ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k13_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: 0.5246
• Qwk: 0.3797
• Mse: 0.5246
• Rmse: 0.7243

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	0.0263	2	3.2365	-0.0149	3.2365	1.7990
No log	0.0526	4	1.6778	-0.0070	1.6778	1.2953
No log	0.0789	6	1.7846	0.0255	1.7846	1.3359
No log	0.1053	8	1.4672	0.0255	1.4672	1.2113
No log	0.1316	10	1.0880	-0.0233	1.0880	1.0431
No log	0.1579	12	1.0239	0.0159	1.0239	1.0119
No log	0.1842	14	0.8720	-0.0411	0.8720	0.9338
No log	0.2105	16	0.8081	0.1590	0.8081	0.8990
No log	0.2368	18	0.8542	0.0196	0.8542	0.9242
No log	0.2632	20	0.7334	0.0359	0.7334	0.8564
No log	0.2895	22	0.9197	0.0794	0.9197	0.9590
No log	0.3158	24	1.0527	0.0038	1.0527	1.0260
No log	0.3421	26	0.9566	0.0345	0.9566	0.9780
No log	0.3684	28	0.9446	0.0598	0.9446	0.9719
No log	0.3947	30	1.0618	0.0866	1.0618	1.0304
No log	0.4211	32	0.7374	0.1179	0.7374	0.8587
No log	0.4474	34	0.7318	0.125	0.7318	0.8554
No log	0.4737	36	0.8269	0.0980	0.8269	0.9094
No log	0.5	38	0.7556	0.1323	0.7556	0.8693
No log	0.5263	40	1.0386	0.0598	1.0386	1.0191
No log	0.5526	42	0.8374	0.0798	0.8374	0.9151
No log	0.5789	44	1.0335	0.0380	1.0335	1.0166
No log	0.6053	46	1.6797	0.0092	1.6797	1.2960
No log	0.6316	48	1.8013	0.0130	1.8013	1.3421
No log	0.6579	50	1.1985	-0.0268	1.1985	1.0948
No log	0.6842	52	0.6769	0.1111	0.6769	0.8228
No log	0.7105	54	0.6454	0.0952	0.6454	0.8034
No log	0.7368	56	0.6768	0.0805	0.6768	0.8227
No log	0.7632	58	0.9556	0.1055	0.9556	0.9776
No log	0.7895	60	1.2052	0.0159	1.2052	1.0978
No log	0.8158	62	1.1165	0.0894	1.1165	1.0566
No log	0.8421	64	0.5854	0.2340	0.5854	0.7651
No log	0.8684	66	0.6834	0.2571	0.6834	0.8267
No log	0.8947	68	0.6613	0.2000	0.6613	0.8132
No log	0.9211	70	0.5179	0.1045	0.5179	0.7196
No log	0.9474	72	0.5295	0.2778	0.5295	0.7277
No log	0.9737	74	0.5459	0.3333	0.5459	0.7389
No log	1.0	76	0.7763	0.1855	0.7763	0.8811
No log	1.0263	78	1.1982	0.0817	1.1982	1.0946
No log	1.0526	80	0.9261	0.2000	0.9261	0.9623
No log	1.0789	82	0.5438	0.3333	0.5438	0.7374
No log	1.1053	84	0.6985	0.2075	0.6985	0.8358
No log	1.1316	86	1.0402	0.1554	1.0402	1.0199
No log	1.1579	88	1.0644	0.1554	1.0644	1.0317
No log	1.1842	90	0.5869	0.3103	0.5869	0.7661
No log	1.2105	92	0.5717	0.3263	0.5717	0.7561
No log	1.2368	94	0.5587	0.3433	0.5587	0.7475
No log	1.2632	96	0.5825	0.3398	0.5825	0.7632
No log	1.2895	98	0.9500	0.2000	0.9500	0.9747
No log	1.3158	100	1.2235	0.0270	1.2235	1.1061
No log	1.3421	102	0.8129	0.1560	0.8129	0.9016
