ArabicNewSplits5_FineTuningAraBERT_run3_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: 0.5357
• Qwk: 0.3636
• Mse: 0.5357
• Rmse: 0.7319

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	3.2681	0.0013	3.2681	1.8078
No log	0.0563	4	1.5812	0.0255	1.5812	1.2575
No log	0.0845	6	1.1687	0.0038	1.1687	1.0811
No log	0.1127	8	2.1620	0.0270	2.1620	1.4704
No log	0.1408	10	1.8809	0.0061	1.8809	1.3715
No log	0.1690	12	1.1514	0.0	1.1514	1.0731
No log	0.1972	14	0.8183	0.0288	0.8183	0.9046
No log	0.2254	16	0.7730	0.0427	0.7730	0.8792
No log	0.2535	18	0.9135	-0.0233	0.9135	0.9558
No log	0.2817	20	1.1605	0.0	1.1605	1.0773
No log	0.3099	22	1.3447	0.0	1.3447	1.1596
No log	0.3380	24	1.2903	0.0	1.2903	1.1359
No log	0.3662	26	1.1408	0.0	1.1408	1.0681
No log	0.3944	28	1.0389	0.0	1.0389	1.0192
No log	0.4225	30	0.8731	-0.0120	0.8731	0.9344
No log	0.4507	32	0.7370	0.2549	0.7370	0.8585
No log	0.4789	34	0.8141	0.1055	0.8141	0.9023
No log	0.5070	36	0.8966	0.0370	0.8966	0.9469
No log	0.5352	38	0.9248	0.0843	0.9248	0.9617
No log	0.5634	40	1.1534	0.0	1.1534	1.0739
No log	0.5915	42	2.4509	0.0400	2.4509	1.5655
No log	0.6197	44	2.8092	0.0616	2.8092	1.6761
No log	0.6479	46	2.4051	0.0691	2.4051	1.5508
No log	0.6761	48	1.5622	0.0	1.5622	1.2499
No log	0.7042	50	0.6782	-0.0314	0.6782	0.8235
No log	0.7324	52	0.6058	-0.0159	0.6058	0.7784
No log	0.7606	54	0.6356	-0.1111	0.6356	0.7972
No log	0.7887	56	0.9550	0.0843	0.9550	0.9772
No log	0.8169	58	1.3432	0.0345	1.3432	1.1590
No log	0.8451	60	1.7782	-0.0101	1.7782	1.3335
No log	0.8732	62	1.6335	-0.0070	1.6335	1.2781
No log	0.9014	64	1.2145	0.0	1.2145	1.1020
No log	0.9296	66	0.9472	0.0698	0.9472	0.9733
No log	0.9577	68	0.7603	0.1919	0.7603	0.8720
No log	0.9859	70	0.8044	0.2000	0.8044	0.8969
No log	1.0141	72	1.4731	0.1010	1.4731	1.2137
No log	1.0423	74	1.6261	0.0881	1.6261	1.2752
No log	1.0704	76	1.0514	0.1931	1.0514	1.0254
No log	1.0986	78	0.6922	0.1445	0.6922	0.8320
No log	1.1268	80	0.7123	0.1186	0.7123	0.8440
No log	1.1549	82	1.2918	0.0073	1.2918	1.1366
No log	1.1831	84	1.6575	-0.0101	1.6575	1.2875
No log	1.2113	86	1.1682	0.0118	1.1682	1.0808
No log	1.2394	88	0.8629	0.0717	0.8629	0.9289
No log	1.2676	90	0.7560	0.2464	0.7560	0.8695
No log	1.2958	92	0.9885	0.0667	0.9885	0.9942
No log	1.3239	94	2.0857	0.0727	2.0857	1.4442
No log	1.3521	96	2.8483	0.0622	2.8483	1.6877
No log	1.3803	98	2.4550	0.0672	2.4550	1.5669
