ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k5_task2_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: 0.7827
• Qwk: 0.5331
• Mse: 0.7827
• Rmse: 0.8847

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	0.0690	2	4.5860	0.0042	4.5860	2.1415
No log	0.1379	4	2.6996	-0.0420	2.6996	1.6430
No log	0.2069	6	1.6579	0.0372	1.6579	1.2876
No log	0.2759	8	1.2154	0.1590	1.2154	1.1025
No log	0.3448	10	1.1961	0.1370	1.1961	1.0937
No log	0.4138	12	1.3367	0.0366	1.3367	1.1561
No log	0.4828	14	1.2065	0.1944	1.2065	1.0984
No log	0.5517	16	1.2127	0.1246	1.2127	1.1012
No log	0.6207	18	1.2186	0.0806	1.2186	1.1039
No log	0.6897	20	1.2428	0.1422	1.2428	1.1148
No log	0.7586	22	1.3930	0.0610	1.3930	1.1803
No log	0.8276	24	1.4143	0.0524	1.4143	1.1892
No log	0.8966	26	1.3968	0.1512	1.3968	1.1819
No log	0.9655	28	1.6419	0.2037	1.6419	1.2813
No log	1.0345	30	1.5294	0.3149	1.5294	1.2367
No log	1.1034	32	1.2055	0.2444	1.2055	1.0979
No log	1.1724	34	1.4178	0.3275	1.4178	1.1907
No log	1.2414	36	1.3008	0.3548	1.3008	1.1405
No log	1.3103	38	1.0903	0.3311	1.0903	1.0442
No log	1.3793	40	1.3131	0.3139	1.3131	1.1459
No log	1.4483	42	1.6069	0.3000	1.6069	1.2676
No log	1.5172	44	1.4816	0.2962	1.4816	1.2172
No log	1.5862	46	1.1020	0.3723	1.1020	1.0498
No log	1.6552	48	0.9298	0.4181	0.9298	0.9643
No log	1.7241	50	0.9439	0.3160	0.9439	0.9716
No log	1.7931	52	0.9629	0.4321	0.9629	0.9813
No log	1.8621	54	0.9580	0.4148	0.9580	0.9788
No log	1.9310	56	1.0020	0.4894	1.0020	1.0010
No log	2.0	58	1.0422	0.5054	1.0422	1.0209
No log	2.0690	60	1.1156	0.5014	1.1156	1.0562
No log	2.1379	62	1.0398	0.5346	1.0398	1.0197
No log	2.2069	64	0.9351	0.5211	0.9351	0.9670
No log	2.2759	66	0.8907	0.5034	0.8907	0.9437
No log	2.3448	68	0.8700	0.5037	0.8700	0.9328
No log	2.4138	70	0.8873	0.4216	0.8873	0.9420
No log	2.4828	72	0.9484	0.3729	0.9484	0.9739
No log	2.5517	74	0.9031	0.3548	0.9031	0.9503
No log	2.6207	76	0.8846	0.3738	0.8846	0.9405
No log	2.6897	78	0.8391	0.4084	0.8391	0.9160
No log	2.7586	80	0.8028	0.5102	0.8028	0.8960
No log	2.8276	82	0.8226	0.5380	0.8226	0.9070
No log	2.8966	84	0.8731	0.5328	0.8731	0.9344
No log	2.9655	86	0.8231	0.5792	0.8231	0.9072
No log	3.0345	88	0.7597	0.5532	0.7597	0.8716
No log	3.1034	90	0.7814	0.5902	0.7814	0.8840
No log	3.1724	92	0.7441	0.5787	0.7441	0.8626
No log	3.2414	94	0.7280	0.5244	0.7280	0.8533
No log	3.3103	96	0.7301	0.5244	0.7301	0.8545
No log	3.3793	98	0.7402	0.5633	0.7402	0.8604
No log	3.4483	100	0.8598	0.5724	0.8598	0.9272
No log	3.5172	102	0.9052	0.5222	0.9052	0.9514
No log	3.5862	104	1.0297	0.4695	1.0297	1.0147
No log	3.6552	106	1.0569	0.5111	1.0569	1.0281
No log	3.7241	108	0.9216	0.5293	0.9216	0.9600
No log	3.7931	110	0.7665	0.5646	0.7665	0.8755
No log	3.8621	112	0.7128	0.5534	0.7128	0.8443
