ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_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: 0.5692
• Qwk: 0.5440
• Mse: 0.5692
• Rmse: 0.7544

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	0.0206	2	4.3991	-0.0197	4.3991	2.0974
No log	0.0412	4	2.3056	0.0333	2.3056	1.5184
No log	0.0619	6	1.5746	-0.0410	1.5746	1.2548
No log	0.0825	8	1.5167	-0.0048	1.5167	1.2315
No log	0.1031	10	1.0550	-0.0312	1.0550	1.0271
No log	0.1237	12	0.8576	0.1167	0.8576	0.9261
No log	0.1443	14	0.9236	0.0514	0.9236	0.9611
No log	0.1649	16	0.8340	0.1706	0.8340	0.9132
No log	0.1856	18	0.8755	0.2184	0.8755	0.9357
No log	0.2062	20	0.8425	0.1942	0.8425	0.9179
No log	0.2268	22	0.8742	0.1680	0.8742	0.9350
No log	0.2474	24	1.0888	0.0943	1.0888	1.0435
No log	0.2680	26	1.4786	0.0784	1.4786	1.2160
No log	0.2887	28	1.5297	0.1090	1.5297	1.2368
No log	0.3093	30	1.2670	0.1063	1.2670	1.1256
No log	0.3299	32	1.4468	0.1407	1.4468	1.2028
No log	0.3505	34	1.5669	0.1672	1.5669	1.2518
No log	0.3711	36	1.5282	0.1617	1.5282	1.2362
No log	0.3918	38	1.1184	0.1939	1.1184	1.0576
No log	0.4124	40	0.7480	0.2695	0.7480	0.8648
No log	0.4330	42	0.6911	0.2887	0.6911	0.8313
No log	0.4536	44	0.6972	0.3262	0.6972	0.8350
No log	0.4742	46	0.8048	0.3507	0.8048	0.8971
No log	0.4948	48	0.9682	0.1509	0.9682	0.9840
No log	0.5155	50	1.1427	0.0729	1.1427	1.0690
No log	0.5361	52	1.2072	0.0469	1.2072	1.0987
No log	0.5567	54	1.1329	0.0886	1.1329	1.0644
No log	0.5773	56	0.9888	0.1172	0.9888	0.9944
No log	0.5979	58	0.8978	0.2168	0.8978	0.9475
No log	0.6186	60	0.9628	0.1960	0.9628	0.9812
No log	0.6392	62	0.9865	0.2121	0.9865	0.9932
No log	0.6598	64	0.7826	0.2687	0.7826	0.8847
No log	0.6804	66	0.6445	0.4287	0.6445	0.8028
No log	0.7010	68	0.6670	0.4282	0.6670	0.8167
No log	0.7216	70	0.7607	0.3753	0.7607	0.8722
No log	0.7423	72	0.8310	0.2911	0.8310	0.9116
No log	0.7629	74	1.0216	0.1676	1.0216	1.0108
No log	0.7835	76	1.1284	0.1325	1.1284	1.0622
No log	0.8041	78	1.0100	0.1724	1.0100	1.0050
No log	0.8247	80	0.8658	0.2343	0.8658	0.9305
No log	0.8454	82	0.8154	0.3303	0.8154	0.9030
No log	0.8660	84	0.7298	0.3387	0.7298	0.8543
No log	0.8866	86	0.8918	0.2860	0.8918	0.9444
No log	0.9072	88	1.2732	0.2013	1.2732	1.1284
No log	0.9278	90	1.1186	0.2530	1.1186	1.0576
No log	0.9485	92	0.6649	0.3671	0.6649	0.8154
No log	0.9691	94	0.5607	0.4462	0.5607	0.7488
No log	0.9897	96	0.5767	0.4267	0.5767	0.7594
No log	1.0103	98	0.6600	0.4120	0.6600	0.8124
No log	1.0309	100	0.8148	0.3883	0.8148	0.9027
No log	1.0515	102	1.1781	0.3179	1.1781	1.0854
No log	1.0722	104	1.2083	0.2960	1.2083	1.0992
No log	1.0928	106	0.8020	0.4856	0.8020	0.8955
No log	1.1134	108	0.5632	0.4958	0.5632	0.7505
No log	1.1340	110	0.6321	0.4928	0.6321	0.7951
No log	1.1546	112	0.5556	0.5039	0.5556	0.7454
No log	1.1753	114	0.6038	0.4931	0.6038	0.7771
No log	1.1959	116	0.9140	0.4804	0.9140	0.9560
No log	1.2165	118	1.0248	0.4254	1.0248	1.0123
No log	1.2371	120	0.8703	0.5029	0.8703	0.9329
No log	1.2577	122	0.6223	0.5470	0.6223	0.7888
