ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k15_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: 0.6736
• Qwk: 0.3214
• Mse: 0.6736
• Rmse: 0.8207

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	0.0267	2	3.0243	0.0029	3.0243	1.7391
No log	0.0533	4	1.8107	0.0303	1.8107	1.3456
No log	0.08	6	1.2285	0.0677	1.2285	1.1084
No log	0.1067	8	0.6913	-0.0556	0.6913	0.8314
No log	0.1333	10	0.6630	-0.0159	0.6630	0.8143
No log	0.16	12	0.6149	0.1053	0.6149	0.7842
No log	0.1867	14	0.9526	0.2000	0.9526	0.9760
No log	0.2133	16	0.7782	0.2077	0.7782	0.8821
No log	0.24	18	0.6166	-0.0732	0.6166	0.7853
No log	0.2667	20	0.6618	-0.0732	0.6618	0.8135
No log	0.2933	22	0.6414	-0.0370	0.6414	0.8009
No log	0.32	24	0.6603	-0.0068	0.6603	0.8126
No log	0.3467	26	0.7057	0.0	0.7057	0.8401
No log	0.3733	28	0.6978	0.0345	0.6978	0.8353
No log	0.4	30	0.6931	-0.0286	0.6931	0.8326
No log	0.4267	32	0.6955	0.1135	0.6955	0.8340
No log	0.4533	34	1.3806	0.0526	1.3806	1.1750
No log	0.48	36	1.0465	0.1392	1.0465	1.0230
No log	0.5067	38	0.5852	0.1392	0.5852	0.7650
No log	0.5333	40	0.6057	0.0588	0.6057	0.7783
No log	0.56	42	0.5862	0.0986	0.5862	0.7656
No log	0.5867	44	0.6762	0.2410	0.6762	0.8223
No log	0.6133	46	0.7480	0.1852	0.7480	0.8649
No log	0.64	48	0.6382	0.1543	0.6382	0.7989
No log	0.6667	50	0.6515	0.2102	0.6515	0.8071
No log	0.6933	52	0.6617	0.1467	0.6617	0.8135
No log	0.72	54	0.7968	0.1020	0.7968	0.8926
No log	0.7467	56	0.6948	0.0769	0.6948	0.8336
No log	0.7733	58	0.6230	0.0897	0.6230	0.7893
No log	0.8	60	0.6442	0.0380	0.6442	0.8026
No log	0.8267	62	0.6213	0.0327	0.6213	0.7882
No log	0.8533	64	0.5686	0.1688	0.5686	0.7541
No log	0.88	66	0.5569	0.2381	0.5569	0.7462
No log	0.9067	68	0.5463	0.2516	0.5463	0.7391
No log	0.9333	70	0.5576	0.2766	0.5576	0.7467
No log	0.96	72	0.8971	0.2131	0.8971	0.9472
No log	0.9867	74	0.5944	0.4051	0.5944	0.7710
No log	1.0133	76	0.8967	0.2520	0.8967	0.9469
No log	1.04	78	1.0096	0.1686	1.0096	1.0048
No log	1.0667	80	0.5455	0.2970	0.5455	0.7386
No log	1.0933	82	0.5240	0.2727	0.5240	0.7239
No log	1.12	84	0.6058	0.2273	0.6058	0.7783
No log	1.1467	86	0.7194	0.2251	0.7194	0.8482
No log	1.1733	88	0.5665	0.3253	0.5665	0.7527
No log	1.2	90	0.6426	0.1675	0.6426	0.8016
No log	1.2267	92	0.5804	0.3478	0.5804	0.7618
No log	1.2533	94	1.1961	0.1355	1.1961	1.0936
No log	1.28	96	1.4761	0.0710	1.4761	1.2150
No log	1.3067	98	0.8634	0.1864	0.8634	0.9292
No log	1.3333	100	0.8164	0.1858	0.8164	0.9035
No log	1.3600	102	1.1401	0.1601	1.1401	1.0678