No log	3.9310	114	0.7355	0.5534	0.7355	0.8576
No log	4.0	116	0.8731	0.5007	0.8731	0.9344
No log	4.0690	118	0.9498	0.4596	0.9498	0.9746
No log	4.1379	120	0.8700	0.5497	0.8700	0.9327
No log	4.2069	122	0.8202	0.5964	0.8202	0.9057
No log	4.2759	124	0.7906	0.5661	0.7906	0.8891
No log	4.3448	126	0.8384	0.5649	0.8384	0.9156
No log	4.4138	128	0.8160	0.5473	0.8160	0.9033
No log	4.4828	130	0.7711	0.5155	0.7711	0.8781
No log	4.5517	132	0.7697	0.5155	0.7697	0.8773
No log	4.6207	134	0.7754	0.5380	0.7754	0.8806
No log	4.6897	136	0.8199	0.5625	0.8199	0.9055
No log	4.7586	138	0.8332	0.4811	0.8332	0.9128
No log	4.8276	140	0.7855	0.4700	0.7855	0.8863
No log	4.8966	142	0.7696	0.5517	0.7696	0.8773
No log	4.9655	144	0.7304	0.5930	0.7304	0.8546
No log	5.0345	146	0.7390	0.5467	0.7390	0.8596
No log	5.1034	148	0.7498	0.4944	0.7498	0.8659
No log	5.1724	150	0.7101	0.5647	0.7101	0.8427
No log	5.2414	152	0.7168	0.6281	0.7168	0.8466
No log	5.3103	154	0.7075	0.5648	0.7075	0.8411
No log	5.3793	156	0.7171	0.5505	0.7171	0.8468
No log	5.4483	158	0.7306	0.6074	0.7306	0.8547
No log	5.5172	160	0.7318	0.6054	0.7318	0.8555
No log	5.5862	162	0.7400	0.5838	0.7400	0.8602
No log	5.6552	164	0.7766	0.5631	0.7766	0.8812
No log	5.7241	166	0.7540	0.5495	0.7540	0.8683
No log	5.7931	168	0.7575	0.5997	0.7575	0.8703
No log	5.8621	170	0.7787	0.5621	0.7787	0.8824
No log	5.9310	172	0.8353	0.5825	0.8353	0.9139
No log	6.0	174	0.8169	0.6203	0.8169	0.9038
No log	6.0690	176	0.7620	0.5699	0.7620	0.8729
No log	6.1379	178	0.7530	0.5584	0.7530	0.8678
No log	6.2069	180	0.7610	0.5132	0.7610	0.8724
No log	6.2759	182	0.8526	0.4893	0.8526	0.9234
No log	6.3448	184	0.9633	0.4989	0.9633	0.9815
No log	6.4138	186	0.8603	0.4785	0.8603	0.9275
No log	6.4828	188	0.7646	0.5376	0.7646	0.8744
No log	6.5517	190	0.7210	0.6035	0.7210	0.8491
No log	6.6207	192	0.6899	0.6435	0.6899	0.8306
No log	6.6897	194	0.6940	0.6713	0.6940	0.8331
No log	6.7586	196	0.7134	0.6234	0.7134	0.8446
No log	6.8276	198	0.7676	0.5255	0.7676	0.8761
No log	6.8966	200	0.7394	0.4945	0.7394	0.8599
No log	6.9655	202	0.7510	0.5163	0.7510	0.8666
No log	7.0345	204	0.7595	0.5079	0.7595	0.8715
No log	7.1034	206	0.7511	0.6060	0.7511	0.8667
No log	7.1724	208	0.7605	0.6121	0.7605	0.8721
No log	7.2414	210	0.7441	0.5774	0.7441	0.8626
No log	7.3103	212	0.7427	0.5253	0.7427	0.8618
No log	7.3793	214	0.7376	0.5774	0.7376	0.8589
No log	7.4483	216	0.7578	0.6132	0.7578	0.8705
No log	7.5172	218	0.7791	0.6305	0.7791	0.8826
No log	7.5862	220	0.8327	0.6159	0.8327	0.9125
No log	7.6552	222	0.7940	0.5961	0.7940	0.8911
No log	7.7241	224	0.7380	0.6051	0.7380	0.8591
No log	7.7931	226	0.7456	0.5697	0.7456	0.8635
No log	7.8621	228	0.7428	0.5697	0.7428	0.8619
No log	7.9310	230	0.7183	0.6239	0.7183	0.8475
