.2667	0.7466	0.8640
0.4961	9.6117	990	0.7508	0.2667	0.7508	0.8665
0.4961	9.6311	992	0.7506	0.2667	0.7506	0.8663
0.4961	9.6505	994	0.7484	0.2667	0.7484	0.8651
0.4961	9.6699	996	0.7465	0.2667	0.7465	0.8640
0.4961	9.6893	998	0.7461	0.2667	0.7461	0.8638
0.0895	9.7087	1000	0.7456	0.2667	0.7456	0.8635
0.0895	9.7282	1002	0.7436	0.2667	0.7436	0.8623
0.0895	9.7476	1004	0.7416	0.2667	0.7416	0.8611
0.0895	9.7670	1006	0.7434	0.2667	0.7434	0.8622
0.0895	9.7864	1008	0.7453	0.2667	0.7453	0.8633
0.0895	9.8058	1010	0.7432	0.2667	0.7432	0.8621
0.0895	9.8252	1012	0.7389	0.2667	0.7389	0.8596
0.0895	9.8447	1014	0.7346	0.2667	0.7346	0.8571
0.0895	9.8641	1016	0.7312	0.2667	0.7312	0.8551
0.0895	9.8835	1018	0.7309	0.2667	0.7309	0.8549
0.0895	9.9029	1020	0.7316	0.2667	0.7316	0.8554
0.0895	9.9223	1022	0.7339	0.2667	0.7339	0.8567
0.0895	9.9417	1024	0.7357	0.2667	0.7357	0.8577
0.0895	9.9612	1026	0.7364	0.2667	0.7364	0.8581
0.0895	9.9806	1028	0.7370	0.2667	0.7370	0.8585
0.0895	10.0	1030	0.7370	0.2667	0.7370	0.8585

Framework versions

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