No log	1.3684	104	0.6275	0.2289	0.6275	0.7921
No log	1.3947	106	0.6273	0.2683	0.6273	0.7920
No log	1.4211	108	0.7882	0.1469	0.7882	0.8878
No log	1.4474	110	0.6574	0.2444	0.6574	0.8108
No log	1.4737	112	0.8970	0.1934	0.8970	0.9471
No log	1.5	114	1.0342	0.2239	1.0342	1.0169
No log	1.5263	116	0.6443	0.2174	0.6443	0.8027
No log	1.5526	118	0.9205	0.1228	0.9205	0.9594
No log	1.5789	120	1.0166	0.0717	1.0166	1.0083
No log	1.6053	122	0.7263	0.2308	0.7263	0.8522
No log	1.6316	124	0.6071	0.2809	0.6071	0.7792
No log	1.6579	126	0.6046	0.0920	0.6046	0.7776
No log	1.6842	128	0.6108	0.1000	0.6108	0.7815
No log	1.7105	130	0.5970	0.1325	0.5970	0.7727
No log	1.7368	132	0.7892	0.2000	0.7892	0.8884
No log	1.7632	134	0.9115	0.0769	0.9115	0.9547
No log	1.7895	136	0.6319	0.3797	0.6319	0.7949
No log	1.8158	138	0.7102	0.1515	0.7102	0.8428
No log	1.8421	140	1.0124	0.2000	1.0124	1.0062
No log	1.8684	142	0.8667	0.2314	0.8667	0.9310
No log	1.8947	144	0.5580	0.3882	0.5580	0.7470
No log	1.9211	146	0.8712	0.0685	0.8712	0.9334
No log	1.9474	148	0.8069	0.0918	0.8069	0.8983
No log	1.9737	150	0.5656	0.3086	0.5656	0.7521
No log	2.0	152	0.6241	0.1345	0.6241	0.7900
No log	2.0263	154	0.6581	0.1398	0.6581	0.8112
No log	2.0526	156	0.6007	0.3455	0.6007	0.7750
No log	2.0789	158	0.8644	0.1691	0.8644	0.9297
No log	2.1053	160	1.0758	0.0413	1.0758	1.0372
No log	2.1316	162	0.8209	0.2464	0.8209	0.9060
No log	2.1579	164	0.5859	0.1411	0.5859	0.7654
No log	2.1842	166	0.7548	0.1925	0.7548	0.8688
No log	2.2105	168	0.7340	0.1515	0.7340	0.8568
No log	2.2368	170	0.6132	0.1801	0.6132	0.7831
No log	2.2632	172	0.6982	0.2917	0.6982	0.8356
No log	2.2895	174	0.7337	0.2941	0.7337	0.8566
No log	2.3158	176	0.7086	0.2165	0.7086	0.8418
No log	2.3421	178	0.7095	0.1220	0.7095	0.8423
No log	2.3684	180	0.7242	0.1220	0.7242	0.8510
No log	2.3947	182	0.6692	0.1739	0.6692	0.8181
No log	2.4211	184	0.6442	0.1285	0.6442	0.8026
No log	2.4474	186	0.7011	0.3231	0.7011	0.8373
No log	2.4737	188	0.7923	0.1570	0.7923	0.8901
No log	2.5	190	0.6757	0.3333	0.6757	0.8220
No log	2.5263	192	0.5938	0.2941	0.5938	0.7706
No log	2.5526	194	0.5790	0.3295	0.5790	0.7609
No log	2.5789	196	0.5587	0.2857	0.5587	0.7475
No log	2.6053	198	0.5565	0.2771	0.5565	0.7460
No log	2.6316	200	0.6531	0.2637	0.6531	0.8081
No log	2.6579	202	0.6253	0.2653	0.6253	0.7907
No log	2.6842	204	0.6430	0.2381	0.6430	0.8019
No log	2.7105	206	0.9037	0.2569	0.9037	0.9507
No log	2.7368	208	0.7735	0.2961	0.7735	0.8795
No log	2.7632	210	0.5681	0.3846	0.5681	0.7537
No log	2.7895	212	0.6268	0.3043	0.6268	0.7917
