ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_task7_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: 0.6486
• Qwk: 0.3755
• Mse: 0.6486
• Rmse: 0.8053

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	0.0556	2	2.5519	-0.1213	2.5519	1.5975
No log	0.1111	4	1.3000	0.0412	1.3000	1.1402
No log	0.1667	6	1.1046	0.0476	1.1046	1.0510
No log	0.2222	8	0.8966	0.0408	0.8966	0.9469
No log	0.2778	10	0.8234	0.1093	0.8234	0.9074
No log	0.3333	12	0.9243	0.0058	0.9243	0.9614
No log	0.3889	14	0.9262	0.0478	0.9262	0.9624
No log	0.4444	16	0.8843	0.0717	0.8843	0.9403
No log	0.5	18	0.8177	0.0643	0.8177	0.9043
No log	0.5556	20	0.7688	0.1187	0.7688	0.8768
No log	0.6111	22	0.7551	0.0428	0.7551	0.8690
No log	0.6667	24	0.7611	0.0428	0.7611	0.8724
No log	0.7222	26	0.7364	0.0840	0.7364	0.8581
No log	0.7778	28	0.7772	0.2883	0.7772	0.8816
No log	0.8333	30	0.8087	0.3105	0.8087	0.8993
No log	0.8889	32	0.7655	0.2692	0.7655	0.8749
No log	0.9444	34	0.7013	0.3575	0.7013	0.8374
No log	1.0	36	0.7438	0.2317	0.7438	0.8625
No log	1.0556	38	0.7077	0.2783	0.7077	0.8413
No log	1.1111	40	0.7392	0.3637	0.7392	0.8598
No log	1.1667	42	0.8617	0.2843	0.8617	0.9283
No log	1.2222	44	0.8756	0.1962	0.8756	0.9357
No log	1.2778	46	0.8959	0.2923	0.8959	0.9465
No log	1.3333	48	0.8698	0.3425	0.8698	0.9326
No log	1.3889	50	0.7803	0.3238	0.7803	0.8834
No log	1.4444	52	0.7288	0.2285	0.7288	0.8537
No log	1.5	54	0.6839	0.2718	0.6839	0.8270
No log	1.5556	56	0.6796	0.2652	0.6796	0.8244
No log	1.6111	58	0.6982	0.2227	0.6982	0.8356
No log	1.6667	60	0.7410	0.2527	0.7410	0.8608
No log	1.7222	62	0.7601	0.2817	0.7601	0.8718
No log	1.7778	64	0.7568	0.2817	0.7568	0.8699
No log	1.8333	66	0.8656	0.2615	0.8656	0.9304
No log	1.8889	68	0.8813	0.2615	0.8813	0.9388
No log	1.9444	70	0.8784	0.2995	0.8784	0.9372
No log	2.0	72	0.7779	0.1866	0.7779	0.8820
No log	2.0556	74	0.7609	0.2171	0.7609	0.8723
No log	2.1111	76	0.7895	0.2518	0.7895	0.8886
No log	2.1667	78	0.7908	0.3231	0.7908	0.8893
No log	2.2222	80	0.7271	0.1962	0.7271	0.8527
No log	2.2778	82	0.7466	0.3069	0.7466	0.8640
No log	2.3333	84	0.6716	0.3399	0.6716	0.8195
No log	2.3889	86	0.6348	0.3426	0.6348	0.7967
No log	2.4444	88	0.6296	0.4068	0.6296	0.7934
No log	2.5	90	0.6111	0.4068	0.6111	0.7817
No log	2.5556	92	0.6536	0.3919	0.6536	0.8085
No log	2.6111	94	0.6645	0.4437	0.6645	0.8152
No log	2.6667	96	0.6159	0.3523	0.6159	0.7848
No log	2.7222	98	0.6408	0.3728	0.6408	0.8005
No log	2.7778	100	0.8313	0.2467	0.8313	0.9118
