ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k12_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: 0.4655
• Qwk: 0.4157
• Mse: 0.4655
• Rmse: 0.6823

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	0.0282	2	3.1488	-0.0138	3.1488	1.7745
No log	0.0563	4	1.5622	0.0255	1.5622	1.2499
No log	0.0845	6	1.1395	0.0632	1.1395	1.0675
No log	0.1127	8	0.7764	0.0588	0.7764	0.8811
No log	0.1408	10	0.6364	0.0327	0.6364	0.7977
No log	0.1690	12	0.7005	0.2542	0.7005	0.8370
No log	0.1972	14	1.2159	0.0345	1.2159	1.1027
No log	0.2254	16	1.3395	0.0345	1.3395	1.1574
No log	0.2535	18	1.0194	0.0345	1.0194	1.0097
No log	0.2817	20	0.9224	0.0698	0.9224	0.9604
No log	0.3099	22	0.7209	0.2239	0.7209	0.8491
No log	0.3380	24	0.8146	0.0569	0.8146	0.9025
No log	0.3662	26	1.0869	0.0	1.0869	1.0425
No log	0.3944	28	0.8437	0.1486	0.8437	0.9186
No log	0.4225	30	0.6086	0.1884	0.6086	0.7801
No log	0.4507	32	0.6044	0.1565	0.6044	0.7775
No log	0.4789	34	0.8503	0.1605	0.8503	0.9221
No log	0.5070	36	0.9814	0.0794	0.9814	0.9906
No log	0.5352	38	1.2619	0.0345	1.2619	1.1234
No log	0.5634	40	1.1277	0.0698	1.1277	1.0619
No log	0.5915	42	0.7845	0.1795	0.7845	0.8857
No log	0.6197	44	0.5582	0.2821	0.5582	0.7472
No log	0.6479	46	0.5291	0.0388	0.5291	0.7274
No log	0.6761	48	0.5482	0.0476	0.5482	0.7404
No log	0.7042	50	0.5681	0.0388	0.5681	0.7537
No log	0.7324	52	0.7785	0.2381	0.7785	0.8823
No log	0.7606	54	0.9385	0.0843	0.9385	0.9688
No log	0.7887	56	0.7356	0.1841	0.7356	0.8577
No log	0.8169	58	0.7747	0.1351	0.7747	0.8802
No log	0.8451	60	0.9417	0.0522	0.9417	0.9704
No log	0.8732	62	1.0210	0.0159	1.0210	1.0104
No log	0.9014	64	0.7013	0.1345	0.7013	0.8374
No log	0.9296	66	0.6131	-0.0233	0.6131	0.7830
No log	0.9577	68	0.6299	-0.0159	0.6299	0.7937
No log	0.9859	70	0.5881	0.1773	0.5881	0.7669
No log	1.0141	72	0.6040	0.2308	0.6040	0.7772
No log	1.0423	74	0.5624	0.2000	0.5624	0.7500
No log	1.0704	76	0.6860	0.1913	0.6860	0.8282
No log	1.0986	78	0.9030	0.1795	0.9030	0.9502
No log	1.1268	80	0.5952	0.2000	0.5952	0.7715
No log	1.1549	82	0.5198	0.2121	0.5198	0.7210
No log	1.1831	84	0.5030	0.2593	0.5030	0.7092
No log	1.2113	86	0.5366	0.2704	0.5366	0.7325
No log	1.2394	88	0.5014	0.2941	0.5014	0.7081
No log	1.2676	90	0.5422	0.2593	0.5422	0.7364
No log	1.2958	92	0.5903	0.1475	0.5903	0.7683
No log	1.3239	94	0.5334	0.3907	0.5334	0.7303
No log	1.3521	96	0.8136	0.2000	0.8136	0.9020