No log	1.3867	104	0.7466	0.2727	0.7466	0.8641
No log	1.4133	106	0.7350	0.2442	0.7350	0.8573
No log	1.44	108	0.9571	0.2199	0.9571	0.9783
No log	1.4667	110	1.4541	0.0850	1.4541	1.2059
No log	1.4933	112	1.0347	0.1875	1.0347	1.0172
No log	1.52	114	0.6645	0.2421	0.6645	0.8152
No log	1.5467	116	0.7230	0.2308	0.7230	0.8503
No log	1.5733	118	0.6243	0.2281	0.6243	0.7901
No log	1.6	120	1.6507	0.0714	1.6507	1.2848
No log	1.6267	122	2.2607	0.0835	2.2607	1.5036
No log	1.6533	124	1.5497	0.0714	1.5497	1.2449
No log	1.6800	126	0.7249	0.3061	0.7249	0.8514
No log	1.7067	128	0.5773	0.2485	0.5773	0.7598
No log	1.7333	130	0.5648	0.2485	0.5648	0.7515
No log	1.76	132	0.8974	0.1935	0.8974	0.9473
No log	1.7867	134	1.4648	0.2157	1.4648	1.2103
No log	1.8133	136	1.0245	0.2107	1.0245	1.0122
No log	1.8400	138	0.5719	0.3407	0.5719	0.7562
No log	1.8667	140	0.5630	0.3369	0.5630	0.7503
No log	1.8933	142	0.5683	0.4225	0.5683	0.7539
No log	1.92	144	0.6930	0.3607	0.6930	0.8325
No log	1.9467	146	1.1276	0.1837	1.1276	1.0619
No log	1.9733	148	1.1826	0.2053	1.1826	1.0875
No log	2.0	150	1.3246	0.2601	1.3246	1.1509
No log	2.0267	152	0.7462	0.2217	0.7462	0.8638
No log	2.0533	154	0.8008	0.2727	0.8008	0.8949
No log	2.08	156	1.2326	0.2052	1.2326	1.1102
No log	2.1067	158	1.0326	0.1886	1.0326	1.0162
No log	2.1333	160	0.5479	0.4112	0.5479	0.7402
No log	2.16	162	0.7474	0.3000	0.7474	0.8645
No log	2.1867	164	0.6394	0.3365	0.6394	0.7996
No log	2.2133	166	0.6727	0.36	0.6727	0.8202
No log	2.24	168	1.3702	0.1900	1.3702	1.1705
No log	2.2667	170	1.2516	0.1448	1.2516	1.1188
No log	2.2933	172	0.6977	0.2245	0.6977	0.8353
No log	2.32	174	0.5580	0.4033	0.5580	0.7470
No log	2.3467	176	0.5738	0.4348	0.5738	0.7575
No log	2.3733	178	0.6253	0.2332	0.6253	0.7908
No log	2.4	180	0.9718	0.1331	0.9718	0.9858
No log	2.4267	182	1.0469	0.1594	1.0469	1.0232
No log	2.4533	184	0.7119	0.3208	0.7119	0.8438
No log	2.48	186	0.6189	0.3769	0.6189	0.7867
No log	2.5067	188	0.6360	0.3103	0.6360	0.7975
No log	2.5333	190	0.9735	0.1587	0.9735	0.9867
No log	2.56	192	1.1252	0.1886	1.1252	1.0607
No log	2.5867	194	1.0086	0.1886	1.0086	1.0043
No log	2.6133	196	0.6750	0.3561	0.6750	0.8216
No log	2.64	198	0.5373	0.4286	0.5373	0.7330
No log	2.6667	200	0.5262	0.4286	0.5262	0.7254
No log	2.6933	202	0.7620	0.2000	0.7620	0.8729
No log	2.7200	204	0.8922	0.1686	0.8922	0.9445
No log	2.7467	206	0.7012	0.2212	0.7012	0.8374
No log	2.7733	208	0.5785	0.4583	0.5785	0.7606
No log	2.8	210	0.5191	0.4396	0.5191	0.7205
