ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k17_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: 0.5230
• Qwk: 0.4112
• Mse: 0.5230
• Rmse: 0.7232

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	0.0202	2	3.1870	-0.0205	3.1870	1.7852
No log	0.0404	4	2.0990	-0.0695	2.0990	1.4488
No log	0.0606	6	0.9904	0.0588	0.9904	0.9952
No log	0.0808	8	1.8432	0.0264	1.8432	1.3576
No log	0.1010	10	2.1358	0.0707	2.1358	1.4614
No log	0.1212	12	1.0533	0.0	1.0533	1.0263
No log	0.1414	14	0.8200	0.1165	0.8200	0.9056
No log	0.1616	16	0.7408	0.0991	0.7408	0.8607
No log	0.1818	18	0.8918	0.0476	0.8918	0.9444
No log	0.2020	20	0.8792	-0.0041	0.8792	0.9376
No log	0.2222	22	0.8177	0.1481	0.8177	0.9043
No log	0.2424	24	0.9706	0.0201	0.9706	0.9852
No log	0.2626	26	1.3950	0.0294	1.3950	1.1811
No log	0.2828	28	1.8282	-0.0035	1.8282	1.3521
No log	0.3030	30	1.5553	0.0038	1.5553	1.2471
No log	0.3232	32	1.4242	0.0118	1.4242	1.1934
No log	0.3434	34	1.0668	0.0894	1.0668	1.0329
No log	0.3636	36	0.7526	0.1619	0.7526	0.8675
No log	0.3838	38	0.6864	-0.0196	0.6864	0.8285
No log	0.4040	40	0.7128	0.0189	0.7128	0.8443
No log	0.4242	42	0.9272	-0.0268	0.9272	0.9629
No log	0.4444	44	1.0204	0.0	1.0204	1.0101
No log	0.4646	46	1.0786	0.0	1.0786	1.0385
No log	0.4848	48	1.1635	-0.0268	1.1635	1.0787
No log	0.5051	50	1.0193	0.0522	1.0193	1.0096
No log	0.5253	52	1.1469	0.0522	1.1469	1.0710
No log	0.5455	54	0.9405	0.0175	0.9405	0.9698
No log	0.5657	56	1.1403	0.0288	1.1403	1.0679
No log	0.5859	58	1.2908	0.0201	1.2908	1.1361
No log	0.6061	60	1.4839	0.0614	1.4839	1.2181
No log	0.6263	62	1.2643	0.0476	1.2643	1.1244
No log	0.6465	64	0.8606	0.0980	0.8606	0.9277
No log	0.6667	66	0.7864	0.1323	0.7864	0.8868
No log	0.6869	68	0.9560	0.0333	0.9560	0.9778
No log	0.7071	70	1.0040	0.0333	1.0040	1.0020
No log	0.7273	72	0.8201	-0.0133	0.8201	0.9056
No log	0.7475	74	0.6486	0.3216	0.6486	0.8054
No log	0.7677	76	0.7924	0.0823	0.7924	0.8902
No log	0.7879	78	0.8923	0.0717	0.8923	0.9446
No log	0.8081	80	0.7625	0.0526	0.7625	0.8732
No log	0.8283	82	0.5911	0.2418	0.5911	0.7689
No log	0.8485	84	0.6307	0.2749	0.6307	0.7942
No log	0.8687	86	0.6718	0.2593	0.6718	0.8196
No log	0.8889	88	0.9355	0.0717	0.9355	0.9672
No log	0.9091	90	1.0242	0.0333	1.0242	1.0120
No log	0.9293	92	0.6611	0.2688	0.6611	0.8131
No log	0.9495	94	0.5620	0.1667	0.5620	0.7496
No log	0.9697	96	0.6090	-0.0159	0.6090	0.7804
No log	0.9899	98	0.5791	0.1373	0.5791	0.7610
No log	1.0101	100	0.6449	0.3103	0.6449	0.8031
No log	1.0303	102	0.9388	0.1781	0.9388	0.9689
No log	1.0505	104	1.3798	0.0843	1.3798	1.1746
No log	1.0707	106	1.1248	0.1000	1.1248	1.0606
No log	1.0909	108	0.6862	0.2350	0.6862	0.8283
No log	1.1111	110	0.5791	0.1895	0.5791	0.7610
No log	1.1313	112	0.6742	-0.0081	0.6742	0.8211
No log	1.1515	114	0.6341	0.0476	0.6341	0.7963
No log	1.1717	116	0.7566	0.0833	0.7566	0.8698
No log	1.1919	118	1.0233	0.0957	1.0233	1.0116
