ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task1_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: 1.0487
• Qwk: 0.5865
• Mse: 1.0487
• Rmse: 1.0240

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	0.0870	2	7.4125	-0.0105	7.4125	2.7226
No log	0.1739	4	4.4820	0.0653	4.4820	2.1171
No log	0.2609	6	3.2784	0.1053	3.2784	1.8106
No log	0.3478	8	2.3932	0.0667	2.3932	1.5470
No log	0.4348	10	1.9334	0.2281	1.9334	1.3905
No log	0.5217	12	1.7541	0.1682	1.7541	1.3244
No log	0.6087	14	1.8758	0.0190	1.8758	1.3696
No log	0.6957	16	1.9690	0.0377	1.9690	1.4032
No log	0.7826	18	1.7646	0.0935	1.7646	1.3284
No log	0.8696	20	1.6722	0.1284	1.6722	1.2932
No log	0.9565	22	1.7546	0.0	1.7546	1.3246
No log	1.0435	24	1.8859	0.0690	1.8859	1.3733
No log	1.1304	26	1.6124	0.2241	1.6124	1.2698
No log	1.2174	28	1.4493	0.3220	1.4493	1.2039
No log	1.3043	30	1.4758	0.3810	1.4758	1.2148
No log	1.3913	32	1.5941	0.2727	1.5941	1.2626
No log	1.4783	34	1.4954	0.3053	1.4954	1.2229
No log	1.5652	36	1.4699	0.3939	1.4699	1.2124
No log	1.6522	38	1.4306	0.4122	1.4306	1.1961
No log	1.7391	40	1.2241	0.5469	1.2241	1.1064
No log	1.8261	42	1.1861	0.528	1.1861	1.0891
No log	1.9130	44	1.2081	0.5197	1.2081	1.0991
No log	2.0	46	1.4915	0.3740	1.4915	1.2213
No log	2.0870	48	1.7769	0.2946	1.7769	1.3330
No log	2.1739	50	1.4284	0.3770	1.4284	1.1951
No log	2.2609	52	1.0527	0.5312	1.0527	1.0260
No log	2.3478	54	0.9940	0.5469	0.9940	0.9970
No log	2.4348	56	0.9299	0.6370	0.9299	0.9643
No log	2.5217	58	0.8747	0.6809	0.8747	0.9352
No log	2.6087	60	0.8423	0.6620	0.8423	0.9178
No log	2.6957	62	0.8242	0.6377	0.8242	0.9078
No log	2.7826	64	0.9059	0.6571	0.9059	0.9518
No log	2.8696	66	1.3000	0.5211	1.3000	1.1402
No log	2.9565	68	1.2904	0.5036	1.2904	1.1359
No log	3.0435	70	1.0572	0.5846	1.0572	1.0282
No log	3.1304	72	1.1174	0.4793	1.1174	1.0571
No log	3.2174	74	1.2146	0.5039	1.2146	1.1021
No log	3.3043	76	0.9455	0.6569	0.9455	0.9723
No log	3.3913	78	1.0882	0.5674	1.0882	1.0432
No log	3.4783	80	1.1325	0.6081	1.1325	1.0642
No log	3.5652	82	1.0972	0.5638	1.0972	1.0475
No log	3.6522	84	1.0768	0.5638	1.0768	1.0377
No log	3.7391	86	0.9908	0.6099	0.9908	0.9954
No log	3.8261	88	0.9457	0.6618	0.9457	0.9725
No log	3.9130	90	0.9301	0.6471	0.9301	0.9644
No log	4.0	92	0.9499	0.6418	0.9499	0.9747
No log	4.0870	94	0.9995	0.5865	0.9995	0.9997
No log	4.1739	96	0.9546	0.6043	0.9546	0.9771
No log	4.2609	98	0.8041	0.6716	0.8041	0.8967
No log	4.3478	100	0.7806	0.7299	0.7806	0.8835
No log	4.4348	102	0.7149	0.6993	0.7149	0.8455
No log	4.5217	104	0.8283	0.6980	0.8283	0.9101
No log	4.6087	106	0.7026	0.7297	0.7026	0.8382
No log	4.6957	108	0.6519	0.7606	0.6519	0.8074
