ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.7991
• Qwk: 0.0
• Mse: 0.7991
• Rmse: 0.8939

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	0.0244	2	3.8236	0.0104	3.8236	1.9554
No log	0.0488	4	2.2708	0.0247	2.2708	1.5069
No log	0.0732	6	1.2357	-0.0234	1.2357	1.1116
No log	0.0976	8	0.7799	0.0225	0.7799	0.8831
No log	0.1220	10	1.0342	-0.0013	1.0342	1.0170
No log	0.1463	12	0.9519	0.0909	0.9519	0.9756
No log	0.1707	14	0.7049	-0.0035	0.7049	0.8396
No log	0.1951	16	0.7552	-0.0551	0.7552	0.8690
No log	0.2195	18	0.6827	0.0	0.6827	0.8263
No log	0.2439	20	0.8408	0.0642	0.8408	0.9169
No log	0.2683	22	1.2524	0.0137	1.2524	1.1191
No log	0.2927	24	0.9311	0.0486	0.9311	0.9649
No log	0.3171	26	0.6992	0.0416	0.6992	0.8362
No log	0.3415	28	0.7318	0.0334	0.7318	0.8555
No log	0.3659	30	0.9601	-0.0122	0.9601	0.9798
No log	0.3902	32	0.7881	-0.0331	0.7881	0.8878
No log	0.4146	34	0.7643	0.0173	0.7643	0.8743
No log	0.4390	36	0.7287	0.0432	0.7287	0.8536
No log	0.4634	38	0.8904	0.0576	0.8904	0.9436
No log	0.4878	40	0.7895	-0.0852	0.7895	0.8886
No log	0.5122	42	0.7201	0.1395	0.7201	0.8486
No log	0.5366	44	0.8736	-0.0365	0.8736	0.9346
No log	0.5610	46	0.8421	0.1941	0.8421	0.9177
No log	0.5854	48	0.9015	0.0698	0.9015	0.9495
No log	0.6098	50	0.8986	0.1638	0.8986	0.9480
No log	0.6341	52	1.0773	0.0390	1.0773	1.0379
No log	0.6585	54	1.2009	0.0213	1.2009	1.0959
No log	0.6829	56	1.0598	0.0413	1.0598	1.0295
No log	0.7073	58	0.8921	0.2051	0.8921	0.9445
No log	0.7317	60	1.0568	-0.0437	1.0568	1.0280
No log	0.7561	62	1.2199	0.0592	1.2199	1.1045
No log	0.7805	64	0.9192	0.1336	0.9192	0.9587
No log	0.8049	66	1.4870	0.0272	1.4870	1.2194
No log	0.8293	68	1.3720	-0.0597	1.3720	1.1713
No log	0.8537	70	0.8742	0.0896	0.8742	0.9350
No log	0.8780	72	0.9687	0.0989	0.9687	0.9842
No log	0.9024	74	0.9031	0.1027	0.9031	0.9503
No log	0.9268	76	0.7689	0.1007	0.7689	0.8769
No log	0.9512	78	0.7336	0.2786	0.7336	0.8565
No log	0.9756	80	0.7000	0.1796	0.7000	0.8366
No log	1.0	82	0.6944	0.1815	0.6944	0.8333
No log	1.0244	84	0.7390	0.0551	0.7390	0.8596
No log	1.0488	86	0.8271	0.1359	0.8271	0.9095
No log	1.0732	88	0.9282	0.2642	0.9282	0.9634
No log	1.0976	90	1.0552	0.2192	1.0552	1.0272
No log	1.1220	92	1.1022	0.1762	1.1022	1.0498
No log	1.1463	94	1.0743	0.0295	1.0743	1.0365
No log	1.1707	96	1.0703	0.1117	1.0703	1.0345
No log	1.1951	98	1.0458	0.1117	1.0458	1.0226
No log	1.2195	100	0.9811	0.1325	0.9811	0.9905
No log	1.2439	102	0.9366	0.0573	0.9366	0.9678
No log	1.2683	104	0.8649	0.0955	0.8649	0.9300
No log	1.2927	106	1.1585	0.0190	1.1585	1.0763
No log	1.3171	108	1.1146	0.0175	1.1146	1.0557
No log	1.3415	110	0.8827	0.1334	0.8827	0.9395
No log	1.3659	112	0.8777	0.0091	0.8777	0.9368
No log	1.3902	114	0.8653	0.1321	0.8653	0.9302
No log	1.4146	116	0.9030	0.0559	0.9030	0.9502
No log	1.4390	118	0.9565	0.0632	0.9565	0.9780
No log	1.4634	120	0.9165	0.0570	0.9165	0.9573
No log	1.4878	122	0.9738	0.0635	0.9738	0.9868
No log	1.5122	124	1.0443	0.0426	1.0443	1.0219
No log	1.5366	126	0.9351	0.1695	0.9351	0.9670