No log	8.0	232	0.7763	0.6384	0.7763	0.8811
No log	8.0690	234	0.8529	0.6092	0.8529	0.9235
No log	8.1379	236	0.7757	0.6400	0.7757	0.8807
No log	8.2069	238	0.7151	0.6239	0.7151	0.8456
No log	8.2759	240	0.7395	0.5301	0.7395	0.8599
No log	8.3448	242	0.7522	0.5333	0.7522	0.8673
No log	8.4138	244	0.7239	0.5866	0.7239	0.8508
No log	8.4828	246	0.7094	0.6625	0.7094	0.8422
No log	8.5517	248	0.7757	0.6499	0.7757	0.8807
No log	8.6207	250	0.8802	0.5899	0.8802	0.9382
No log	8.6897	252	0.8558	0.6200	0.8558	0.9251
No log	8.7586	254	0.7504	0.6066	0.7504	0.8662
No log	8.8276	256	0.7080	0.5483	0.7080	0.8414
No log	8.8966	258	0.8428	0.5549	0.8428	0.9181
No log	8.9655	260	0.8959	0.4563	0.8959	0.9465
No log	9.0345	262	0.8483	0.5145	0.8483	0.9210
No log	9.1034	264	0.7494	0.5561	0.7494	0.8657
No log	9.1724	266	0.7344	0.5505	0.7344	0.8570
No log	9.2414	268	0.7188	0.5705	0.7188	0.8478
No log	9.3103	270	0.7212	0.6107	0.7212	0.8492
No log	9.3793	272	0.7458	0.5992	0.7458	0.8636
No log	9.4483	274	0.7366	0.6278	0.7366	0.8583
No log	9.5172	276	0.7339	0.5633	0.7339	0.8567
No log	9.5862	278	0.7509	0.5245	0.7509	0.8665
No log	9.6552	280	0.7455	0.5420	0.7455	0.8634
No log	9.7241	282	0.7419	0.5420	0.7419	0.8613
No log	9.7931	284	0.7337	0.6415	0.7337	0.8566
No log	9.8621	286	0.7402	0.6395	0.7402	0.8604
No log	9.9310	288	0.7704	0.6175	0.7704	0.8777
No log	10.0	290	0.8105	0.6315	0.8105	0.9003
No log	10.0690	292	0.8148	0.6154	0.8148	0.9027
No log	10.1379	294	0.7538	0.6244	0.7538	0.8682
No log	10.2069	296	0.7352	0.5930	0.7352	0.8574
No log	10.2759	298	0.7286	0.5744	0.7286	0.8536
No log	10.3448	300	0.7381	0.5622	0.7381	0.8591
No log	10.4138	302	0.7885	0.5847	0.7885	0.8880
No log	10.4828	304	0.8325	0.5685	0.8325	0.9124
No log	10.5517	306	0.8751	0.5748	0.8751	0.9355
No log	10.6207	308	0.8765	0.5748	0.8765	0.9362
No log	10.6897	310	0.7974	0.6435	0.7974	0.8930
No log	10.7586	312	0.7459	0.5993	0.7459	0.8636
No log	10.8276	314	0.7526	0.5631	0.7526	0.8676
No log	10.8966	316	0.7533	0.5434	0.7533	0.8679
No log	10.9655	318	0.7508	0.5774	0.7508	0.8665
No log	11.0345	320	0.7991	0.4998	0.7991	0.8939
No log	11.1034	322	0.8500	0.5515	0.8500	0.9220
No log	11.1724	324	0.8932	0.5592	0.8932	0.9451
No log	11.2414	326	0.8462	0.5571	0.8462	0.9199
No log	11.3103	328	0.7751	0.6657	0.7751	0.8804
No log	11.3793	330	0.7703	0.6369	0.7703	0.8777
No log	11.4483	332	0.7693	0.6369	0.7693	0.8771
No log	11.5172	334	0.7576	0.5521	0.7576	0.8704
No log	11.5862	336	0.7904	0.5359	0.7904	0.8890
No log	11.6552	338	0.8023	0.4969	0.8023	0.8957
No log	11.7241	340	0.7846	0.4969	0.7846	0.8858
No log	11.7931	342	0.7395	0.5744	0.7395	0.8599
No log	11.8621	344	0.7217	0.6021	0.7217	0.8495
No log	11.9310	346	0.7100	0.6131	0.7100	0.8426
No log	12.0	348	0.6919	0.6011	0.6919	0.8318
