ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k18_task5_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: 0.7294
• Qwk: 0.7520
• Mse: 0.7294
• Rmse: 0.8540

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	0.0238	2	2.1716	-0.0268	2.1716	1.4736
No log	0.0476	4	1.6069	0.1210	1.6069	1.2676
No log	0.0714	6	1.6042	0.0606	1.6042	1.2666
No log	0.0952	8	1.4947	0.0793	1.4947	1.2226
No log	0.1190	10	1.3542	0.1266	1.3542	1.1637
No log	0.1429	12	1.3572	0.1057	1.3572	1.1650
No log	0.1667	14	1.3886	0.0645	1.3886	1.1784
No log	0.1905	16	1.4083	0.0811	1.4083	1.1867
No log	0.2143	18	1.3921	0.0811	1.3921	1.1799
No log	0.2381	20	1.3455	0.0645	1.3455	1.1600
No log	0.2619	22	1.3231	0.1060	1.3231	1.1503
No log	0.2857	24	1.3122	0.0599	1.3122	1.1455
No log	0.3095	26	1.4134	0.0976	1.4134	1.1889
No log	0.3333	28	1.5452	0.0463	1.5452	1.2431
No log	0.3571	30	1.5603	-0.0061	1.5603	1.2491
No log	0.3810	32	1.4772	0.0385	1.4772	1.2154
No log	0.4048	34	1.4103	0.0765	1.4103	1.1875
No log	0.4286	36	1.3442	0.2068	1.3442	1.1594
No log	0.4524	38	1.3246	0.2267	1.3246	1.1509
No log	0.4762	40	1.3054	0.2011	1.3054	1.1426
No log	0.5	42	1.3813	0.2761	1.3813	1.1753
No log	0.5238	44	1.4630	0.2472	1.4630	1.2096
No log	0.5476	46	1.3390	0.2573	1.3390	1.1572
No log	0.5714	48	1.2817	0.2686	1.2817	1.1321
No log	0.5952	50	1.2933	0.2852	1.2933	1.1372
No log	0.6190	52	1.2783	0.3003	1.2783	1.1306
No log	0.6429	54	1.1656	0.3655	1.1656	1.0796
No log	0.6667	56	1.1155	0.3935	1.1155	1.0562
No log	0.6905	58	1.0849	0.4604	1.0849	1.0416
No log	0.7143	60	1.0378	0.4705	1.0378	1.0187
No log	0.7381	62	1.0386	0.4499	1.0386	1.0191
No log	0.7619	64	1.2490	0.4113	1.2490	1.1176
No log	0.7857	66	1.3365	0.3979	1.3365	1.1561
No log	0.8095	68	1.1645	0.4475	1.1645	1.0791
No log	0.8333	70	0.9703	0.4944	0.9703	0.9851
No log	0.8571	72	0.8993	0.5278	0.8993	0.9483
No log	0.8810	74	0.8819	0.5793	0.8819	0.9391
No log	0.9048	76	0.9914	0.5371	0.9914	0.9957
No log	0.9286	78	1.4129	0.4199	1.4129	1.1887
No log	0.9524	80	1.6253	0.3309	1.6253	1.2749
No log	0.9762	82	1.3831	0.3646	1.3831	1.1761
No log	1.0	84	1.0431	0.4833	1.0431	1.0213
No log	1.0238	86	0.8912	0.5193	0.8912	0.9440
No log	1.0476	88	0.8653	0.5620	0.8653	0.9302
No log	1.0714	90	0.8388	0.5805	0.8388	0.9159
No log	1.0952	92	0.9172	0.5685	0.9172	0.9577
No log	1.1190	94	1.1313	0.4637	1.1313	1.0636
No log	1.1429	96	1.0763	0.5164	1.0763	1.0374
No log	1.1667	98	0.8725	0.5708	0.8725	0.9341
No log	1.1905	100	0.8264	0.6091	0.8264	0.9091