No log	1.5610	128	0.9640	0.1683	0.9640	0.9819
No log	1.5854	130	0.9879	0.0728	0.9879	0.9939
No log	1.6098	132	1.1566	-0.0340	1.1566	1.0754
No log	1.6341	134	0.9593	0.0728	0.9593	0.9794
No log	1.6585	136	0.9912	-0.0276	0.9912	0.9956
No log	1.6829	138	0.8786	0.1094	0.8786	0.9373
No log	1.7073	140	0.9111	0.1854	0.9111	0.9545
No log	1.7317	142	0.8864	0.1714	0.8864	0.9415
No log	1.7561	144	0.9821	0.0432	0.9821	0.9910
No log	1.7805	146	0.9228	0.1548	0.9228	0.9606
No log	1.8049	148	0.9819	0.0687	0.9819	0.9909
No log	1.8293	150	0.9370	0.1661	0.9370	0.9680
No log	1.8537	152	0.9962	0.0378	0.9962	0.9981
No log	1.8780	154	1.0419	0.0378	1.0419	1.0207
No log	1.9024	156	0.8970	0.0407	0.8970	0.9471
No log	1.9268	158	0.9866	0.0472	0.9866	0.9933
No log	1.9512	160	0.8737	0.0916	0.8737	0.9347
No log	1.9756	162	1.0010	-0.0029	1.0010	1.0005
No log	2.0	164	1.0895	-0.0482	1.0895	1.0438
No log	2.0244	166	0.8865	0.1580	0.8865	0.9416
No log	2.0488	168	1.0291	0.0159	1.0291	1.0144
No log	2.0732	170	0.9685	-0.0036	0.9685	0.9841
No log	2.0976	172	0.8018	0.0393	0.8018	0.8954
No log	2.1220	174	0.9195	0.0826	0.9195	0.9589
No log	2.1463	176	0.8583	0.0999	0.8583	0.9265
No log	2.1707	178	0.7895	0.1425	0.7895	0.8885
No log	2.1951	180	0.8990	-0.1354	0.8990	0.9482
No log	2.2195	182	0.8114	0.0983	0.8114	0.9008
No log	2.2439	184	0.8176	0.0236	0.8176	0.9042
No log	2.2683	186	0.7940	-0.0557	0.7940	0.8911
No log	2.2927	188	0.7794	-0.0892	0.7794	0.8828
No log	2.3171	190	0.7497	0.0303	0.7497	0.8658
No log	2.3415	192	0.7845	0.0214	0.7845	0.8857
No log	2.3659	194	0.8175	0.0600	0.8175	0.9041
No log	2.3902	196	0.8024	0.0810	0.8024	0.8957
No log	2.4146	198	0.8536	-0.0375	0.8536	0.9239
No log	2.4390	200	0.8691	0.0408	0.8691	0.9322
No log	2.4634	202	0.9240	0.1228	0.9240	0.9613
No log	2.4878	204	0.8751	0.0923	0.8751	0.9354
No log	2.5122	206	0.8683	-0.0313	0.8683	0.9318
No log	2.5366	208	1.0434	0.0443	1.0434	1.0215
No log	2.5610	210	1.4065	0.0868	1.4065	1.1859
No log	2.5854	212	1.2648	0.0855	1.2648	1.1246
No log	2.6098	214	0.9000	-0.2173	0.9000	0.9487
No log	2.6341	216	0.9919	0.0676	0.9919	0.9960
No log	2.6585	218	1.1514	-0.0545	1.1514	1.0730
No log	2.6829	220	0.9688	0.0407	0.9688	0.9843
No log	2.7073	222	0.9777	-0.0173	0.9777	0.9888
No log	2.7317	224	1.1492	0.0107	1.1492	1.0720
No log	2.7561	226	1.0235	-0.0061	1.0235	1.0117
No log	2.7805	228	0.9305	-0.0260	0.9305	0.9646
No log	2.8049	230	1.1600	0.0331	1.1600	1.0771
No log	2.8293	232	1.0232	0.1614	1.0232	1.0116
No log	2.8537	234	0.7905	-0.0086	0.7905	0.8891
No log	2.8780	236	0.8469	-0.0572	0.8469	0.9203
No log	2.9024	238	0.8680	0.0230	0.8680	0.9317
No log	2.9268	240	0.7667	0.0930	0.7667	0.8756
No log	2.9512	242	0.8085	0.0574	0.8085	0.8992
No log	2.9756	244	0.7769	0.0574	0.7769	0.8814
No log	3.0	246	0.7338	0.0926	0.7338	0.8566
No log	3.0244	248	0.9887	0.0767	0.9887	0.9943
No log	3.0488	250	1.1088	0.0487	1.1088	1.0530
No log	3.0732	252	0.8718	0.0230	0.8718	0.9337
No log	3.0976	254	0.9036	0.0407	0.9036	0.9506