No log	2.8158	214	0.5618	0.2771	0.5618	0.7495
No log	2.8421	216	0.5515	0.2096	0.5515	0.7426
No log	2.8684	218	0.5416	0.1605	0.5416	0.7359
No log	2.8947	220	0.5716	0.3149	0.5716	0.7560
No log	2.9211	222	0.7930	0.2077	0.7930	0.8905
No log	2.9474	224	0.6611	0.3161	0.6611	0.8131
No log	2.9737	226	0.5601	0.2941	0.5601	0.7484
No log	3.0	228	0.7346	0.3004	0.7346	0.8571
No log	3.0263	230	0.6660	0.2986	0.6660	0.8161
No log	3.0526	232	0.5300	0.2558	0.5300	0.7280
No log	3.0789	234	0.7086	0.3103	0.7086	0.8418
No log	3.1053	236	0.6727	0.2990	0.6727	0.8202
No log	3.1316	238	0.5432	0.2485	0.5432	0.7370
No log	3.1579	240	0.5725	0.2000	0.5725	0.7567
No log	3.1842	242	0.5805	0.2749	0.5805	0.7619
No log	3.2105	244	0.6073	0.3446	0.6073	0.7793
No log	3.2368	246	0.6648	0.3131	0.6648	0.8153
No log	3.2632	248	0.5753	0.3563	0.5753	0.7585
No log	3.2895	250	0.5626	0.3054	0.5626	0.7501
No log	3.3158	252	0.5630	0.2575	0.5630	0.7503
No log	3.3421	254	0.5550	0.2575	0.5550	0.7450
No log	3.3684	256	0.5511	0.2575	0.5511	0.7424
No log	3.3947	258	0.5605	0.2575	0.5605	0.7487
No log	3.4211	260	0.5599	0.2471	0.5599	0.7483
No log	3.4474	262	0.5775	0.2994	0.5775	0.7599
No log	3.4737	264	0.5484	0.2471	0.5484	0.7405
No log	3.5	266	0.5429	0.2471	0.5429	0.7368
No log	3.5263	268	0.5445	0.3182	0.5445	0.7379
No log	3.5526	270	0.5819	0.2653	0.5819	0.7628
No log	3.5789	272	0.5716	0.3684	0.5716	0.7560
No log	3.6053	274	0.5884	0.3508	0.5884	0.7671
No log	3.6316	276	0.5675	0.3617	0.5675	0.7534
No log	3.6579	278	0.6016	0.3398	0.6016	0.7756
No log	3.6842	280	0.6622	0.3874	0.6622	0.8137
No log	3.7105	282	0.6944	0.2661	0.6944	0.8333
No log	3.7368	284	0.5952	0.3191	0.5952	0.7715
No log	3.7632	286	0.5645	0.2994	0.5645	0.7513
No log	3.7895	288	0.5928	0.2994	0.5928	0.7699
No log	3.8158	290	0.5614	0.2644	0.5614	0.7493
No log	3.8421	292	0.6742	0.2766	0.6742	0.8211
No log	3.8684	294	0.6992	0.2323	0.6992	0.8362
No log	3.8947	296	0.5755	0.2360	0.5755	0.7586
No log	3.9211	298	0.5663	0.3295	0.5663	0.7525
No log	3.9474	300	0.5687	0.3708	0.5687	0.7541
No log	3.9737	302	0.5308	0.3778	0.5308	0.7286
No log	4.0	304	0.5701	0.2086	0.5701	0.7551
No log	4.0263	306	0.5903	0.2593	0.5903	0.7683
No log	4.0526	308	0.5465	0.3469	0.5465	0.7392
No log	4.0789	310	0.5186	0.4694	0.5186	0.7201
No log	4.1053	312	0.5317	0.4462	0.5317	0.7292
No log	4.1316	314	0.5739	0.4171	0.5739	0.7576
No log	4.1579	316	0.5820	0.4171	0.5820	0.7629
No log	4.1842	318	0.5861	0.4231	0.5861	0.7656
No log	4.2105	320	0.6526	0.3247	0.6526	0.8078
No log	4.2368	322	0.5981	0.4227	0.5981	0.7734
No log	4.2632	324	0.5803	0.3862	0.5803	0.7618