No log	1.2784	124	0.6221	0.4722	0.6221	0.7887
No log	1.2990	126	0.8052	0.4096	0.8052	0.8973
No log	1.3196	128	0.7503	0.3932	0.7503	0.8662
No log	1.3402	130	0.6085	0.5049	0.6085	0.7800
No log	1.3608	132	0.6172	0.4544	0.6172	0.7856
No log	1.3814	134	0.8797	0.4283	0.8797	0.9379
No log	1.4021	136	1.0756	0.3233	1.0756	1.0371
No log	1.4227	138	1.0269	0.3117	1.0269	1.0133
No log	1.4433	140	0.8286	0.4249	0.8286	0.9103
No log	1.4639	142	0.6879	0.4047	0.6879	0.8294
No log	1.4845	144	0.6282	0.4530	0.6282	0.7926
No log	1.5052	146	0.6363	0.4335	0.6363	0.7977
No log	1.5258	148	0.6505	0.4349	0.6505	0.8066
No log	1.5464	150	0.7083	0.4651	0.7083	0.8416
No log	1.5670	152	0.9108	0.3569	0.9108	0.9544
No log	1.5876	154	1.0990	0.2985	1.0990	1.0483
No log	1.6082	156	1.0700	0.3015	1.0700	1.0344
No log	1.6289	158	1.0390	0.3267	1.0390	1.0193
No log	1.6495	160	0.8568	0.3676	0.8568	0.9256
No log	1.6701	162	0.7129	0.4021	0.7129	0.8443
No log	1.6907	164	0.6376	0.3330	0.6376	0.7985
No log	1.7113	166	0.6227	0.4003	0.6227	0.7891
No log	1.7320	168	0.6084	0.3784	0.6084	0.7800
No log	1.7526	170	0.7001	0.4577	0.7001	0.8367
No log	1.7732	172	1.0131	0.3372	1.0131	1.0065
No log	1.7938	174	1.1006	0.3457	1.1006	1.0491
No log	1.8144	176	0.9085	0.3650	0.9085	0.9532
No log	1.8351	178	0.7671	0.4488	0.7671	0.8758
No log	1.8557	180	0.7634	0.4481	0.7634	0.8737
No log	1.8763	182	0.9784	0.3737	0.9784	0.9891
No log	1.8969	184	1.1178	0.3448	1.1178	1.0573
No log	1.9175	186	0.9156	0.4236	0.9156	0.9569
No log	1.9381	188	0.7286	0.4851	0.7286	0.8536
No log	1.9588	190	0.6987	0.4931	0.6987	0.8359
No log	1.9794	192	0.6795	0.4719	0.6795	0.8243
No log	2.0	194	0.6726	0.4784	0.6726	0.8201
No log	2.0206	196	0.6192	0.3905	0.6192	0.7869
No log	2.0412	198	0.6122	0.4168	0.6122	0.7824
No log	2.0619	200	0.6163	0.4108	0.6163	0.7850
No log	2.0825	202	0.6501	0.3618	0.6501	0.8063
No log	2.1031	204	0.7272	0.4358	0.7272	0.8528
No log	2.1237	206	0.8436	0.4469	0.8436	0.9185
No log	2.1443	208	0.7863	0.4521	0.7863	0.8867
No log	2.1649	210	0.7881	0.4521	0.7881	0.8878
No log	2.1856	212	0.8134	0.4336	0.8134	0.9019
No log	2.2062	214	0.7401	0.4503	0.7401	0.8603
No log	2.2268	216	0.7813	0.4080	0.7813	0.8839
No log	2.2474	218	0.9197	0.4241	0.9197	0.9590
No log	2.2680	220	0.9069	0.4012	0.9069	0.9523
No log	2.2887	222	0.7520	0.3960	0.7520	0.8672
No log	2.3093	224	0.6134	0.3982	0.6134	0.7832
No log	2.3299	226	0.5957	0.3651	0.5957	0.7718
No log	2.3505	228	0.5937	0.3616	0.5937	0.7705
No log	2.3711	230	0.6456	0.3836	0.6456	0.8035
No log	2.3918	232	0.7851	0.4036	0.7851	0.8860
No log	2.4124	234	0.9824	0.3758	0.9824	0.9912
No log	2.4330	236	0.9816	0.4021	0.9816	0.9908
No log	2.4536	238	0.8086	0.3951	0.8086	0.8992
No log	2.4742	240	0.6141	0.5395	0.6141	0.7836
No log	2.4948	242	0.6009	0.5501	0.6009	0.7752
No log	2.5155	244	0.6269	0.5341	0.6269	0.7918
No log	2.5361	246	0.6857	0.5386	0.6857	0.8280
No log	2.5567	248	0.8917	0.4287	0.8917	0.9443
No log	2.5773	250	1.0274	0.3908	1.0274	1.0136