No log	1.2143	102	0.8398	0.6162	0.8398	0.9164
No log	1.2381	104	1.0423	0.5670	1.0423	1.0209
No log	1.2619	106	1.2997	0.4691	1.2997	1.1400
No log	1.2857	108	1.2825	0.5298	1.2825	1.1325
No log	1.3095	110	0.9865	0.6225	0.9865	0.9932
No log	1.3333	112	0.8446	0.7035	0.8446	0.9190
No log	1.3571	114	0.7211	0.6926	0.7211	0.8491
No log	1.3810	116	0.7287	0.6869	0.7287	0.8537
No log	1.4048	118	0.8411	0.6767	0.8411	0.9171
No log	1.4286	120	1.2395	0.5374	1.2395	1.1133
No log	1.4524	122	1.5816	0.4409	1.5816	1.2576
No log	1.4762	124	1.4336	0.4364	1.4336	1.1973
No log	1.5	126	1.0970	0.4576	1.0970	1.0474
No log	1.5238	128	0.8376	0.6147	0.8376	0.9152
No log	1.5476	130	0.7685	0.5877	0.7685	0.8767
No log	1.5714	132	0.7611	0.6153	0.7611	0.8724
No log	1.5952	134	0.8314	0.6124	0.8314	0.9118
No log	1.6190	136	1.1440	0.5491	1.1440	1.0696
No log	1.6429	138	1.3869	0.4823	1.3869	1.1777
No log	1.6667	140	1.3145	0.5252	1.3145	1.1465
No log	1.6905	142	1.0296	0.5758	1.0296	1.0147
No log	1.7143	144	0.8568	0.6519	0.8568	0.9256
No log	1.7381	146	0.7967	0.7081	0.7967	0.8926
No log	1.7619	148	0.7308	0.6848	0.7308	0.8548
No log	1.7857	150	0.7334	0.6693	0.7334	0.8564
No log	1.8095	152	0.8166	0.6849	0.8166	0.9037
No log	1.8333	154	0.9998	0.5747	0.9998	0.9999
No log	1.8571	156	1.0692	0.5521	1.0692	1.0340
No log	1.8810	158	1.0044	0.5477	1.0044	1.0022
No log	1.9048	160	0.9462	0.5696	0.9462	0.9727
No log	1.9286	162	0.8746	0.6161	0.8746	0.9352
No log	1.9524	164	0.8584	0.6351	0.8584	0.9265
No log	1.9762	166	0.9372	0.6150	0.9372	0.9681
No log	2.0	168	0.9526	0.6018	0.9526	0.9760
No log	2.0238	170	0.9204	0.6091	0.9204	0.9594
No log	2.0476	172	0.9401	0.6231	0.9401	0.9696
No log	2.0714	174	1.0507	0.6338	1.0507	1.0250
No log	2.0952	176	0.9991	0.6334	0.9991	0.9995
No log	2.1190	178	0.8655	0.6497	0.8655	0.9303
No log	2.1429	180	0.7867	0.6967	0.7867	0.8870
No log	2.1667	182	0.7678	0.6982	0.7678	0.8763
No log	2.1905	184	0.8576	0.6500	0.8576	0.9261
No log	2.2143	186	1.0906	0.6257	1.0906	1.0443
No log	2.2381	188	1.4220	0.5549	1.4220	1.1925
No log	2.2619	190	1.3948	0.5429	1.3948	1.1810
No log	2.2857	192	1.0966	0.6079	1.0966	1.0472
No log	2.3095	194	0.8359	0.6600	0.8359	0.9143
No log	2.3333	196	0.7430	0.6505	0.7430	0.8620
No log	2.3571	198	0.7305	0.6776	0.7305	0.8547
No log	2.3810	200	0.7549	0.6475	0.7549	0.8688
No log	2.4048	202	0.8166	0.6467	0.8166	0.9037
No log	2.4286	204	0.9694	0.5979	0.9694	0.9846
No log	2.4524	206	1.3033	0.5156	1.3033	1.1416