No log	4.2895	326	0.6223	0.3508	0.6223	0.7889
No log	4.3158	328	0.7887	0.2074	0.7887	0.8881
No log	4.3421	330	0.7330	0.2227	0.7330	0.8561
No log	4.3684	332	0.5748	0.4413	0.5748	0.7582
No log	4.3947	334	0.6189	0.1209	0.6189	0.7867
No log	4.4211	336	0.6533	0.2165	0.6533	0.8083
No log	4.4474	338	0.5772	0.2857	0.5772	0.7597
No log	4.4737	340	0.6032	0.3299	0.6032	0.7767
No log	4.5	342	0.7161	0.2390	0.7161	0.8462
No log	4.5263	344	0.6508	0.2653	0.6508	0.8067
No log	4.5526	346	0.5395	0.3636	0.5395	0.7345
No log	4.5789	348	0.5710	0.2099	0.5710	0.7557
No log	4.6053	350	0.5940	0.3136	0.5940	0.7707
No log	4.6316	352	0.5530	0.3563	0.5530	0.7436
No log	4.6579	354	0.6469	0.3369	0.6469	0.8043
No log	4.6842	356	0.9007	0.2069	0.9007	0.9491
No log	4.7105	358	0.9247	0.2070	0.9247	0.9616
No log	4.7368	360	0.7265	0.2165	0.7265	0.8524
No log	4.7632	362	0.5551	0.3684	0.5551	0.7451
No log	4.7895	364	0.5593	0.1905	0.5593	0.7478
No log	4.8158	366	0.6262	0.1837	0.6262	0.7913
No log	4.8421	368	0.5901	0.2749	0.5901	0.7682
No log	4.8684	370	0.5308	0.3829	0.5308	0.7286
No log	4.8947	372	0.5742	0.3295	0.5742	0.7578
No log	4.9211	374	0.6177	0.3407	0.6177	0.7859
No log	4.9474	376	0.6259	0.3407	0.6259	0.7911
No log	4.9737	378	0.5864	0.3295	0.5864	0.7658
No log	5.0	380	0.5398	0.3054	0.5398	0.7347
No log	5.0263	382	0.5126	0.2883	0.5126	0.7160
No log	5.0526	384	0.5036	0.2298	0.5036	0.7097
No log	5.0789	386	0.4917	0.2970	0.4917	0.7012
No log	5.1053	388	0.5056	0.2795	0.5056	0.7111
No log	5.1316	390	0.5542	0.3846	0.5542	0.7444
No log	5.1579	392	0.5286	0.3636	0.5286	0.7270
No log	5.1842	394	0.5004	0.3171	0.5004	0.7074
No log	5.2105	396	0.4833	0.3374	0.4833	0.6952
No log	5.2368	398	0.4828	0.4424	0.4828	0.6948
No log	5.2632	400	0.4951	0.3023	0.4951	0.7036
No log	5.2895	402	0.5401	0.3520	0.5401	0.7349
No log	5.3158	404	0.5583	0.3407	0.5583	0.7472
No log	5.3421	406	0.5000	0.3371	0.5000	0.7071
No log	5.3684	408	0.4839	0.3609	0.4839	0.6957
No log	5.3947	410	0.4860	0.3684	0.4860	0.6971
No log	5.4211	412	0.4866	0.3898	0.4866	0.6976
No log	5.4474	414	0.4959	0.3978	0.4959	0.7042
No log	5.4737	416	0.5052	0.4167	0.5052	0.7107
No log	5.5	418	0.5098	0.3224	0.5098	0.7140
No log	5.5263	420	0.5209	0.375	0.5209	0.7218
No log	5.5526	422	0.5219	0.3118	0.5219	0.7224
No log	5.5789	424	0.5243	0.3149	0.5243	0.7241
No log	5.6053	426	0.5224	0.3757	0.5224	0.7228
No log	5.6316	428	0.5183	0.3136	0.5183	0.7199
No log	5.6579	430	0.5225	0.3043	0.5225	0.7229
No log	5.6842	432	0.5293	0.3684	0.5293	0.7276
No log	5.7105	434	0.5352	0.2889	0.5352	0.7315