No log	3.1220	256	0.9577	0.1106	0.9577	0.9786
No log	3.1463	258	0.8334	0.0140	0.8334	0.9129
No log	3.1707	260	0.9366	-0.0811	0.9366	0.9678
No log	3.1951	262	1.0972	-0.0204	1.0972	1.0475
No log	3.2195	264	0.9164	-0.0425	0.9164	0.9573
No log	3.2439	266	0.8537	0.0152	0.8537	0.9239
No log	3.2683	268	1.0052	-0.0073	1.0052	1.0026
No log	3.2927	270	0.8792	0.0118	0.8792	0.9376
No log	3.3171	272	0.9374	-0.0085	0.9374	0.9682
No log	3.3415	274	1.0282	-0.0322	1.0282	1.0140
No log	3.3659	276	0.8863	0.0157	0.8863	0.9414
No log	3.3902	278	0.8237	0.0723	0.8237	0.9076
No log	3.4146	280	0.7976	0.0282	0.7976	0.8931
No log	3.4390	282	0.7761	0.0723	0.7761	0.8810
No log	3.4634	284	0.7554	0.0723	0.7554	0.8691
No log	3.4878	286	0.7485	0.1202	0.7485	0.8652
No log	3.5122	288	0.7366	0.0355	0.7366	0.8583
No log	3.5366	290	0.7761	0.1882	0.7761	0.8809
No log	3.5610	292	0.8635	0.0570	0.8635	0.9292
No log	3.5854	294	0.8442	0.0866	0.8442	0.9188
No log	3.6098	296	0.8618	0.0741	0.8618	0.9283
No log	3.6341	298	0.8976	0.0570	0.8976	0.9474
No log	3.6585	300	0.8914	0.0952	0.8914	0.9441
No log	3.6829	302	0.8425	-0.0339	0.8425	0.9179
No log	3.7073	304	0.8205	-0.0567	0.8205	0.9058
No log	3.7317	306	0.8008	0.0303	0.8008	0.8949
No log	3.7561	308	0.8445	0.0913	0.8445	0.9189
No log	3.7805	310	0.7838	0.0821	0.7838	0.8853
No log	3.8049	312	0.8764	-0.0195	0.8764	0.9361
No log	3.8293	314	0.8945	-0.0138	0.8945	0.9458
No log	3.8537	316	0.8440	-0.0113	0.8440	0.9187
No log	3.8780	318	0.9143	0.0392	0.9143	0.9562
No log	3.9024	320	0.8755	0.0741	0.8755	0.9357
No log	3.9268	322	0.8823	0.0066	0.8823	0.9393
No log	3.9512	324	0.9366	0.0248	0.9366	0.9678
No log	3.9756	326	0.8895	-0.0200	0.8895	0.9432
No log	4.0	328	0.8559	0.0574	0.8559	0.9251
No log	4.0244	330	0.8973	0.0769	0.8973	0.9472
No log	4.0488	332	0.8514	0.0118	0.8514	0.9227
No log	4.0732	334	0.8488	0.0175	0.8488	0.9213
No log	4.0976	336	0.8765	0.0146	0.8765	0.9362
No log	4.1220	338	0.9019	0.0295	0.9019	0.9497
No log	4.1463	340	0.9525	-0.0611	0.9525	0.9759
No log	4.1707	342	0.8891	-0.1860	0.8891	0.9429
No log	4.1951	344	0.8301	0.0732	0.8301	0.9111
No log	4.2195	346	0.8111	0.0714	0.8111	0.9006
No log	4.2439	348	0.7593	0.0857	0.7593	0.8714
No log	4.2683	350	0.7564	0.0914	0.7564	0.8697
No log	4.2927	352	0.7738	0.0414	0.7738	0.8797
No log	4.3171	354	0.8527	-0.0268	0.8527	0.9234
No log	4.3415	356	0.8599	-0.0730	0.8599	0.9273
No log	4.3659	358	0.8096	0.0414	0.8096	0.8998
No log	4.3902	360	0.8140	0.0375	0.8140	0.9022
No log	4.4146	362	0.8185	0.0375	0.8185	0.9047
No log	4.4390	364	0.8202	0.0	0.8202	0.9057
No log	4.4634	366	0.8109	0.0471	0.8109	0.9005
No log	4.4878	368	0.7965	0.0338	0.7965	0.8925
No log	4.5122	370	0.8008	0.0680	0.8008	0.8949
No log	4.5366	372	0.8314	0.0525	0.8314	0.9118
No log	4.5610	374	0.8006	0.1240	0.8006	0.8948
No log	4.5854	376	0.8270	0.0581	0.8270	0.9094
No log	4.6098	378	0.7999	0.1408	0.7999	0.8944
No log	4.6341	380	0.7772	0.1196	0.7772	0.8816
No log	4.6585	382	0.9178	0.0233	0.9178	0.9580
No log	4.6829	384	0.9273	0.0257	0.9273	0.9630