No log	2.4762	208	1.4735	0.5023	1.4735	1.2139
No log	2.5	210	1.3423	0.5373	1.3423	1.1586
No log	2.5238	212	1.0448	0.6332	1.0448	1.0222
No log	2.5476	214	0.7927	0.6742	0.7927	0.8903
No log	2.5714	216	0.6851	0.7217	0.6851	0.8277
No log	2.5952	218	0.6829	0.6921	0.6829	0.8264
No log	2.6190	220	0.6747	0.7050	0.6747	0.8214
No log	2.6429	222	0.6772	0.7168	0.6772	0.8229
No log	2.6667	224	0.7890	0.6884	0.7890	0.8882
No log	2.6905	226	0.9548	0.6321	0.9548	0.9772
No log	2.7143	228	0.9725	0.6066	0.9725	0.9862
No log	2.7381	230	0.8635	0.6457	0.8635	0.9292
No log	2.7619	232	0.7428	0.7117	0.7428	0.8619
No log	2.7857	234	0.6977	0.7035	0.6977	0.8353
No log	2.8095	236	0.6988	0.6961	0.6988	0.8359
No log	2.8333	238	0.7157	0.7268	0.7157	0.8460
No log	2.8571	240	0.8110	0.6854	0.8110	0.9005
No log	2.8810	242	0.9589	0.5915	0.9589	0.9792
No log	2.9048	244	1.1164	0.5276	1.1164	1.0566
No log	2.9286	246	1.1490	0.5476	1.1490	1.0719
No log	2.9524	248	1.0502	0.5812	1.0502	1.0248
No log	2.9762	250	0.9176	0.6167	0.9176	0.9579
No log	3.0	252	0.8759	0.6423	0.8759	0.9359
No log	3.0238	254	0.9360	0.6215	0.9360	0.9675
No log	3.0476	256	1.0838	0.6154	1.0838	1.0410
No log	3.0714	258	1.2038	0.5979	1.2038	1.0972
No log	3.0952	260	1.1320	0.6154	1.1320	1.0639
No log	3.1190	262	0.9460	0.6620	0.9460	0.9726
No log	3.1429	264	0.8551	0.6575	0.8551	0.9247
No log	3.1667	266	0.8738	0.6529	0.8738	0.9348
No log	3.1905	268	0.9304	0.6493	0.9304	0.9646
No log	3.2143	270	0.9551	0.6339	0.9551	0.9773
No log	3.2381	272	0.9473	0.6353	0.9473	0.9733
No log	3.2619	274	0.9253	0.6398	0.9253	0.9619
No log	3.2857	276	0.9526	0.6358	0.9526	0.9760
No log	3.3095	278	1.0587	0.6056	1.0587	1.0289
No log	3.3333	280	1.1251	0.5838	1.1251	1.0607
No log	3.3571	282	1.2119	0.5443	1.2119	1.1009
No log	3.3810	284	1.2423	0.5401	1.2423	1.1146
No log	3.4048	286	1.1402	0.5354	1.1402	1.0678
No log	3.4286	288	0.9894	0.5576	0.9894	0.9947
No log	3.4524	290	0.8902	0.6336	0.8902	0.9435
No log	3.4762	292	0.8934	0.6144	0.8934	0.9452
No log	3.5	294	1.0011	0.5553	1.0011	1.0005
No log	3.5238	296	1.2384	0.5445	1.2384	1.1128
No log	3.5476	298	1.5283	0.5291	1.5283	1.2363
No log	3.5714	300	1.5664	0.5169	1.5664	1.2515
No log	3.5952	302	1.4126	0.5347	1.4126	1.1885
No log	3.6190	304	1.1446	0.5561	1.1446	1.0699
No log	3.6429	306	1.0065	0.6076	1.0065	1.0032
No log	3.6667	308	1.0275	0.5787	1.0275	1.0136
No log	3.6905	310	1.1085	0.5635	1.1085	1.0529
No log	3.7143	312	1.2248	0.5520	1.2248	1.1067