No log	4.7826	110	0.6532	0.7483	0.6532	0.8082
No log	4.8696	112	0.7586	0.7484	0.7586	0.8710
No log	4.9565	114	0.7689	0.7403	0.7689	0.8769
No log	5.0435	116	0.7999	0.7075	0.7999	0.8944
No log	5.1304	118	0.8343	0.6857	0.8343	0.9134
No log	5.2174	120	0.8219	0.6857	0.8219	0.9066
No log	5.3043	122	0.8075	0.6618	0.8075	0.8986
No log	5.3913	124	0.8583	0.6906	0.8583	0.9264
No log	5.4783	126	0.8867	0.7042	0.8867	0.9417
No log	5.5652	128	0.9122	0.7297	0.9122	0.9551
No log	5.6522	130	0.8947	0.7075	0.8947	0.9459
No log	5.7391	132	0.8304	0.6897	0.8304	0.9112
No log	5.8261	134	0.8189	0.6466	0.8189	0.9049
No log	5.9130	136	0.8288	0.6667	0.8288	0.9104
No log	6.0	138	0.8461	0.6565	0.8461	0.9199
No log	6.0870	140	0.9121	0.6567	0.9121	0.9550
No log	6.1739	142	1.1085	0.6456	1.1085	1.0528
No log	6.2609	144	1.0316	0.6043	1.0316	1.0157
No log	6.3478	146	1.1155	0.5564	1.1155	1.0561
No log	6.4348	148	1.0531	0.5970	1.0531	1.0262
No log	6.5217	150	0.9737	0.6377	0.9737	0.9868
No log	6.6087	152	0.9903	0.6522	0.9903	0.9951
No log	6.6957	154	1.0460	0.6331	1.0460	1.0228
No log	6.7826	156	0.9540	0.6515	0.9540	0.9767
No log	6.8696	158	0.8812	0.6016	0.8812	0.9387
No log	6.9565	160	0.9658	0.6	0.9658	0.9828
No log	7.0435	162	0.9021	0.5984	0.9021	0.9498
No log	7.1304	164	0.8764	0.6418	0.8764	0.9362
No log	7.2174	166	1.2361	0.5890	1.2361	1.1118
No log	7.3043	168	1.4899	0.4756	1.4899	1.2206
No log	7.3913	170	1.3077	0.5926	1.3077	1.1435
No log	7.4783	172	0.9393	0.6471	0.9393	0.9692
No log	7.5652	174	0.8628	0.6176	0.8628	0.9289
No log	7.6522	176	0.8564	0.6260	0.8564	0.9254
No log	7.7391	178	0.8703	0.6418	0.8703	0.9329
No log	7.8261	180	0.9548	0.6370	0.9548	0.9772
No log	7.9130	182	0.9717	0.6212	0.9717	0.9858
No log	8.0	184	0.9978	0.6212	0.9978	0.9989
No log	8.0870	186	1.0434	0.6047	1.0434	1.0214
No log	8.1739	188	1.0161	0.6154	1.0161	1.0080
No log	8.2609	190	0.9728	0.5873	0.9728	0.9863
No log	8.3478	192	0.8851	0.5827	0.8851	0.9408
No log	8.4348	194	0.8290	0.6412	0.8290	0.9105
No log	8.5217	196	0.8759	0.6418	0.8759	0.9359
No log	8.6087	198	0.9550	0.6897	0.9550	0.9772
No log	8.6957	200	0.8631	0.7083	0.8631	0.9290
No log	8.7826	202	0.7349	0.6667	0.7349	0.8573
No log	8.8696	204	0.7109	0.6615	0.7109	0.8432
No log	8.9565	206	0.7033	0.7164	0.7033	0.8386
No log	9.0435	208	0.7880	0.7042	0.7880	0.8877
No log	9.1304	210	1.0131	0.7013	1.0131	1.0065
No log	9.2174	212	1.0526	0.6536	1.0526	1.0260
No log	9.3043	214	0.9752	0.6286	0.9752	0.9875
No log	9.3913	216	0.8577	0.6519	0.8577	0.9261
No log	9.4783	218	0.7437	0.7007	0.7437	0.8624
No log	9.5652	220	0.7463	0.7391	0.7463	0.8639
No log	9.6522	222	0.8815	0.6429	0.8815	0.9389