No log	4.7073	386	0.8104	0.1196	0.8104	0.9002
No log	4.7317	388	0.8075	0.0944	0.8075	0.8986
No log	4.7561	390	0.8203	-0.0268	0.8203	0.9057
No log	4.7805	392	0.7910	0.0934	0.7910	0.8894
No log	4.8049	394	0.7932	0.0639	0.7932	0.8906
No log	4.8293	396	0.7990	0.1340	0.7990	0.8938
No log	4.8537	398	0.8512	-0.0268	0.8512	0.9226
No log	4.8780	400	0.8302	0.0532	0.8302	0.9112
No log	4.9024	402	0.8078	0.1048	0.8078	0.8988
No log	4.9268	404	0.7863	0.0449	0.7863	0.8868
No log	4.9512	406	0.7923	0.0978	0.7923	0.8901
No log	4.9756	408	0.7620	0.0454	0.7620	0.8729
No log	5.0	410	0.7487	0.0454	0.7487	0.8653
No log	5.0244	412	0.7390	0.0436	0.7390	0.8597
No log	5.0488	414	0.7480	0.0914	0.7480	0.8649
No log	5.0732	416	0.8199	0.0277	0.8199	0.9055
No log	5.0976	418	0.8904	0.0500	0.8904	0.9436
No log	5.1220	420	0.9750	0.1008	0.9750	0.9874
No log	5.1463	422	0.9084	0.0265	0.9084	0.9531
No log	5.1707	424	0.8377	0.0757	0.8377	0.9152
No log	5.1951	426	0.8569	0.0470	0.8569	0.9257
No log	5.2195	428	0.8237	0.0597	0.8237	0.9076
No log	5.2439	430	0.8288	0.0597	0.8288	0.9104
No log	5.2683	432	0.8548	0.0597	0.8548	0.9245
No log	5.2927	434	0.8963	0.0437	0.8963	0.9467
No log	5.3171	436	0.9167	0.0501	0.9167	0.9574
No log	5.3415	438	0.8861	0.0652	0.8861	0.9413
No log	5.3659	440	0.8787	0.0407	0.8787	0.9374
No log	5.3902	442	0.8289	0.0959	0.8289	0.9104
No log	5.4146	444	0.7630	0.1347	0.7630	0.8735
No log	5.4390	446	0.7387	0.0874	0.7387	0.8595
No log	5.4634	448	0.7862	0.0028	0.7862	0.8867
No log	5.4878	450	0.7827	0.0028	0.7827	0.8847
No log	5.5122	452	0.7444	-0.0030	0.7444	0.8628
No log	5.5366	454	0.7850	0.1541	0.7850	0.8860
No log	5.5610	456	0.8664	0.1105	0.8664	0.9308
No log	5.5854	458	0.8140	0.1003	0.8140	0.9022
No log	5.6098	460	0.8186	0.0764	0.8186	0.9048
No log	5.6341	462	0.9077	-0.0153	0.9077	0.9527
No log	5.6585	464	0.8605	0.0393	0.8605	0.9276
No log	5.6829	466	0.8412	0.1141	0.8412	0.9172
No log	5.7073	468	0.8085	0.1585	0.8085	0.8992
No log	5.7317	470	0.7888	-0.0029	0.7888	0.8882
No log	5.7561	472	0.7685	0.0432	0.7685	0.8766
No log	5.7805	474	0.7906	0.1553	0.7906	0.8891
No log	5.8049	476	0.8386	0.1342	0.8386	0.9157
No log	5.8293	478	0.7954	0.1899	0.7954	0.8919
No log	5.8537	480	0.7286	0.0914	0.7286	0.8536
No log	5.8780	482	0.7496	-0.0493	0.7496	0.8658
No log	5.9024	484	0.8979	-0.1413	0.8979	0.9476
No log	5.9268	486	0.9015	-0.1298	0.9015	0.9495
No log	5.9512	488	0.7871	-0.0366	0.7871	0.8872
No log	5.9756	490	0.8116	0.1495	0.8116	0.9009
No log	6.0	492	1.0026	0.0277	1.0026	1.0013
No log	6.0244	494	1.0016	-0.0073	1.0016	1.0008
No log	6.0488	496	0.8538	0.0650	0.8538	0.9240
No log	6.0732	498	0.8914	-0.0572	0.8914	0.9441
0.3158	6.0976	500	0.9173	-0.0522	0.9173	0.9578
0.3158	6.1220	502	0.8077	0.0481	0.8077	0.8987
0.3158	6.1463	504	0.8428	0.1286	0.8428	0.9180
0.3158	6.1707	506	0.9715	-0.1278	0.9715	0.9857
0.3158	6.1951	508	0.9116	0.0711	0.9116	0.9548
0.3158	6.2195	510	0.7624	0.1146	0.7624	0.8731
0.3158	6.2439	512	0.7490	0.0488	0.7490	0.8654