No log	12.0690	350	0.6909	0.5676	0.6909	0.8312
No log	12.1379	352	0.6980	0.5649	0.6980	0.8355
No log	12.2069	354	0.7037	0.5648	0.7037	0.8389
No log	12.2759	356	0.7214	0.4948	0.7214	0.8494
No log	12.3448	358	0.7644	0.5013	0.7644	0.8743
No log	12.4138	360	0.8011	0.5175	0.8011	0.8950
No log	12.4828	362	0.8528	0.5405	0.8528	0.9235
No log	12.5517	364	0.8571	0.4663	0.8571	0.9258
No log	12.6207	366	0.8092	0.4820	0.8092	0.8996
No log	12.6897	368	0.7878	0.4963	0.7878	0.8876
No log	12.7586	370	0.7771	0.5136	0.7771	0.8815
No log	12.8276	372	0.7749	0.5473	0.7749	0.8803
No log	12.8966	374	0.7848	0.5876	0.7848	0.8859
No log	12.9655	376	0.8350	0.5797	0.8350	0.9138
No log	13.0345	378	0.8568	0.5797	0.8568	0.9256
No log	13.1034	380	0.7892	0.6038	0.7892	0.8884
No log	13.1724	382	0.7562	0.6013	0.7562	0.8696
No log	13.2414	384	0.7396	0.5815	0.7396	0.8600
No log	13.3103	386	0.7324	0.5815	0.7324	0.8558
No log	13.3793	388	0.7193	0.5450	0.7193	0.8481
No log	13.4483	390	0.7178	0.5570	0.7178	0.8472
No log	13.5172	392	0.7260	0.6154	0.7260	0.8521
No log	13.5862	394	0.7104	0.6263	0.7104	0.8428
No log	13.6552	396	0.7038	0.6263	0.7038	0.8390
No log	13.7241	398	0.6762	0.6567	0.6762	0.8223
No log	13.7931	400	0.6709	0.6212	0.6709	0.8191
No log	13.8621	402	0.6730	0.6220	0.6730	0.8203
No log	13.9310	404	0.6571	0.6682	0.6571	0.8106
No log	14.0	406	0.6548	0.7004	0.6548	0.8092
No log	14.0690	408	0.6445	0.6963	0.6445	0.8028
No log	14.1379	410	0.6535	0.6016	0.6535	0.8084
No log	14.2069	412	0.6702	0.6129	0.6702	0.8187
No log	14.2759	414	0.6819	0.6316	0.6819	0.8258
No log	14.3448	416	0.6742	0.6850	0.6742	0.8211
No log	14.4138	418	0.7031	0.6652	0.7031	0.8385
No log	14.4828	420	0.8189	0.6259	0.8189	0.9049
No log	14.5517	422	0.8710	0.6303	0.8710	0.9333
No log	14.6207	424	0.8088	0.6167	0.8088	0.8993
No log	14.6897	426	0.7069	0.6793	0.7069	0.8408
No log	14.7586	428	0.6750	0.6894	0.6750	0.8216
No log	14.8276	430	0.6986	0.6266	0.6986	0.8358
No log	14.8966	432	0.7090	0.5743	0.7090	0.8420
No log	14.9655	434	0.6881	0.6654	0.6881	0.8295
No log	15.0345	436	0.6834	0.6468	0.6834	0.8267
No log	15.1034	438	0.6910	0.6712	0.6910	0.8312
No log	15.1724	440	0.7237	0.6679	0.7237	0.8507
No log	15.2414	442	0.7332	0.6580	0.7332	0.8563
No log	15.3103	444	0.7368	0.6601	0.7368	0.8584
No log	15.3793	446	0.7136	0.6171	0.7136	0.8447
No log	15.4483	448	0.6934	0.6631	0.6934	0.8327
No log	15.5172	450	0.6874	0.6824	0.6874	0.8291
No log	15.5862	452	0.6965	0.6317	0.6965	0.8346
No log	15.6552	454	0.7033	0.7089	0.7033	0.8387
No log	15.7241	456	0.7267	0.6481	0.7267	0.8525
No log	15.7931	458	0.7437	0.6580	0.7437	0.8624
No log	15.8621	460	0.7309	0.5869	0.7309	0.8549
No log	15.9310	462	0.7151	0.6041	0.7151	0.8457
No log	16.0	464	0.6873	0.6237	0.6873	0.8291