No log	1.3803	98	0.7265	0.2315	0.7265	0.8524
No log	1.4085	100	0.5695	0.3292	0.5695	0.7546
No log	1.4366	102	1.2980	0.1172	1.2980	1.1393
No log	1.4648	104	1.7672	0.0581	1.7672	1.3294
No log	1.4930	106	1.3093	0.0949	1.3093	1.1443
No log	1.5211	108	0.6300	0.2081	0.6300	0.7938
No log	1.5493	110	0.6161	0.3407	0.6161	0.7850
No log	1.5775	112	0.6699	0.2075	0.6699	0.8185
No log	1.6056	114	0.6745	0.2077	0.6745	0.8213
No log	1.6338	116	0.5887	0.3508	0.5887	0.7673
No log	1.6620	118	0.6246	0.3462	0.6246	0.7903
No log	1.6901	120	0.6929	0.3267	0.6929	0.8324
No log	1.7183	122	0.7052	0.3628	0.7052	0.8398
No log	1.7465	124	0.6372	0.4286	0.6372	0.7983
No log	1.7746	126	0.6663	0.3418	0.6663	0.8163
No log	1.8028	128	0.6155	0.4605	0.6155	0.7846
No log	1.8310	130	0.6087	0.4882	0.6087	0.7802
No log	1.8592	132	0.5639	0.3892	0.5639	0.7510
No log	1.8873	134	0.9265	0.1378	0.9265	0.9626
No log	1.9155	136	0.9391	0.1389	0.9391	0.9691
No log	1.9437	138	0.4971	0.4112	0.4971	0.7050
No log	1.9718	140	0.7262	0.2294	0.7262	0.8522
No log	2.0	142	0.9429	0.1736	0.9429	0.9711
No log	2.0282	144	0.5685	0.3089	0.5685	0.7540
No log	2.0563	146	0.6814	0.2489	0.6814	0.8254
No log	2.0845	148	0.9072	0.1943	0.9072	0.9525
No log	2.1127	150	0.5940	0.3237	0.5940	0.7707
No log	2.1408	152	0.5772	0.3433	0.5772	0.7597
No log	2.1690	154	0.5978	0.2563	0.5978	0.7732
No log	2.1972	156	0.5175	0.3990	0.5175	0.7194
No log	2.2254	158	0.8595	0.1877	0.8595	0.9271
No log	2.2535	160	1.0840	0.1409	1.0840	1.0411
No log	2.2817	162	0.7134	0.2523	0.7134	0.8446
No log	2.3099	164	0.5684	0.4346	0.5684	0.7539
No log	2.3380	166	0.5613	0.4010	0.5613	0.7492
No log	2.3662	168	0.5382	0.3684	0.5382	0.7336
No log	2.3944	170	0.6354	0.3333	0.6354	0.7971
No log	2.4225	172	0.6341	0.3333	0.6341	0.7963
No log	2.4507	174	0.5847	0.3367	0.5847	0.7646
No log	2.4789	176	0.5430	0.2179	0.5430	0.7369
No log	2.5070	178	0.4936	0.25	0.4936	0.7025
No log	2.5352	180	0.6263	0.2994	0.6263	0.7914
No log	2.5634	182	0.6313	0.3191	0.6313	0.7945
No log	2.5915	184	0.5177	0.1899	0.5177	0.7195
No log	2.6197	186	0.5015	0.1206	0.5015	0.7082
No log	2.6479	188	0.5131	0.1781	0.5131	0.7163
No log	2.6761	190	0.5785	0.2749	0.5785	0.7606
No log	2.7042	192	0.5345	0.3333	0.5345	0.7311
No log	2.7324	194	0.5824	0.1915	0.5824	0.7632
No log	2.7606	196	0.5492	0.2809	0.5492	0.7411
No log	2.7887	198	0.6323	0.3684	0.6323	0.7952