No log	1.4085	100	1.5642	0.0	1.5642	1.2507
No log	1.4366	102	0.9055	0.0617	0.9055	0.9516
No log	1.4648	104	0.5606	0.0145	0.5606	0.7487
No log	1.4930	106	0.5553	-0.0370	0.5553	0.7452
No log	1.5211	108	0.6911	0.2637	0.6911	0.8313
No log	1.5493	110	0.8162	0.2000	0.8162	0.9034
No log	1.5775	112	1.1857	0.0345	1.1857	1.0889
No log	1.6056	114	1.3862	0.0345	1.3862	1.1773
No log	1.6338	116	1.0580	0.1165	1.0580	1.0286
No log	1.6620	118	0.6591	0.2919	0.6591	0.8119
No log	1.6901	120	0.7569	0.2676	0.7569	0.8700
No log	1.7183	122	0.9316	0.2281	0.9316	0.9652
No log	1.7465	124	0.9855	0.1730	0.9855	0.9927
No log	1.7746	126	1.0726	0.0916	1.0726	1.0357
No log	1.8028	128	1.3122	0.0968	1.3122	1.1455
No log	1.8310	130	1.1062	0.0916	1.1062	1.0517
No log	1.8592	132	0.7852	0.2811	0.7852	0.8861
No log	1.8873	134	0.6242	0.1414	0.6242	0.7901
No log	1.9155	136	0.6738	0.3103	0.6738	0.8209
No log	1.9437	138	0.6371	0.2081	0.6371	0.7982
No log	1.9718	140	0.6301	0.3077	0.6301	0.7938
No log	2.0	142	0.6667	0.2536	0.6667	0.8165
No log	2.0282	144	0.5783	0.0899	0.5783	0.7605
No log	2.0563	146	0.7644	0.2676	0.7644	0.8743
No log	2.0845	148	0.7468	0.2074	0.7468	0.8642
No log	2.1127	150	0.6310	0.3704	0.6310	0.7943
No log	2.1408	152	0.7359	0.3180	0.7359	0.8578
No log	2.1690	154	0.9236	0.3303	0.9236	0.9611
No log	2.1972	156	0.8153	0.2877	0.8153	0.9029
No log	2.2254	158	0.6185	0.3116	0.6185	0.7865
No log	2.2535	160	1.1513	0.1396	1.1513	1.0730
No log	2.2817	162	1.5255	0.0194	1.5255	1.2351
No log	2.3099	164	1.0105	0.1686	1.0105	1.0052
No log	2.3380	166	0.6878	0.2986	0.6878	0.8293
No log	2.3662	168	1.4200	0.1053	1.4200	1.1916
No log	2.3944	170	1.5763	0.0654	1.5763	1.2555
No log	2.4225	172	1.1156	0.1730	1.1156	1.0562
No log	2.4507	174	0.5939	0.3016	0.5939	0.7707
No log	2.4789	176	0.5895	0.2169	0.5895	0.7678
No log	2.5070	178	0.5799	0.1746	0.5799	0.7615
No log	2.5352	180	0.5818	0.2609	0.5818	0.7627
No log	2.5634	182	1.0302	0.1392	1.0302	1.0150
No log	2.5915	184	1.2753	0.0745	1.2753	1.1293
No log	2.6197	186	1.0371	0.1392	1.0371	1.0184
No log	2.6479	188	0.6224	0.2165	0.6224	0.7889
No log	2.6761	190	0.6689	0.2245	0.6689	0.8179
No log	2.7042	192	0.9025	0.1347	0.9025	0.9500
No log	2.7324	194	0.7385	0.2709	0.7385	0.8594
No log	2.7606	196	0.5882	0.2157	0.5882	0.7670
No log	2.7887	198	0.8515	0.2963	0.8515	0.9228
No log	2.8169	200	1.0116	0.1464	1.0116	1.0058