No log	1.2121	120	0.7020	0.0222	0.7020	0.8379
No log	1.2323	122	0.6117	0.2340	0.6117	0.7821
No log	1.2525	124	0.7225	0.0213	0.7225	0.8500
No log	1.2727	126	0.7442	0.0157	0.7442	0.8627
No log	1.2929	128	0.7427	0.0612	0.7427	0.8618
No log	1.3131	130	0.6335	0.2632	0.6335	0.7959
No log	1.3333	132	0.6801	0.1364	0.6801	0.8247
No log	1.3535	134	0.8077	0.1269	0.8077	0.8987
No log	1.3737	136	0.7162	0.1739	0.7162	0.8463
No log	1.3939	138	0.7009	0.1045	0.7009	0.8372
No log	1.4141	140	0.7539	0.0769	0.7539	0.8683
No log	1.4343	142	0.6609	0.1884	0.6609	0.8130
No log	1.4545	144	1.4669	0.0073	1.4669	1.2111
No log	1.4747	146	1.6982	0.0	1.6982	1.3031
No log	1.4949	148	1.2980	0.0	1.2980	1.1393
No log	1.5152	150	1.0243	-0.0175	1.0243	1.0121
No log	1.5354	152	0.8674	-0.0222	0.8674	0.9313
No log	1.5556	154	0.7429	-0.0612	0.7429	0.8619
No log	1.5758	156	0.7436	-0.0072	0.7436	0.8623
No log	1.5960	158	0.7080	-0.0411	0.7080	0.8414
No log	1.6162	160	0.7259	0.0952	0.7259	0.8520
No log	1.6364	162	0.9862	0.0526	0.9862	0.9931
No log	1.6566	164	0.6596	0.1905	0.6596	0.8122
No log	1.6768	166	0.6342	0.1807	0.6342	0.7964
No log	1.6970	168	0.5749	0.2558	0.5749	0.7582
No log	1.7172	170	0.9145	0.1712	0.9145	0.9563
No log	1.7374	172	0.7936	0.2157	0.7936	0.8908
No log	1.7576	174	0.5750	0.3446	0.5750	0.7583
No log	1.7778	176	0.6550	0.2174	0.6550	0.8093
No log	1.7980	178	0.5706	0.3103	0.5706	0.7554
No log	1.8182	180	1.0330	0.1276	1.0330	1.0163
No log	1.8384	182	1.3643	0.1077	1.3643	1.1680
No log	1.8586	184	0.9361	0.0769	0.9361	0.9675
No log	1.8788	186	0.5728	0.3023	0.5728	0.7568
No log	1.8990	188	0.5835	0.3374	0.5835	0.7639
No log	1.9192	190	0.6348	0.1908	0.6348	0.7967
No log	1.9394	192	1.0009	0.0717	1.0009	1.0005
No log	1.9596	194	1.1310	0.0947	1.1310	1.0635
No log	1.9798	196	0.8339	0.0826	0.8339	0.9132
No log	2.0	198	0.6950	0.0	0.6950	0.8337
No log	2.0202	200	0.6479	0.2683	0.6479	0.8049
No log	2.0404	202	0.6268	0.2683	0.6268	0.7917
No log	2.0606	204	0.6348	0.3086	0.6348	0.7968
No log	2.0808	206	0.5911	0.2542	0.5911	0.7688
No log	2.1010	208	1.0274	0.0667	1.0274	1.0136
No log	2.1212	210	1.1696	0.0894	1.1696	1.0815
No log	2.1414	212	0.8524	0.1050	0.8524	0.9233
No log	2.1616	214	0.5885	0.2444	0.5885	0.7671
No log	2.1818	216	0.5251	0.2393	0.5251	0.7246
No log	2.2020	218	0.5286	0.2644	0.5286	0.7270
No log	2.2222	220	0.5847	0.2842	0.5847	0.7647
No log	2.2424	222	0.5498	0.2865	0.5498	0.7415
No log	2.2626	224	0.5435	0.2857	0.5435	0.7373
No log	2.2828	226	0.5487	0.2527	0.5487	0.7408
No log	2.3030	228	0.5878	0.2688	0.5878	0.7667
No log	2.3232	230	0.5871	0.2707	0.5871	0.7662
No log	2.3434	232	0.5447	0.3023	0.5447	0.7380
No log	2.3636	234	0.7227	0.2621	0.7227	0.8501
No log	2.3838	236	0.6392	0.1823	0.6392	0.7995
No log	2.4040	238	0.5423	0.3563	0.5423	0.7364
No log	2.4242	240	0.5444	0.3708	0.5444	0.7378
No log	2.4444	242	0.5523	0.3757	0.5523	0.7432
No log	2.4646	244	0.5290	0.3418	0.5290	0.7274