No log	2.5979	252	0.9028	0.4454	0.9028	0.9502
No log	2.6186	254	0.7491	0.4097	0.7491	0.8655
No log	2.6392	256	0.6531	0.3951	0.6531	0.8081
No log	2.6598	258	0.6319	0.4216	0.6319	0.7949
No log	2.6804	260	0.6348	0.4216	0.6348	0.7968
No log	2.7010	262	0.7136	0.4043	0.7136	0.8447
No log	2.7216	264	0.8469	0.4160	0.8469	0.9203
No log	2.7423	266	0.8534	0.4331	0.8534	0.9238
No log	2.7629	268	0.8134	0.4446	0.8134	0.9019
No log	2.7835	270	0.7437	0.4765	0.7437	0.8624
No log	2.8041	272	0.6856	0.4697	0.6856	0.8280
No log	2.8247	274	0.6746	0.4946	0.6746	0.8213
No log	2.8454	276	0.6576	0.5062	0.6576	0.8109
No log	2.8660	278	0.6118	0.4482	0.6118	0.7822
No log	2.8866	280	0.6095	0.3673	0.6095	0.7807
No log	2.9072	282	0.6158	0.3885	0.6158	0.7848
No log	2.9278	284	0.6024	0.4046	0.6024	0.7761
No log	2.9485	286	0.6039	0.4308	0.6039	0.7771
No log	2.9691	288	0.6284	0.4997	0.6284	0.7927
No log	2.9897	290	0.6975	0.4792	0.6975	0.8352
No log	3.0103	292	0.7000	0.4589	0.7000	0.8367
No log	3.0309	294	0.6849	0.4561	0.6849	0.8276
No log	3.0515	296	0.6309	0.4528	0.6309	0.7943
No log	3.0722	298	0.6153	0.4401	0.6153	0.7844
No log	3.0928	300	0.6084	0.5005	0.6084	0.7800
No log	3.1134	302	0.6205	0.4799	0.6205	0.7877
No log	3.1340	304	0.6598	0.4957	0.6598	0.8123
No log	3.1546	306	0.7174	0.4158	0.7174	0.8470
No log	3.1753	308	0.7467	0.4351	0.7467	0.8641
No log	3.1959	310	0.7538	0.4216	0.7538	0.8682
No log	3.2165	312	0.7020	0.4560	0.7020	0.8379
No log	3.2371	314	0.6397	0.4398	0.6397	0.7998
No log	3.2577	316	0.6033	0.4849	0.6033	0.7767
No log	3.2784	318	0.5915	0.4738	0.5915	0.7691
No log	3.2990	320	0.5844	0.4107	0.5844	0.7645
No log	3.3196	322	0.6208	0.5407	0.6208	0.7879
No log	3.3402	324	0.7690	0.4434	0.7690	0.8769
No log	3.3608	326	0.8664	0.4330	0.8664	0.9308
No log	3.3814	328	0.8256	0.4452	0.8256	0.9086
No log	3.4021	330	0.7062	0.4536	0.7062	0.8403
No log	3.4227	332	0.6238	0.4302	0.6238	0.7898
No log	3.4433	334	0.6273	0.4433	0.6273	0.7920
No log	3.4639	336	0.6473	0.4370	0.6473	0.8045
No log	3.4845	338	0.6695	0.4444	0.6695	0.8182
No log	3.5052	340	0.6808	0.4317	0.6808	0.8251
No log	3.5258	342	0.7252	0.4228	0.7252	0.8516
No log	3.5464	344	0.7568	0.4199	0.7568	0.8699
No log	3.5670	346	0.7552	0.4896	0.7552	0.8690
No log	3.5876	348	0.6799	0.4603	0.6799	0.8245
No log	3.6082	350	0.5896	0.4683	0.5896	0.7678
No log	3.6289	352	0.5770	0.4700	0.5770	0.7596
No log	3.6495	354	0.5934	0.4337	0.5934	0.7703
No log	3.6701	356	0.5784	0.4377	0.5784	0.7605
No log	3.6907	358	0.5613	0.4960	0.5613	0.7492
No log	3.7113	360	0.6061	0.5452	0.6061	0.7785
No log	3.7320	362	0.6561	0.4920	0.6561	0.8100
No log	3.7526	364	0.6814	0.4617	0.6814	0.8255
No log	3.7732	366	0.6599	0.4762	0.6599	0.8124
No log	3.7938	368	0.6139	0.5046	0.6139	0.7835
No log	3.8144	370	0.6081	0.4990	0.6081	0.7798
No log	3.8351	372	0.6118	0.5061	0.6118	0.7822
No log	3.8557	374	0.6436	0.4970	0.6436	0.8023
No log	3.8763	376	0.6731	0.4459	0.6731	0.8204
No log	3.8969	378	0.6926	0.4258	0.6926	0.8322