No log	3.7381	314	1.2528	0.5520	1.2528	1.1193
No log	3.7619	316	1.1753	0.5555	1.1753	1.0841
No log	3.7857	318	1.1412	0.5716	1.1412	1.0683
No log	3.8095	320	1.0514	0.6063	1.0514	1.0254
No log	3.8333	322	0.9131	0.6449	0.9131	0.9555
No log	3.8571	324	0.8610	0.6462	0.8610	0.9279
No log	3.8810	326	0.8661	0.6554	0.8661	0.9307
No log	3.9048	328	0.9312	0.6521	0.9312	0.9650
No log	3.9286	330	1.0701	0.6245	1.0701	1.0344
No log	3.9524	332	1.1248	0.5976	1.1248	1.0606
No log	3.9762	334	1.0371	0.6532	1.0371	1.0184
No log	4.0	336	0.9532	0.6609	0.9532	0.9763
No log	4.0238	338	0.9621	0.6740	0.9621	0.9809
No log	4.0476	340	1.1059	0.6388	1.1059	1.0516
No log	4.0714	342	1.1513	0.6427	1.1513	1.0730
No log	4.0952	344	1.0601	0.6586	1.0601	1.0296
No log	4.1190	346	0.9465	0.6798	0.9465	0.9729
No log	4.1429	348	0.8943	0.7155	0.8943	0.9457
No log	4.1667	350	0.8391	0.6879	0.8391	0.9160
No log	4.1905	352	0.8716	0.6853	0.8716	0.9336
No log	4.2143	354	0.9772	0.6639	0.9772	0.9885
No log	4.2381	356	1.0990	0.6396	1.0990	1.0483
No log	4.2619	358	1.2084	0.6126	1.2084	1.0993
No log	4.2857	360	1.1574	0.6312	1.1574	1.0758
No log	4.3095	362	0.9826	0.6816	0.9826	0.9913
No log	4.3333	364	0.8113	0.7390	0.8113	0.9007
No log	4.3571	366	0.7442	0.7366	0.7442	0.8626
No log	4.3810	368	0.7571	0.7281	0.7571	0.8701
No log	4.4048	370	0.7946	0.7295	0.7946	0.8914
No log	4.4286	372	0.8337	0.7173	0.8337	0.9130
No log	4.4524	374	0.9206	0.7150	0.9206	0.9595
No log	4.4762	376	0.9503	0.7047	0.9503	0.9749
No log	4.5	378	0.9125	0.7122	0.9125	0.9553
No log	4.5238	380	0.8602	0.7424	0.8602	0.9274
No log	4.5476	382	0.8935	0.7075	0.8935	0.9452
No log	4.5714	384	0.9691	0.6820	0.9691	0.9844
No log	4.5952	386	1.0627	0.6689	1.0627	1.0309
No log	4.6190	388	1.0268	0.6613	1.0268	1.0133
No log	4.6429	390	0.8831	0.6822	0.8831	0.9397
No log	4.6667	392	0.7313	0.7355	0.7313	0.8551
No log	4.6905	394	0.6783	0.7217	0.6783	0.8236
No log	4.7143	396	0.6984	0.7317	0.6984	0.8357
No log	4.7381	398	0.7830	0.7119	0.7830	0.8849
No log	4.7619	400	0.8717	0.6886	0.8717	0.9336
No log	4.7857	402	0.9981	0.6898	0.9981	0.9990
No log	4.8095	404	1.0431	0.6523	1.0431	1.0213
No log	4.8333	406	0.9922	0.6797	0.9922	0.9961
No log	4.8571	408	0.8610	0.7022	0.8610	0.9279
No log	4.8810	410	0.8029	0.7161	0.8029	0.8960
No log	4.9048	412	0.8213	0.7099	0.8213	0.9063
No log	4.9286	414	0.9021	0.7008	0.9021	0.9498
No log	4.9524	416	0.9249	0.6836	0.9249	0.9617
No log	4.9762	418	0.9092	0.7140	0.9092	0.9535