No log	2.8169	200	0.6139	0.3730	0.6139	0.7835
No log	2.8451	202	0.5843	0.3089	0.5843	0.7644
No log	2.8732	204	0.6165	0.3661	0.6165	0.7852
No log	2.9014	206	0.7586	0.3702	0.7586	0.8710
No log	2.9296	208	0.9239	0.1714	0.9239	0.9612
No log	2.9577	210	1.1631	0.1579	1.1631	1.0785
No log	2.9859	212	0.9784	0.1507	0.9784	0.9891
No log	3.0141	214	0.8266	0.2941	0.8266	0.9092
No log	3.0423	216	0.6153	0.4343	0.6153	0.7844
No log	3.0704	218	0.7933	0.3058	0.7933	0.8907
No log	3.0986	220	1.1291	0.1409	1.1291	1.0626
No log	3.1268	222	1.4001	0.1015	1.4001	1.1833
No log	3.1549	224	1.1511	0.0868	1.1511	1.0729
No log	3.1831	226	0.5993	0.4229	0.5993	0.7741
No log	3.2113	228	0.8151	0.2258	0.8151	0.9028
No log	3.2394	230	0.8723	0.1870	0.8723	0.9340
No log	3.2676	232	0.5598	0.2994	0.5598	0.7482
No log	3.2958	234	0.5275	0.4033	0.5275	0.7263
No log	3.3239	236	0.5137	0.3735	0.5137	0.7167
No log	3.3521	238	0.5436	0.3149	0.5436	0.7373
No log	3.3803	240	0.6482	0.1921	0.6482	0.8051
No log	3.4085	242	0.5240	0.4074	0.5240	0.7239
No log	3.4366	244	0.6970	0.2653	0.6970	0.8348
No log	3.4648	246	0.8197	0.1276	0.8197	0.9054
No log	3.4930	248	0.6674	0.3118	0.6674	0.8169
No log	3.5211	250	0.5293	0.3292	0.5293	0.7275
No log	3.5493	252	0.5426	0.3054	0.5426	0.7366
No log	3.5775	254	0.5726	0.4098	0.5726	0.7567
No log	3.6056	256	0.7730	0.2566	0.7730	0.8792
No log	3.6338	258	0.7761	0.2566	0.7761	0.8809
No log	3.6620	260	0.6898	0.3299	0.6898	0.8305
No log	3.6901	262	0.5907	0.3520	0.5907	0.7686
No log	3.7183	264	0.5778	0.2967	0.5778	0.7602
No log	3.7465	266	0.5851	0.3478	0.5851	0.7649
No log	3.7746	268	0.7025	0.3035	0.7025	0.8382
No log	3.8028	270	0.9893	0.1661	0.9893	0.9946
No log	3.8310	272	0.9050	0.1940	0.9050	0.9513
No log	3.8592	274	0.7183	0.3131	0.7183	0.8475
No log	3.8873	276	0.5394	0.3216	0.5394	0.7345
No log	3.9155	278	0.5681	0.2558	0.5681	0.7537
No log	3.9437	280	0.5281	0.2771	0.5281	0.7267
No log	3.9718	282	0.5338	0.4404	0.5338	0.7306
No log	4.0	284	0.5587	0.4167	0.5587	0.7474
No log	4.0282	286	0.5692	0.4167	0.5692	0.7545
No log	4.0563	288	0.4957	0.3149	0.4957	0.7041
No log	4.0845	290	0.4859	0.3455	0.4859	0.6971
No log	4.1127	292	0.4848	0.3023	0.4848	0.6963
No log	4.1408	294	0.5052	0.3149	0.5052	0.7108
No log	4.1690	296	0.6365	0.4338	0.6365	0.7978
No log	4.1972	298	0.5670	0.4	0.5670	0.7530
No log	4.2254	300	0.5219	0.4400	0.5219	0.7224
No log	4.2535	302	0.5790	0.3623	0.5790	0.7609