No log	3.9175	380	0.6912	0.4348	0.6912	0.8314
No log	3.9381	382	0.6597	0.4406	0.6597	0.8122
No log	3.9588	384	0.6799	0.4747	0.6799	0.8246
No log	3.9794	386	0.6676	0.5255	0.6676	0.8171
No log	4.0	388	0.6280	0.5077	0.6280	0.7925
No log	4.0206	390	0.6276	0.4876	0.6276	0.7922
No log	4.0412	392	0.6383	0.4876	0.6383	0.7989
No log	4.0619	394	0.6517	0.5143	0.6517	0.8073
No log	4.0825	396	0.6560	0.5186	0.6560	0.8099
No log	4.1031	398	0.6566	0.5329	0.6566	0.8103
No log	4.1237	400	0.6538	0.5248	0.6538	0.8086
No log	4.1443	402	0.6600	0.5295	0.6600	0.8124
No log	4.1649	404	0.6799	0.5062	0.6799	0.8246
No log	4.1856	406	0.6850	0.4949	0.6850	0.8276
No log	4.2062	408	0.7488	0.4840	0.7488	0.8653
No log	4.2268	410	0.8653	0.3870	0.8653	0.9302
No log	4.2474	412	0.8988	0.3422	0.8988	0.9480
No log	4.2680	414	0.8761	0.3962	0.8761	0.9360
No log	4.2887	416	0.8219	0.4268	0.8219	0.9066
No log	4.3093	418	0.7253	0.4745	0.7253	0.8517
No log	4.3299	420	0.6854	0.4881	0.6854	0.8279
No log	4.3505	422	0.7073	0.4580	0.7073	0.8410
No log	4.3711	424	0.7284	0.4764	0.7284	0.8534
No log	4.3918	426	0.7676	0.4417	0.7676	0.8762
No log	4.4124	428	0.7462	0.4440	0.7462	0.8638
No log	4.4330	430	0.6415	0.5030	0.6415	0.8009
No log	4.4536	432	0.6155	0.5011	0.6155	0.7846
No log	4.4742	434	0.6590	0.5059	0.6590	0.8118
No log	4.4948	436	0.6741	0.4626	0.6741	0.8210
No log	4.5155	438	0.6252	0.5045	0.6252	0.7907
No log	4.5361	440	0.6339	0.4694	0.6339	0.7962
No log	4.5567	442	0.6677	0.4649	0.6677	0.8171
No log	4.5773	444	0.7637	0.4654	0.7637	0.8739
No log	4.5979	446	0.8045	0.4722	0.8045	0.8969
No log	4.6186	448	0.7852	0.4536	0.7852	0.8861
No log	4.6392	450	0.7007	0.4572	0.7007	0.8371
No log	4.6598	452	0.6208	0.4930	0.6208	0.7879
No log	4.6804	454	0.5961	0.5415	0.5961	0.7721
No log	4.7010	456	0.5921	0.5517	0.5921	0.7695
No log	4.7216	458	0.5836	0.5027	0.5836	0.7639
No log	4.7423	460	0.5911	0.4401	0.5911	0.7689
No log	4.7629	462	0.6599	0.4465	0.6599	0.8123
No log	4.7835	464	0.7195	0.4416	0.7195	0.8482
No log	4.8041	466	0.7940	0.4128	0.7940	0.8911
No log	4.8247	468	0.7699	0.4029	0.7699	0.8774
No log	4.8454	470	0.7256	0.4515	0.7256	0.8518
No log	4.8660	472	0.6328	0.4458	0.6328	0.7955
No log	4.8866	474	0.5637	0.5222	0.5637	0.7508
No log	4.9072	476	0.5568	0.5087	0.5568	0.7462
No log	4.9278	478	0.5607	0.4870	0.5607	0.7488
No log	4.9485	480	0.5980	0.4818	0.5980	0.7733
No log	4.9691	482	0.7108	0.4488	0.7108	0.8431
No log	4.9897	484	0.7388	0.4452	0.7388	0.8596
No log	5.0103	486	0.6903	0.4598	0.6903	0.8308
No log	5.0309	488	0.6138	0.4565	0.6138	0.7834
No log	5.0515	490	0.6234	0.5622	0.6234	0.7896
No log	5.0722	492	0.6435	0.5427	0.6435	0.8022
No log	5.0928	494	0.6397	0.5689	0.6397	0.7998
No log	5.1134	496	0.6506	0.5134	0.6506	0.8066
No log	5.1340	498	0.7386	0.4655	0.7386	0.8594
0.3852	5.1546	500	0.7805	0.4368	0.7805	0.8835
0.3852	5.1753	502	0.7213	0.4628	0.7213	0.8493
0.3852	5.1959	504	0.6575	0.4641	0.6575	0.8109
0.3852	5.2165	506	0.6373	0.4850	0.6373	0.7983