No log	9.7391	224	0.8133	0.6714	0.8133	0.9018
No log	9.8261	226	0.8135	0.7550	0.8135	0.9019
No log	9.9130	228	1.0100	0.6395	1.0100	1.0050
No log	10.0	230	1.0023	0.6707	1.0023	1.0012
No log	10.0870	232	0.8774	0.7133	0.8774	0.9367
No log	10.1739	234	0.9045	0.6617	0.9045	0.9510
No log	10.2609	236	0.8751	0.6866	0.8751	0.9355
No log	10.3478	238	0.8216	0.7023	0.8216	0.9064
No log	10.4348	240	0.7860	0.7023	0.7860	0.8866
No log	10.5217	242	0.7637	0.7143	0.7637	0.8739
No log	10.6087	244	0.7258	0.7448	0.7258	0.8519
No log	10.6957	246	0.7007	0.7518	0.7007	0.8371
No log	10.7826	248	0.6962	0.7671	0.6962	0.8344
No log	10.8696	250	0.6896	0.7206	0.6896	0.8304
No log	10.9565	252	0.7407	0.7153	0.7407	0.8606
No log	11.0435	254	0.7544	0.7015	0.7544	0.8685
No log	11.1304	256	0.7822	0.6917	0.7822	0.8844
No log	11.2174	258	0.8523	0.6620	0.8523	0.9232
No log	11.3043	260	0.8824	0.7013	0.8824	0.9394
No log	11.3913	262	0.9070	0.6994	0.9070	0.9523
No log	11.4783	264	0.8619	0.7013	0.8619	0.9284
No log	11.5652	266	0.7618	0.7286	0.7618	0.8728
No log	11.6522	268	0.7708	0.6718	0.7708	0.8779
No log	11.7391	270	0.8008	0.6357	0.8008	0.8949
No log	11.8261	272	0.8703	0.6617	0.8703	0.9329
No log	11.9130	274	0.9323	0.6277	0.9323	0.9655
No log	12.0	276	0.9046	0.7034	0.9046	0.9511
No log	12.0870	278	0.7837	0.6857	0.7837	0.8853
No log	12.1739	280	0.7417	0.7050	0.7417	0.8612
No log	12.2609	282	0.7920	0.7308	0.7920	0.8900
No log	12.3478	284	0.8139	0.6846	0.8139	0.9022
No log	12.4348	286	0.8760	0.6515	0.8760	0.9359
No log	12.5217	288	0.8912	0.6565	0.8912	0.9440
No log	12.6087	290	0.8415	0.6565	0.8415	0.9173
No log	12.6957	292	0.8497	0.6565	0.8497	0.9218
No log	12.7826	294	0.9147	0.6525	0.9147	0.9564
No log	12.8696	296	0.9363	0.6667	0.9363	0.9677
No log	12.9565	298	0.9916	0.6282	0.9916	0.9958
No log	13.0435	300	0.9016	0.6538	0.9016	0.9495
No log	13.1304	302	0.7454	0.7059	0.7454	0.8633
No log	13.2174	304	0.7282	0.6917	0.7282	0.8533
No log	13.3043	306	0.7685	0.6917	0.7685	0.8767
No log	13.3913	308	0.8171	0.6667	0.8171	0.9039
No log	13.4783	310	0.8145	0.6917	0.8145	0.9025
No log	13.5652	312	0.8399	0.6716	0.8399	0.9165
No log	13.6522	314	0.8201	0.6917	0.8201	0.9056
No log	13.7391	316	0.8473	0.6818	0.8473	0.9205
No log	13.8261	318	0.8698	0.6818	0.8698	0.9326
No log	13.9130	320	0.9499	0.5954	0.9499	0.9746
No log	14.0	322	1.0469	0.6225	1.0469	1.0232
No log	14.0870	324	1.0576	0.6543	1.0576	1.0284
No log	14.1739	326	0.9579	0.6579	0.9579	0.9787
No log	14.2609	328	0.8376	0.6324	0.8376	0.9152
No log	14.3478	330	0.8311	0.6349	0.8311	0.9116
No log	14.4348	332	0.8453	0.6299	0.8453	0.9194
No log	14.5217	334	0.8060	0.6142	0.8060	0.8978