No log	2.4848	246	0.5090	0.2318	0.5090	0.7134
No log	2.5051	248	0.4948	0.2432	0.4948	0.7034
No log	2.5253	250	0.5133	0.2201	0.5133	0.7164
No log	2.5455	252	0.5476	0.2381	0.5476	0.7400
No log	2.5657	254	0.4940	0.2941	0.4940	0.7028
No log	2.5859	256	0.5085	0.2778	0.5085	0.7131
No log	2.6061	258	0.5063	0.2318	0.5063	0.7116
No log	2.6263	260	0.5272	0.2485	0.5272	0.7261
No log	2.6465	262	0.5856	0.2787	0.5856	0.7653
No log	2.6667	264	0.6355	0.2410	0.6355	0.7972
No log	2.6869	266	0.8160	0.2727	0.8160	0.9033
No log	2.7071	268	1.0298	0.2184	1.0298	1.0148
No log	2.7273	270	0.9054	0.2374	0.9054	0.9515
No log	2.7475	272	0.7596	0.2821	0.7596	0.8715
No log	2.7677	274	0.8289	0.2922	0.8289	0.9104
No log	2.7879	276	0.8034	0.2922	0.8034	0.8963
No log	2.8081	278	0.7327	0.2793	0.7327	0.8560
No log	2.8283	280	0.7131	0.2646	0.7131	0.8444
No log	2.8485	282	0.7004	0.3498	0.7004	0.8369
No log	2.8687	284	0.6813	0.36	0.6813	0.8254
No log	2.8889	286	0.6008	0.2169	0.6008	0.7751
No log	2.9091	288	0.6105	0.3161	0.6105	0.7814
No log	2.9293	290	0.5689	0.2644	0.5689	0.7543
No log	2.9495	292	0.7917	0.2372	0.7917	0.8898
No log	2.9697	294	0.8816	0.2356	0.8816	0.9390
No log	2.9899	296	0.6617	0.2563	0.6617	0.8135
No log	3.0101	298	0.5704	0.2258	0.5704	0.7553
No log	3.0303	300	0.6038	0.2821	0.6038	0.7770
No log	3.0505	302	0.6603	0.3231	0.6603	0.8126
No log	3.0707	304	0.9833	0.2243	0.9833	0.9916
No log	3.0909	306	1.1034	0.1378	1.1034	1.0504
No log	3.1111	308	0.8058	0.2227	0.8058	0.8977
No log	3.1313	310	0.6486	0.2676	0.6486	0.8053
No log	3.1515	312	0.6410	0.2676	0.6410	0.8007
No log	3.1717	314	0.6564	0.2607	0.6564	0.8102
No log	3.1919	316	0.8318	0.2531	0.8318	0.9120
No log	3.2121	318	0.9298	0.2308	0.9298	0.9643
No log	3.2323	320	0.6966	0.1845	0.6966	0.8346
No log	3.2525	322	0.6074	0.3043	0.6074	0.7794
No log	3.2727	324	0.6003	0.3043	0.6003	0.7748
No log	3.2929	326	0.5871	0.3520	0.5871	0.7662
No log	3.3131	328	0.6601	0.2161	0.6601	0.8125
No log	3.3333	330	0.6786	0.2239	0.6786	0.8238
No log	3.3535	332	0.5679	0.2889	0.5679	0.7536
No log	3.3737	334	0.7634	0.2709	0.7634	0.8737
No log	3.3939	336	0.7989	0.2536	0.7989	0.8938
No log	3.4141	338	0.6269	0.3118	0.6269	0.7918
No log	3.4343	340	0.5739	0.3708	0.5739	0.7576
No log	3.4545	342	0.6329	0.1753	0.6329	0.7955
No log	3.4747	344	0.5988	0.2917	0.5988	0.7738
No log	3.4949	346	0.5671	0.3263	0.5671	0.7530
No log	3.5152	348	0.6106	0.3333	0.6106	0.7814
No log	3.5354	350	0.5901	0.2865	0.5901	0.7682
No log	3.5556	352	0.5594	0.3023	0.5594	0.7479
No log	3.5758	354	0.6059	0.375	0.6059	0.7784
No log	3.5960	356	0.5784	0.2857	0.5784	0.7605
No log	3.6162	358	0.5553	0.3032	0.5553	0.7452
No log	3.6364	360	0.5848	0.2265	0.5848	0.7647
No log	3.6566	362	0.5429	0.3000	0.5429	0.7368
No log	3.6768	364	0.5553	0.2970	0.5553	0.7452
No log	3.6970	366	0.6216	0.2513	0.6216	0.7884
No log	3.7172	368	0.6098	0.2889	0.6098	0.7809