No log	5.0	420	0.9124	0.7065	0.9124	0.9552
No log	5.0238	422	0.8816	0.6946	0.8816	0.9389
No log	5.0476	424	0.8268	0.7050	0.8268	0.9093
No log	5.0714	426	0.8128	0.6980	0.8128	0.9016
No log	5.0952	428	0.8168	0.6706	0.8168	0.9038
No log	5.1190	430	0.8173	0.6784	0.8173	0.9040
No log	5.1429	432	0.7817	0.6646	0.7817	0.8841
No log	5.1667	434	0.7879	0.6734	0.7879	0.8876
No log	5.1905	436	0.8270	0.7014	0.8270	0.9094
No log	5.2143	438	0.8899	0.7029	0.8899	0.9434
No log	5.2381	440	0.8878	0.7443	0.8878	0.9423
No log	5.2619	442	0.8255	0.7438	0.8255	0.9086
No log	5.2857	444	0.8138	0.7475	0.8138	0.9021
No log	5.3095	446	0.8550	0.7377	0.8550	0.9247
No log	5.3333	448	0.8594	0.7301	0.8594	0.9270
No log	5.3571	450	0.8497	0.7187	0.8497	0.9218
No log	5.3810	452	0.7754	0.7168	0.7754	0.8805
No log	5.4048	454	0.7383	0.7099	0.7383	0.8592
No log	5.4286	456	0.7466	0.7054	0.7466	0.8641
No log	5.4524	458	0.7787	0.6788	0.7787	0.8824
No log	5.4762	460	0.7710	0.6788	0.7710	0.8781
No log	5.5	462	0.7819	0.6852	0.7819	0.8843
No log	5.5238	464	0.7830	0.6724	0.7830	0.8849
No log	5.5476	466	0.7569	0.6925	0.7569	0.8700
No log	5.5714	468	0.7486	0.6925	0.7486	0.8652
No log	5.5952	470	0.7415	0.6931	0.7415	0.8611
No log	5.6190	472	0.7158	0.7353	0.7158	0.8460
No log	5.6429	474	0.7034	0.7376	0.7034	0.8387
No log	5.6667	476	0.6855	0.7703	0.6855	0.8280
No log	5.6905	478	0.7128	0.7614	0.7128	0.8443
No log	5.7143	480	0.7382	0.7580	0.7382	0.8592
No log	5.7381	482	0.7474	0.7388	0.7474	0.8645
No log	5.7619	484	0.7378	0.7388	0.7378	0.8589
No log	5.7857	486	0.7144	0.7465	0.7144	0.8452
No log	5.8095	488	0.7304	0.7224	0.7304	0.8547
No log	5.8333	490	0.7540	0.7224	0.7540	0.8683
No log	5.8571	492	0.7726	0.7134	0.7726	0.8790
No log	5.8810	494	0.7659	0.7033	0.7659	0.8752
No log	5.9048	496	0.7209	0.6996	0.7209	0.8491
No log	5.9286	498	0.6691	0.7201	0.6691	0.8180
0.3281	5.9524	500	0.6342	0.7356	0.6342	0.7964
0.3281	5.9762	502	0.6245	0.7356	0.6245	0.7902
0.3281	6.0	504	0.6101	0.7356	0.6101	0.7811
0.3281	6.0238	506	0.6164	0.7441	0.6164	0.7851
0.3281	6.0476	508	0.6328	0.7549	0.6328	0.7955
0.3281	6.0714	510	0.6623	0.7577	0.6623	0.8138
0.3281	6.0952	512	0.7159	0.7681	0.7159	0.8461
0.3281	6.1190	514	0.8342	0.7421	0.8342	0.9134
0.3281	6.1429	516	0.9560	0.6573	0.9560	0.9778
0.3281	6.1667	518	0.9911	0.6306	0.9911	0.9955
0.3281	6.1905	520	0.9555	0.6641	0.9555	0.9775
0.3281	6.2143	522	0.8760	0.7194	0.8760	0.9360
0.3281	6.2381	524	0.8493	0.7233	0.8493	0.9216