No log	14.6087	336	0.8216	0.7259	0.8216	0.9064
No log	14.6957	338	0.9832	0.6309	0.9832	0.9915
No log	14.7826	340	1.0963	0.6203	1.0963	1.0471
No log	14.8696	342	1.0021	0.6309	1.0021	1.0010
No log	14.9565	344	0.8279	0.6277	0.8279	0.9099
No log	15.0435	346	0.7567	0.7059	0.7567	0.8699
No log	15.1304	348	0.7425	0.7143	0.7425	0.8617
No log	15.2174	350	0.7841	0.6479	0.7841	0.8855
No log	15.3043	352	0.8378	0.6383	0.8378	0.9153
No log	15.3913	354	0.8867	0.6486	0.8867	0.9417
No log	15.4783	356	0.8567	0.6383	0.8567	0.9256
No log	15.5652	358	0.8945	0.6338	0.8945	0.9458
No log	15.6522	360	0.9453	0.6345	0.9453	0.9723
No log	15.7391	362	0.9103	0.6241	0.9103	0.9541
No log	15.8261	364	0.8790	0.6406	0.8790	0.9376
No log	15.9130	366	0.8283	0.6716	0.8283	0.9101
No log	16.0	368	0.7810	0.6716	0.7810	0.8838
No log	16.0870	370	0.8217	0.6667	0.8217	0.9065
No log	16.1739	372	0.9167	0.6667	0.9167	0.9575
No log	16.2609	374	0.9588	0.6790	0.9588	0.9792
No log	16.3478	376	0.8971	0.6622	0.8971	0.9471
No log	16.4348	378	0.8399	0.6316	0.8399	0.9165
No log	16.5217	380	0.8435	0.6617	0.8435	0.9184
No log	16.6087	382	0.8896	0.6462	0.8896	0.9432
No log	16.6957	384	0.9365	0.6412	0.9365	0.9677
No log	16.7826	386	0.9773	0.6316	0.9773	0.9886
No log	16.8696	388	1.0050	0.6522	1.0050	1.0025
No log	16.9565	390	0.9172	0.6667	0.9172	0.9577
No log	17.0435	392	0.8071	0.6714	0.8071	0.8984
No log	17.1304	394	0.7718	0.6806	0.7718	0.8785
No log	17.2174	396	0.7294	0.6620	0.7294	0.8540
No log	17.3043	398	0.7701	0.6713	0.7701	0.8776
No log	17.3913	400	0.8400	0.6522	0.8400	0.9165
No log	17.4783	402	0.9180	0.6565	0.9180	0.9581
No log	17.5652	404	0.9859	0.6565	0.9859	0.9929
No log	17.6522	406	1.0080	0.6308	1.0080	1.0040
No log	17.7391	408	0.9655	0.6565	0.9655	0.9826
No log	17.8261	410	0.9517	0.6565	0.9517	0.9755
No log	17.9130	412	0.9728	0.6475	0.9728	0.9863
No log	18.0	414	1.0469	0.6709	1.0469	1.0232
No log	18.0870	416	1.0045	0.6709	1.0045	1.0022
No log	18.1739	418	0.8679	0.6438	0.8679	0.9316
No log	18.2609	420	0.7956	0.6866	0.7956	0.8920
No log	18.3478	422	0.7946	0.6617	0.7946	0.8914
No log	18.4348	424	0.8260	0.6767	0.8260	0.9088
No log	18.5217	426	0.9148	0.6515	0.9148	0.9565
No log	18.6087	428	1.0174	0.6131	1.0174	1.0087
No log	18.6957	430	1.0598	0.5972	1.0598	1.0295
No log	18.7826	432	0.9737	0.6479	0.9737	0.9868
No log	18.8696	434	0.8428	0.6567	0.8428	0.9180
No log	18.9565	436	0.7358	0.7068	0.7358	0.8578
No log	19.0435	438	0.7096	0.7556	0.7096	0.8424
No log	19.1304	440	0.7242	0.6963	0.7242	0.8510
No log	19.2174	442	0.7786	0.6809	0.7786	0.8824
No log	19.3043	444	0.8742	0.6571	0.8742	0.9350
No log	19.3913	446	0.9697	0.6197	0.9697	0.9847