No log	3.7374	370	0.5954	0.2653	0.5954	0.7716
No log	3.7576	372	0.6895	0.3231	0.6895	0.8304
No log	3.7778	374	0.6338	0.2332	0.6338	0.7961
No log	3.7980	376	0.6681	0.28	0.6681	0.8174
No log	3.8182	378	0.8137	0.2137	0.8137	0.9020
No log	3.8384	380	0.7564	0.2000	0.7564	0.8697
No log	3.8586	382	0.5907	0.2914	0.5907	0.7686
No log	3.8788	384	0.5584	0.2360	0.5584	0.7473
No log	3.8990	386	0.6058	0.3369	0.6058	0.7783
No log	3.9192	388	0.5926	0.3333	0.5926	0.7698
No log	3.9394	390	0.5892	0.2787	0.5892	0.7676
No log	3.9596	392	0.5754	0.2609	0.5754	0.7586
No log	3.9798	394	0.5880	0.2513	0.5880	0.7668
No log	4.0	396	0.5996	0.2593	0.5996	0.7743
No log	4.0202	398	0.7178	0.2549	0.7178	0.8472
No log	4.0404	400	0.7142	0.2563	0.7142	0.8451
No log	4.0606	402	0.5944	0.2787	0.5944	0.7709
No log	4.0808	404	0.5750	0.3043	0.5750	0.7583
No log	4.1010	406	0.6190	0.2865	0.6190	0.7868
No log	4.1212	408	0.6802	0.2081	0.6802	0.8248
No log	4.1414	410	0.6560	0.3535	0.6560	0.8099
No log	4.1616	412	0.6116	0.3118	0.6116	0.7820
No log	4.1818	414	0.5771	0.3073	0.5771	0.7597
No log	4.2020	416	0.5965	0.3224	0.5965	0.7723
No log	4.2222	418	0.6343	0.2169	0.6343	0.7964
No log	4.2424	420	0.6088	0.2626	0.6088	0.7802
No log	4.2626	422	0.6236	0.2370	0.6236	0.7897
No log	4.2828	424	0.5400	0.3086	0.5400	0.7348
No log	4.3030	426	0.5092	0.3374	0.5092	0.7136
No log	4.3232	428	0.5168	0.3939	0.5168	0.7189
No log	4.3434	430	0.5459	0.2994	0.5459	0.7389
No log	4.3636	432	0.5748	0.3149	0.5748	0.7581
No log	4.3838	434	0.5902	0.2809	0.5902	0.7683
No log	4.4040	436	0.5618	0.3520	0.5618	0.7495
No log	4.4242	438	0.5404	0.3224	0.5404	0.7351
No log	4.4444	440	0.5540	0.3224	0.5540	0.7443
No log	4.4646	442	0.5340	0.3520	0.5340	0.7307
No log	4.4848	444	0.5347	0.3103	0.5347	0.7312
No log	4.5051	446	0.5391	0.2558	0.5391	0.7342
No log	4.5253	448	0.5378	0.2994	0.5378	0.7333
No log	4.5455	450	0.6327	0.2340	0.6327	0.7954
No log	4.5657	452	0.6913	0.2332	0.6913	0.8314
No log	4.5859	454	0.5905	0.3103	0.5905	0.7684
No log	4.6061	456	0.5254	0.2558	0.5254	0.7248
No log	4.6263	458	0.5294	0.2593	0.5294	0.7276
No log	4.6465	460	0.5184	0.2298	0.5184	0.7200
No log	4.6667	462	0.5212	0.2405	0.5212	0.7219
No log	4.6869	464	0.5331	0.25	0.5331	0.7301
No log	4.7071	466	0.5254	0.25	0.5254	0.7248
No log	4.7273	468	0.5263	0.2527	0.5263	0.7255
No log	4.7475	470	0.5425	0.2917	0.5425	0.7366
No log	4.7677	472	0.5806	0.3548	0.5806	0.7620
No log	4.7879	474	0.5800	0.2917	0.5800	0.7616
No log	4.8081	476	0.5883	0.3231	0.5883	0.7670
No log	4.8283	478	0.5879	0.3231	0.5879	0.7667
No log	4.8485	480	0.6642	0.3846	0.6642	0.8150
No log	4.8687	482	0.7688	0.2423	0.7688	0.8768
No log	4.8889	484	0.6333	0.3575	0.6333	0.7958
No log	4.9091	486	0.5678	0.3831	0.5678	0.7535
No log	4.9293	488	0.5966	0.3508	0.5966	0.7724
No log	4.9495	490	0.5598	0.4091	0.5598	0.7482
No log	4.9697	492	0.5400	0.4222	0.5400	0.7348
No log	4.9899	494	0.5455	0.3548	0.5455	0.7386