0.3281	6.2619	526	0.8034	0.7374	0.8034	0.8963
0.3281	6.2857	528	0.7586	0.7345	0.7586	0.8710
0.3281	6.3095	530	0.7460	0.7345	0.7460	0.8637
0.3281	6.3333	532	0.7572	0.7345	0.7572	0.8702
0.3281	6.3571	534	0.8109	0.7259	0.8109	0.9005
0.3281	6.3810	536	0.8714	0.6756	0.8714	0.9335
0.3281	6.4048	538	0.9028	0.6505	0.9028	0.9501
0.3281	6.4286	540	0.9032	0.6594	0.9032	0.9504
0.3281	6.4524	542	0.8706	0.7233	0.8706	0.9330
0.3281	6.4762	544	0.8027	0.7096	0.8027	0.8959
0.3281	6.5	546	0.7212	0.7064	0.7212	0.8493
0.3281	6.5238	548	0.6435	0.7450	0.6435	0.8022
0.3281	6.5476	550	0.6191	0.7684	0.6191	0.7868
0.3281	6.5714	552	0.6275	0.7684	0.6275	0.7921
0.3281	6.5952	554	0.6540	0.7545	0.6540	0.8087
0.3281	6.6190	556	0.6997	0.7580	0.6997	0.8365
0.3281	6.6429	558	0.7535	0.7659	0.7535	0.8680
0.3281	6.6667	560	0.8107	0.7550	0.8107	0.9004
0.3281	6.6905	562	0.8661	0.7361	0.8661	0.9306
0.3281	6.7143	564	0.8647	0.7341	0.8647	0.9299
0.3281	6.7381	566	0.8393	0.7530	0.8393	0.9161
0.3281	6.7619	568	0.8025	0.7524	0.8025	0.8958
0.3281	6.7857	570	0.7488	0.7344	0.7488	0.8653
0.3281	6.8095	572	0.7203	0.7344	0.7203	0.8487
0.3281	6.8333	574	0.7308	0.7344	0.7308	0.8549
0.3281	6.8571	576	0.7832	0.7401	0.7832	0.8850
0.3281	6.8810	578	0.8256	0.7389	0.8256	0.9086
0.3281	6.9048	580	0.8623	0.7204	0.8623	0.9286
0.3281	6.9286	582	0.8494	0.7366	0.8494	0.9216
0.3281	6.9524	584	0.8281	0.7366	0.8281	0.9100
0.3281	6.9762	586	0.8137	0.7366	0.8137	0.9020
0.3281	7.0	588	0.8076	0.7535	0.8076	0.8987
0.3281	7.0238	590	0.8024	0.7301	0.8024	0.8958
0.3281	7.0476	592	0.8151	0.7222	0.8151	0.9028
0.3281	7.0714	594	0.8511	0.7236	0.8511	0.9225
0.3281	7.0952	596	0.8787	0.6926	0.8787	0.9374
0.3281	7.1190	598	0.8634	0.6921	0.8634	0.9292
0.3281	7.1429	600	0.8139	0.7238	0.8138	0.9021
0.3281	7.1667	602	0.7585	0.7303	0.7585	0.8709
0.3281	7.1905	604	0.7466	0.7347	0.7466	0.8641
0.3281	7.2143	606	0.7595	0.7287	0.7595	0.8715
0.3281	7.2381	608	0.7786	0.7344	0.7786	0.8824
0.3281	7.2619	610	0.7960	0.7267	0.7960	0.8922
0.3281	7.2857	612	0.8286	0.7170	0.8286	0.9103
0.3281	7.3095	614	0.8615	0.7262	0.8615	0.9282
0.3281	7.3333	616	0.8888	0.7198	0.8888	0.9428
0.3281	7.3571	618	0.9122	0.7101	0.9122	0.9551
0.3281	7.3810	620	0.9171	0.7022	0.9171	0.9576
0.3281	7.4048	622	0.9122	0.7022	0.9122	0.9551
0.3281	7.4286	624	0.8737	0.7153	0.8737	0.9347
0.3281	7.4524	626	0.8411	0.7194	0.8411	0.9171
0.3281	7.4762	628	0.7924	0.7199	0.7924	0.8902
0.3281	7.5	630	0.7674	0.7443	0.7674	0.8760