0.3158	6.2683	514	0.7806	-0.0329	0.7806	0.8835
0.3158	6.2927	516	0.7638	-0.0427	0.7638	0.8739
0.3158	6.3171	518	0.7536	0.0465	0.7536	0.8681
0.3158	6.3415	520	0.7534	0.2239	0.7534	0.8680
0.3158	6.3659	522	0.7828	0.1048	0.7828	0.8847
0.3158	6.3902	524	0.7623	0.1722	0.7623	0.8731
0.3158	6.4146	526	0.7572	0.2209	0.7572	0.8702
0.3158	6.4390	528	0.7968	0.0172	0.7968	0.8927
0.3158	6.4634	530	0.8232	-0.0195	0.8232	0.9073
0.3158	6.4878	532	0.7626	0.0061	0.7626	0.8733
0.3158	6.5122	534	0.6926	0.0914	0.6926	0.8322
0.3158	6.5366	536	0.6988	0.1371	0.6988	0.8359
0.3158	6.5610	538	0.6925	0.1807	0.6925	0.8322
0.3158	6.5854	540	0.6947	0.1371	0.6947	0.8335
0.3158	6.6098	542	0.7239	0.1740	0.7239	0.8508
0.3158	6.6341	544	0.7193	0.1311	0.7193	0.8481
0.3158	6.6585	546	0.7143	0.0914	0.7143	0.8452
0.3158	6.6829	548	0.7404	0.0028	0.7404	0.8605
0.3158	6.7073	550	0.7346	0.0449	0.7346	0.8571
0.3158	6.7317	552	0.7184	0.1311	0.7184	0.8476
0.3158	6.7561	554	0.8200	0.1291	0.8200	0.9055
0.3158	6.7805	556	0.9267	0.0233	0.9267	0.9626
0.3158	6.8049	558	0.8995	-0.0097	0.8995	0.9484
0.3158	6.8293	560	0.8314	0.0913	0.8314	0.9118
0.3158	6.8537	562	0.8250	0.0600	0.8250	0.9083
0.3158	6.8780	564	0.7989	0.1740	0.7989	0.8938
0.3158	6.9024	566	0.8146	0.0956	0.8146	0.9025
0.3158	6.9268	568	0.9108	0.0207	0.9108	0.9544
0.3158	6.9512	570	0.9218	0.0545	0.9218	0.9601
0.3158	6.9756	572	0.7836	0.0956	0.7836	0.8852
0.3158	7.0	574	0.7223	0.0914	0.7223	0.8499
0.3158	7.0244	576	0.7022	0.0914	0.7022	0.8380
0.3158	7.0488	578	0.7230	0.2105	0.7230	0.8503
0.3158	7.0732	580	0.7873	0.1716	0.7873	0.8873
0.3158	7.0976	582	0.8044	0.1196	0.8044	0.8969
0.3158	7.1220	584	0.7309	0.2105	0.7309	0.8549
0.3158	7.1463	586	0.7052	0.0414	0.7052	0.8398
0.3158	7.1707	588	0.7541	0.0028	0.7541	0.8684
0.3158	7.1951	590	0.7868	0.0056	0.7868	0.8870
0.3158	7.2195	592	0.7419	-0.0029	0.7419	0.8613
0.3158	7.2439	594	0.7229	0.2150	0.7229	0.8503
0.3158	7.2683	596	0.7917	0.1646	0.7917	0.8898
0.3158	7.2927	598	0.8297	0.1542	0.8297	0.9109
0.3158	7.3171	600	0.7490	0.2757	0.7490	0.8654
0.3158	7.3415	602	0.7236	0.2584	0.7236	0.8507
0.3158	7.3659	604	0.6967	0.2258	0.6967	0.8347
0.3158	7.3902	606	0.7064	0.1902	0.7064	0.8405
0.3158	7.4146	608	0.7054	0.1371	0.7054	0.8399
0.3158	7.4390	610	0.7030	0.1371	0.7030	0.8385
0.3158	7.4634	612	0.7182	0.2180	0.7182	0.8475
0.3158	7.4878	614	0.7011	0.0914	0.7011	0.8373
0.3158	7.5122	616	0.7142	0.0914	0.7142	0.8451
0.3158	7.5366	618	0.7294	0.0028	0.7294	0.8541
0.3158	7.5610	620	0.7396	0.1740	0.7396	0.8600
0.3158	7.5854	622	0.8351	0.1336	0.8351	0.9139
0.3158	7.6098	624	0.8268	0.1336	0.8268	0.9093
0.3158	7.6341	626	0.8123	0.1336	0.8123	0.9013
0.3158	7.6585	628	0.7696	0.2009	0.7696	0.8773
0.3158	7.6829	630	0.7527	0.1986	0.7527	0.8676
0.3158	7.7073	632	0.7517	0.1585	0.7517	0.8670
0.3158	7.7317	634	0.7216	0.0432	0.7216	0.8494
0.3158	7.7561	636	0.6999	0.0914	0.6999	0.8366
0.3158	7.7805	638	0.6926	0.0914	0.6926	0.8322
0.3158	7.8049	640	0.7060	0.0918	0.7060	0.8402
0.3158	7.8293	642	0.7297	0.1787	0.7297	0.8542