0.3852	5.2371	508	0.6445	0.5069	0.6445	0.8028
0.3852	5.2577	510	0.6656	0.4755	0.6656	0.8158
0.3852	5.2784	512	0.6952	0.4702	0.6952	0.8338
0.3852	5.2990	514	0.7247	0.4716	0.7247	0.8513
0.3852	5.3196	516	0.7747	0.4417	0.7747	0.8802
0.3852	5.3402	518	0.7281	0.4725	0.7281	0.8533
0.3852	5.3608	520	0.6151	0.5358	0.6151	0.7843
0.3852	5.3814	522	0.5686	0.5110	0.5686	0.7541
0.3852	5.4021	524	0.5493	0.5377	0.5493	0.7412
0.3852	5.4227	526	0.5518	0.5465	0.5518	0.7429
0.3852	5.4433	528	0.5834	0.5542	0.5834	0.7638
0.3852	5.4639	530	0.6462	0.5262	0.6462	0.8039
0.3852	5.4845	532	0.7264	0.4555	0.7264	0.8523
0.3852	5.5052	534	0.7088	0.4563	0.7088	0.8419
0.3852	5.5258	536	0.6133	0.5299	0.6133	0.7831
0.3852	5.5464	538	0.5782	0.5549	0.5782	0.7604
0.3852	5.5670	540	0.6075	0.5684	0.6075	0.7794
0.3852	5.5876	542	0.6103	0.5684	0.6103	0.7812
0.3852	5.6082	544	0.5891	0.5501	0.5891	0.7675
0.3852	5.6289	546	0.5916	0.5203	0.5916	0.7691
0.3852	5.6495	548	0.6015	0.4941	0.6015	0.7756
0.3852	5.6701	550	0.5952	0.4955	0.5952	0.7715
0.3852	5.6907	552	0.5919	0.4910	0.5919	0.7694
0.3852	5.7113	554	0.5954	0.4760	0.5954	0.7716
0.3852	5.7320	556	0.5986	0.4926	0.5986	0.7737
0.3852	5.7526	558	0.6289	0.4557	0.6289	0.7930
0.3852	5.7732	560	0.6789	0.5378	0.6789	0.8240
0.3852	5.7938	562	0.7350	0.4610	0.7350	0.8573
0.3852	5.8144	564	0.7115	0.4764	0.7115	0.8435
0.3852	5.8351	566	0.6844	0.4929	0.6844	0.8273
0.3852	5.8557	568	0.6911	0.4711	0.6911	0.8313
0.3852	5.8763	570	0.6432	0.4824	0.6432	0.8020
0.3852	5.8969	572	0.6038	0.4774	0.6038	0.7771
0.3852	5.9175	574	0.5802	0.4618	0.5802	0.7617
0.3852	5.9381	576	0.5859	0.4767	0.5859	0.7655
0.3852	5.9588	578	0.6229	0.5211	0.6229	0.7892
0.3852	5.9794	580	0.6946	0.4647	0.6946	0.8334
0.3852	6.0	582	0.7271	0.4556	0.7271	0.8527
0.3852	6.0206	584	0.7039	0.4610	0.7039	0.8390
0.3852	6.0412	586	0.6610	0.4880	0.6610	0.8130
0.3852	6.0619	588	0.6562	0.4525	0.6562	0.8100
0.3852	6.0825	590	0.6593	0.5048	0.6593	0.8120
0.3852	6.1031	592	0.6332	0.4957	0.6332	0.7957
0.3852	6.1237	594	0.6223	0.5339	0.6223	0.7889
0.3852	6.1443	596	0.6087	0.5357	0.6087	0.7802
0.3852	6.1649	598	0.6281	0.5414	0.6281	0.7925
0.3852	6.1856	600	0.6515	0.5297	0.6515	0.8072
0.3852	6.2062	602	0.6737	0.5009	0.6737	0.8208
0.3852	6.2268	604	0.7046	0.4810	0.7046	0.8394
0.3852	6.2474	606	0.7295	0.4758	0.7295	0.8541
0.3852	6.2680	608	0.7242	0.4758	0.7242	0.8510
0.3852	6.2887	610	0.6592	0.5600	0.6592	0.8119
0.3852	6.3093	612	0.6338	0.5767	0.6338	0.7961
0.3852	6.3299	614	0.6263	0.5408	0.6263	0.7914
0.3852	6.3505	616	0.6176	0.5510	0.6176	0.7859
0.3852	6.3711	618	0.5873	0.5330	0.5873	0.7663
0.3852	6.3918	620	0.5699	0.4821	0.5699	0.7549
0.3852	6.4124	622	0.5755	0.4725	0.5755	0.7586
0.3852	6.4330	624	0.5855	0.4554	0.5855	0.7652
0.3852	6.4536	626	0.6115	0.4872	0.6115	0.7820
0.3852	6.4742	628	0.6502	0.5010	0.6502	0.8063
0.3852	6.4948	630	0.7307	0.4865	0.7307	0.8548
0.3852	6.5155	632	0.8335	0.4605	0.8335	0.9130
0.3852	6.5361	634	0.8884	0.4490	0.8884	0.9425