No log	2.8451	202	0.7740	0.2830	0.7740	0.8798
No log	2.8732	204	0.7105	0.2780	0.7105	0.8429
No log	2.9014	206	0.5590	0.2746	0.5590	0.7477
No log	2.9296	208	0.5794	0.2842	0.5794	0.7612
No log	2.9577	210	0.6451	0.2000	0.6451	0.8032
No log	2.9859	212	0.6254	0.2577	0.6254	0.7908
No log	3.0141	214	0.5801	0.3769	0.5801	0.7617
No log	3.0423	216	0.5689	0.3814	0.5689	0.7543
No log	3.0704	218	0.6320	0.2086	0.6320	0.7950
No log	3.0986	220	0.7282	0.2442	0.7282	0.8534
No log	3.1268	222	0.7068	0.2150	0.7068	0.8407
No log	3.1549	224	0.6216	0.3161	0.6216	0.7884
No log	3.1831	226	0.5626	0.3978	0.5626	0.7501
No log	3.2113	228	0.5222	0.3089	0.5222	0.7226
No log	3.2394	230	0.5396	0.2609	0.5396	0.7346
No log	3.2676	232	0.6660	0.3171	0.6660	0.8161
No log	3.2958	234	0.9053	0.2203	0.9053	0.9515
No log	3.3239	236	0.8620	0.25	0.8620	0.9284
No log	3.3521	238	0.6174	0.2577	0.6174	0.7857
No log	3.3803	240	0.6073	0.2457	0.6073	0.7793
No log	3.4085	242	0.5966	0.2626	0.5966	0.7724
No log	3.4366	244	0.6510	0.3200	0.6510	0.8068
No log	3.4648	246	0.6152	0.3927	0.6152	0.7843
No log	3.4930	248	0.5703	0.2832	0.5703	0.7552
No log	3.5211	250	0.5719	0.2832	0.5719	0.7562
No log	3.5493	252	0.5862	0.2281	0.5862	0.7656
No log	3.5775	254	0.5912	0.2644	0.5912	0.7689
No log	3.6056	256	0.6065	0.1913	0.6065	0.7787
No log	3.6338	258	0.7184	0.1568	0.7184	0.8476
No log	3.6620	260	0.7204	0.1568	0.7204	0.8488
No log	3.6901	262	0.6263	0.1429	0.6263	0.7914
No log	3.7183	264	0.6406	0.2370	0.6406	0.8004
No log	3.7465	266	0.6276	0.2000	0.6276	0.7922
No log	3.7746	268	0.6643	0.1285	0.6643	0.8150
No log	3.8028	270	0.6237	0.1364	0.6237	0.7897
No log	3.8310	272	0.6327	0.1264	0.6327	0.7954
No log	3.8592	274	0.7093	0.1913	0.7093	0.8422
No log	3.8873	276	0.6211	0.2444	0.6211	0.7881
No log	3.9155	278	0.5910	0.2941	0.5910	0.7687
No log	3.9437	280	0.5429	0.3520	0.5429	0.7368
No log	3.9718	282	0.5381	0.3292	0.5381	0.7335
No log	4.0	284	0.5281	0.3182	0.5281	0.7267
No log	4.0282	286	0.6349	0.2081	0.6349	0.7968
No log	4.0563	288	0.7844	0.2075	0.7844	0.8857
No log	4.0845	290	0.6721	0.2621	0.6721	0.8198
No log	4.1127	292	0.5318	0.4343	0.5318	0.7293
No log	4.1408	294	0.5521	0.4732	0.5521	0.7430
No log	4.1690	296	0.6597	0.2536	0.6597	0.8122
No log	4.1972	298	0.7087	0.1921	0.7087	0.8418
No log	4.2254	300	0.5951	0.3645	0.5951	0.7714
No log	4.2535	302	0.6045	0.25	0.6045	0.7775