No log	2.8333	102	0.7052	0.3224	0.7052	0.8398
No log	2.8889	104	0.6525	0.2218	0.6525	0.8077
No log	2.9444	106	0.6951	0.2193	0.6951	0.8337
No log	3.0	108	0.9117	0.1672	0.9117	0.9548
No log	3.0556	110	0.8548	0.2443	0.8548	0.9245
No log	3.1111	112	0.5991	0.4618	0.5991	0.7740
No log	3.1667	114	0.5544	0.5266	0.5544	0.7446
No log	3.2222	116	0.5432	0.5248	0.5432	0.7370
No log	3.2778	118	0.5388	0.5079	0.5388	0.7341
No log	3.3333	120	0.5485	0.4832	0.5485	0.7406
No log	3.3889	122	0.5401	0.4555	0.5401	0.7349
No log	3.4444	124	0.5469	0.5430	0.5469	0.7395
No log	3.5	126	0.6175	0.4704	0.6175	0.7858
No log	3.5556	128	0.8774	0.3044	0.8774	0.9367
No log	3.6111	130	1.1207	0.1967	1.1207	1.0586
No log	3.6667	132	0.9368	0.2988	0.9368	0.9679
No log	3.7222	134	0.5730	0.5022	0.5730	0.7570
No log	3.7778	136	0.6014	0.4171	0.6014	0.7755
No log	3.8333	138	0.5754	0.4817	0.5754	0.7585
No log	3.8889	140	0.6479	0.4182	0.6479	0.8049
No log	3.9444	142	0.7445	0.3653	0.7445	0.8629
No log	4.0	144	0.6217	0.3894	0.6217	0.7885
No log	4.0556	146	0.5432	0.5521	0.5432	0.7370
No log	4.1111	148	0.5551	0.4888	0.5551	0.7450
No log	4.1667	150	0.5453	0.5326	0.5453	0.7384
No log	4.2222	152	0.5481	0.4908	0.5481	0.7404
No log	4.2778	154	0.5244	0.4857	0.5244	0.7241
No log	4.3333	156	0.5161	0.5714	0.5161	0.7184
No log	4.3889	158	0.5105	0.5798	0.5105	0.7145
No log	4.4444	160	0.4984	0.6154	0.4984	0.7060
No log	4.5	162	0.5339	0.4858	0.5339	0.7307
No log	4.5556	164	0.5880	0.5175	0.5880	0.7668
No log	4.6111	166	0.5175	0.4918	0.5175	0.7194
No log	4.6667	168	0.4946	0.5812	0.4946	0.7033
No log	4.7222	170	0.5114	0.6359	0.5114	0.7151
No log	4.7778	172	0.5133	0.5782	0.5133	0.7164
No log	4.8333	174	0.5391	0.5286	0.5391	0.7343
No log	4.8889	176	0.5431	0.5634	0.5431	0.7369
No log	4.9444	178	0.5516	0.6009	0.5516	0.7427
No log	5.0	180	0.6848	0.5377	0.6848	0.8275
No log	5.0556	182	0.6162	0.5457	0.6162	0.7850
No log	5.1111	184	0.5493	0.5860	0.5493	0.7411
No log	5.1667	186	0.5737	0.5028	0.5737	0.7574
No log	5.2222	188	0.5456	0.5860	0.5456	0.7386
No log	5.2778	190	0.7449	0.4133	0.7449	0.8631
No log	5.3333	192	0.8610	0.3776	0.8610	0.9279
No log	5.3889	194	0.7958	0.4450	0.7958	0.8921
No log	5.4444	196	0.7292	0.4089	0.7292	0.8540
No log	5.5	198	0.6074	0.4835	0.6074	0.7794
No log	5.5556	200	0.5512	0.4774	0.5512	0.7424
No log	5.6111	202	0.6422	0.4167	0.6422	0.8014
No log	5.6667	204	0.7551	0.4723	0.7551	0.8689
No log	5.7222	206	0.8943	0.3503	0.8943	0.9457
No log	5.7778	208	0.7579	0.4424	0.7579	0.8706
