ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task1_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: 0.9186
• Qwk: 0.5984
• Mse: 0.9186
• Rmse: 0.9584

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	0.0241	2	5.4849	-0.0472	5.4849	2.3420
No log	0.0482	4	3.3061	0.0268	3.3061	1.8183
No log	0.0723	6	2.6727	-0.1384	2.6727	1.6348
No log	0.0964	8	1.8309	0.1052	1.8309	1.3531
No log	0.1205	10	1.2487	0.1839	1.2487	1.1175
No log	0.1446	12	1.1961	0.1597	1.1961	1.0937
No log	0.1687	14	1.1694	0.1460	1.1694	1.0814
No log	0.1928	16	1.3121	0.1390	1.3121	1.1455
No log	0.2169	18	1.4855	0.1349	1.4855	1.2188
No log	0.2410	20	1.9265	0.1685	1.9265	1.3880
No log	0.2651	22	1.7452	0.1474	1.7452	1.3211
No log	0.2892	24	1.2520	0.2823	1.2520	1.1189
No log	0.3133	26	1.1457	0.3470	1.1457	1.0704
No log	0.3373	28	1.1092	0.2811	1.1092	1.0532
No log	0.3614	30	1.1157	0.2949	1.1157	1.0562
No log	0.3855	32	1.2538	0.3291	1.2538	1.1197
No log	0.4096	34	1.5743	0.2383	1.5743	1.2547
No log	0.4337	36	2.1610	0.1634	2.1610	1.4700
No log	0.4578	38	2.7104	0.1329	2.7104	1.6463
No log	0.4819	40	2.9077	0.1125	2.9077	1.7052
No log	0.5060	42	3.0598	0.0756	3.0598	1.7492
No log	0.5301	44	2.5662	0.1435	2.5662	1.6019
No log	0.5542	46	1.9461	0.1862	1.9461	1.3950
No log	0.5783	48	1.4998	0.2159	1.4998	1.2247
No log	0.6024	50	1.3638	0.1780	1.3638	1.1678
No log	0.6265	52	1.2847	0.2103	1.2847	1.1335
No log	0.6506	54	1.3730	0.1292	1.3730	1.1718
No log	0.6747	56	1.4820	0.1378	1.4820	1.2174
No log	0.6988	58	1.5632	0.1751	1.5632	1.2503
No log	0.7229	60	1.4213	0.1958	1.4213	1.1922
No log	0.7470	62	1.2251	0.2449	1.2251	1.1068
No log	0.7711	64	1.1526	0.3306	1.1526	1.0736
No log	0.7952	66	1.2242	0.3319	1.2242	1.1065
No log	0.8193	68	1.3783	0.2783	1.3783	1.1740
No log	0.8434	70	1.6044	0.2476	1.6044	1.2666
No log	0.8675	72	1.5799	0.2476	1.5799	1.2569
No log	0.8916	74	1.5692	0.2567	1.5692	1.2527
No log	0.9157	76	1.3607	0.3271	1.3607	1.1665
No log	0.9398	78	1.1106	0.4153	1.1106	1.0538
No log	0.9639	80	1.0735	0.3637	1.0735	1.0361
No log	0.9880	82	1.1051	0.2949	1.1051	1.0512
No log	1.0120	84	1.0739	0.3657	1.0739	1.0363
No log	1.0361	86	1.0974	0.3555	1.0974	1.0476
No log	1.0602	88	1.4035	0.2349	1.4035	1.1847
No log	1.0843	90	1.7010	0.2202	1.7010	1.3042
No log	1.1084	92	1.6886	0.2294	1.6886	1.2995
No log	1.1325	94	1.6658	0.2270	1.6658	1.2907
No log	1.1566	96	1.4261	0.24	1.4261	1.1942
No log	1.1807	98	1.0846	0.3973	1.0846	1.0414