No log	5.7368	436	0.5269	0.3478	0.5269	0.7259
No log	5.7632	438	0.5204	0.3563	0.5204	0.7214
No log	5.7895	440	0.5260	0.2857	0.5260	0.7253
No log	5.8158	442	0.5191	0.3136	0.5191	0.7205
No log	5.8421	444	0.5490	0.3182	0.5490	0.7409
No log	5.8684	446	0.5653	0.3182	0.5653	0.7519
No log	5.8947	448	0.5591	0.3182	0.5591	0.7477
No log	5.9211	450	0.5493	0.2832	0.5493	0.7412
No log	5.9474	452	0.5210	0.2727	0.5210	0.7218
No log	5.9737	454	0.5213	0.2727	0.5213	0.7220
No log	6.0	456	0.5269	0.2727	0.5269	0.7259
No log	6.0263	458	0.5199	0.3136	0.5199	0.7210
No log	6.0526	460	0.5298	0.3684	0.5298	0.7279
No log	6.0789	462	0.5261	0.3684	0.5261	0.7253
No log	6.1053	464	0.5308	0.4286	0.5308	0.7285
No log	6.1316	466	0.5378	0.3730	0.5378	0.7334
No log	6.1579	468	0.5539	0.3927	0.5539	0.7443
No log	6.1842	470	0.5414	0.3730	0.5414	0.7358
No log	6.2105	472	0.5243	0.4098	0.5243	0.7241
No log	6.2368	474	0.5385	0.4091	0.5385	0.7338
No log	6.2632	476	0.5502	0.4091	0.5502	0.7417
No log	6.2895	478	0.5433	0.4162	0.5433	0.7371
No log	6.3158	480	0.5358	0.4286	0.5358	0.7320
No log	6.3421	482	0.5363	0.4468	0.5363	0.7323
No log	6.3684	484	0.5443	0.4468	0.5443	0.7378
No log	6.3947	486	0.5428	0.4162	0.5428	0.7368
No log	6.4211	488	0.5230	0.4468	0.5230	0.7232
No log	6.4474	490	0.5369	0.4286	0.5369	0.7327
No log	6.4737	492	0.5847	0.3333	0.5847	0.7647
No log	6.5	494	0.5822	0.3333	0.5822	0.7630
No log	6.5263	496	0.5453	0.3927	0.5453	0.7385
No log	6.5526	498	0.5107	0.4348	0.5107	0.7147
0.3794	6.5789	500	0.5071	0.4098	0.5071	0.7121
0.3794	6.6053	502	0.5098	0.3778	0.5098	0.7140
0.3794	6.6316	504	0.5148	0.4098	0.5148	0.7175
0.3794	6.6579	506	0.5182	0.4098	0.5182	0.7199
0.3794	6.6842	508	0.5190	0.4098	0.5190	0.7204
0.3794	6.7105	510	0.5299	0.4051	0.5299	0.7279
0.3794	6.7368	512	0.5316	0.4051	0.5316	0.7291
0.3794	6.7632	514	0.5297	0.4051	0.5297	0.7278
0.3794	6.7895	516	0.5364	0.3684	0.5364	0.7324
0.3794	6.8158	518	0.5204	0.4098	0.5204	0.7214
0.3794	6.8421	520	0.5156	0.4098	0.5156	0.7180
0.3794	6.8684	522	0.5114	0.3548	0.5114	0.7151
0.3794	6.8947	524	0.5157	0.3149	0.5157	0.7181
0.3794	6.9211	526	0.5244	0.3103	0.5244	0.7241
0.3794	6.9474	528	0.5688	0.3591	0.5688	0.7542
0.3794	6.9737	530	0.5605	0.3371	0.5605	0.7487
0.3794	7.0	532	0.5291	0.3446	0.5291	0.7274
0.3794	7.0263	534	0.5010	0.3609	0.5010	0.7078
0.3794	7.0526	536	0.5033	0.4023	0.5033	0.7094
0.3794	7.0789	538	0.5203	0.3684	0.5203	0.7213
0.3794	7.1053	540	0.5218	0.3684	0.5218	0.7223
0.3794	7.1316	542	0.5254	0.2809	0.5254	0.7248
0.3794	7.1579	544	0.5463	0.3797	0.5463	0.7391