No log	19.4783	448	1.0839	0.6014	1.0839	1.0411
No log	19.5652	450	1.0604	0.6029	1.0604	1.0297
No log	19.6522	452	0.9942	0.6418	0.9942	0.9971
No log	19.7391	454	0.9184	0.6515	0.9184	0.9583
No log	19.8261	456	0.8797	0.6765	0.8797	0.9379
No log	19.9130	458	0.8976	0.6761	0.8976	0.9474
No log	20.0	460	0.8974	0.6759	0.8974	0.9473
No log	20.0870	462	0.8473	0.6761	0.8473	0.9205
No log	20.1739	464	0.8399	0.6567	0.8399	0.9164
No log	20.2609	466	0.8565	0.6718	0.8565	0.9255
No log	20.3478	468	0.8790	0.6769	0.8790	0.9376
No log	20.4348	470	0.9125	0.6466	0.9125	0.9553
No log	20.5217	472	0.9303	0.6418	0.9303	0.9645
No log	20.6087	474	0.9265	0.6565	0.9265	0.9626
No log	20.6957	476	0.9467	0.6222	0.9467	0.9730
No log	20.7826	478	0.9337	0.6569	0.9337	0.9663
No log	20.8696	480	0.9088	0.6565	0.9088	0.9533
No log	20.9565	482	0.8925	0.6094	0.8925	0.9447
No log	21.0435	484	0.8984	0.5984	0.8984	0.9478
No log	21.1304	486	0.8964	0.6094	0.8964	0.9468
No log	21.2174	488	0.8970	0.6718	0.8970	0.9471
No log	21.3043	490	0.9269	0.6269	0.9269	0.9627
No log	21.3913	492	0.9988	0.6573	0.9988	0.9994
No log	21.4783	494	1.0490	0.5954	1.0490	1.0242
No log	21.5652	496	1.0535	0.6094	1.0535	1.0264
No log	21.6522	498	1.0359	0.6047	1.0359	1.0178
0.3368	21.7391	500	1.0071	0.6047	1.0071	1.0036
0.3368	21.8261	502	0.9928	0.6667	0.9928	0.9964
0.3368	21.9130	504	0.9910	0.6667	0.9910	0.9955
0.3368	22.0	506	0.9665	0.6619	0.9665	0.9831
0.3368	22.0870	508	0.9215	0.6619	0.9215	0.9600
0.3368	22.1739	510	0.9110	0.6620	0.9110	0.9545
0.3368	22.2609	512	0.9026	0.6471	0.9026	0.9501
0.3368	22.3478	514	0.8756	0.6767	0.8756	0.9357
0.3368	22.4348	516	0.8573	0.6565	0.8573	0.9259
0.3368	22.5217	518	0.8606	0.6818	0.8606	0.9277
0.3368	22.6087	520	0.8534	0.6866	0.8534	0.9238
0.3368	22.6957	522	0.8279	0.6815	0.8279	0.9099
0.3368	22.7826	524	0.8151	0.6815	0.8151	0.9028
0.3368	22.8696	526	0.7495	0.7059	0.7495	0.8658
0.3368	22.9565	528	0.7052	0.7015	0.7052	0.8398
0.3368	23.0435	530	0.6968	0.7259	0.6968	0.8348
0.3368	23.1304	532	0.7105	0.7111	0.7105	0.8429
0.3368	23.2174	534	0.7248	0.7164	0.7248	0.8514
0.3368	23.3043	536	0.7427	0.7368	0.7427	0.8618
0.3368	23.3913	538	0.7779	0.7368	0.7779	0.8820
0.3368	23.4783	540	0.7825	0.7164	0.7825	0.8846
0.3368	23.5652	542	0.8184	0.7059	0.8184	0.9046
0.3368	23.6522	544	0.8512	0.6812	0.8512	0.9226
0.3368	23.7391	546	0.8666	0.6763	0.8666	0.9309
0.3368	23.8261	548	0.8685	0.6763	0.8685	0.9319
0.3368	23.9130	550	0.8250	0.6906	0.8250	0.9083
0.3368	24.0	552	0.8100	0.6870	0.8100	0.9000
0.3368	24.0870	554	0.8417	0.6912	0.8417	0.9174
0.3368	24.1739	556	0.9049	0.6861	0.9049	0.9513
0.3368	24.2609	558	0.9567	0.6861	0.9567	0.9781