0.3852	6.5567	636	0.8456	0.4443	0.8456	0.9196
0.3852	6.5773	638	0.7409	0.5389	0.7409	0.8608
0.3852	6.5979	640	0.6745	0.5364	0.6745	0.8213
0.3852	6.6186	642	0.6812	0.5164	0.6812	0.8253
0.3852	6.6392	644	0.6569	0.5182	0.6569	0.8105
0.3852	6.6598	646	0.6114	0.5458	0.6114	0.7819
0.3852	6.6804	648	0.5950	0.5018	0.5950	0.7714
0.3852	6.7010	650	0.6200	0.5467	0.6200	0.7874
0.3852	6.7216	652	0.7092	0.4850	0.7092	0.8421
0.3852	6.7423	654	0.7487	0.4850	0.7487	0.8653
0.3852	6.7629	656	0.7211	0.4752	0.7211	0.8492
0.3852	6.7835	658	0.6474	0.5298	0.6474	0.8046
0.3852	6.8041	660	0.6149	0.5497	0.6149	0.7842
0.3852	6.8247	662	0.6665	0.5036	0.6665	0.8164
0.3852	6.8454	664	0.7013	0.4651	0.7013	0.8374
0.3852	6.8660	666	0.6865	0.4545	0.6865	0.8285
0.3852	6.8866	668	0.6484	0.5505	0.6484	0.8052
0.3852	6.9072	670	0.6452	0.5553	0.6452	0.8033
0.3852	6.9278	672	0.6661	0.5088	0.6661	0.8161
0.3852	6.9485	674	0.6555	0.5179	0.6555	0.8096
0.3852	6.9691	676	0.6175	0.5024	0.6175	0.7858
0.3852	6.9897	678	0.5910	0.4865	0.5910	0.7687
0.3852	7.0103	680	0.5829	0.4832	0.5829	0.7635
0.3852	7.0309	682	0.5848	0.4767	0.5848	0.7647
0.3852	7.0515	684	0.5888	0.5302	0.5888	0.7673
0.3852	7.0722	686	0.5959	0.5166	0.5959	0.7719
0.3852	7.0928	688	0.5998	0.5688	0.5998	0.7745
0.3852	7.1134	690	0.5953	0.4977	0.5953	0.7716
0.3852	7.1340	692	0.5992	0.4725	0.5992	0.7741
0.3852	7.1546	694	0.6063	0.5012	0.6063	0.7786
0.3852	7.1753	696	0.6115	0.4751	0.6115	0.7820
0.3852	7.1959	698	0.6247	0.4600	0.6247	0.7904
0.3852	7.2165	700	0.6327	0.4754	0.6327	0.7954
0.3852	7.2371	702	0.6011	0.4455	0.6011	0.7753
0.3852	7.2577	704	0.5903	0.4571	0.5903	0.7683
0.3852	7.2784	706	0.5991	0.4585	0.5991	0.7740
0.3852	7.2990	708	0.6089	0.4585	0.6089	0.7803
0.3852	7.3196	710	0.6222	0.4394	0.6222	0.7888
0.3852	7.3402	712	0.6385	0.4051	0.6385	0.7991
0.3852	7.3608	714	0.6797	0.4237	0.6797	0.8244
0.3852	7.3814	716	0.6741	0.4409	0.6741	0.8210
0.3852	7.4021	718	0.6700	0.4887	0.6700	0.8186
0.3852	7.4227	720	0.6390	0.4856	0.6390	0.7994
0.3852	7.4433	722	0.5885	0.5011	0.5885	0.7671
0.3852	7.4639	724	0.5745	0.5535	0.5745	0.7579
0.3852	7.4845	726	0.5787	0.5447	0.5787	0.7607
0.3852	7.5052	728	0.5629	0.5339	0.5629	0.7503
0.3852	7.5258	730	0.5607	0.5586	0.5607	0.7488
0.3852	7.5464	732	0.5646	0.5744	0.5646	0.7514
0.3852	7.5670	734	0.5634	0.5459	0.5634	0.7506
0.3852	7.5876	736	0.5611	0.5161	0.5611	0.7491
0.3852	7.6082	738	0.5643	0.5161	0.5643	0.7512
0.3852	7.6289	740	0.5707	0.5161	0.5707	0.7555
0.3852	7.6495	742	0.5753	0.5145	0.5753	0.7585
0.3852	7.6701	744	0.5863	0.5587	0.5863	0.7657
0.3852	7.6907	746	0.5919	0.5672	0.5919	0.7693
0.3852	7.7113	748	0.5940	0.5367	0.5940	0.7707
0.3852	7.7320	750	0.5934	0.5456	0.5934	0.7703
0.3852	7.7526	752	0.5806	0.5421	0.5806	0.7620
0.3852	7.7732	754	0.5787	0.5751	0.5787	0.7607
0.3852	7.7938	756	0.5904	0.5684	0.5904	0.7683
0.3852	7.8144	758	0.5877	0.5685	0.5877	0.7666
0.3852	7.8351	760	0.5820	0.5668	0.5820	0.7629
0.3852	7.8557	762	0.5733	0.5839	0.5733	0.7571