0.3794	7.1842	546	0.5496	0.3478	0.5496	0.7414
0.3794	7.2105	548	0.5566	0.3797	0.5566	0.7461
0.3794	7.2368	550	0.5467	0.3478	0.5467	0.7394
0.3794	7.2632	552	0.5437	0.3478	0.5437	0.7374
0.3794	7.2895	554	0.5358	0.3224	0.5358	0.7320
0.3794	7.3158	556	0.5398	0.3478	0.5398	0.7347
0.3794	7.3421	558	0.5393	0.3478	0.5393	0.7344
0.3794	7.3684	560	0.5297	0.3478	0.5297	0.7278
0.3794	7.3947	562	0.5380	0.3073	0.5380	0.7335
0.3794	7.4211	564	0.5306	0.3073	0.5306	0.7284
0.3794	7.4474	566	0.5281	0.3478	0.5281	0.7267
0.3794	7.4737	568	0.5357	0.3407	0.5357	0.7319
0.3794	7.5	570	0.5379	0.3407	0.5379	0.7334
0.3794	7.5263	572	0.5279	0.3797	0.5279	0.7266
0.3794	7.5526	574	0.5194	0.3797	0.5194	0.7207
0.3794	7.5789	576	0.5074	0.3478	0.5074	0.7123
0.3794	7.6053	578	0.5064	0.3478	0.5064	0.7116
0.3794	7.6316	580	0.5196	0.3797	0.5196	0.7209
0.3794	7.6579	582	0.5647	0.3548	0.5647	0.7515
0.3794	7.6842	584	0.6063	0.3191	0.6063	0.7786
0.3794	7.7105	586	0.5872	0.3684	0.5872	0.7663
0.3794	7.7368	588	0.5422	0.3508	0.5422	0.7364
0.3794	7.7632	590	0.5131	0.3684	0.5131	0.7163
0.3794	7.7895	592	0.5062	0.3898	0.5062	0.7115
0.3794	7.8158	594	0.5145	0.4023	0.5145	0.7173
0.3794	7.8421	596	0.5110	0.3778	0.5110	0.7148
0.3794	7.8684	598	0.5155	0.3149	0.5155	0.7180
0.3794	7.8947	600	0.5446	0.3878	0.5446	0.7380
0.3794	7.9211	602	0.5542	0.3224	0.5542	0.7444
0.3794	7.9474	604	0.5618	0.3149	0.5618	0.7495
0.3794	7.9737	606	0.5599	0.3149	0.5599	0.7482
0.3794	8.0	608	0.5316	0.3684	0.5316	0.7291
0.3794	8.0263	610	0.5170	0.3548	0.5170	0.7190
0.3794	8.0526	612	0.5127	0.4098	0.5127	0.7160
0.3794	8.0789	614	0.5116	0.3778	0.5116	0.7152
0.3794	8.1053	616	0.5103	0.4098	0.5103	0.7144
0.3794	8.1316	618	0.5117	0.3149	0.5117	0.7153
0.3794	8.1579	620	0.5149	0.3149	0.5149	0.7175
0.3794	8.1842	622	0.5104	0.3149	0.5104	0.7144
0.3794	8.2105	624	0.5083	0.2914	0.5083	0.7129
0.3794	8.2368	626	0.5097	0.2914	0.5097	0.7139
0.3794	8.2632	628	0.5104	0.3333	0.5104	0.7144
0.3794	8.2895	630	0.5125	0.3333	0.5125	0.7159
0.3794	8.3158	632	0.5167	0.3258	0.5167	0.7188
0.3794	8.3421	634	0.5242	0.3478	0.5242	0.7240
0.3794	8.3684	636	0.5370	0.3478	0.5370	0.7328
0.3794	8.3947	638	0.5376	0.3478	0.5376	0.7332
0.3794	8.4211	640	0.5387	0.3797	0.5387	0.7339
0.3794	8.4474	642	0.5466	0.4162	0.5466	0.7393
0.3794	8.4737	644	0.5368	0.4162	0.5368	0.7327
0.3794	8.5	646	0.5411	0.4162	0.5411	0.7356
0.3794	8.5263	648	0.5377	0.4162	0.5377	0.7333
0.3794	8.5526	650	0.5261	0.3478	0.5261	0.7253
0.3794	8.5789	652	0.5151	0.3478	0.5151	0.7177
0.3794	8.6053	654	0.5132	0.3149	0.5132	0.7163