No log	1.2048	100	0.9826	0.4803	0.9826	0.9913
No log	1.2289	102	0.9463	0.4055	0.9463	0.9728
No log	1.2530	104	0.9300	0.4511	0.9300	0.9644
No log	1.2771	106	0.9706	0.5637	0.9706	0.9852
No log	1.3012	108	1.0404	0.5140	1.0404	1.0200
No log	1.3253	110	1.1128	0.5184	1.1128	1.0549
No log	1.3494	112	0.9529	0.5886	0.9529	0.9762
No log	1.3735	114	0.8419	0.5844	0.8419	0.9175
No log	1.3976	116	0.8181	0.5368	0.8181	0.9045
No log	1.4217	118	0.8255	0.5671	0.8255	0.9086
No log	1.4458	120	0.8911	0.5836	0.8911	0.9440
No log	1.4699	122	1.0258	0.5324	1.0258	1.0128
No log	1.4940	124	0.8305	0.6016	0.8305	0.9113
No log	1.5181	126	0.8586	0.5638	0.8586	0.9266
No log	1.5422	128	1.0490	0.5335	1.0490	1.0242
No log	1.5663	130	0.9719	0.5357	0.9719	0.9859
No log	1.5904	132	0.7684	0.6362	0.7684	0.8766
No log	1.6145	134	0.7861	0.5615	0.7861	0.8866
No log	1.6386	136	1.0076	0.5330	1.0076	1.0038
No log	1.6627	138	1.1012	0.5169	1.1012	1.0494
No log	1.6867	140	0.9505	0.4767	0.9505	0.9749
No log	1.7108	142	0.8040	0.5861	0.8040	0.8966
No log	1.7349	144	0.7579	0.6053	0.7579	0.8706
No log	1.7590	146	0.7173	0.6518	0.7173	0.8470
No log	1.7831	148	0.7073	0.6734	0.7073	0.8410
No log	1.8072	150	0.7299	0.6171	0.7299	0.8544
No log	1.8313	152	0.8184	0.6113	0.8184	0.9047
No log	1.8554	154	0.8148	0.5969	0.8148	0.9027
No log	1.8795	156	0.7227	0.6318	0.7227	0.8501
No log	1.9036	158	0.7079	0.6453	0.7079	0.8414
No log	1.9277	160	0.7938	0.5767	0.7938	0.8909
No log	1.9518	162	0.8281	0.6115	0.8281	0.9100
No log	1.9759	164	0.7280	0.6017	0.7280	0.8532
No log	2.0	166	0.7340	0.6322	0.7340	0.8567
No log	2.0241	168	0.8754	0.6261	0.8754	0.9356
No log	2.0482	170	0.9490	0.6193	0.9490	0.9742
No log	2.0723	172	0.8528	0.6496	0.8528	0.9235
No log	2.0964	174	0.7349	0.6369	0.7349	0.8573
No log	2.1205	176	0.7415	0.6248	0.7415	0.8611
No log	2.1446	178	0.8000	0.6457	0.8000	0.8944
No log	2.1687	180	0.9350	0.6205	0.9350	0.9670
No log	2.1928	182	0.8734	0.6245	0.8734	0.9346
No log	2.2169	184	0.7236	0.6192	0.7236	0.8506
No log	2.2410	186	0.7278	0.6489	0.7278	0.8531
No log	2.2651	188	0.7523	0.6340	0.7523	0.8673
No log	2.2892	190	0.7155	0.6355	0.7155	0.8458
No log	2.3133	192	0.7544	0.6444	0.7544	0.8685
No log	2.3373	194	0.7802	0.6813	0.7802	0.8833
No log	2.3614	196	0.7759	0.6477	0.7759	0.8808
No log	2.3855	198	0.7296	0.6404	0.7296	0.8542
No log	2.4096	200	0.7169	0.6114	0.7169	0.8467
No log	2.4337	202	0.7570	0.6614	0.7570	0.8701
No log	2.4578	204	0.8783	0.6329	0.8783	0.9372