No log	16.0690	466	0.6789	0.6272	0.6789	0.8240
No log	16.1379	468	0.6819	0.6934	0.6819	0.8257
No log	16.2069	470	0.6845	0.6809	0.6845	0.8274
No log	16.2759	472	0.6902	0.6809	0.6902	0.8308
No log	16.3448	474	0.6913	0.6578	0.6913	0.8314
No log	16.4138	476	0.6879	0.6578	0.6879	0.8294
No log	16.4828	478	0.6870	0.6578	0.6870	0.8288
No log	16.5517	480	0.6874	0.6436	0.6874	0.8291
No log	16.6207	482	0.6929	0.5781	0.6929	0.8324
No log	16.6897	484	0.6981	0.5403	0.6981	0.8355
No log	16.7586	486	0.6951	0.5403	0.6951	0.8337
No log	16.8276	488	0.6860	0.5921	0.6860	0.8282
No log	16.8966	490	0.6896	0.6404	0.6896	0.8304
No log	16.9655	492	0.7358	0.6315	0.7358	0.8578
No log	17.0345	494	0.7414	0.6464	0.7414	0.8610
No log	17.1034	496	0.6874	0.6441	0.6874	0.8291
No log	17.1724	498	0.6582	0.6528	0.6582	0.8113
0.2525	17.2414	500	0.6940	0.5684	0.6940	0.8330
0.2525	17.3103	502	0.7289	0.5737	0.7289	0.8537
0.2525	17.3793	504	0.6983	0.6105	0.6983	0.8356
0.2525	17.4483	506	0.6568	0.6212	0.6568	0.8104
0.2525	17.5172	508	0.6930	0.6266	0.6930	0.8325
0.2525	17.5862	510	0.7971	0.6194	0.7971	0.8928
0.2525	17.6552	512	0.8424	0.5883	0.8424	0.9178
0.2525	17.7241	514	0.8040	0.5962	0.8040	0.8967
0.2525	17.7931	516	0.7253	0.5352	0.7253	0.8517
0.2525	17.8621	518	0.6738	0.5835	0.6738	0.8208
0.2525	17.9310	520	0.6546	0.6362	0.6546	0.8091
0.2525	18.0	522	0.6491	0.6487	0.6491	0.8057
0.2525	18.0690	524	0.6587	0.6849	0.6587	0.8116
0.2525	18.1379	526	0.6859	0.6771	0.6859	0.8282
0.2525	18.2069	528	0.7243	0.6607	0.7243	0.8510
0.2525	18.2759	530	0.7094	0.6464	0.7094	0.8422
0.2525	18.3448	532	0.6948	0.6350	0.6948	0.8335
0.2525	18.4138	534	0.6912	0.5898	0.6912	0.8314
0.2525	18.4828	536	0.6953	0.5835	0.6953	0.8339
0.2525	18.5517	538	0.7008	0.5431	0.7008	0.8372
0.2525	18.6207	540	0.6999	0.5805	0.6999	0.8366
0.2525	18.6897	542	0.7019	0.6110	0.7019	0.8378
0.2525	18.7586	544	0.6946	0.6215	0.6946	0.8335
0.2525	18.8276	546	0.6709	0.6283	0.6709	0.8191
0.2525	18.8966	548	0.6557	0.6528	0.6557	0.8097
0.2525	18.9655	550	0.6592	0.6528	0.6592	0.8119
0.2525	19.0345	552	0.6643	0.6189	0.6643	0.8150
0.2525	19.1034	554	0.6693	0.6176	0.6693	0.8181
0.2525	19.1724	556	0.6684	0.6324	0.6684	0.8175
0.2525	19.2414	558	0.6892	0.6391	0.6892	0.8302
0.2525	19.3103	560	0.7126	0.6299	0.7126	0.8441
0.2525	19.3793	562	0.6958	0.6132	0.6958	0.8342
0.2525	19.4483	564	0.6891	0.6244	0.6891	0.8301
0.2525	19.5172	566	0.6755	0.6074	0.6755	0.8219
0.2525	19.5862	568	0.6952	0.6335	0.6952	0.8338
0.2525	19.6552	570	0.7054	0.5898	0.7054	0.8399
0.2525	19.7241	572	0.7122	0.5756	0.7122	0.8439
0.2525	19.7931	574	0.7098	0.5012	0.7098	0.8425
0.2525	19.8621	576	0.7195	0.4563	0.7195	0.8482
0.2525	19.9310	578	0.7092	0.4826	0.7092	0.8422
0.2525	20.0	580	0.6928	0.5676	0.6928	0.8323