No log	2.8267	212	0.5682	0.4341	0.5682	0.7538
No log	2.8533	214	0.7758	0.2941	0.7758	0.8808
No log	2.88	216	0.9482	0.1642	0.9482	0.9738
No log	2.9067	218	0.8661	0.2756	0.8661	0.9306
No log	2.9333	220	0.5889	0.4059	0.5889	0.7674
No log	2.96	222	0.5492	0.4286	0.5492	0.7411
No log	2.9867	224	0.5852	0.3951	0.5852	0.7650
No log	3.0133	226	0.9939	0.2174	0.9939	0.9970
No log	3.04	228	1.3149	0.1345	1.3149	1.1467
No log	3.0667	230	1.1449	0.1615	1.1449	1.0700
No log	3.0933	232	0.7627	0.3000	0.7627	0.8733
No log	3.12	234	0.7252	0.3613	0.7252	0.8516
No log	3.1467	236	0.9719	0.2490	0.9719	0.9858
No log	3.1733	238	0.9202	0.2134	0.9202	0.9593
No log	3.2	240	0.6763	0.4027	0.6763	0.8224
No log	3.2267	242	0.6697	0.3929	0.6697	0.8184
No log	3.2533	244	0.9770	0.2432	0.9770	0.9884
No log	3.2800	246	1.0865	0.2537	1.0865	1.0424
No log	3.3067	248	0.8150	0.2134	0.8150	0.9028
No log	3.3333	250	0.6790	0.2850	0.6790	0.8240
No log	3.36	252	0.6200	0.3641	0.6200	0.7874
No log	3.3867	254	0.7322	0.2523	0.7322	0.8557
No log	3.4133	256	0.7797	0.2131	0.7797	0.8830
No log	3.44	258	0.6454	0.3462	0.6454	0.8033
No log	3.4667	260	0.6003	0.4105	0.6003	0.7748
No log	3.4933	262	0.6113	0.4112	0.6113	0.7819
No log	3.52	264	0.7755	0.2759	0.7755	0.8806
No log	3.5467	266	0.9527	0.2115	0.9527	0.9761
No log	3.5733	268	0.6828	0.2153	0.6828	0.8263
No log	3.6	270	0.5530	0.4973	0.5530	0.7436
No log	3.6267	272	0.5812	0.4346	0.5812	0.7624
No log	3.6533	274	0.5543	0.4483	0.5543	0.7445
No log	3.68	276	0.6415	0.2644	0.6415	0.8010
No log	3.7067	278	0.9760	0.1579	0.9760	0.9879
No log	3.7333	280	0.9016	0.1605	0.9016	0.9495
No log	3.76	282	0.6325	0.3258	0.6325	0.7953
No log	3.7867	284	0.5868	0.3706	0.5868	0.7660
No log	3.8133	286	0.5902	0.4483	0.5902	0.7682
No log	3.84	288	0.8465	0.1597	0.8465	0.9201
No log	3.8667	290	0.9500	0.1621	0.9500	0.9747
No log	3.8933	292	0.7040	0.2830	0.7040	0.8390
No log	3.92	294	0.6722	0.3171	0.6722	0.8199
No log	3.9467	296	0.5758	0.3898	0.5758	0.7588
No log	3.9733	298	0.6013	0.3803	0.6013	0.7754
No log	4.0	300	0.5646	0.4872	0.5646	0.7514
No log	4.0267	302	0.6221	0.4393	0.6221	0.7887
No log	4.0533	304	0.5747	0.4	0.5747	0.7581
No log	4.08	306	0.5272	0.3978	0.5272	0.7261
No log	4.1067	308	0.5166	0.3778	0.5166	0.7187
No log	4.1333	310	0.5807	0.3407	0.5807	0.7620
No log	4.16	312	0.6971	0.3301	0.6971	0.8349
No log	4.1867	314	0.6784	0.3367	0.6784	0.8236
No log	4.2133	316	0.5451	0.4286	0.5451	0.7383
No log	4.24	318	0.5514	0.3508	0.5514	0.7426