No log	5.8333	210	0.5634	0.4684	0.5634	0.7506
No log	5.8889	212	0.5413	0.4569	0.5413	0.7357
No log	5.9444	214	0.5439	0.4677	0.5439	0.7375
No log	6.0	216	0.5385	0.4330	0.5385	0.7338
No log	6.0556	218	0.6107	0.4491	0.6107	0.7815
No log	6.1111	220	0.6678	0.4728	0.6678	0.8172
No log	6.1667	222	0.6049	0.4491	0.6049	0.7778
No log	6.2222	224	0.5182	0.5517	0.5182	0.7199
No log	6.2778	226	0.5127	0.5444	0.5127	0.7160
No log	6.3333	228	0.5335	0.4788	0.5335	0.7304
No log	6.3889	230	0.6102	0.4664	0.6102	0.7811
No log	6.4444	232	0.5767	0.4684	0.5767	0.7594
No log	6.5	234	0.5172	0.5902	0.5172	0.7192
No log	6.5556	236	0.5231	0.5421	0.5231	0.7233
No log	6.6111	238	0.5578	0.4855	0.5578	0.7469
No log	6.6667	240	0.6649	0.4438	0.6649	0.8154
No log	6.7222	242	0.6203	0.4576	0.6203	0.7876
No log	6.7778	244	0.6270	0.4330	0.6270	0.7918
No log	6.8333	246	0.6377	0.3737	0.6377	0.7986
No log	6.8889	248	0.5915	0.3813	0.5915	0.7691
No log	6.9444	250	0.5903	0.4358	0.5903	0.7683
No log	7.0	252	0.6071	0.4358	0.6071	0.7792
No log	7.0556	254	0.6353	0.3864	0.6353	0.7971
No log	7.1111	256	0.6960	0.3867	0.6960	0.8343
No log	7.1667	258	0.6430	0.3355	0.6430	0.8019
No log	7.2222	260	0.5907	0.4504	0.5907	0.7686
No log	7.2778	262	0.5822	0.4591	0.5822	0.7630
No log	7.3333	264	0.5780	0.4314	0.5780	0.7603
No log	7.3889	266	0.6953	0.4329	0.6953	0.8338
No log	7.4444	268	0.7411	0.3889	0.7411	0.8609
No log	7.5	270	0.5807	0.4639	0.5807	0.7621
No log	7.5556	272	0.5772	0.5168	0.5772	0.7597
No log	7.6111	274	0.6028	0.4783	0.6028	0.7764
No log	7.6667	276	0.6049	0.5120	0.6049	0.7777
No log	7.7222	278	0.5658	0.5421	0.5658	0.7522
No log	7.7778	280	0.5944	0.4963	0.5944	0.7710
No log	7.8333	282	0.5789	0.5092	0.5789	0.7609
No log	7.8889	284	0.5514	0.3728	0.5514	0.7426
No log	7.9444	286	0.6064	0.5527	0.6064	0.7787
No log	8.0	288	0.5536	0.5189	0.5536	0.7440
No log	8.0556	290	0.5011	0.5170	0.5011	0.7079
No log	8.1111	292	0.4892	0.5170	0.4892	0.6994
No log	8.1667	294	0.5001	0.5390	0.5001	0.7072
No log	8.2222	296	0.5460	0.6047	0.5460	0.7389
No log	8.2778	298	0.5204	0.6127	0.5204	0.7214
No log	8.3333	300	0.5521	0.5247	0.5521	0.7430
No log	8.3889	302	0.5148	0.5861	0.5148	0.7175
No log	8.4444	304	0.4904	0.5516	0.4904	0.7003
No log	8.5	306	0.5448	0.5420	0.5448	0.7381
No log	8.5556	308	0.5730	0.5045	0.5730	0.7570
No log	8.6111	310	0.5575	0.5016	0.5575	0.7467
No log	8.6667	312	0.5379	0.5389	0.5379	0.7334
No log	8.7222	314	0.5434	0.4743	0.5434	0.7372
No log	8.7778	316	0.6281	0.4606	0.6281	0.7925