0.3368	24.3478	560	1.0059	0.6212	1.0059	1.0029
0.3368	24.4348	562	1.0672	0.5970	1.0672	1.0330
0.3368	24.5217	564	1.0634	0.5839	1.0634	1.0312
0.3368	24.6087	566	0.9847	0.6912	0.9847	0.9923
0.3368	24.6957	568	0.9317	0.6818	0.9317	0.9652
0.3368	24.7826	570	0.8879	0.6457	0.8879	0.9423
0.3368	24.8696	572	0.9091	0.6190	0.9091	0.9535
0.3368	24.9565	574	0.9209	0.6190	0.9209	0.9596
0.3368	25.0435	576	0.9155	0.6190	0.9155	0.9568
0.3368	25.1304	578	0.9366	0.6769	0.9366	0.9678
0.3368	25.2174	580	0.9826	0.6324	0.9826	0.9913
0.3368	25.3043	582	1.0138	0.6176	1.0138	1.0069
0.3368	25.3913	584	1.0280	0.6259	1.0280	1.0139
0.3368	25.4783	586	0.9802	0.6351	0.9802	0.9901
0.3368	25.5652	588	0.8971	0.6286	0.8971	0.9471
0.3368	25.6522	590	0.8707	0.6222	0.8707	0.9331
0.3368	25.7391	592	0.8536	0.6515	0.8536	0.9239
0.3368	25.8261	594	0.8747	0.6260	0.8747	0.9353
0.3368	25.9130	596	0.8851	0.6615	0.8851	0.9408
0.3368	26.0	598	0.8995	0.6308	0.8995	0.9484
0.3368	26.0870	600	0.9588	0.6475	0.9588	0.9792
0.3368	26.1739	602	0.9964	0.6154	0.9964	0.9982
0.3368	26.2609	604	0.9682	0.6154	0.9682	0.9840
0.3368	26.3478	606	0.8920	0.6857	0.8920	0.9444
0.3368	26.4348	608	0.8504	0.6364	0.8504	0.9222
0.3368	26.5217	610	0.8323	0.6364	0.8323	0.9123
0.3368	26.6087	612	0.8167	0.6565	0.8167	0.9037
0.3368	26.6957	614	0.8080	0.6615	0.8080	0.8989
0.3368	26.7826	616	0.8147	0.6870	0.8147	0.9026
0.3368	26.8696	618	0.8194	0.6815	0.8194	0.9052
0.3368	26.9565	620	0.8719	0.6107	0.8719	0.9338
0.3368	27.0435	622	0.9201	0.6187	0.9201	0.9592
0.3368	27.1304	624	0.9208	0.6716	0.9208	0.9596
0.3368	27.2174	626	0.8938	0.6866	0.8938	0.9454
0.3368	27.3043	628	0.8586	0.6963	0.8586	0.9266
0.3368	27.3913	630	0.8260	0.7259	0.8260	0.9088
0.3368	27.4783	632	0.7860	0.7259	0.7860	0.8866
0.3368	27.5652	634	0.7890	0.7259	0.7890	0.8883
0.3368	27.6522	636	0.8118	0.7164	0.8118	0.9010
0.3368	27.7391	638	0.8716	0.7007	0.8716	0.9336
0.3368	27.8261	640	0.9337	0.6712	0.9337	0.9663
0.3368	27.9130	642	0.9519	0.6853	0.9519	0.9757
0.3368	28.0	644	0.9299	0.6618	0.9299	0.9643
0.3368	28.0870	646	0.8996	0.6812	0.8996	0.9485
0.3368	28.1739	648	0.8923	0.6812	0.8923	0.9446
0.3368	28.2609	650	0.8817	0.6957	0.8817	0.9390
0.3368	28.3478	652	0.8776	0.6957	0.8776	0.9368
0.3368	28.4348	654	0.8611	0.6715	0.8611	0.9279
0.3368	28.5217	656	0.8651	0.6715	0.8651	0.9301
0.3368	28.6087	658	0.8966	0.6957	0.8966	0.9469
0.3368	28.6957	660	0.9132	0.6906	0.9132	0.9556
0.3368	28.7826	662	0.9568	0.6906	0.9568	0.9782
0.3368	28.8696	664	0.9763	0.6906	0.9763	0.9881
0.3368	28.9565	666	0.9986	0.6418	0.9986	0.9993
0.3368	29.0435	668	1.0233	0.6466	1.0233	1.0116
0.3368	29.1304	670	1.0316	0.6466	1.0316	1.0157