No log	5.0101	496	0.5365	0.3043	0.5365	0.7325
No log	5.0303	498	0.5521	0.3508	0.5521	0.7431
0.4579	5.0505	500	0.5674	0.3402	0.5674	0.7533
0.4579	5.0707	502	0.5754	0.4051	0.5754	0.7586
0.4579	5.0909	504	0.6301	0.3488	0.6301	0.7938
0.4579	5.1111	506	0.6263	0.3833	0.6263	0.7914
0.4579	5.1313	508	0.6124	0.4495	0.6124	0.7826
0.4579	5.1515	510	0.6223	0.3469	0.6223	0.7889
0.4579	5.1717	512	0.6570	0.3575	0.6570	0.8105
0.4579	5.1919	514	0.7296	0.2348	0.7296	0.8542
0.4579	5.2121	516	0.8845	0.2558	0.8845	0.9405
0.4579	5.2323	518	0.7926	0.1861	0.7926	0.8903
0.4579	5.2525	520	0.6039	0.2842	0.6039	0.7771
0.4579	5.2727	522	0.5392	0.4348	0.5392	0.7343
0.4579	5.2929	524	0.5625	0.4033	0.5625	0.7500
0.4579	5.3131	526	0.5203	0.3927	0.5203	0.7213
0.4579	5.3333	528	0.5312	0.3617	0.5312	0.7288
0.4579	5.3535	530	0.5194	0.4227	0.5194	0.7207
0.4579	5.3737	532	0.5338	0.4747	0.5338	0.7306
0.4579	5.3939	534	0.5244	0.3402	0.5244	0.7241
0.4579	5.4141	536	0.5227	0.3433	0.5227	0.7229
0.4579	5.4343	538	0.5235	0.3367	0.5235	0.7235
0.4579	5.4545	540	0.5309	0.4400	0.5309	0.7286
0.4579	5.4747	542	0.5319	0.4526	0.5319	0.7293
0.4579	5.4949	544	0.5085	0.3263	0.5085	0.7131
0.4579	5.5152	546	0.5957	0.2917	0.5957	0.7718
0.4579	5.5354	548	0.6513	0.2251	0.6513	0.8071
0.4579	5.5556	550	0.5601	0.2941	0.5601	0.7484
0.4579	5.5758	552	0.5149	0.4220	0.5149	0.7175
0.4579	5.5960	554	0.5955	0.4286	0.5955	0.7717
0.4579	5.6162	556	0.6114	0.4059	0.6114	0.7819
0.4579	5.6364	558	0.5498	0.4475	0.5498	0.7415
0.4579	5.6566	560	0.4987	0.3333	0.4987	0.7062
0.4579	5.6768	562	0.5096	0.2994	0.5096	0.7138
0.4579	5.6970	564	0.4931	0.3407	0.4931	0.7022
0.4579	5.7172	566	0.4904	0.3297	0.4904	0.7003
0.4579	5.7374	568	0.5078	0.2994	0.5078	0.7126
0.4579	5.7576	570	0.5475	0.2994	0.5475	0.7399
0.4579	5.7778	572	0.5290	0.2994	0.5290	0.7273
0.4579	5.7980	574	0.5046	0.4229	0.5046	0.7103
0.4579	5.8182	576	0.5056	0.4510	0.5056	0.7110
0.4579	5.8384	578	0.5144	0.4396	0.5144	0.7172
0.4579	5.8586	580	0.5139	0.4396	0.5139	0.7168
0.4579	5.8788	582	0.5298	0.2889	0.5298	0.7279
0.4579	5.8990	584	0.5301	0.2889	0.5301	0.7281
0.4579	5.9192	586	0.5112	0.4573	0.5112	0.7150
0.4579	5.9394	588	0.5324	0.4222	0.5324	0.7297
0.4579	5.9596	590	0.5216	0.4350	0.5216	0.7222
0.4579	5.9798	592	0.5017	0.3520	0.5017	0.7083
0.4579	6.0	594	0.5341	0.2644	0.5341	0.7308
0.4579	6.0202	596	0.5396	0.2644	0.5396	0.7346
0.4579	6.0404	598	0.5068	0.3412	0.5068	0.7119
0.4579	6.0606	600	0.4975	0.3136	0.4975	0.7053
0.4579	6.0808	602	0.5148	0.4350	0.5148	0.7175
0.4579	6.1010	604	0.5482	0.3797	0.5482	0.7404
0.4579	6.1212	606	0.5265	0.3862	0.5265	0.7256
0.4579	6.1414	608	0.4977	0.4409	0.4977	0.7055
0.4579	6.1616	610	0.4993	0.4475	0.4993	0.7066
0.4579	6.1818	612	0.5171	0.4098	0.5171	0.7191
0.4579	6.2020	614	0.5191	0.4098	0.5191	0.7205
0.4579	6.2222	616	0.5018	0.4667	0.5018	0.7084
0.4579	6.2424	618	0.5025	0.5027	0.5025	0.7089