No log	8.8333	318	0.7492	0.52	0.7492	0.8655
No log	8.8889	320	0.7125	0.4947	0.7125	0.8441
No log	8.9444	322	0.5785	0.4212	0.5785	0.7606
No log	9.0	324	0.5367	0.4918	0.5367	0.7326
No log	9.0556	326	0.6590	0.5168	0.6590	0.8118
No log	9.1111	328	0.7053	0.4448	0.7053	0.8398
No log	9.1667	330	0.5998	0.5283	0.5998	0.7744
No log	9.2222	332	0.5520	0.4659	0.5520	0.7429
No log	9.2778	334	0.5887	0.3945	0.5887	0.7673
No log	9.3333	336	0.5795	0.4591	0.5795	0.7612
No log	9.3889	338	0.5906	0.5114	0.5906	0.7685
No log	9.4444	340	0.5958	0.5114	0.5958	0.7719
No log	9.5	342	0.6027	0.4378	0.6027	0.7763
No log	9.5556	344	0.6404	0.3196	0.6404	0.8003
No log	9.6111	346	0.6466	0.3127	0.6466	0.8041
No log	9.6667	348	0.5953	0.3782	0.5953	0.7716
No log	9.7222	350	0.5730	0.4086	0.5730	0.7570
No log	9.7778	352	0.5585	0.4086	0.5585	0.7473
No log	9.8333	354	0.5444	0.4402	0.5444	0.7378
No log	9.8889	356	0.5535	0.4555	0.5535	0.7440
No log	9.9444	358	0.5613	0.4743	0.5613	0.7492
No log	10.0	360	0.5430	0.5306	0.5430	0.7369
No log	10.0556	362	0.5502	0.5357	0.5502	0.7418
No log	10.1111	364	0.5707	0.4737	0.5707	0.7554
No log	10.1667	366	0.5589	0.5071	0.5589	0.7476
No log	10.2222	368	0.5453	0.5208	0.5453	0.7384
No log	10.2778	370	0.5392	0.5117	0.5392	0.7343
No log	10.3333	372	0.5294	0.5117	0.5294	0.7276
No log	10.3889	374	0.5082	0.5414	0.5082	0.7129
No log	10.4444	376	0.5176	0.4591	0.5176	0.7194
No log	10.5	378	0.5948	0.5157	0.5948	0.7712
No log	10.5556	380	0.6237	0.4476	0.6237	0.7898
No log	10.6111	382	0.5923	0.4100	0.5923	0.7696
No log	10.6667	384	0.5596	0.4795	0.5596	0.7481
No log	10.7222	386	0.5181	0.4482	0.5181	0.7198
No log	10.7778	388	0.5163	0.5440	0.5163	0.7185
No log	10.8333	390	0.5256	0.4970	0.5256	0.7250
No log	10.8889	392	0.5333	0.5227	0.5333	0.7302
No log	10.9444	394	0.5350	0.5189	0.5350	0.7314
No log	11.0	396	0.5644	0.4482	0.5644	0.7513
No log	11.0556	398	0.5871	0.5123	0.5871	0.7662
No log	11.1111	400	0.5585	0.4596	0.5585	0.7473
No log	11.1667	402	0.5837	0.4895	0.5837	0.7640
No log	11.2222	404	0.5859	0.4788	0.5859	0.7654
No log	11.2778	406	0.5406	0.5022	0.5406	0.7353
No log	11.3333	408	0.5529	0.5555	0.5529	0.7436
No log	11.3889	410	0.5501	0.5714	0.5501	0.7417
No log	11.4444	412	0.5313	0.4929	0.5313	0.7289
No log	11.5	414	0.5667	0.4352	0.5667	0.7528
No log	11.5556	416	0.6003	0.4352	0.6003	0.7748
No log	11.6111	418	0.5739	0.4001	0.5739	0.7576
No log	11.6667	420	0.5476	0.3920	0.5476	0.7400
No log	11.7222	422	0.5427	0.4515	0.5427	0.7367