0.3281	7.5238	632	0.7685	0.7344	0.7685	0.8767
0.3281	7.5476	634	0.7940	0.7150	0.7940	0.8911
0.3281	7.5714	636	0.8068	0.7150	0.8068	0.8982
0.3281	7.5952	638	0.8312	0.7200	0.8312	0.9117
0.3281	7.6190	640	0.8491	0.7107	0.8491	0.9215
0.3281	7.6429	642	0.8482	0.7161	0.8482	0.9210
0.3281	7.6667	644	0.8357	0.7161	0.8357	0.9142
0.3281	7.6905	646	0.8258	0.7255	0.8258	0.9088
0.3281	7.7143	648	0.8182	0.7255	0.8182	0.9045
0.3281	7.7381	650	0.8291	0.7161	0.8291	0.9106
0.3281	7.7619	652	0.8264	0.7181	0.8264	0.9091
0.3281	7.7857	654	0.7990	0.7543	0.7990	0.8938
0.3281	7.8095	656	0.7696	0.7401	0.7696	0.8772
0.3281	7.8333	658	0.7421	0.7401	0.7421	0.8614
0.3281	7.8571	660	0.7209	0.7445	0.7209	0.8490
0.3281	7.8810	662	0.6865	0.7496	0.6865	0.8286
0.3281	7.9048	664	0.6682	0.7618	0.6682	0.8174
0.3281	7.9286	666	0.6674	0.7618	0.6674	0.8170
0.3281	7.9524	668	0.6679	0.7614	0.6679	0.8173
0.3281	7.9762	670	0.6739	0.7496	0.6739	0.8209
0.3281	8.0	672	0.6828	0.7549	0.6828	0.8263
0.3281	8.0238	674	0.6980	0.7562	0.6980	0.8355
0.3281	8.0476	676	0.7146	0.7520	0.7146	0.8453
0.3281	8.0714	678	0.7217	0.7575	0.7217	0.8495
0.3281	8.0952	680	0.7128	0.7520	0.7128	0.8443
0.3281	8.1190	682	0.7083	0.7520	0.7083	0.8416
0.3281	8.1429	684	0.7226	0.7520	0.7226	0.8501
0.3281	8.1667	686	0.7363	0.7575	0.7363	0.8581
0.3281	8.1905	688	0.7610	0.7699	0.7610	0.8724
0.3281	8.2143	690	0.7766	0.7575	0.7766	0.8812
0.3281	8.2381	692	0.7745	0.7571	0.7745	0.8801
0.3281	8.2619	694	0.7787	0.7571	0.7787	0.8824
0.3281	8.2857	696	0.7577	0.7666	0.7577	0.8705
0.3281	8.3095	698	0.7368	0.7739	0.7368	0.8584
0.3281	8.3333	700	0.7275	0.7739	0.7275	0.8529
0.3281	8.3571	702	0.7143	0.7640	0.7143	0.8451
0.3281	8.3810	704	0.7137	0.7640	0.7137	0.8448
0.3281	8.4048	706	0.7208	0.7693	0.7208	0.8490
0.3281	8.4286	708	0.7280	0.7634	0.7280	0.8532
0.3281	8.4524	710	0.7312	0.7634	0.7312	0.8551
0.3281	8.4762	712	0.7258	0.7593	0.7258	0.8519
0.3281	8.5	714	0.7274	0.7593	0.7274	0.8529
0.3281	8.5238	716	0.7258	0.7520	0.7258	0.8519
0.3281	8.5476	718	0.7263	0.7520	0.7263	0.8522
0.3281	8.5714	720	0.7323	0.7520	0.7323	0.8557
0.3281	8.5952	722	0.7252	0.7520	0.7252	0.8516
0.3281	8.6190	724	0.7208	0.7520	0.7208	0.8490
0.3281	8.6429	726	0.7181	0.7520	0.7181	0.8474
0.3281	8.6667	728	0.7172	0.7520	0.7172	0.8469
0.3281	8.6905	730	0.7096	0.7520	0.7096	0.8424
0.3281	8.7143	732	0.6988	0.7520	0.6988	0.8359
0.3281	8.7381	734	0.7006	0.7520	0.7006	0.8370
0.3281	8.7619	736	0.7144	0.7520	0.7144	0.8452