0.4579	6.2626	620	0.5075	0.3478	0.5075	0.7124
0.4579	6.2828	622	0.5052	0.4667	0.5052	0.7107
0.4579	6.3030	624	0.5618	0.2865	0.5618	0.7495
0.4579	6.3232	626	0.5971	0.2487	0.5971	0.7727
0.4579	6.3434	628	0.5623	0.2865	0.5623	0.7499
0.4579	6.3636	630	0.5028	0.4413	0.5028	0.7091
0.4579	6.3838	632	0.4946	0.5027	0.4946	0.7033
0.4579	6.4040	634	0.5173	0.3023	0.5173	0.7192
0.4579	6.4242	636	0.5974	0.3016	0.5974	0.7729
0.4579	6.4444	638	0.6072	0.3402	0.6072	0.7792
0.4579	6.4646	640	0.5847	0.3333	0.5847	0.7647
0.4579	6.4848	642	0.5184	0.4343	0.5184	0.7200
0.4579	6.5051	644	0.5232	0.4717	0.5232	0.7233
0.4579	6.5253	646	0.5559	0.4341	0.5559	0.7456
0.4579	6.5455	648	0.5635	0.4341	0.5635	0.7507
0.4579	6.5657	650	0.5420	0.4717	0.5420	0.7362
0.4579	6.5859	652	0.5155	0.4639	0.5155	0.7180
0.4579	6.6061	654	0.5852	0.3706	0.5852	0.7650
0.4579	6.6263	656	0.6578	0.3208	0.6578	0.8110
0.4579	6.6465	658	0.6178	0.3663	0.6178	0.7860
0.4579	6.6667	660	0.5615	0.3730	0.5615	0.7494
0.4579	6.6869	662	0.5190	0.4639	0.5190	0.7204
0.4579	6.7071	664	0.5503	0.3846	0.5503	0.7418
0.4579	6.7273	666	0.5600	0.3498	0.5600	0.7484
0.4579	6.7475	668	0.5294	0.4286	0.5294	0.7276
0.4579	6.7677	670	0.5083	0.5027	0.5083	0.7130
0.4579	6.7879	672	0.5251	0.3829	0.5251	0.7246
0.4579	6.8081	674	0.5396	0.3778	0.5396	0.7346
0.4579	6.8283	676	0.5364	0.3778	0.5364	0.7324
0.4579	6.8485	678	0.5362	0.3829	0.5362	0.7323
0.4579	6.8687	680	0.5354	0.3548	0.5354	0.7317
0.4579	6.8889	682	0.5344	0.4404	0.5344	0.7310
0.4579	6.9091	684	0.5355	0.4286	0.5355	0.7318
0.4579	6.9293	686	0.5689	0.4118	0.5689	0.7543
0.4579	6.9495	688	0.6006	0.3561	0.6006	0.7750
0.4579	6.9697	690	0.6201	0.3301	0.6201	0.7874
0.4579	6.9899	692	0.5949	0.3905	0.5949	0.7713
0.4579	7.0101	694	0.5772	0.4450	0.5772	0.7598
0.4579	7.0303	696	0.5635	0.3663	0.5635	0.7506
0.4579	7.0505	698	0.5966	0.3267	0.5966	0.7724
0.4579	7.0707	700	0.5999	0.3267	0.5999	0.7745
0.4579	7.0909	702	0.5946	0.3267	0.5946	0.7711
0.4579	7.1111	704	0.5895	0.3267	0.5895	0.7678
0.4579	7.1313	706	0.5657	0.4175	0.5657	0.7521
0.4579	7.1515	708	0.5492	0.4639	0.5492	0.7410
0.4579	7.1717	710	0.5457	0.4286	0.5457	0.7387
0.4579	7.1919	712	0.5412	0.4518	0.5412	0.7357
0.4579	7.2121	714	0.5382	0.4639	0.5382	0.7336
0.4579	7.2323	716	0.5382	0.4468	0.5382	0.7336
0.4579	7.2525	718	0.5371	0.3730	0.5371	0.7329
0.4579	7.2727	720	0.5359	0.4409	0.5359	0.7320
0.4579	7.2929	722	0.5436	0.4286	0.5436	0.7373
0.4579	7.3131	724	0.5479	0.4286	0.5479	0.7402
0.4579	7.3333	726	0.5511	0.4286	0.5511	0.7423
0.4579	7.3535	728	0.5585	0.4286	0.5585	0.7473
0.4579	7.3737	730	0.5709	0.375	0.5709	0.7556
0.4579	7.3939	732	0.5908	0.3814	0.5908	0.7686
0.4579	7.4141	734	0.5987	0.3814	0.5987	0.7737
0.4579	7.4343	736	0.5893	0.3641	0.5893	0.7677
0.4579	7.4545	738	0.5886	0.4510	0.5886	0.7672
0.4579	7.4747	740	0.5875	0.4510	0.5875	0.7665
0.4579	7.4949	742	0.5845	0.4510	0.5845	0.7646
0.4579	7.5152	744	0.5891	0.375	0.5891	0.7675