No log	4.2817	304	0.5114	0.3333	0.5114	0.7151
No log	4.3099	306	0.5310	0.3730	0.5310	0.7287
No log	4.3380	308	0.5138	0.3478	0.5138	0.7168
No log	4.3662	310	0.5281	0.4286	0.5281	0.7267
No log	4.3944	312	0.4961	0.3103	0.4961	0.7044
No log	4.4225	314	0.5048	0.3778	0.5048	0.7105
No log	4.4507	316	0.4906	0.4083	0.4906	0.7004
No log	4.4789	318	0.5422	0.3295	0.5422	0.7364
No log	4.5070	320	0.5624	0.3258	0.5624	0.7499
No log	4.5352	322	0.4731	0.4419	0.4731	0.6878
No log	4.5634	324	0.4674	0.4353	0.4674	0.6836
No log	4.5915	326	0.5141	0.4526	0.5141	0.7170
No log	4.6197	328	0.5575	0.4526	0.5575	0.7467
No log	4.6479	330	0.5687	0.4872	0.5687	0.7541
No log	4.6761	332	0.5995	0.48	0.5995	0.7742
No log	4.7042	334	0.6790	0.2963	0.6790	0.8240
No log	4.7324	336	0.6298	0.4286	0.6298	0.7936
No log	4.7606	338	0.5414	0.4526	0.5414	0.7358
No log	4.7887	340	0.5383	0.4404	0.5383	0.7337
No log	4.8169	342	0.5514	0.4051	0.5514	0.7425
No log	4.8451	344	0.6787	0.3607	0.6787	0.8238
No log	4.8732	346	0.7227	0.2566	0.7227	0.8501
No log	4.9014	348	0.5492	0.3939	0.5492	0.7411
No log	4.9296	350	0.5324	0.4043	0.5324	0.7296
No log	4.9577	352	0.5881	0.4051	0.5881	0.7669
No log	4.9859	354	0.7041	0.4087	0.7041	0.8391
No log	5.0141	356	0.7556	0.2129	0.7556	0.8692
No log	5.0423	358	0.6225	0.4667	0.6225	0.7890
No log	5.0704	360	0.5413	0.4595	0.5413	0.7357
No log	5.0986	362	0.5400	0.4526	0.5400	0.7348
No log	5.1268	364	0.5142	0.3913	0.5142	0.7171
No log	5.1549	366	0.5406	0.4462	0.5406	0.7353
No log	5.1831	368	0.7629	0.2605	0.7629	0.8734
No log	5.2113	370	0.9568	0.2222	0.9568	0.9782
No log	5.2394	372	0.8510	0.2548	0.8510	0.9225
No log	5.2676	374	0.6319	0.4067	0.6319	0.7949
No log	5.2958	376	0.5616	0.4924	0.5616	0.7494
No log	5.3239	378	0.5371	0.4652	0.5371	0.7329
No log	5.3521	380	0.6220	0.3617	0.6220	0.7886
No log	5.3803	382	0.5843	0.3258	0.5843	0.7644
No log	5.4085	384	0.5844	0.3258	0.5844	0.7645
No log	5.4366	386	0.4829	0.4667	0.4829	0.6949
No log	5.4648	388	0.4540	0.4743	0.4540	0.6738
No log	5.4930	390	0.4892	0.4667	0.4892	0.6994
No log	5.5211	392	0.5708	0.4167	0.5708	0.7555
No log	5.5493	394	0.6348	0.4067	0.6348	0.7967
No log	5.5775	396	0.8224	0.2797	0.8224	0.9068
No log	5.6056	398	0.7557	0.3195	0.7557	0.8693
No log	5.6338	400	0.5126	0.4343	0.5126	0.7159
No log	5.6620	402	0.5076	0.4081	0.5076	0.7124
No log	5.6901	404	0.5274	0.3929	0.5274	0.7263