0.3852	7.8763	764	0.5748	0.5493	0.5748	0.7581
0.3852	7.8969	766	0.5730	0.5402	0.5730	0.7570
0.3852	7.9175	768	0.5703	0.5464	0.5703	0.7552
0.3852	7.9381	770	0.5719	0.5421	0.5719	0.7562
0.3852	7.9588	772	0.5726	0.5445	0.5726	0.7567
0.3852	7.9794	774	0.5765	0.6001	0.5765	0.7593
0.3852	8.0	776	0.5986	0.6147	0.5986	0.7737
0.3852	8.0206	778	0.6163	0.5547	0.6163	0.7851
0.3852	8.0412	780	0.6190	0.5305	0.6190	0.7867
0.3852	8.0619	782	0.6133	0.5358	0.6133	0.7831
0.3852	8.0825	784	0.5939	0.5457	0.5939	0.7706
0.3852	8.1031	786	0.5830	0.5427	0.5830	0.7635
0.3852	8.1237	788	0.5833	0.5292	0.5833	0.7638
0.3852	8.1443	790	0.5924	0.5067	0.5924	0.7697
0.3852	8.1649	792	0.5794	0.5116	0.5794	0.7612
0.3852	8.1856	794	0.5649	0.5115	0.5649	0.7516
0.3852	8.2062	796	0.5563	0.5245	0.5563	0.7459
0.3852	8.2268	798	0.5672	0.5545	0.5672	0.7531
0.3852	8.2474	800	0.5829	0.5610	0.5829	0.7635
0.3852	8.2680	802	0.5930	0.5642	0.5930	0.7701
0.3852	8.2887	804	0.6047	0.5566	0.6047	0.7776
0.3852	8.3093	806	0.6146	0.5582	0.6146	0.7839
0.3852	8.3299	808	0.6070	0.5438	0.6070	0.7791
0.3852	8.3505	810	0.5954	0.5605	0.5954	0.7716
0.3852	8.3711	812	0.5739	0.5756	0.5739	0.7576
0.3852	8.3918	814	0.5589	0.5652	0.5589	0.7476
0.3852	8.4124	816	0.5485	0.5565	0.5485	0.7406
0.3852	8.4330	818	0.5478	0.5453	0.5478	0.7401
0.3852	8.4536	820	0.5526	0.5685	0.5526	0.7434
0.3852	8.4742	822	0.5521	0.5687	0.5521	0.7431
0.3852	8.4948	824	0.5608	0.5688	0.5608	0.7489
0.3852	8.5155	826	0.5884	0.5684	0.5884	0.7670
0.3852	8.5361	828	0.6070	0.5661	0.6070	0.7791
0.3852	8.5567	830	0.6021	0.5582	0.6021	0.7759
0.3852	8.5773	832	0.5867	0.5656	0.5867	0.7659
0.3852	8.5979	834	0.5894	0.5437	0.5894	0.7678
0.3852	8.6186	836	0.6213	0.5009	0.6213	0.7882
0.3852	8.6392	838	0.6159	0.4940	0.6159	0.7848
0.3852	8.6598	840	0.5960	0.5087	0.5960	0.7720
0.3852	8.6804	842	0.5786	0.5575	0.5786	0.7606
0.3852	8.7010	844	0.5700	0.5734	0.5700	0.7550
0.3852	8.7216	846	0.5700	0.5665	0.5700	0.7550
0.3852	8.7423	848	0.5622	0.5560	0.5622	0.7498
0.3852	8.7629	850	0.5612	0.5150	0.5612	0.7492
0.3852	8.7835	852	0.5680	0.4997	0.5680	0.7536
0.3852	8.8041	854	0.5836	0.4913	0.5836	0.7639
0.3852	8.8247	856	0.6030	0.5158	0.6030	0.7766
0.3852	8.8454	858	0.5968	0.4900	0.5968	0.7725
0.3852	8.8660	860	0.6052	0.5571	0.6052	0.7779
0.3852	8.8866	862	0.6214	0.5595	0.6214	0.7883
0.3852	8.9072	864	0.6261	0.5818	0.6261	0.7912
0.3852	8.9278	866	0.6230	0.5854	0.6230	0.7893
0.3852	8.9485	868	0.6130	0.5524	0.6130	0.7829
0.3852	8.9691	870	0.6324	0.5392	0.6324	0.7952
0.3852	8.9897	872	0.6342	0.5410	0.6342	0.7964
0.3852	9.0103	874	0.6096	0.5385	0.6096	0.7808
0.3852	9.0309	876	0.5875	0.5409	0.5875	0.7665
0.3852	9.0515	878	0.6180	0.5237	0.6180	0.7862
0.3852	9.0722	880	0.7190	0.4795	0.7190	0.8480
0.3852	9.0928	882	0.8108	0.4297	0.8108	0.9005
0.3852	9.1134	884	0.8312	0.4397	0.8312	0.9117
0.3852	9.1340	886	0.7578	0.4577	0.7578	0.8705
0.3852	9.1546	888	0.6634	0.5220	0.6634	0.8145
0.3852	9.1753	890	0.6025	0.5725	0.6025	0.7762