No log	4.2817	304	0.6771	0.2390	0.6771	0.8229
No log	4.3099	306	0.6437	0.2245	0.6437	0.8023
No log	4.3380	308	0.5757	0.3089	0.5757	0.7587
No log	4.3662	310	0.6195	0.3301	0.6195	0.7871
No log	4.3944	312	0.6413	0.2893	0.6413	0.8008
No log	4.4225	314	0.6115	0.3171	0.6115	0.7820
No log	4.4507	316	0.6344	0.2000	0.6344	0.7965
No log	4.4789	318	0.6365	0.1691	0.6365	0.7978
No log	4.5070	320	0.7278	0.2536	0.7278	0.8531
No log	4.5352	322	0.8598	0.1579	0.8598	0.9273
No log	4.5634	324	0.8532	0.1931	0.8532	0.9237
No log	4.5915	326	0.7197	0.2536	0.7197	0.8483
No log	4.6197	328	0.6508	0.2308	0.6508	0.8067
No log	4.6479	330	0.7413	0.2381	0.7413	0.8610
No log	4.6761	332	0.7129	0.2077	0.7129	0.8443
No log	4.7042	334	0.5838	0.2746	0.5838	0.7640
No log	4.7324	336	0.5824	0.2994	0.5824	0.7631
No log	4.7606	338	0.5740	0.3054	0.5740	0.7576
No log	4.7887	340	0.5460	0.4356	0.5460	0.7390
No log	4.8169	342	0.5397	0.4682	0.5397	0.7347
No log	4.8451	344	0.5513	0.4023	0.5513	0.7425
No log	4.8732	346	0.5551	0.4023	0.5551	0.7451
No log	4.9014	348	0.5379	0.3659	0.5379	0.7334
No log	4.9296	350	0.5393	0.3924	0.5393	0.7344
No log	4.9577	352	0.5327	0.4146	0.5327	0.7299
No log	4.9859	354	0.5381	0.4353	0.5381	0.7336
No log	5.0141	356	0.5526	0.2688	0.5526	0.7434
No log	5.0423	358	0.5811	0.2410	0.5811	0.7623
No log	5.0704	360	0.5618	0.2593	0.5618	0.7496
No log	5.0986	362	0.5733	0.2593	0.5733	0.7572
No log	5.1268	364	0.5891	0.2410	0.5891	0.7675
No log	5.1549	366	0.5348	0.4043	0.5348	0.7313
No log	5.1831	368	0.5515	0.3508	0.5515	0.7426
No log	5.2113	370	0.6267	0.1414	0.6267	0.7916
No log	5.2394	372	0.6023	0.1475	0.6023	0.7761
No log	5.2676	374	0.5254	0.4222	0.5254	0.7248
No log	5.2958	376	0.5138	0.2727	0.5138	0.7168
No log	5.3239	378	0.5207	0.3208	0.5207	0.7216
No log	5.3521	380	0.5061	0.3412	0.5061	0.7114
No log	5.3803	382	0.5232	0.2405	0.5232	0.7233
No log	5.4085	384	0.5365	0.1905	0.5365	0.7325
No log	5.4366	386	0.5202	0.2405	0.5202	0.7213
No log	5.4648	388	0.5243	0.3208	0.5243	0.7241
No log	5.4930	390	0.5904	0.3000	0.5904	0.7684
No log	5.5211	392	0.5920	0.3757	0.5920	0.7694
No log	5.5493	394	0.5354	0.3684	0.5354	0.7317
No log	5.5775	396	0.5626	0.2917	0.5626	0.7501
No log	5.6056	398	0.6046	0.2865	0.6046	0.7775
No log	5.6338	400	0.5611	0.1913	0.5611	0.7491
No log	5.6620	402	0.5482	0.3966	0.5482	0.7404
No log	5.6901	404	0.5995	0.2727	0.5995	0.7743
No log	5.7183	406	0.5853	0.2857	0.5853	0.7650