No log	5.7183	406	0.4571	0.5417	0.4571	0.6761
No log	5.7465	408	0.5954	0.4286	0.5954	0.7716
No log	5.7746	410	0.7142	0.3559	0.7142	0.8451
No log	5.8028	412	0.6019	0.3623	0.6019	0.7758
No log	5.8310	414	0.4589	0.4536	0.4589	0.6774
No log	5.8592	416	0.4646	0.3535	0.4646	0.6816
No log	5.8873	418	0.4563	0.4973	0.4563	0.6755
No log	5.9155	420	0.4519	0.4743	0.4519	0.6722
No log	5.9437	422	0.5435	0.3862	0.5435	0.7372
No log	5.9718	424	0.6706	0.4286	0.6706	0.8189
No log	6.0	426	0.6182	0.3575	0.6182	0.7862
No log	6.0282	428	0.4905	0.3735	0.4905	0.7003
No log	6.0563	430	0.4570	0.4353	0.4570	0.6760
No log	6.0845	432	0.4566	0.3810	0.4566	0.6757
No log	6.1127	434	0.4594	0.4743	0.4594	0.6778
No log	6.1408	436	0.4612	0.4743	0.4612	0.6791
No log	6.1690	438	0.4668	0.4033	0.4668	0.6832
No log	6.1972	440	0.4696	0.4033	0.4696	0.6853
No log	6.2254	442	0.4740	0.4033	0.4740	0.6885
No log	6.2535	444	0.5119	0.4667	0.5119	0.7155
No log	6.2817	446	0.6612	0.4123	0.6612	0.8131
No log	6.3099	448	0.6891	0.3665	0.6891	0.8301
No log	6.3380	450	0.6108	0.4171	0.6108	0.7815
No log	6.3662	452	0.5288	0.4872	0.5288	0.7272
No log	6.3944	454	0.4827	0.4743	0.4827	0.6947
No log	6.4225	456	0.4795	0.4743	0.4795	0.6925
No log	6.4507	458	0.5460	0.5	0.5460	0.7389
No log	6.4789	460	0.5995	0.4346	0.5995	0.7743
No log	6.5070	462	0.5346	0.4652	0.5346	0.7312
No log	6.5352	464	0.4601	0.4607	0.4601	0.6783
No log	6.5634	466	0.4589	0.4091	0.4589	0.6774
No log	6.5915	468	0.4641	0.4607	0.4641	0.6813
No log	6.6197	470	0.5218	0.4526	0.5218	0.7224
No log	6.6479	472	0.6421	0.3433	0.6421	0.8013
No log	6.6761	474	0.6422	0.3433	0.6422	0.8014
No log	6.7042	476	0.5429	0.4526	0.5429	0.7368
No log	6.7324	478	0.4715	0.4607	0.4715	0.6867
No log	6.7606	480	0.4756	0.4764	0.4756	0.6897
No log	6.7887	482	0.4741	0.4348	0.4741	0.6885
No log	6.8169	484	0.5294	0.4404	0.5294	0.7276
No log	6.8451	486	0.6662	0.4286	0.6662	0.8162
No log	6.8732	488	0.7733	0.2829	0.7733	0.8794
No log	6.9014	490	0.7278	0.3092	0.7278	0.8531
No log	6.9296	492	0.6023	0.3892	0.6023	0.7761
No log	6.9577	494	0.5991	0.4343	0.5991	0.7740
No log	6.9859	496	0.5924	0.4343	0.5924	0.7697
No log	7.0141	498	0.5351	0.4404	0.5351	0.7315
0.3971	7.0423	500	0.4844	0.5	0.4844	0.6960
0.3971	7.0704	502	0.4803	0.4872	0.4803	0.6930
0.3971	7.0986	504	0.5036	0.4468	0.5036	0.7097
0.3971	7.1268	506	0.6068	0.4167	0.6068	0.7789
0.3971	7.1549	508	0.8252	0.2481	0.8252	0.9084