0.4579	7.5354	746	0.5911	0.3814	0.5911	0.7688
0.4579	7.5556	748	0.5810	0.3862	0.5810	0.7622
0.4579	7.5758	750	0.5765	0.3862	0.5765	0.7593
0.4579	7.5960	752	0.5770	0.3224	0.5770	0.7596
0.4579	7.6162	754	0.6038	0.2941	0.6038	0.7770
0.4579	7.6364	756	0.6023	0.2941	0.6023	0.7761
0.4579	7.6566	758	0.5869	0.2842	0.5869	0.7661
0.4579	7.6768	760	0.5571	0.3862	0.5571	0.7464
0.4579	7.6970	762	0.5457	0.4639	0.5457	0.7387
0.4579	7.7172	764	0.5575	0.4286	0.5575	0.7467
0.4579	7.7374	766	0.5590	0.4286	0.5590	0.7477
0.4579	7.7576	768	0.5564	0.4518	0.5564	0.7459
0.4579	7.7778	770	0.5576	0.4455	0.5576	0.7467
0.4579	7.7980	772	0.5558	0.4455	0.5558	0.7455
0.4579	7.8182	774	0.5515	0.4455	0.5515	0.7426
0.4579	7.8384	776	0.5470	0.4	0.5470	0.7396
0.4579	7.8586	778	0.5448	0.3641	0.5448	0.7381
0.4579	7.8788	780	0.5368	0.4	0.5368	0.7327
0.4579	7.8990	782	0.5316	0.4764	0.5316	0.7291
0.4579	7.9192	784	0.5376	0.3913	0.5376	0.7332
0.4579	7.9394	786	0.5781	0.2967	0.5781	0.7603
0.4579	7.9596	788	0.6001	0.2917	0.6001	0.7747
0.4579	7.9798	790	0.6165	0.2917	0.6165	0.7852
0.4579	8.0	792	0.5858	0.3407	0.5858	0.7654
0.4579	8.0202	794	0.5452	0.3913	0.5452	0.7384
0.4579	8.0404	796	0.5327	0.4059	0.5327	0.7299
0.4579	8.0606	798	0.5416	0.3939	0.5416	0.7359
0.4579	8.0808	800	0.5396	0.3939	0.5396	0.7346
0.4579	8.1010	802	0.5320	0.4171	0.5320	0.7294
0.4579	8.1212	804	0.5422	0.3913	0.5422	0.7363
0.4579	8.1414	806	0.5758	0.3488	0.5758	0.7588
0.4579	8.1616	808	0.6074	0.3369	0.6074	0.7793
0.4579	8.1818	810	0.6029	0.3407	0.6029	0.7765
0.4579	8.2020	812	0.5787	0.4157	0.5787	0.7607
0.4579	8.2222	814	0.5634	0.3913	0.5634	0.7506
0.4579	8.2424	816	0.5520	0.4526	0.5520	0.7429
0.4579	8.2626	818	0.5456	0.4059	0.5456	0.7387
0.4579	8.2828	820	0.5429	0.3951	0.5429	0.7368
0.4579	8.3030	822	0.5400	0.4171	0.5400	0.7349
0.4579	8.3232	824	0.5409	0.4526	0.5409	0.7355
0.4579	8.3434	826	0.5422	0.4526	0.5422	0.7364
0.4579	8.3636	828	0.5467	0.4033	0.5467	0.7394
0.4579	8.3838	830	0.5436	0.4033	0.5436	0.7373
0.4579	8.4040	832	0.5369	0.3913	0.5369	0.7327
0.4579	8.4242	834	0.5287	0.4725	0.5287	0.7271
0.4579	8.4444	836	0.5277	0.3913	0.5277	0.7264
0.4579	8.4646	838	0.5257	0.4091	0.5257	0.7251
0.4579	8.4848	840	0.5193	0.4091	0.5193	0.7206
0.4579	8.5051	842	0.5130	0.4725	0.5130	0.7162
0.4579	8.5253	844	0.5090	0.4222	0.5090	0.7134
0.4579	8.5455	846	0.5090	0.4222	0.5090	0.7134
0.4579	8.5657	848	0.5103	0.4536	0.5103	0.7143
0.4579	8.5859	850	0.5110	0.4894	0.5110	0.7149
0.4579	8.6061	852	0.5123	0.4894	0.5123	0.7158
0.4579	8.6263	854	0.5145	0.4894	0.5145	0.7173
0.4579	8.6465	856	0.5168	0.4764	0.5168	0.7189
0.4579	8.6667	858	0.5195	0.4112	0.5195	0.7208
0.4579	8.6869	860	0.5230	0.4112	0.5230	0.7232
0.4579	8.7071	862	0.5252	0.4112	0.5252	0.7247
0.4579	8.7273	864	0.5218	0.4112	0.5218	0.7224
0.4579	8.7475	866	0.5232	0.4526	0.5232	0.7233
0.4579	8.7677	868	0.5328	0.4286	0.5328	0.7300