No log	4.2667	320	0.5774	0.3333	0.5774	0.7599
No log	4.2933	322	0.5953	0.4	0.5953	0.7716
No log	4.32	324	0.8958	0.2188	0.8958	0.9465
No log	4.3467	326	1.0905	0.1888	1.0905	1.0443
No log	4.3733	328	0.8496	0.25	0.8496	0.9217
No log	4.4	330	0.6097	0.4627	0.6097	0.7808
No log	4.4267	332	0.5432	0.3617	0.5432	0.7371
No log	4.4533	334	0.5377	0.3617	0.5377	0.7333
No log	4.48	336	0.6283	0.4400	0.6283	0.7927
No log	4.5067	338	0.7427	0.2275	0.7427	0.8618
No log	4.5333	340	0.6398	0.2809	0.6398	0.7999
No log	4.5600	342	0.5573	0.4839	0.5573	0.7466
No log	4.5867	344	0.6140	0.4105	0.6140	0.7836
No log	4.6133	346	0.7108	0.25	0.7108	0.8431
No log	4.64	348	0.8161	0.2203	0.8161	0.9034
No log	4.6667	350	0.9653	0.2184	0.9653	0.9825
No log	4.6933	352	0.9506	0.2424	0.9506	0.9750
No log	4.72	354	0.9537	0.2119	0.9537	0.9766
No log	4.7467	356	0.8474	0.2531	0.8474	0.9205
No log	4.7733	358	0.6762	0.4286	0.6762	0.8223
No log	4.8	360	0.7487	0.2143	0.7487	0.8653
No log	4.8267	362	0.8344	0.1931	0.8344	0.9135
No log	4.8533	364	0.9384	0.1938	0.9384	0.9687
No log	4.88	366	0.8565	0.2618	0.8565	0.9255
No log	4.9067	368	0.7976	0.2212	0.7976	0.8931
No log	4.9333	370	0.7067	0.2711	0.7067	0.8407
No log	4.96	372	0.7457	0.3128	0.7457	0.8635
No log	4.9867	374	1.0377	0.1939	1.0377	1.0187
No log	5.0133	376	1.1722	0.1655	1.1722	1.0827
No log	5.04	378	1.0358	0.1939	1.0358	1.0177
No log	5.0667	380	0.9197	0.2605	0.9197	0.9590
No log	5.0933	382	0.7031	0.3514	0.7031	0.8385
No log	5.12	384	0.6258	0.3524	0.6258	0.7911
No log	5.1467	386	0.6684	0.2877	0.6684	0.8176
No log	5.1733	388	0.7373	0.2146	0.7373	0.8587
No log	5.2	390	0.9550	0.2203	0.9550	0.9773
No log	5.2267	392	0.9414	0.2531	0.9414	0.9703
No log	5.2533	394	0.7893	0.2423	0.7893	0.8884
No log	5.28	396	0.7280	0.2696	0.7280	0.8532
No log	5.3067	398	0.6148	0.3744	0.6148	0.7841
No log	5.3333	400	0.6246	0.4059	0.6246	0.7903
No log	5.36	402	0.8519	0.2698	0.8519	0.9230
No log	5.3867	404	1.0260	0.2177	1.0260	1.0129
No log	5.4133	406	0.8725	0.2741	0.8725	0.9341
No log	5.44	408	0.5920	0.4455	0.5920	0.7694
No log	5.4667	410	0.5398	0.4105	0.5398	0.7347
No log	5.4933	412	0.5974	0.4510	0.5974	0.7729
No log	5.52	414	0.8595	0.2741	0.8595	0.9271
No log	5.5467	416	0.9793	0.2177	0.9793	0.9896
No log	5.5733	418	0.8293	0.2510	0.8293	0.9107
No log	5.6	420	0.6288	0.4231	0.6288	0.7930
No log	5.6267	422	0.5605	0.4112	0.5605	0.7487
No log	5.6533	424	0.5590	0.4112	0.5590	0.7477
No log	5.68	426	0.6219	0.36	0.6219	0.7886
No log	5.7067	428	0.7152	0.2775	0.7152	0.8457