0.3368	29.2174	672	1.0109	0.6	1.0109	1.0054
0.3368	29.3043	674	0.9876	0.6471	0.9876	0.9938
0.3368	29.3913	676	0.9156	0.6316	0.9156	0.9568
0.3368	29.4783	678	0.8823	0.6154	0.8823	0.9393
0.3368	29.5652	680	0.8690	0.6154	0.8690	0.9322
0.3368	29.6522	682	0.8644	0.5891	0.8644	0.9297
0.3368	29.7391	684	0.8627	0.6769	0.8627	0.9288
0.3368	29.8261	686	0.8727	0.6769	0.8727	0.9342
0.3368	29.9130	688	0.8839	0.6512	0.8839	0.9402
0.3368	30.0	690	0.8998	0.5938	0.8998	0.9486
0.3368	30.0870	692	0.9173	0.6142	0.9173	0.9578
0.3368	30.1739	694	0.9179	0.6512	0.9179	0.9581
0.3368	30.2609	696	0.8942	0.6512	0.8942	0.9456
0.3368	30.3478	698	0.8585	0.6917	0.8585	0.9265
0.3368	30.4348	700	0.8453	0.6917	0.8453	0.9194
0.3368	30.5217	702	0.8563	0.6759	0.8563	0.9254
0.3368	30.6087	704	0.8665	0.6757	0.8665	0.9308
0.3368	30.6957	706	0.8474	0.6757	0.8474	0.9205
0.3368	30.7826	708	0.8139	0.7153	0.8139	0.9022
0.3368	30.8696	710	0.7952	0.7101	0.7952	0.8917
0.3368	30.9565	712	0.7878	0.6866	0.7878	0.8876
0.3368	31.0435	714	0.8059	0.6718	0.8059	0.8977
0.3368	31.1304	716	0.8591	0.6870	0.8591	0.9269
0.3368	31.2174	718	0.9332	0.6917	0.9332	0.9660
0.3368	31.3043	720	1.0558	0.5564	1.0558	1.0275
0.3368	31.3913	722	1.1602	0.5255	1.1602	1.0771
0.3368	31.4783	724	1.1625	0.5255	1.1625	1.0782
0.3368	31.5652	726	1.0839	0.5547	1.0839	1.0411
0.3368	31.6522	728	1.0203	0.6331	1.0203	1.0101
0.3368	31.7391	730	0.9282	0.6619	0.9282	0.9634
0.3368	31.8261	732	0.8871	0.6861	0.8871	0.9419
0.3368	31.9130	734	0.8702	0.6765	0.8702	0.9328
0.3368	32.0	736	0.8721	0.7007	0.8721	0.9339
0.3368	32.0870	738	0.8975	0.7	0.8975	0.9473
0.3368	32.1739	740	0.9027	0.7	0.9027	0.9501
0.3368	32.2609	742	0.8913	0.7015	0.8913	0.9441
0.3368	32.3478	744	0.8725	0.6718	0.8725	0.9341
0.3368	32.4348	746	0.8652	0.6769	0.8652	0.9302
0.3368	32.5217	748	0.8670	0.7068	0.8670	0.9312
0.3368	32.6087	750	0.8567	0.7068	0.8567	0.9256
0.3368	32.6957	752	0.8711	0.7299	0.8711	0.9333
0.3368	32.7826	754	0.8809	0.7299	0.8809	0.9386
0.3368	32.8696	756	0.8766	0.7015	0.8766	0.9363
0.3368	32.9565	758	0.8603	0.6667	0.8603	0.9275
0.3368	33.0435	760	0.8632	0.6870	0.8632	0.9291
0.3368	33.1304	762	0.8642	0.6565	0.8642	0.9296
0.3368	33.2174	764	0.8467	0.6565	0.8467	0.9202
0.3368	33.3043	766	0.8502	0.6615	0.8502	0.9220
0.3368	33.3913	768	0.8860	0.6176	0.8860	0.9413
0.3368	33.4783	770	0.9077	0.6197	0.9077	0.9527
0.3368	33.5652	772	0.8788	0.6294	0.8788	0.9374
0.3368	33.6522	774	0.8253	0.6573	0.8253	0.9085
0.3368	33.7391	776	0.8281	0.7034	0.8281	0.9100
0.3368	33.8261	778	0.8578	0.6933	0.8578	0.9262
0.3368	33.9130	780	0.8396	0.6806	0.8396	0.9163
0.3368	34.0	782	0.8281	0.6950	0.8281	0.9100