No log	5.7465	408	0.5339	0.3778	0.5339	0.7307
No log	5.7746	410	0.5340	0.1905	0.5340	0.7307
No log	5.8028	412	0.5345	0.1813	0.5345	0.7311
No log	5.8310	414	0.5287	0.2941	0.5287	0.7271
No log	5.8592	416	0.5337	0.2941	0.5337	0.7306
No log	5.8873	418	0.5535	0.1186	0.5535	0.7440
No log	5.9155	420	0.5746	0.1828	0.5746	0.7580
No log	5.9437	422	0.5683	0.1475	0.5683	0.7539
No log	5.9718	424	0.5575	0.2179	0.5575	0.7466
No log	6.0	426	0.5592	0.2527	0.5592	0.7478
No log	6.0282	428	0.5456	0.4286	0.5456	0.7386
No log	6.0563	430	0.5415	0.4350	0.5415	0.7359
No log	6.0845	432	0.5535	0.1724	0.5535	0.7440
No log	6.1127	434	0.6360	0.2563	0.6360	0.7975
No log	6.1408	436	0.7744	0.2157	0.7744	0.8800
No log	6.1690	438	0.7751	0.2239	0.7751	0.8804
No log	6.1972	440	0.6674	0.2653	0.6674	0.8169
No log	6.2254	442	0.5985	0.2513	0.5985	0.7736
No log	6.2535	444	0.5541	0.3103	0.5541	0.7444
No log	6.2817	446	0.5413	0.3086	0.5413	0.7357
No log	6.3099	448	0.5499	0.3086	0.5499	0.7415
No log	6.3380	450	0.5910	0.1823	0.5910	0.7687
No log	6.3662	452	0.6439	0.2513	0.6439	0.8024
No log	6.3944	454	0.7301	0.2081	0.7301	0.8545
No log	6.4225	456	0.7323	0.1600	0.7323	0.8557
No log	6.4507	458	0.6706	0.2000	0.6706	0.8189
No log	6.4789	460	0.5985	0.1746	0.5985	0.7736
No log	6.5070	462	0.5776	0.2350	0.5776	0.7600
No log	6.5352	464	0.5859	0.2258	0.5859	0.7654
No log	6.5634	466	0.6082	0.2083	0.6082	0.7799
No log	6.5915	468	0.6164	0.1590	0.6164	0.7851
No log	6.6197	470	0.6040	0.1590	0.6040	0.7772
No log	6.6479	472	0.5811	0.2593	0.5811	0.7623
No log	6.6761	474	0.5589	0.2994	0.5589	0.7476
No log	6.7042	476	0.5761	0.2083	0.5761	0.7590
No log	6.7324	478	0.5762	0.2083	0.5762	0.7591
No log	6.7606	480	0.5555	0.3730	0.5555	0.7453
No log	6.7887	482	0.5398	0.4157	0.5398	0.7347
No log	6.8169	484	0.5445	0.3797	0.5445	0.7379
No log	6.8451	486	0.5845	0.2323	0.5845	0.7646
No log	6.8732	488	0.6178	0.2850	0.6178	0.7860
No log	6.9014	490	0.6091	0.2239	0.6091	0.7804
No log	6.9296	492	0.5581	0.2787	0.5581	0.7471
No log	6.9577	494	0.5208	0.3882	0.5208	0.7217
No log	6.9859	496	0.5155	0.3253	0.5155	0.7180
No log	7.0141	498	0.5166	0.3684	0.5166	0.7187
0.4562	7.0423	500	0.5101	0.3953	0.5101	0.7142
0.4562	7.0704	502	0.5256	0.3966	0.5256	0.7250
0.4562	7.0986	504	0.5285	0.3563	0.5285	0.7270
0.4562	7.1268	506	0.5368	0.3898	0.5368	0.7327
0.4562	7.1549	508	0.5315	0.3563	0.5315	0.7291