No log	5.7333	430	0.8580	0.2756	0.8580	0.9263
No log	5.76	432	0.8540	0.2756	0.8540	0.9241
No log	5.7867	434	0.7221	0.3448	0.7221	0.8497
No log	5.8133	436	0.6629	0.3874	0.6629	0.8142
No log	5.84	438	0.6939	0.3793	0.6939	0.8330
No log	5.8667	440	0.7382	0.3418	0.7382	0.8592
No log	5.8933	442	0.7852	0.3115	0.7852	0.8861
No log	5.92	444	0.7037	0.3793	0.7037	0.8389
No log	5.9467	446	0.5544	0.3333	0.5544	0.7446
No log	5.9733	448	0.5253	0.3913	0.5253	0.7248
No log	6.0	450	0.5597	0.4059	0.5597	0.7481
No log	6.0267	452	0.5188	0.3913	0.5188	0.7203
No log	6.0533	454	0.5388	0.3333	0.5388	0.7340
No log	6.08	456	0.7564	0.3443	0.7564	0.8697
No log	6.1067	458	0.9008	0.2812	0.9008	0.9491
No log	6.1333	460	0.8191	0.3050	0.8191	0.9050
No log	6.16	462	0.6279	0.3171	0.6279	0.7924
No log	6.1867	464	0.5366	0.4051	0.5366	0.7325
No log	6.2133	466	0.5268	0.4404	0.5268	0.7258
No log	6.24	468	0.5468	0.3333	0.5468	0.7395
No log	6.2667	470	0.6317	0.3548	0.6317	0.7948
No log	6.2933	472	0.7111	0.3593	0.7111	0.8433
No log	6.32	474	0.7472	0.3171	0.7472	0.8644
No log	6.3467	476	0.6799	0.3537	0.6799	0.8245
No log	6.3733	478	0.5689	0.4400	0.5689	0.7543
No log	6.4	480	0.5111	0.3591	0.5111	0.7149
No log	6.4267	482	0.5019	0.4222	0.5019	0.7085
No log	6.4533	484	0.5276	0.3161	0.5276	0.7264
No log	6.48	486	0.6795	0.3833	0.6795	0.8243
No log	6.5067	488	0.7850	0.2581	0.7850	0.8860
No log	6.5333	490	0.7188	0.2846	0.7188	0.8478
No log	6.5600	492	0.5802	0.4605	0.5802	0.7617
No log	6.5867	494	0.4914	0.3224	0.4914	0.7010
No log	6.6133	496	0.4693	0.4917	0.4693	0.6851
No log	6.64	498	0.4657	0.4917	0.4657	0.6824
0.4249	6.6667	500	0.4793	0.3224	0.4793	0.6923
0.4249	6.6933	502	0.5456	0.4051	0.5456	0.7386
0.4249	6.72	504	0.6004	0.4605	0.6004	0.7749
0.4249	6.7467	506	0.6802	0.3443	0.6802	0.8248
0.4249	6.7733	508	0.6621	0.3808	0.6621	0.8137
0.4249	6.8	510	0.5683	0.4286	0.5683	0.7539
0.4249	6.8267	512	0.5223	0.3927	0.5223	0.7227
0.4249	6.8533	514	0.5297	0.3927	0.5297	0.7278
0.4249	6.88	516	0.6034	0.3607	0.6034	0.7768
0.4249	6.9067	518	0.7458	0.3443	0.7458	0.8636
0.4249	6.9333	520	0.8981	0.2490	0.8981	0.9477
0.4249	6.96	522	0.8912	0.2490	0.8912	0.9440
0.4249	6.9867	524	0.8012	0.3092	0.8012	0.8951
0.4249	7.0133	526	0.6933	0.3388	0.6933	0.8326
0.4249	7.04	528	0.5963	0.3860	0.5963	0.7722
0.4249	7.0667	530	0.5889	0.3860	0.5889	0.7674
0.4249	7.0933	532	0.6381	0.3422	0.6381	0.7988
0.4249	7.12	534	0.6915	0.2743	0.6915	0.8315
0.4249	7.1467	536	0.7297	0.3115	0.7297	0.8542