0.3852	9.1959	892	0.5982	0.5901	0.5982	0.7734
0.3852	9.2165	894	0.6231	0.5283	0.6231	0.7894
0.3852	9.2371	896	0.6346	0.4915	0.6346	0.7966
0.3852	9.2577	898	0.6106	0.5364	0.6106	0.7814
0.3852	9.2784	900	0.5835	0.5751	0.5835	0.7638
0.3852	9.2990	902	0.5782	0.5618	0.5782	0.7604
0.3852	9.3196	904	0.5982	0.5498	0.5982	0.7735
0.3852	9.3402	906	0.6128	0.5710	0.6128	0.7828
0.3852	9.3608	908	0.6065	0.5804	0.6065	0.7788
0.3852	9.3814	910	0.6035	0.5757	0.6035	0.7769
0.3852	9.4021	912	0.6189	0.5512	0.6189	0.7867
0.3852	9.4227	914	0.6358	0.5525	0.6358	0.7974
0.3852	9.4433	916	0.6261	0.5563	0.6261	0.7913
0.3852	9.4639	918	0.6133	0.5579	0.6133	0.7831
0.3852	9.4845	920	0.5897	0.5341	0.5897	0.7679
0.3852	9.5052	922	0.5733	0.5376	0.5733	0.7572
0.3852	9.5258	924	0.5696	0.5106	0.5696	0.7547
0.3852	9.5464	926	0.5688	0.5118	0.5688	0.7542
0.3852	9.5670	928	0.5712	0.5299	0.5712	0.7558
0.3852	9.5876	930	0.5785	0.5532	0.5785	0.7606
0.3852	9.6082	932	0.5792	0.5660	0.5792	0.7610
0.3852	9.6289	934	0.5790	0.5800	0.5790	0.7609
0.3852	9.6495	936	0.5711	0.5838	0.5711	0.7557
0.3852	9.6701	938	0.5578	0.5670	0.5578	0.7468
0.3852	9.6907	940	0.5516	0.5580	0.5516	0.7427
0.3852	9.7113	942	0.5420	0.5669	0.5420	0.7362
0.3852	9.7320	944	0.5367	0.5401	0.5367	0.7326
0.3852	9.7526	946	0.5432	0.5239	0.5432	0.7371
0.3852	9.7732	948	0.5605	0.5363	0.5605	0.7487
0.3852	9.7938	950	0.5706	0.5327	0.5706	0.7554
0.3852	9.8144	952	0.5664	0.5784	0.5664	0.7526
0.3852	9.8351	954	0.5734	0.5800	0.5734	0.7572
0.3852	9.8557	956	0.5999	0.5649	0.5999	0.7745
0.3852	9.8763	958	0.6279	0.5414	0.6279	0.7924
0.3852	9.8969	960	0.6527	0.5009	0.6527	0.8079
0.3852	9.9175	962	0.6849	0.5209	0.6849	0.8276
0.3852	9.9381	964	0.6836	0.5201	0.6836	0.8268
0.3852	9.9588	966	0.6674	0.4929	0.6674	0.8169
0.3852	9.9794	968	0.6647	0.4929	0.6647	0.8153
0.3852	10.0	970	0.6367	0.5285	0.6367	0.7980
0.3852	10.0206	972	0.6134	0.4957	0.6134	0.7832
0.3852	10.0412	974	0.6068	0.4779	0.6068	0.7790
0.3852	10.0619	976	0.6000	0.4990	0.6000	0.7746
0.3852	10.0825	978	0.5941	0.4820	0.5941	0.7708
0.3852	10.1031	980	0.5829	0.4665	0.5829	0.7635
0.3852	10.1237	982	0.5811	0.4842	0.5811	0.7623
0.3852	10.1443	984	0.5842	0.5148	0.5842	0.7643
0.3852	10.1649	986	0.5868	0.5537	0.5868	0.7660
0.3852	10.1856	988	0.6075	0.5045	0.6075	0.7794
0.3852	10.2062	990	0.6286	0.4371	0.6286	0.7928
0.3852	10.2268	992	0.6597	0.4921	0.6597	0.8122
0.3852	10.2474	994	0.6586	0.5414	0.6586	0.8115
0.3852	10.2680	996	0.6461	0.5197	0.6461	0.8038
0.3852	10.2887	998	0.6240	0.5257	0.6240	0.7899
0.0767	10.3093	1000	0.6054	0.5580	0.6054	0.7781
0.0767	10.3299	1002	0.6015	0.5691	0.6015	0.7755
0.0767	10.3505	1004	0.5892	0.5655	0.5892	0.7676
0.0767	10.3711	1006	0.5818	0.5314	0.5818	0.7628
0.0767	10.3918	1008	0.5777	0.5314	0.5777	0.7600
0.0767	10.4124	1010	0.5762	0.5177	0.5762	0.7591
0.0767	10.4330	1012	0.5731	0.5316	0.5731	0.7571
0.0767	10.4536	1014	0.5692	0.5440	0.5692	0.7544

Framework versions

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