0.4562	7.1831	510	0.5318	0.3563	0.5318	0.7293
0.4562	7.2113	512	0.5341	0.3563	0.5341	0.7308
0.4562	7.2394	514	0.5543	0.3548	0.5543	0.7445
0.4562	7.2676	516	0.5780	0.3231	0.5780	0.7603
0.4562	7.2958	518	0.5652	0.3231	0.5652	0.7518
0.4562	7.3239	520	0.5495	0.3224	0.5495	0.7413
0.4562	7.3521	522	0.5318	0.3563	0.5318	0.7292
0.4562	7.3803	524	0.5181	0.4286	0.5181	0.7198
0.4562	7.4085	526	0.5164	0.3953	0.5164	0.7186
0.4562	7.4366	528	0.5299	0.3563	0.5299	0.7280
0.4562	7.4648	530	0.5774	0.2637	0.5774	0.7599
0.4562	7.4930	532	0.6171	0.2871	0.6171	0.7855
0.4562	7.5211	534	0.6226	0.2871	0.6226	0.7890
0.4562	7.5493	536	0.6137	0.2850	0.6137	0.7834
0.4562	7.5775	538	0.5620	0.2637	0.5620	0.7496
0.4562	7.6056	540	0.5156	0.4475	0.5156	0.7180
0.4562	7.6338	542	0.5054	0.3953	0.5054	0.7109
0.4562	7.6620	544	0.5042	0.3953	0.5042	0.7101
0.4562	7.6901	546	0.5076	0.3829	0.5076	0.7125
0.4562	7.7183	548	0.5263	0.4222	0.5263	0.7255
0.4562	7.7465	550	0.5355	0.3661	0.5355	0.7318
0.4562	7.7746	552	0.5497	0.3231	0.5497	0.7414
0.4562	7.8028	554	0.5778	0.2871	0.5778	0.7601
0.4562	7.8310	556	0.5850	0.2871	0.5850	0.7649
0.4562	7.8592	558	0.5767	0.2549	0.5767	0.7594
0.4562	7.8873	560	0.5582	0.2593	0.5582	0.7471
0.4562	7.9155	562	0.5436	0.3661	0.5436	0.7373
0.4562	7.9437	564	0.5450	0.3778	0.5450	0.7383
0.4562	7.9718	566	0.5410	0.2644	0.5410	0.7356
0.4562	8.0	568	0.5354	0.3757	0.5354	0.7317
0.4562	8.0282	570	0.5258	0.3533	0.5258	0.7251
0.4562	8.0563	572	0.5295	0.3882	0.5295	0.7276
0.4562	8.0845	574	0.5394	0.3073	0.5394	0.7345
0.4562	8.1127	576	0.5392	0.3073	0.5392	0.7343
0.4562	8.1408	578	0.5476	0.2542	0.5476	0.7400
0.4562	8.1690	580	0.5517	0.2787	0.5517	0.7428
0.4562	8.1972	582	0.5396	0.3073	0.5396	0.7346
0.4562	8.2254	584	0.5321	0.3757	0.5321	0.7295
0.4562	8.2535	586	0.5289	0.3757	0.5289	0.7272
0.4562	8.2817	588	0.5200	0.3953	0.5200	0.7211
0.4562	8.3099	590	0.5189	0.3953	0.5189	0.7203
0.4562	8.3380	592	0.5196	0.3953	0.5196	0.7208
0.4562	8.3662	594	0.5290	0.3073	0.5290	0.7273
0.4562	8.3944	596	0.5360	0.3846	0.5360	0.7321
0.4562	8.4225	598	0.5366	0.3846	0.5366	0.7325
0.4562	8.4507	600	0.5434	0.3508	0.5434	0.7372
0.4562	8.4789	602	0.5532	0.3508	0.5532	0.7438
0.4562	8.5070	604	0.5648	0.2842	0.5648	0.7515
0.4562	8.5352	606	0.5600	0.2842	0.5600	0.7484
0.4562	8.5634	608	0.5388	0.3508	0.5388	0.7340
0.4562	8.5915	610	0.5174	0.3636	0.5174	0.7193