0.2525	20.0690	582	0.6940	0.6108	0.6940	0.8331
0.2525	20.1379	584	0.6875	0.6641	0.6875	0.8292
0.2525	20.2069	586	0.6934	0.6641	0.6934	0.8327
0.2525	20.2759	588	0.7054	0.6163	0.7054	0.8399
0.2525	20.3448	590	0.7008	0.5797	0.7008	0.8371
0.2525	20.4138	592	0.6981	0.6641	0.6981	0.8355
0.2525	20.4828	594	0.6979	0.6611	0.6979	0.8354
0.2525	20.5517	596	0.6980	0.6557	0.6980	0.8355
0.2525	20.6207	598	0.7096	0.6795	0.7096	0.8423
0.2525	20.6897	600	0.7798	0.6483	0.7798	0.8831
0.2525	20.7586	602	0.8087	0.6425	0.8087	0.8993
0.2525	20.8276	604	0.7694	0.6457	0.7694	0.8771
0.2525	20.8966	606	0.7093	0.6353	0.7093	0.8422
0.2525	20.9655	608	0.6742	0.5801	0.6742	0.8211
0.2525	21.0345	610	0.6844	0.6190	0.6844	0.8273
0.2525	21.1034	612	0.6840	0.6154	0.6840	0.8270
0.2525	21.1724	614	0.6685	0.5746	0.6685	0.8176
0.2525	21.2414	616	0.6808	0.6338	0.6808	0.8251
0.2525	21.3103	618	0.6905	0.6338	0.6905	0.8309
0.2525	21.3793	620	0.6882	0.6809	0.6882	0.8296
0.2525	21.4483	622	0.6938	0.6809	0.6938	0.8330
0.2525	21.5172	624	0.7107	0.6239	0.7107	0.8431
0.2525	21.5862	626	0.7139	0.6252	0.7139	0.8449
0.2525	21.6552	628	0.7173	0.6239	0.7173	0.8469
0.2525	21.7241	630	0.7035	0.6534	0.7035	0.8388
0.2525	21.7931	632	0.7092	0.6611	0.7092	0.8422
0.2525	21.8621	634	0.7206	0.6573	0.7206	0.8489
0.2525	21.9310	636	0.7262	0.6573	0.7262	0.8522
0.2525	22.0	638	0.7256	0.6341	0.7256	0.8518
0.2525	22.0690	640	0.7145	0.5886	0.7145	0.8453
0.2525	22.1379	642	0.7298	0.5648	0.7298	0.8543
0.2525	22.2069	644	0.7534	0.5473	0.7534	0.8680
0.2525	22.2759	646	0.7642	0.5451	0.7642	0.8742
0.2525	22.3448	648	0.7507	0.5819	0.7507	0.8664
0.2525	22.4138	650	0.7374	0.5819	0.7374	0.8587
0.2525	22.4828	652	0.7355	0.6142	0.7355	0.8576
0.2525	22.5517	654	0.7177	0.5451	0.7177	0.8471
0.2525	22.6207	656	0.7046	0.5921	0.7046	0.8394
0.2525	22.6897	658	0.7132	0.5562	0.7132	0.8445
0.2525	22.7586	660	0.7659	0.5983	0.7659	0.8751
0.2525	22.8276	662	0.8272	0.6142	0.8272	0.9095
0.2525	22.8966	664	0.8678	0.6061	0.8678	0.9316
0.2525	22.9655	666	0.8336	0.6061	0.8336	0.9130
0.2525	23.0345	668	0.7549	0.5876	0.7549	0.8688
0.2525	23.1034	670	0.6739	0.6089	0.6739	0.8209
0.2525	23.1724	672	0.6379	0.6550	0.6379	0.7987
0.2525	23.2414	674	0.6604	0.6272	0.6604	0.8126
0.2525	23.3103	676	0.6891	0.5997	0.6891	0.8301
0.2525	23.3793	678	0.6736	0.6272	0.6736	0.8207
0.2525	23.4483	680	0.6531	0.6154	0.6531	0.8082
0.2525	23.5172	682	0.6576	0.6906	0.6576	0.8109
0.2525	23.5862	684	0.6791	0.5716	0.6791	0.8241
0.2525	23.6552	686	0.6949	0.5552	0.6949	0.8336
0.2525	23.7241	688	0.7094	0.5125	0.7094	0.8422
0.2525	23.7931	690	0.7309	0.5526	0.7309	0.8549
0.2525	23.8621	692	0.7574	0.5498	0.7574	0.8703
0.2525	23.9310	694	0.7827	0.5331	0.7827	0.8847

Framework versions

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