0.3158	7.8537	644	0.7467	0.1659	0.7467	0.8641
0.3158	7.8780	646	0.7460	0.1659	0.7460	0.8637
0.3158	7.9024	648	0.7333	0.1740	0.7333	0.8563
0.3158	7.9268	650	0.7146	0.1740	0.7146	0.8453
0.3158	7.9512	652	0.6878	0.1740	0.6878	0.8293
0.3158	7.9756	654	0.6836	0.1371	0.6836	0.8268
0.3158	8.0	656	0.7006	0.1740	0.7006	0.8370
0.3158	8.0244	658	0.8286	0.1291	0.8286	0.9103
0.3158	8.0488	660	0.9254	0.0260	0.9254	0.9620
0.3158	8.0732	662	0.9750	0.0233	0.9750	0.9874
0.3158	8.0976	664	0.8544	0.1196	0.8544	0.9243
0.3158	8.1220	666	0.7546	0.1292	0.7546	0.8687
0.3158	8.1463	668	0.7441	0.1347	0.7441	0.8626
0.3158	8.1707	670	0.7205	0.1196	0.7205	0.8488
0.3158	8.1951	672	0.7478	0.1965	0.7478	0.8648
0.3158	8.2195	674	0.7987	0.1291	0.7987	0.8937
0.3158	8.2439	676	0.8506	0.0676	0.8506	0.9223
0.3158	8.2683	678	0.7970	0.1395	0.7970	0.8928
0.3158	8.2927	680	0.7256	0.0821	0.7256	0.8518
0.3158	8.3171	682	0.7179	0.0926	0.7179	0.8473
0.3158	8.3415	684	0.7026	0.0414	0.7026	0.8382
0.3158	8.3659	686	0.7000	0.1828	0.7000	0.8367
0.3158	8.3902	688	0.7005	0.2584	0.7005	0.8370
0.3158	8.4146	690	0.7120	0.2502	0.7120	0.8438
0.3158	8.4390	692	0.7169	0.1807	0.7169	0.8467
0.3158	8.4634	694	0.7409	0.1192	0.7409	0.8608
0.3158	8.4878	696	0.7627	0.1440	0.7627	0.8734
0.3158	8.5122	698	0.8318	0.0909	0.8318	0.9120
0.3158	8.5366	700	0.9527	0.0676	0.9527	0.9761
0.3158	8.5610	702	0.8842	0.0826	0.8842	0.9403
0.3158	8.5854	704	0.7335	0.2258	0.7335	0.8565
0.3158	8.6098	706	0.7434	0.0465	0.7434	0.8622
0.3158	8.6341	708	0.7687	-0.0426	0.7687	0.8768
0.3158	8.6585	710	0.7596	0.0465	0.7596	0.8716
0.3158	8.6829	712	0.7486	0.0834	0.7486	0.8652
0.3158	8.7073	714	0.7298	0.0828	0.7298	0.8543
0.3158	8.7317	716	0.7063	0.0414	0.7063	0.8404
0.3158	8.7561	718	0.7083	0.0414	0.7083	0.8416
0.3158	8.7805	720	0.7143	0.0414	0.7143	0.8452
0.3158	8.8049	722	0.7237	0.1304	0.7237	0.8507
0.3158	8.8293	724	0.7242	0.0869	0.7242	0.8510
0.3158	8.8537	726	0.7206	0.0869	0.7206	0.8489
0.3158	8.8780	728	0.7140	0.0869	0.7140	0.8450
0.3158	8.9024	730	0.7267	0.0874	0.7267	0.8525
0.3158	8.9268	732	0.7356	0.1244	0.7356	0.8577
0.3158	8.9512	734	0.7366	0.1196	0.7366	0.8582
0.3158	8.9756	736	0.7756	0.1943	0.7756	0.8807
0.3158	9.0	738	0.8033	0.2424	0.8033	0.8963
0.3158	9.0244	740	0.7541	0.1943	0.7541	0.8684
0.3158	9.0488	742	0.7042	0.1254	0.7042	0.8392
0.3158	9.0732	744	0.7341	0.0874	0.7341	0.8568
0.3158	9.0976	746	0.7282	0.0828	0.7282	0.8533
0.3158	9.1220	748	0.7237	0.0821	0.7237	0.8507
0.3158	9.1463	750	0.7560	0.2078	0.7560	0.8695
0.3158	9.1707	752	0.7915	0.1921	0.7915	0.8896
0.3158	9.1951	754	0.7816	0.2078	0.7816	0.8841
0.3158	9.2195	756	0.7447	0.1675	0.7447	0.8630
0.3158	9.2439	758	0.7359	0.0821	0.7359	0.8578
0.3158	9.2683	760	0.7238	0.0821	0.7238	0.8507
0.3158	9.2927	762	0.7307	0.1347	0.7307	0.8548
0.3158	9.3171	764	0.7257	0.1659	0.7257	0.8519
0.3158	9.3415	766	0.7329	0.2078	0.7329	0.8561
0.3158	9.3659	768	0.7343	0.2078	0.7343	0.8569
0.3158	9.3902	770	0.7080	0.2150	0.7080	0.8414
0.3158	9.4146	772	0.6851	0.1371	0.6851	0.8277