0.3794	8.6316	656	0.5114	0.3548	0.5114	0.7151
0.3794	8.6579	658	0.5077	0.3224	0.5077	0.7125
0.3794	8.6842	660	0.5045	0.3333	0.5045	0.7103
0.3794	8.7105	662	0.5033	0.3333	0.5033	0.7094
0.3794	8.7368	664	0.5022	0.3333	0.5022	0.7087
0.3794	8.7632	666	0.5027	0.3224	0.5027	0.7090
0.3794	8.7895	668	0.5081	0.3478	0.5081	0.7128
0.3794	8.8158	670	0.5142	0.3478	0.5142	0.7171
0.3794	8.8421	672	0.5184	0.4105	0.5184	0.7200
0.3794	8.8684	674	0.5242	0.4468	0.5242	0.7240
0.3794	8.8947	676	0.5261	0.4468	0.5261	0.7253
0.3794	8.9211	678	0.5185	0.4105	0.5185	0.7201
0.3794	8.9474	680	0.5100	0.3478	0.5100	0.7141
0.3794	8.9737	682	0.5086	0.3862	0.5086	0.7131
0.3794	9.0	684	0.5110	0.3862	0.5110	0.7149
0.3794	9.0263	686	0.5156	0.3478	0.5156	0.7180
0.3794	9.0526	688	0.5150	0.3862	0.5150	0.7176
0.3794	9.0789	690	0.5123	0.3862	0.5123	0.7158
0.3794	9.1053	692	0.5134	0.3862	0.5134	0.7165
0.3794	9.1316	694	0.5198	0.3797	0.5198	0.7209
0.3794	9.1579	696	0.5312	0.4105	0.5312	0.7289
0.3794	9.1842	698	0.5447	0.4227	0.5447	0.7381
0.3794	9.2105	700	0.5615	0.4167	0.5615	0.7493
0.3794	9.2368	702	0.5693	0.4167	0.5693	0.7545
0.3794	9.2632	704	0.5868	0.3684	0.5868	0.7660
0.3794	9.2895	706	0.5916	0.3684	0.5916	0.7692
0.3794	9.3158	708	0.5819	0.4167	0.5819	0.7628
0.3794	9.3421	710	0.5668	0.4167	0.5668	0.7529
0.3794	9.3684	712	0.5523	0.4112	0.5523	0.7432
0.3794	9.3947	714	0.5363	0.4105	0.5363	0.7323
0.3794	9.4211	716	0.5207	0.3797	0.5207	0.7216
0.3794	9.4474	718	0.5118	0.4167	0.5118	0.7154
0.3794	9.4737	720	0.5087	0.3548	0.5087	0.7132
0.3794	9.5	722	0.5083	0.3548	0.5083	0.7129
0.3794	9.5263	724	0.5088	0.3224	0.5088	0.7133
0.3794	9.5526	726	0.5102	0.3224	0.5102	0.7143
0.3794	9.5789	728	0.5127	0.3778	0.5127	0.7161
0.3794	9.6053	730	0.5144	0.3778	0.5144	0.7172
0.3794	9.6316	732	0.5149	0.3778	0.5149	0.7176
0.3794	9.6579	734	0.5144	0.3224	0.5144	0.7172
0.3794	9.6842	736	0.5137	0.3224	0.5137	0.7167
0.3794	9.7105	738	0.5137	0.3224	0.5137	0.7167
0.3794	9.7368	740	0.5146	0.3548	0.5146	0.7173
0.3794	9.7632	742	0.5164	0.4167	0.5164	0.7186
0.3794	9.7895	744	0.5185	0.4167	0.5185	0.7201
0.3794	9.8158	746	0.5199	0.4167	0.5199	0.7210
0.3794	9.8421	748	0.5207	0.4167	0.5207	0.7216
0.3794	9.8684	750	0.5217	0.3797	0.5217	0.7223
0.3794	9.8947	752	0.5227	0.3797	0.5227	0.7230
0.3794	9.9211	754	0.5232	0.3797	0.5232	0.7233
0.3794	9.9474	756	0.5239	0.3797	0.5239	0.7238
0.3794	9.9737	758	0.5244	0.3797	0.5244	0.7242
0.3794	10.0	760	0.5246	0.3797	0.5246	0.7243

Framework versions

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