No log	11.7778	424	0.5763	0.5109	0.5763	0.7591
No log	11.8333	426	0.6350	0.5038	0.6350	0.7968
No log	11.8889	428	0.6750	0.4909	0.6750	0.8216
No log	11.9444	430	0.6221	0.4920	0.6221	0.7887
No log	12.0	432	0.5704	0.4147	0.5704	0.7552
No log	12.0556	434	0.5530	0.3523	0.5530	0.7436
No log	12.1111	436	0.5554	0.4001	0.5554	0.7453
No log	12.1667	438	0.5574	0.4547	0.5574	0.7466
No log	12.2222	440	0.5580	0.4660	0.5580	0.7470
No log	12.2778	442	0.5844	0.5457	0.5844	0.7645
No log	12.3333	444	0.6638	0.4883	0.6638	0.8147
No log	12.3889	446	0.6607	0.5508	0.6607	0.8128
No log	12.4444	448	0.5947	0.5605	0.5947	0.7712
No log	12.5	450	0.5417	0.5323	0.5417	0.7360
No log	12.5556	452	0.5371	0.5208	0.5371	0.7329
No log	12.6111	454	0.5530	0.4402	0.5530	0.7437
No log	12.6667	456	0.5786	0.4795	0.5786	0.7607
No log	12.7222	458	0.5655	0.4659	0.5655	0.7520
No log	12.7778	460	0.5590	0.4898	0.5590	0.7477
No log	12.8333	462	0.5677	0.5028	0.5677	0.7535
No log	12.8889	464	0.5505	0.5133	0.5505	0.7420
No log	12.9444	466	0.5575	0.4914	0.5575	0.7467
No log	13.0	468	0.6049	0.5133	0.6049	0.7778
No log	13.0556	470	0.5911	0.5357	0.5911	0.7688
No log	13.1111	472	0.5476	0.5419	0.5476	0.7400
No log	13.1667	474	0.5381	0.5596	0.5381	0.7336
No log	13.2222	476	0.5631	0.5399	0.5631	0.7504
No log	13.2778	478	0.5442	0.5399	0.5442	0.7377
No log	13.3333	480	0.5166	0.5750	0.5166	0.7187
No log	13.3889	482	0.5123	0.5195	0.5123	0.7158
No log	13.4444	484	0.5092	0.4788	0.5092	0.7136
No log	13.5	486	0.5160	0.5698	0.5160	0.7183
No log	13.5556	488	0.5153	0.5475	0.5153	0.7178
No log	13.6111	490	0.5216	0.4659	0.5216	0.7222
No log	13.6667	492	0.5831	0.4124	0.5831	0.7636
No log	13.7222	494	0.6578	0.5697	0.6578	0.8111
No log	13.7778	496	0.6494	0.5063	0.6494	0.8059
No log	13.8333	498	0.5760	0.4001	0.5760	0.7590
0.3258	13.8889	500	0.5232	0.4086	0.5232	0.7234
0.3258	13.9444	502	0.5243	0.4847	0.5243	0.7241
0.3258	14.0	504	0.5253	0.4847	0.5253	0.7247
0.3258	14.0556	506	0.5236	0.4402	0.5236	0.7236
0.3258	14.1111	508	0.5358	0.4378	0.5358	0.7320
0.3258	14.1667	510	0.5641	0.4555	0.5641	0.7511
0.3258	14.2222	512	0.6033	0.5291	0.6033	0.7767
0.3258	14.2778	514	0.6005	0.5342	0.6005	0.7749
0.3258	14.3333	516	0.5921	0.5157	0.5921	0.7695
0.3258	14.3889	518	0.5525	0.4828	0.5525	0.7433
0.3258	14.4444	520	0.5362	0.5071	0.5362	0.7323
0.3258	14.5	522	0.5525	0.4206	0.5525	0.7433
0.3258	14.5556	524	0.5623	0.4001	0.5623	0.7498
0.3258	14.6111	526	0.5503	0.4086	0.5503	0.7418
0.3258	14.6667	528	0.5497	0.3809	0.5497	0.7414