0.4249	7.1733	538	0.8395	0.2829	0.8395	0.9162
0.4249	7.2	540	0.8216	0.2829	0.8216	0.9064
0.4249	7.2267	542	0.7008	0.3162	0.7008	0.8371
0.4249	7.2533	544	0.5917	0.4	0.5917	0.7692
0.4249	7.28	546	0.5772	0.3892	0.5772	0.7597
0.4249	7.3067	548	0.6222	0.3905	0.6222	0.7888
0.4249	7.3333	550	0.7030	0.3537	0.7030	0.8384
0.4249	7.36	552	0.8139	0.2787	0.8139	0.9022
0.4249	7.3867	554	0.8600	0.2531	0.8600	0.9274
0.4249	7.4133	556	0.8598	0.2771	0.8598	0.9273
0.4249	7.44	558	0.8182	0.2787	0.8182	0.9046
0.4249	7.4667	560	0.7432	0.2469	0.7432	0.8621
0.4249	7.4933	562	0.7455	0.2469	0.7455	0.8634
0.4249	7.52	564	0.8191	0.2520	0.8191	0.9050
0.4249	7.5467	566	0.8193	0.2520	0.8193	0.9052
0.4249	7.5733	568	0.7320	0.2137	0.7320	0.8556
0.4249	7.6	570	0.6966	0.3153	0.6966	0.8346
0.4249	7.6267	572	0.6982	0.3153	0.6982	0.8356
0.4249	7.6533	574	0.6991	0.3153	0.6991	0.8361
0.4249	7.68	576	0.7506	0.2821	0.7506	0.8664
0.4249	7.7067	578	0.7687	0.2469	0.7687	0.8768
0.4249	7.7333	580	0.7342	0.2821	0.7342	0.8569
0.4249	7.76	582	0.6954	0.3514	0.6954	0.8339
0.4249	7.7867	584	0.6564	0.3548	0.6564	0.8102
0.4249	7.8133	586	0.6540	0.3548	0.6540	0.8087
0.4249	7.84	588	0.6511	0.3548	0.6511	0.8069
0.4249	7.8667	590	0.7139	0.3448	0.7139	0.8449
0.4249	7.8933	592	0.7946	0.2771	0.7946	0.8914
0.4249	7.92	594	0.8124	0.3071	0.8124	0.9013
0.4249	7.9467	596	0.7949	0.2459	0.7949	0.8916
0.4249	7.9733	598	0.7876	0.2459	0.7876	0.8875
0.4249	8.0	600	0.7344	0.3188	0.7344	0.8570
0.4249	8.0267	602	0.6876	0.3874	0.6876	0.8292
0.4249	8.0533	604	0.7161	0.3188	0.7161	0.8462
0.4249	8.08	606	0.7155	0.3188	0.7155	0.8459
0.4249	8.1067	608	0.6577	0.3874	0.6577	0.8110
0.4249	8.1333	610	0.6074	0.3274	0.6074	0.7793
0.4249	8.16	612	0.6037	0.3274	0.6037	0.7770
0.4249	8.1867	614	0.6022	0.3274	0.6022	0.7760
0.4249	8.2133	616	0.6491	0.3874	0.6491	0.8056
0.4249	8.24	618	0.6812	0.3607	0.6812	0.8253
0.4249	8.2667	620	0.7441	0.2787	0.7441	0.8626
0.4249	8.2933	622	0.7964	0.2771	0.7964	0.8924
0.4249	8.32	624	0.8484	0.2829	0.8484	0.9211
0.4249	8.3467	626	0.8222	0.2829	0.8222	0.9068
0.4249	8.3733	628	0.7329	0.2787	0.7329	0.8561
0.4249	8.4	630	0.6224	0.3874	0.6224	0.7889
0.4249	8.4267	632	0.5662	0.3645	0.5662	0.7524
0.4249	8.4533	634	0.5484	0.3585	0.5484	0.7405
0.4249	8.48	636	0.5604	0.3645	0.5604	0.7486
0.4249	8.5067	638	0.5890	0.3886	0.5890	0.7675
0.4249	8.5333	640	0.6597	0.3874	0.6597	0.8122
0.4249	8.56	642	0.7734	0.2787	0.7734	0.8794
0.4249	8.5867	644	0.9031	0.2812	0.9031	0.9503