0.3971	7.1831	510	0.9228	0.2509	0.9228	0.9606
0.3971	7.2113	512	0.8212	0.2812	0.8212	0.9062
0.3971	7.2394	514	0.6068	0.4112	0.6068	0.7790
0.3971	7.2676	516	0.5138	0.4468	0.5138	0.7168
0.3971	7.2958	518	0.4670	0.4536	0.4670	0.6833
0.3971	7.3239	520	0.4697	0.4536	0.4697	0.6853
0.3971	7.3521	522	0.4997	0.4162	0.4997	0.7069
0.3971	7.3803	524	0.5216	0.4225	0.5216	0.7222
0.3971	7.4085	526	0.4870	0.4350	0.4870	0.6978
0.3971	7.4366	528	0.4920	0.4350	0.4920	0.7014
0.3971	7.4648	530	0.5137	0.3636	0.5137	0.7167
0.3971	7.4930	532	0.5021	0.3563	0.5021	0.7086
0.3971	7.5211	534	0.4984	0.4350	0.4984	0.7060
0.3971	7.5493	536	0.4948	0.4350	0.4948	0.7034
0.3971	7.5775	538	0.4887	0.4350	0.4887	0.6991
0.3971	7.6056	540	0.4870	0.4667	0.4870	0.6978
0.3971	7.6338	542	0.5235	0.4167	0.5235	0.7236
0.3971	7.6620	544	0.5410	0.4518	0.5410	0.7355
0.3971	7.6901	546	0.5428	0.4518	0.5428	0.7367
0.3971	7.7183	548	0.5519	0.4518	0.5519	0.7429
0.3971	7.7465	550	0.5584	0.4455	0.5584	0.7473
0.3971	7.7746	552	0.5220	0.4225	0.5220	0.7225
0.3971	7.8028	554	0.5013	0.4468	0.5013	0.7080
0.3971	7.8310	556	0.4819	0.4536	0.4819	0.6942
0.3971	7.8592	558	0.4981	0.4162	0.4981	0.7058
0.3971	7.8873	560	0.5263	0.4286	0.5263	0.7255
0.3971	7.9155	562	0.5504	0.4286	0.5504	0.7419
0.3971	7.9437	564	0.5645	0.4167	0.5645	0.7513
0.3971	7.9718	566	0.5576	0.4225	0.5576	0.7468
0.3971	8.0	568	0.5525	0.4225	0.5525	0.7433
0.3971	8.0282	570	0.5484	0.4225	0.5484	0.7405
0.3971	8.0563	572	0.5225	0.4286	0.5225	0.7228
0.3971	8.0845	574	0.5421	0.4225	0.5421	0.7363
0.3971	8.1127	576	0.5652	0.4167	0.5652	0.7518
0.3971	8.1408	578	0.5448	0.4225	0.5448	0.7381
0.3971	8.1690	580	0.4979	0.4162	0.4979	0.7056
0.3971	8.1972	582	0.4710	0.4536	0.4710	0.6863
0.3971	8.2254	584	0.4663	0.4157	0.4663	0.6829
0.3971	8.2535	586	0.4682	0.4536	0.4682	0.6842
0.3971	8.2817	588	0.4813	0.4286	0.4813	0.6938
0.3971	8.3099	590	0.4955	0.4286	0.4955	0.7040
0.3971	8.3380	592	0.5163	0.3520	0.5163	0.7185
0.3971	8.3662	594	0.5204	0.4286	0.5204	0.7214
0.3971	8.3944	596	0.5138	0.4286	0.5138	0.7168
0.3971	8.4225	598	0.4824	0.4595	0.4824	0.6945
0.3971	8.4507	600	0.4744	0.4595	0.4744	0.6888
0.3971	8.4789	602	0.4749	0.4595	0.4749	0.6891
0.3971	8.5070	604	0.4824	0.4595	0.4824	0.6946
0.3971	8.5352	606	0.5101	0.4462	0.5101	0.7142
0.3971	8.5634	608	0.5428	0.4518	0.5428	0.7368
0.3971	8.5915	610	0.5487	0.4455	0.5487	0.7408