0.3258	14.7222	530	0.5410	0.3809	0.5410	0.7355
0.3258	14.7778	532	0.5520	0.4354	0.5520	0.7430
0.3258	14.8333	534	0.5673	0.4267	0.5673	0.7532
0.3258	14.8889	536	0.5444	0.4267	0.5444	0.7378
0.3258	14.9444	538	0.5312	0.4267	0.5312	0.7288
0.3258	15.0	540	0.5195	0.4354	0.5195	0.7208
0.3258	15.0556	542	0.5173	0.4086	0.5173	0.7192
0.3258	15.1111	544	0.5041	0.4111	0.5041	0.7100
0.3258	15.1667	546	0.4965	0.4384	0.4965	0.7046
0.3258	15.2222	548	0.4944	0.4656	0.4944	0.7032
0.3258	15.2778	550	0.5190	0.5326	0.5190	0.7204
0.3258	15.3333	552	0.5314	0.5647	0.5314	0.7290
0.3258	15.3889	554	0.5769	0.4982	0.5769	0.7596
0.3258	15.4444	556	0.6463	0.5815	0.6463	0.8039
0.3258	15.5	558	0.6193	0.5815	0.6193	0.7869
0.3258	15.5556	560	0.5676	0.4705	0.5676	0.7534
0.3258	15.6111	562	0.5170	0.4659	0.5170	0.7191
0.3258	15.6667	564	0.5075	0.4970	0.5075	0.7124
0.3258	15.7222	566	0.5125	0.4929	0.5125	0.7159
0.3258	15.7778	568	0.5178	0.4378	0.5178	0.7196
0.3258	15.8333	570	0.5622	0.4684	0.5622	0.7498
0.3258	15.8889	572	0.5791	0.4925	0.5791	0.7610
0.3258	15.9444	574	0.5464	0.4569	0.5464	0.7392
0.3258	16.0	576	0.5457	0.4929	0.5457	0.7387
0.3258	16.0556	578	0.5445	0.4929	0.5445	0.7379
0.3258	16.1111	580	0.5422	0.4929	0.5422	0.7364
0.3258	16.1667	582	0.5431	0.4929	0.5431	0.7369
0.3258	16.2222	584	0.5579	0.4659	0.5579	0.7469
0.3258	16.2778	586	0.6001	0.4124	0.6001	0.7747
0.3258	16.3333	588	0.6060	0.4867	0.6060	0.7785
0.3258	16.3889	590	0.5864	0.4867	0.5864	0.7658
0.3258	16.4444	592	0.5824	0.4684	0.5824	0.7632
0.3258	16.5	594	0.5906	0.4684	0.5906	0.7685
0.3258	16.5556	596	0.6530	0.5275	0.6530	0.8081
0.3258	16.6111	598	0.7034	0.5080	0.7034	0.8387
0.3258	16.6667	600	0.6739	0.4964	0.6739	0.8209
0.3258	16.7222	602	0.6199	0.5219	0.6199	0.7874
0.3258	16.7778	604	0.5559	0.5560	0.5559	0.7456
0.3258	16.8333	606	0.5570	0.5327	0.5570	0.7463
0.3258	16.8889	608	0.6539	0.4827	0.6539	0.8087
0.3258	16.9444	610	0.7351	0.4228	0.7351	0.8574
0.3258	17.0	612	0.7967	0.3889	0.7967	0.8926
0.3258	17.0556	614	0.6915	0.4349	0.6915	0.8316
0.3258	17.1111	616	0.5775	0.4597	0.5775	0.7599
0.3258	17.1667	618	0.5553	0.4684	0.5553	0.7452
0.3258	17.2222	620	0.5536	0.4774	0.5536	0.7441
0.3258	17.2778	622	0.5937	0.4597	0.5937	0.7705
0.3258	17.3333	624	0.6722	0.5345	0.6722	0.8199
0.3258	17.3889	626	0.7331	0.5237	0.7331	0.8562
0.3258	17.4444	628	0.6865	0.5132	0.6865	0.8285
0.3258	17.5	630	0.6116	0.5123	0.6116	0.7820
0.3258	17.5556	632	0.5548	0.4795	0.5548	0.7449
0.3258	17.6111	634	0.5560	0.4795	0.5560	0.7456