0.4562	8.6197	612	0.5105	0.3829	0.5105	0.7145
0.4562	8.6479	614	0.5113	0.4157	0.5113	0.7150
0.4562	8.6761	616	0.5140	0.3966	0.5140	0.7170
0.4562	8.7042	618	0.5147	0.3966	0.5147	0.7174
0.4562	8.7324	620	0.5244	0.3508	0.5244	0.7242
0.4562	8.7606	622	0.5453	0.3010	0.5453	0.7385
0.4562	8.7887	624	0.5594	0.2637	0.5594	0.7480
0.4562	8.8169	626	0.5681	0.2637	0.5681	0.7537
0.4562	8.8451	628	0.5608	0.2637	0.5608	0.7489
0.4562	8.8732	630	0.5495	0.3010	0.5495	0.7412
0.4562	8.9014	632	0.5328	0.2893	0.5328	0.7300
0.4562	8.9296	634	0.5196	0.4595	0.5196	0.7208
0.4562	8.9577	636	0.5187	0.4595	0.5187	0.7202
0.4562	8.9859	638	0.5206	0.4286	0.5206	0.7215
0.4562	9.0141	640	0.5242	0.3617	0.5242	0.7240
0.4562	9.0423	642	0.5195	0.4413	0.5195	0.7207
0.4562	9.0704	644	0.5164	0.4413	0.5164	0.7186
0.4562	9.0986	646	0.5176	0.4413	0.5176	0.7194
0.4562	9.1268	648	0.5213	0.4413	0.5213	0.7220
0.4562	9.1549	650	0.5195	0.4413	0.5195	0.7208
0.4562	9.1831	652	0.5183	0.3636	0.5183	0.7199
0.4562	9.2113	654	0.5192	0.3636	0.5192	0.7206
0.4562	9.2394	656	0.5209	0.3636	0.5209	0.7217
0.4562	9.2676	658	0.5205	0.3757	0.5205	0.7215
0.4562	9.2958	660	0.5218	0.3757	0.5218	0.7224
0.4562	9.3239	662	0.5231	0.3636	0.5231	0.7233
0.4562	9.3521	664	0.5286	0.3636	0.5286	0.7270
0.4562	9.3803	666	0.5321	0.3636	0.5321	0.7295
0.4562	9.4085	668	0.5374	0.3730	0.5374	0.7331
0.4562	9.4366	670	0.5431	0.3333	0.5431	0.7370
0.4562	9.4648	672	0.5522	0.25	0.5522	0.7431
0.4562	9.4930	674	0.5549	0.2821	0.5549	0.7449
0.4562	9.5211	676	0.5523	0.25	0.5523	0.7432
0.4562	9.5493	678	0.5510	0.2688	0.5510	0.7423
0.4562	9.5775	680	0.5480	0.2688	0.5480	0.7403
0.4562	9.6056	682	0.5459	0.2688	0.5459	0.7389
0.4562	9.6338	684	0.5448	0.2787	0.5448	0.7381
0.4562	9.6620	686	0.5428	0.3333	0.5428	0.7367
0.4562	9.6901	688	0.5411	0.3333	0.5411	0.7356
0.4562	9.7183	690	0.5379	0.2644	0.5379	0.7334
0.4562	9.7465	692	0.5342	0.3636	0.5342	0.7309
0.4562	9.7746	694	0.5328	0.3636	0.5328	0.7299
0.4562	9.8028	696	0.5323	0.3636	0.5323	0.7296
0.4562	9.8310	698	0.5323	0.3636	0.5323	0.7296
0.4562	9.8592	700	0.5326	0.3636	0.5326	0.7298
0.4562	9.8873	702	0.5335	0.3636	0.5335	0.7304
0.4562	9.9155	704	0.5343	0.3636	0.5343	0.7310
0.4562	9.9437	706	0.5350	0.3636	0.5350	0.7315
0.4562	9.9718	708	0.5356	0.3636	0.5356	0.7318
0.4562	10.0	710	0.5357	0.3636	0.5357	0.7319

Framework versions

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