0.3971	8.6197	612	0.5340	0.4518	0.5340	0.7308
0.3971	8.6479	614	0.5083	0.4526	0.5083	0.7130
0.3971	8.6761	616	0.4876	0.4526	0.4876	0.6983
0.3971	8.7042	618	0.4713	0.4157	0.4713	0.6865
0.3971	8.7324	620	0.4611	0.4033	0.4611	0.6790
0.3971	8.7606	622	0.4575	0.4783	0.4575	0.6764
0.3971	8.7887	624	0.4598	0.4033	0.4598	0.6781
0.3971	8.8169	626	0.4578	0.4783	0.4578	0.6766
0.3971	8.8451	628	0.4597	0.4033	0.4597	0.6780
0.3971	8.8732	630	0.4669	0.4157	0.4669	0.6833
0.3971	8.9014	632	0.4769	0.4157	0.4769	0.6906
0.3971	8.9296	634	0.4888	0.4667	0.4888	0.6991
0.3971	8.9577	636	0.4927	0.4350	0.4927	0.7019
0.3971	8.9859	638	0.4883	0.4350	0.4883	0.6988
0.3971	9.0141	640	0.4757	0.4536	0.4757	0.6897
0.3971	9.0423	642	0.4689	0.4157	0.4689	0.6848
0.3971	9.0704	644	0.4602	0.4157	0.4602	0.6784
0.3971	9.0986	646	0.4615	0.4157	0.4615	0.6793
0.3971	9.1268	648	0.4704	0.4157	0.4704	0.6858
0.3971	9.1549	650	0.4785	0.4536	0.4785	0.6917
0.3971	9.1831	652	0.4829	0.4536	0.4829	0.6949
0.3971	9.2113	654	0.4807	0.4536	0.4807	0.6933
0.3971	9.2394	656	0.4749	0.4536	0.4749	0.6892
0.3971	9.2676	658	0.4779	0.4536	0.4779	0.6913
0.3971	9.2958	660	0.4849	0.4536	0.4849	0.6963
0.3971	9.3239	662	0.4907	0.4468	0.4907	0.7005
0.3971	9.3521	664	0.4947	0.4162	0.4947	0.7033
0.3971	9.3803	666	0.4871	0.4536	0.4871	0.6979
0.3971	9.4085	668	0.4748	0.4536	0.4748	0.6890
0.3971	9.4366	670	0.4615	0.4157	0.4615	0.6794
0.3971	9.4648	672	0.4567	0.4157	0.4567	0.6758
0.3971	9.4930	674	0.4569	0.4157	0.4569	0.6759
0.3971	9.5211	676	0.4589	0.4157	0.4589	0.6774
0.3971	9.5493	678	0.4607	0.4157	0.4607	0.6787
0.3971	9.5775	680	0.4617	0.4157	0.4617	0.6795
0.3971	9.6056	682	0.4623	0.4157	0.4623	0.6799
0.3971	9.6338	684	0.4604	0.4157	0.4604	0.6785
0.3971	9.6620	686	0.4592	0.4157	0.4592	0.6777
0.3971	9.6901	688	0.4594	0.4157	0.4594	0.6778
0.3971	9.7183	690	0.4614	0.4157	0.4614	0.6793
0.3971	9.7465	692	0.4628	0.4157	0.4628	0.6803
0.3971	9.7746	694	0.4625	0.4157	0.4625	0.6801
0.3971	9.8028	696	0.4619	0.4157	0.4619	0.6796
0.3971	9.8310	698	0.4616	0.4157	0.4616	0.6794
0.3971	9.8592	700	0.4615	0.4157	0.4615	0.6794
0.3971	9.8873	702	0.4625	0.4157	0.4625	0.6801
0.3971	9.9155	704	0.4638	0.4157	0.4638	0.6810
0.3971	9.9437	706	0.4650	0.4157	0.4650	0.6819
0.3971	9.9718	708	0.4654	0.4157	0.4654	0.6822
0.3971	10.0	710	0.4655	0.4157	0.4655	0.6823

Framework versions

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