0.3258	17.6667	636	0.5488	0.4795	0.5488	0.7408
0.3258	17.7222	638	0.5050	0.4086	0.5050	0.7106
0.3258	17.7778	640	0.4975	0.5065	0.4975	0.7053
0.3258	17.8333	642	0.4992	0.5182	0.4992	0.7066
0.3258	17.8889	644	0.4854	0.5208	0.4854	0.6967
0.3258	17.9444	646	0.4953	0.4637	0.4953	0.7038
0.3258	18.0	648	0.5572	0.5385	0.5572	0.7465
0.3258	18.0556	650	0.5755	0.5345	0.5755	0.7586
0.3258	18.1111	652	0.5287	0.5237	0.5287	0.7271
0.3258	18.1667	654	0.4845	0.4837	0.4845	0.6960
0.3258	18.2222	656	0.4986	0.5397	0.4986	0.7061
0.3258	18.2778	658	0.5292	0.5283	0.5292	0.7275
0.3258	18.3333	660	0.5248	0.5361	0.5248	0.7244
0.3258	18.3889	662	0.4873	0.5475	0.4873	0.6981
0.3258	18.4444	664	0.4944	0.4637	0.4944	0.7032
0.3258	18.5	666	0.5847	0.5310	0.5847	0.7647
0.3258	18.5556	668	0.6492	0.5562	0.6492	0.8057
0.3258	18.6111	670	0.6116	0.5892	0.6116	0.7821
0.3258	18.6667	672	0.5405	0.5195	0.5405	0.7352
0.3258	18.7222	674	0.4889	0.5800	0.4889	0.6992
0.3258	18.7778	676	0.4970	0.5555	0.4970	0.7050
0.3258	18.8333	678	0.5058	0.5747	0.5058	0.7112
0.3258	18.8889	680	0.4973	0.5152	0.4973	0.7052
0.3258	18.9444	682	0.5066	0.3809	0.5066	0.7118
0.3258	19.0	684	0.5240	0.4086	0.5240	0.7239
0.3258	19.0556	686	0.5297	0.3809	0.5297	0.7278
0.3258	19.1111	688	0.5168	0.3893	0.5168	0.7189
0.3258	19.1667	690	0.5025	0.5263	0.5025	0.7089
0.3258	19.2222	692	0.5032	0.5030	0.5032	0.7093
0.3258	19.2778	694	0.5062	0.5283	0.5062	0.7114
0.3258	19.3333	696	0.5056	0.5463	0.5056	0.7110
0.3258	19.3889	698	0.5133	0.5323	0.5133	0.7165
0.3258	19.4444	700	0.5361	0.5682	0.5361	0.7322
0.3258	19.5	702	0.6136	0.5659	0.6136	0.7833
0.3258	19.5556	704	0.7080	0.5080	0.7080	0.8414
0.3258	19.6111	706	0.7179	0.5139	0.7179	0.8473
0.3258	19.6667	708	0.6627	0.5310	0.6627	0.8141
0.3258	19.7222	710	0.5944	0.4524	0.5944	0.7710
0.3258	19.7778	712	0.5665	0.4001	0.5665	0.7527
0.3258	19.8333	714	0.5666	0.4001	0.5666	0.7527
0.3258	19.8889	716	0.5887	0.4459	0.5887	0.7673
0.3258	19.9444	718	0.6703	0.4855	0.6703	0.8187
0.3258	20.0	720	0.7579	0.3630	0.7579	0.8706
0.3258	20.0556	722	0.8167	0.3782	0.8167	0.9037
0.3258	20.1111	724	0.7662	0.4175	0.7662	0.8753
0.3258	20.1667	726	0.6478	0.4267	0.6478	0.8049
0.3258	20.2222	728	0.5659	0.3809	0.5659	0.7523
0.3258	20.2778	730	0.5594	0.3633	0.5594	0.7479
0.3258	20.3333	732	0.5620	0.3633	0.5620	0.7497
0.3258	20.3889	734	0.5796	0.3809	0.5796	0.7613
0.3258	20.4444	736	0.6486	0.3755	0.6486	0.8053

Framework versions

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