0.3368	34.0870	784	0.8004	0.6950	0.8004	0.8946
0.3368	34.1739	786	0.7702	0.7465	0.7702	0.8776
0.3368	34.2609	788	0.7461	0.7639	0.7461	0.8637
0.3368	34.3478	790	0.7377	0.7639	0.7377	0.8589
0.3368	34.4348	792	0.7360	0.7639	0.7360	0.8579
0.3368	34.5217	794	0.7786	0.7465	0.7786	0.8824
0.3368	34.6087	796	0.8272	0.6857	0.8272	0.9095
0.3368	34.6957	798	0.8791	0.7007	0.8791	0.9376
0.3368	34.7826	800	0.9273	0.6763	0.9273	0.9630
0.3368	34.8696	802	0.9897	0.6187	0.9897	0.9949
0.3368	34.9565	804	1.0051	0.6286	1.0051	1.0026
0.3368	35.0435	806	0.9920	0.6286	0.9920	0.9960
0.3368	35.1304	808	0.9848	0.6418	0.9848	0.9924
0.3368	35.2174	810	0.9812	0.6364	0.9812	0.9906
0.3368	35.3043	812	0.9847	0.6260	0.9847	0.9923
0.3368	35.3913	814	0.9787	0.6	0.9787	0.9893
0.3368	35.4783	816	0.9775	0.6047	0.9775	0.9887
0.3368	35.5652	818	0.9900	0.5954	0.9900	0.9950
0.3368	35.6522	820	1.0019	0.6165	1.0019	1.0010
0.3368	35.7391	822	1.0434	0.5564	1.0434	1.0215
0.3368	35.8261	824	1.0473	0.5564	1.0473	1.0234
0.3368	35.9130	826	1.0117	0.5821	1.0117	1.0058
0.3368	36.0	828	0.9544	0.6308	0.9544	0.9769
0.3368	36.0870	830	0.9384	0.625	0.9384	0.9687
0.3368	36.1739	832	0.9224	0.6512	0.9224	0.9604
0.3368	36.2609	834	0.9406	0.6512	0.9406	0.9698
0.3368	36.3478	836	0.9732	0.5909	0.9732	0.9865
0.3368	36.4348	838	0.9848	0.6569	0.9848	0.9924
0.3368	36.5217	840	0.9777	0.6569	0.9777	0.9888
0.3368	36.6087	842	0.9063	0.6812	0.9063	0.9520
0.3368	36.6957	844	0.8352	0.6714	0.8352	0.9139
0.3368	36.7826	846	0.8042	0.6571	0.8042	0.8968
0.3368	36.8696	848	0.7865	0.6573	0.7865	0.8868
0.3368	36.9565	850	0.7845	0.6812	0.7845	0.8857
0.3368	37.0435	852	0.8162	0.6912	0.8162	0.9034
0.3368	37.1304	854	0.8800	0.6316	0.8800	0.9381
0.3368	37.2174	856	0.9822	0.6119	0.9822	0.9911
0.3368	37.3043	858	1.0668	0.5735	1.0668	1.0329
0.3368	37.3913	860	1.0907	0.5294	1.0907	1.0444
0.3368	37.4783	862	1.0455	0.5821	1.0455	1.0225
0.3368	37.5652	864	0.9511	0.6418	0.9511	0.9753
0.3368	37.6522	866	0.8736	0.6212	0.8736	0.9347
0.3368	37.7391	868	0.8007	0.7259	0.8007	0.8948
0.3368	37.8261	870	0.7621	0.7206	0.7621	0.8730
0.3368	37.9130	872	0.7483	0.6963	0.7483	0.8650
0.3368	38.0	874	0.7549	0.6963	0.7549	0.8689
0.3368	38.0870	876	0.7897	0.6917	0.7897	0.8886
0.3368	38.1739	878	0.8188	0.6917	0.8188	0.9049
0.3368	38.2609	880	0.8532	0.6667	0.8532	0.9237
0.3368	38.3478	882	0.9143	0.6165	0.9143	0.9562
0.3368	38.4348	884	0.9851	0.5865	0.9851	0.9925
0.3368	38.5217	886	1.0361	0.5802	1.0361	1.0179
0.3368	38.6087	888	1.0535	0.5865	1.0535	1.0264
0.3368	38.6957	890	1.0650	0.5758	1.0650	1.0320
0.3368	38.7826	892	1.0487	0.5865	1.0487	1.0240

Framework versions

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