0.3281	8.7857	738	0.7352	0.7520	0.7352	0.8574
0.3281	8.8095	740	0.7535	0.7520	0.7535	0.8680
0.3281	8.8333	742	0.7602	0.7575	0.7602	0.8719
0.3281	8.8571	744	0.7668	0.7642	0.7668	0.8757
0.3281	8.8810	746	0.7640	0.7589	0.7640	0.8741
0.3281	8.9048	748	0.7553	0.7593	0.7553	0.8691
0.3281	8.9286	750	0.7530	0.7589	0.7530	0.8677
0.3281	8.9524	752	0.7503	0.7589	0.7503	0.8662
0.3281	8.9762	754	0.7442	0.7593	0.7442	0.8627
0.3281	9.0	756	0.7402	0.7593	0.7402	0.8604
0.3281	9.0238	758	0.7412	0.7593	0.7412	0.8609
0.3281	9.0476	760	0.7550	0.7419	0.7550	0.8689
0.3281	9.0714	762	0.7736	0.7375	0.7736	0.8796
0.3281	9.0952	764	0.7828	0.7375	0.7828	0.8847
0.3281	9.1190	766	0.7892	0.7375	0.7892	0.8884
0.3281	9.1429	768	0.7893	0.7375	0.7893	0.8884
0.3281	9.1667	770	0.7773	0.7375	0.7773	0.8817
0.3281	9.1905	772	0.7609	0.7417	0.7609	0.8723
0.3281	9.2143	774	0.7420	0.7593	0.7420	0.8614
0.3281	9.2381	776	0.7302	0.7634	0.7302	0.8545
0.3281	9.2619	778	0.7192	0.7507	0.7192	0.8480
0.3281	9.2857	780	0.7102	0.7507	0.7102	0.8428
0.3281	9.3095	782	0.7048	0.7507	0.7048	0.8395
0.3281	9.3333	784	0.7037	0.7507	0.7037	0.8389
0.3281	9.3571	786	0.7070	0.7562	0.7070	0.8409
0.3281	9.3810	788	0.7142	0.7520	0.7142	0.8451
0.3281	9.4048	790	0.7243	0.7520	0.7243	0.8511
0.3281	9.4286	792	0.7342	0.7593	0.7342	0.8569
0.3281	9.4524	794	0.7464	0.7593	0.7464	0.8640
0.3281	9.4762	796	0.7502	0.7593	0.7502	0.8662
0.3281	9.5	798	0.7487	0.7593	0.7487	0.8653
0.3281	9.5238	800	0.7477	0.7593	0.7477	0.8647
0.3281	9.5476	802	0.7463	0.7520	0.7463	0.8639
0.3281	9.5714	804	0.7442	0.7520	0.7442	0.8627
0.3281	9.5952	806	0.7427	0.7520	0.7427	0.8618
0.3281	9.6190	808	0.7445	0.7520	0.7445	0.8629
0.3281	9.6429	810	0.7459	0.7520	0.7459	0.8636
0.3281	9.6667	812	0.7470	0.7520	0.7470	0.8643
0.3281	9.6905	814	0.7472	0.7520	0.7472	0.8644
0.3281	9.7143	816	0.7438	0.7520	0.7438	0.8625
0.3281	9.7381	818	0.7394	0.7520	0.7394	0.8599
0.3281	9.7619	820	0.7359	0.7520	0.7359	0.8578
0.3281	9.7857	822	0.7347	0.7520	0.7347	0.8572
0.3281	9.8095	824	0.7330	0.7520	0.7330	0.8561
0.3281	9.8333	826	0.7322	0.7520	0.7322	0.8557
0.3281	9.8571	828	0.7306	0.7520	0.7306	0.8548
0.3281	9.8810	830	0.7306	0.7520	0.7306	0.8548
0.3281	9.9048	832	0.7300	0.7520	0.7300	0.8544
0.3281	9.9286	834	0.7294	0.7520	0.7294	0.8541
0.3281	9.9524	836	0.7291	0.7520	0.7291	0.8539
0.3281	9.9762	838	0.7292	0.7520	0.7292	0.8539
0.3281	10.0	840	0.7294	0.7520	0.7294	0.8540

Framework versions

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