0.3158	9.4390	774	0.6798	0.1371	0.6798	0.8245
0.3158	9.4634	776	0.7010	0.0926	0.7010	0.8373
0.3158	9.4878	778	0.7185	0.1751	0.7185	0.8476
0.3158	9.5122	780	0.7514	0.1644	0.7514	0.8669
0.3158	9.5366	782	0.8154	0.0923	0.8154	0.9030
0.3158	9.5610	784	0.8562	0.1648	0.8562	0.9253
0.3158	9.5854	786	0.8508	0.0896	0.8508	0.9224
0.3158	9.6098	788	0.8454	0.1372	0.8454	0.9195
0.3158	9.6341	790	0.8125	0.1372	0.8125	0.9014
0.3158	9.6585	792	0.8111	0.1329	0.8111	0.9006
0.3158	9.6829	794	0.7642	0.1529	0.7642	0.8742
0.3158	9.7073	796	0.7487	0.0359	0.7487	0.8653
0.3158	9.7317	798	0.7486	0.1644	0.7486	0.8652
0.3158	9.7561	800	0.7616	0.1431	0.7616	0.8727
0.3158	9.7805	802	0.7608	0.1431	0.7608	0.8722
0.3158	9.8049	804	0.7488	0.1644	0.7488	0.8653
0.3158	9.8293	806	0.7574	0.1244	0.7574	0.8703
0.3158	9.8537	808	0.7909	0.1329	0.7909	0.8894
0.3158	9.8780	810	0.8296	0.0871	0.8296	0.9109
0.3158	9.9024	812	0.7957	0.1336	0.7957	0.8920
0.3158	9.9268	814	0.7693	0.1336	0.7693	0.8771
0.3158	9.9512	816	0.7605	0.1291	0.7605	0.8721
0.3158	9.9756	818	0.7036	0.1740	0.7036	0.8388
0.3158	10.0	820	0.7152	0.0432	0.7152	0.8457
0.3158	10.0244	822	0.7064	0.0874	0.7064	0.8405
0.3158	10.0488	824	0.7432	0.2078	0.7432	0.8621
0.3158	10.0732	826	0.8831	0.1149	0.8831	0.9397
0.3158	10.0976	828	0.9609	0.0659	0.9609	0.9802
0.3158	10.1220	830	0.9383	0.0727	0.9383	0.9687
0.3158	10.1463	832	0.8402	0.0633	0.8402	0.9166
0.3158	10.1707	834	0.8783	0.0959	0.8783	0.9372
0.3158	10.1951	836	1.0689	0.1308	1.0689	1.0339
0.3158	10.2195	838	1.1054	0.1046	1.1054	1.0514
0.3158	10.2439	840	0.9246	0.0641	0.9246	0.9616
0.3158	10.2683	842	0.7367	0.0432	0.7367	0.8583
0.3158	10.2927	844	0.7500	0.0549	0.7500	0.8660
0.3158	10.3171	846	0.7674	0.0909	0.7674	0.8760
0.3158	10.3415	848	0.7146	0.2105	0.7146	0.8453
0.3158	10.3659	850	0.6713	0.1444	0.6713	0.8193
0.3158	10.3902	852	0.6910	0.0914	0.6910	0.8313
0.3158	10.4146	854	0.7169	0.0414	0.7169	0.8467
0.3158	10.4390	856	0.7158	0.0414	0.7158	0.8461
0.3158	10.4634	858	0.7919	0.1506	0.7919	0.8899
0.3158	10.4878	860	0.9929	0.0576	0.9929	0.9965
0.3158	10.5122	862	1.0268	0.0576	1.0268	1.0133
0.3158	10.5366	864	0.8583	0.0826	0.8583	0.9265
0.3158	10.5610	866	0.7298	0.1249	0.7298	0.8543
0.3158	10.5854	868	0.8035	-0.0426	0.8035	0.8964
0.3158	10.6098	870	0.8254	-0.0859	0.8254	0.9085
0.3158	10.6341	872	0.7472	0.0432	0.7472	0.8644
0.3158	10.6585	874	0.6691	0.1902	0.6691	0.8180
0.3158	10.6829	876	0.6697	0.2258	0.6697	0.8184
0.3158	10.7073	878	0.6781	0.1627	0.6781	0.8235
0.3158	10.7317	880	0.6723	0.2258	0.6723	0.8199
0.3158	10.7561	882	0.6796	0.2339	0.6796	0.8244
0.3158	10.7805	884	0.7101	0.0869	0.7101	0.8427
0.3158	10.8049	886	0.7293	0.0874	0.7293	0.8540
0.3158	10.8293	888	0.7201	0.1304	0.7201	0.8486
0.3158	10.8537	890	0.7401	0.1146	0.7401	0.8603
0.3158	10.8780	892	0.8352	0.1342	0.8352	0.9139
0.3158	10.9024	894	0.8949	0.0377	0.8949	0.9460
0.3158	10.9268	896	0.8588	0.0456	0.8588	0.9267
0.3158	10.9512	898	0.7719	0.2053	0.7719	0.8786