0.4249	8.6133	646	0.9475	0.2797	0.9475	0.9734
0.4249	8.64	648	0.9211	0.2812	0.9211	0.9598
0.4249	8.6667	650	0.8660	0.3071	0.8660	0.9306
0.4249	8.6933	652	0.7980	0.3071	0.7980	0.8933
0.4249	8.72	654	0.7202	0.3080	0.7202	0.8487
0.4249	8.7467	656	0.6622	0.3874	0.6622	0.8137
0.4249	8.7733	658	0.6395	0.3874	0.6395	0.7997
0.4249	8.8	660	0.6496	0.3874	0.6496	0.8060
0.4249	8.8267	662	0.6613	0.3874	0.6613	0.8132
0.4249	8.8533	664	0.6942	0.3480	0.6942	0.8332
0.4249	8.88	666	0.7200	0.3080	0.7200	0.8485
0.4249	8.9067	668	0.7089	0.3080	0.7089	0.8419
0.4249	8.9333	670	0.6735	0.3480	0.6735	0.8207
0.4249	8.96	672	0.6439	0.3874	0.6439	0.8024
0.4249	8.9867	674	0.6554	0.3874	0.6554	0.8096
0.4249	9.0133	676	0.6969	0.3480	0.6969	0.8348
0.4249	9.04	678	0.7285	0.2727	0.7285	0.8535
0.4249	9.0667	680	0.7608	0.3036	0.7608	0.8722
0.4249	9.0933	682	0.7623	0.3036	0.7623	0.8731
0.4249	9.12	684	0.7455	0.2727	0.7455	0.8634
0.4249	9.1467	686	0.7277	0.2727	0.7277	0.8531
0.4249	9.1733	688	0.7261	0.2727	0.7261	0.8521
0.4249	9.2	690	0.6983	0.3080	0.6983	0.8357
0.4249	9.2267	692	0.6798	0.3480	0.6798	0.8245
0.4249	9.2533	694	0.6562	0.3874	0.6562	0.8100
0.4249	9.28	696	0.6396	0.3874	0.6396	0.7998
0.4249	9.3067	698	0.6220	0.3874	0.6220	0.7887
0.4249	9.3333	700	0.6054	0.4286	0.6054	0.7781
0.4249	9.36	702	0.6058	0.3874	0.6058	0.7783
0.4249	9.3867	704	0.6189	0.3874	0.6189	0.7867
0.4249	9.4133	706	0.6356	0.3874	0.6356	0.7972
0.4249	9.44	708	0.6374	0.3874	0.6374	0.7984
0.4249	9.4667	710	0.6266	0.3874	0.6266	0.7916
0.4249	9.4933	712	0.6238	0.3874	0.6238	0.7898
0.4249	9.52	714	0.6261	0.3874	0.6261	0.7913
0.4249	9.5467	716	0.6370	0.3874	0.6370	0.7981
0.4249	9.5733	718	0.6514	0.3874	0.6514	0.8071
0.4249	9.6	720	0.6666	0.3480	0.6666	0.8164
0.4249	9.6267	722	0.6842	0.3214	0.6842	0.8272
0.4249	9.6533	724	0.7030	0.2821	0.7030	0.8385
0.4249	9.68	726	0.7175	0.2821	0.7175	0.8470
0.4249	9.7067	728	0.7217	0.2787	0.7217	0.8495
0.4249	9.7333	730	0.7261	0.2787	0.7261	0.8521
0.4249	9.76	732	0.7216	0.2787	0.7216	0.8494
0.4249	9.7867	734	0.7183	0.2821	0.7183	0.8475
0.4249	9.8133	736	0.7132	0.2821	0.7132	0.8445
0.4249	9.84	738	0.7054	0.2821	0.7054	0.8399
0.4249	9.8667	740	0.6951	0.2838	0.6951	0.8337
0.4249	9.8933	742	0.6862	0.3214	0.6862	0.8284
0.4249	9.92	744	0.6798	0.3214	0.6798	0.8245
0.4249	9.9467	746	0.6753	0.3214	0.6753	0.8217
0.4249	9.9733	748	0.6741	0.3214	0.6741	0.8210
0.4249	10.0	750	0.6736	0.3214	0.6736	0.8207

Framework versions

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