0.4579	8.7879	870	0.5381	0.4286	0.5381	0.7335
0.4579	8.8081	872	0.5357	0.4286	0.5357	0.7319
0.4579	8.8283	874	0.5258	0.4652	0.5258	0.7251
0.4579	8.8485	876	0.5176	0.4894	0.5176	0.7195
0.4579	8.8687	878	0.5225	0.4400	0.5225	0.7229
0.4579	8.8889	880	0.5330	0.4229	0.5330	0.7300
0.4579	8.9091	882	0.5389	0.3878	0.5389	0.7341
0.4579	8.9293	884	0.5362	0.4229	0.5362	0.7323
0.4579	8.9495	886	0.5317	0.4343	0.5317	0.7292
0.4579	8.9697	888	0.5251	0.4400	0.5251	0.7246
0.4579	8.9899	890	0.5256	0.4286	0.5256	0.7250
0.4579	9.0101	892	0.5313	0.4819	0.5313	0.7289
0.4579	9.0303	894	0.5337	0.4526	0.5337	0.7306
0.4579	9.0505	896	0.5427	0.4652	0.5427	0.7367
0.4579	9.0707	898	0.5481	0.4098	0.5481	0.7404
0.4579	9.0909	900	0.5420	0.4652	0.5420	0.7362
0.4579	9.1111	902	0.5344	0.4526	0.5344	0.7310
0.4579	9.1313	904	0.5292	0.4819	0.5292	0.7275
0.4579	9.1515	906	0.5268	0.4286	0.5268	0.7258
0.4579	9.1717	908	0.5227	0.4286	0.5227	0.7230
0.4579	9.1919	910	0.5217	0.4400	0.5217	0.7223
0.4579	9.2121	912	0.5260	0.4343	0.5260	0.7252
0.4579	9.2323	914	0.5298	0.4343	0.5298	0.7279
0.4579	9.2525	916	0.5275	0.4343	0.5275	0.7263
0.4579	9.2727	918	0.5219	0.4343	0.5219	0.7224
0.4579	9.2929	920	0.5189	0.4051	0.5189	0.7203
0.4579	9.3131	922	0.5162	0.4346	0.5162	0.7185
0.4579	9.3333	924	0.5161	0.4819	0.5161	0.7184
0.4579	9.3535	926	0.5188	0.4526	0.5188	0.7203
0.4579	9.3737	928	0.5230	0.4652	0.5230	0.7232
0.4579	9.3939	930	0.5292	0.4286	0.5292	0.7275
0.4579	9.4141	932	0.5306	0.4286	0.5306	0.7284
0.4579	9.4343	934	0.5292	0.4286	0.5292	0.7275
0.4579	9.4545	936	0.5256	0.4526	0.5256	0.7250
0.4579	9.4747	938	0.5206	0.4526	0.5206	0.7215
0.4579	9.4949	940	0.5182	0.4819	0.5182	0.7199
0.4579	9.5152	942	0.5183	0.4346	0.5183	0.7200
0.4579	9.5354	944	0.5192	0.4227	0.5192	0.7205
0.4579	9.5556	946	0.5203	0.4171	0.5203	0.7213
0.4579	9.5758	948	0.5219	0.4819	0.5219	0.7224
0.4579	9.5960	950	0.5233	0.4819	0.5233	0.7234
0.4579	9.6162	952	0.5247	0.4819	0.5247	0.7244
0.4579	9.6364	954	0.5250	0.4819	0.5250	0.7246
0.4579	9.6566	956	0.5245	0.4171	0.5245	0.7242
0.4579	9.6768	958	0.5237	0.4059	0.5237	0.7237
0.4579	9.6970	960	0.5231	0.4059	0.5231	0.7232
0.4579	9.7172	962	0.5233	0.4059	0.5233	0.7234
0.4579	9.7374	964	0.5238	0.4059	0.5238	0.7237
0.4579	9.7576	966	0.5243	0.4059	0.5243	0.7241
0.4579	9.7778	968	0.5247	0.4059	0.5247	0.7244
0.4579	9.7980	970	0.5247	0.4573	0.5247	0.7244
0.4579	9.8182	972	0.5241	0.4059	0.5241	0.7240
0.4579	9.8384	974	0.5235	0.4059	0.5235	0.7235
0.4579	9.8586	976	0.5232	0.4059	0.5232	0.7233
0.4579	9.8788	978	0.5231	0.4112	0.5231	0.7233
0.4579	9.8990	980	0.5232	0.4112	0.5232	0.7233
0.4579	9.9192	982	0.5233	0.4112	0.5233	0.7234
0.4579	9.9394	984	0.5232	0.4112	0.5232	0.7233
0.4579	9.9596	986	0.5231	0.4112	0.5231	0.7233
0.4579	9.9798	988	0.5231	0.4112	0.5231	0.7232
0.4579	10.0	990	0.5230	0.4112	0.5230	0.7232

Framework versions

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