0.3158	10.9756	900	0.7540	0.0441	0.7540	0.8683
0.3158	11.0	902	0.8775	0.0296	0.8775	0.9368
0.3158	11.0244	904	0.9211	0.1042	0.9211	0.9597
0.3158	11.0488	906	0.8438	0.0581	0.8438	0.9186
0.3158	11.0732	908	0.7252	0.0926	0.7252	0.8516
0.3158	11.0976	910	0.7011	0.1254	0.7011	0.8373
0.3158	11.1220	912	0.7049	0.1758	0.7049	0.8396
0.3158	11.1463	914	0.7245	0.2502	0.7245	0.8512
0.3158	11.1707	916	0.7350	0.2349	0.7350	0.8573
0.3158	11.1951	918	0.7151	0.2105	0.7151	0.8456
0.3158	11.2195	920	0.7244	0.1371	0.7244	0.8511
0.3158	11.2439	922	0.7673	-0.0930	0.7673	0.8760
0.3158	11.2683	924	0.7688	-0.0483	0.7688	0.8768
0.3158	11.2927	926	0.7509	-0.0483	0.7509	0.8666
0.3158	11.3171	928	0.7093	0.1311	0.7093	0.8422
0.3158	11.3415	930	0.7009	0.1254	0.7009	0.8372
0.3158	11.3659	932	0.6875	0.1254	0.6875	0.8292
0.3158	11.3902	934	0.6887	0.1371	0.6887	0.8299
0.3158	11.4146	936	0.7350	0.0454	0.7350	0.8573
0.3158	11.4390	938	0.7611	-0.1331	0.7611	0.8724
0.3158	11.4634	940	0.7695	-0.1331	0.7695	0.8772
0.3158	11.4878	942	0.7143	0.0	0.7143	0.8452
0.3158	11.5122	944	0.6639	0.1371	0.6639	0.8148
0.3158	11.5366	946	0.6596	0.1828	0.6596	0.8122
0.3158	11.5610	948	0.6681	0.1758	0.6681	0.8173
0.3158	11.5854	950	0.6920	0.1627	0.6920	0.8318
0.3158	11.6098	952	0.7644	0.2277	0.7644	0.8743
0.3158	11.6341	954	0.8737	0.0711	0.8737	0.9347
0.3158	11.6585	956	0.8774	0.0711	0.8774	0.9367
0.3158	11.6829	958	0.7943	0.1716	0.7943	0.8912
0.3158	11.7073	960	0.6837	0.1758	0.6837	0.8269
0.3158	11.7317	962	0.6701	0.1444	0.6701	0.8186
0.3158	11.7561	964	0.6680	0.0436	0.6680	0.8173
0.3158	11.7805	966	0.6661	0.1318	0.6661	0.8161
0.3158	11.8049	968	0.7345	0.1627	0.7345	0.8570
0.3158	11.8293	970	0.8031	0.1716	0.8031	0.8961
0.3158	11.8537	972	0.7987	0.1716	0.7987	0.8937
0.3158	11.8780	974	0.7135	0.1627	0.7135	0.8447
0.3158	11.9024	976	0.6782	0.1758	0.6782	0.8235
0.3158	11.9268	978	0.6959	0.0914	0.6959	0.8342
0.3158	11.9512	980	0.7034	0.1758	0.7034	0.8387
0.3158	11.9756	982	0.7701	0.1449	0.7701	0.8776
0.3158	12.0	984	0.8410	0.1716	0.8410	0.9170
0.3158	12.0244	986	0.8845	0.1243	0.8845	0.9405
0.3158	12.0488	988	0.8293	0.1775	0.8293	0.9107
0.3158	12.0732	990	0.7819	0.1395	0.7819	0.8842
0.3158	12.0976	992	0.7695	0.1395	0.7695	0.8772
0.3158	12.1220	994	0.8360	0.1775	0.8360	0.9143
0.3158	12.1463	996	0.8383	0.1716	0.8383	0.9156
0.3158	12.1707	998	0.8404	0.1660	0.8404	0.9168
0.0695	12.1951	1000	0.8230	0.1716	0.8230	0.9072
0.0695	12.2195	1002	0.7411	0.1965	0.7411	0.8609
0.0695	12.2439	1004	0.7000	0.1254	0.7000	0.8367
0.0695	12.2683	1006	0.7152	0.0436	0.7152	0.8457
0.0695	12.2927	1008	0.7389	0.0454	0.7389	0.8596
0.0695	12.3171	1010	0.7215	0.0918	0.7215	0.8494
0.0695	12.3415	1012	0.7092	0.1758	0.7092	0.8421
0.0695	12.3659	1014	0.7429	0.1691	0.7429	0.8619
0.0695	12.3902	1016	0.7467	0.1199	0.7467	0.8641
0.0695	12.4146	1018	0.7530	0.1249	0.7530	0.8678
0.0695	12.4390	1020	0.8111	-0.0831	0.8111	0.9006
0.0695	12.4634	1022	0.7991	0.0	0.7991	0.8939

Framework versions

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