No log	2.4819	206	0.9983	0.5560	0.9983	0.9991
No log	2.5060	208	1.0823	0.5414	1.0823	1.0403
No log	2.5301	210	1.0835	0.5493	1.0835	1.0409
No log	2.5542	212	1.1053	0.5776	1.1053	1.0513
No log	2.5783	214	0.9571	0.6109	0.9571	0.9783
No log	2.6024	216	0.8004	0.6907	0.8004	0.8946
No log	2.6265	218	0.7676	0.6772	0.7676	0.8761
No log	2.6506	220	0.7649	0.6676	0.7649	0.8746
No log	2.6747	222	0.7307	0.6766	0.7307	0.8548
No log	2.6988	224	0.7112	0.6772	0.7112	0.8433
No log	2.7229	226	0.7154	0.6722	0.7154	0.8458
No log	2.7470	228	0.7093	0.6680	0.7093	0.8422
No log	2.7711	230	0.7114	0.6609	0.7114	0.8434
No log	2.7952	232	0.7220	0.6612	0.7220	0.8497
No log	2.8193	234	0.7902	0.6693	0.7902	0.8890
No log	2.8434	236	0.8103	0.6731	0.8103	0.9002
No log	2.8675	238	0.8229	0.6612	0.8229	0.9072
No log	2.8916	240	0.8453	0.6557	0.8453	0.9194
No log	2.9157	242	0.7040	0.6774	0.7040	0.8391
No log	2.9398	244	0.6674	0.6412	0.6674	0.8169
No log	2.9639	246	0.7348	0.5829	0.7348	0.8572
No log	2.9880	248	0.6875	0.6293	0.6875	0.8291
No log	3.0120	250	0.6600	0.6406	0.6600	0.8124
No log	3.0361	252	0.7910	0.6509	0.7910	0.8894
No log	3.0602	254	0.8396	0.6460	0.8396	0.9163
No log	3.0843	256	0.7577	0.6656	0.7577	0.8705
No log	3.1084	258	0.6822	0.6820	0.6822	0.8260
No log	3.1325	260	0.7435	0.6795	0.7435	0.8622
No log	3.1566	262	0.7534	0.6734	0.7534	0.8680
No log	3.1807	264	0.7257	0.7110	0.7257	0.8519
No log	3.2048	266	0.7163	0.6556	0.7163	0.8464
No log	3.2289	268	0.6732	0.6872	0.6732	0.8205
No log	3.2530	270	0.6880	0.7071	0.6880	0.8295
No log	3.2771	272	0.6483	0.6916	0.6483	0.8052
No log	3.3012	274	0.7248	0.6860	0.7248	0.8513
No log	3.3253	276	1.0316	0.5755	1.0316	1.0157
No log	3.3494	278	1.1427	0.5292	1.1427	1.0690
No log	3.3735	280	0.9665	0.5836	0.9665	0.9831
No log	3.3976	282	0.7932	0.6657	0.7932	0.8906
No log	3.4217	284	0.7235	0.6777	0.7235	0.8506
No log	3.4458	286	0.7582	0.6860	0.7582	0.8708
No log	3.4699	288	0.7609	0.6999	0.7609	0.8723
No log	3.4940	290	0.6994	0.6866	0.6994	0.8363
No log	3.5181	292	0.6554	0.7231	0.6554	0.8096
No log	3.5422	294	0.6696	0.6958	0.6696	0.8183
No log	3.5663	296	0.7106	0.6845	0.7106	0.8430
No log	3.5904	298	0.7275	0.6550	0.7275	0.8529
No log	3.6145	300	0.7274	0.6558	0.7274	0.8529
No log	3.6386	302	0.6917	0.6773	0.6917	0.8317
No log	3.6627	304	0.6260	0.7284	0.6260	0.7912
No log	3.6867	306	0.6189	0.7062	0.6189	0.7867
No log	3.7108	308	0.6494	0.6983	0.6494	0.8058
No log	3.7349	310	0.8072	0.6499	0.8072	0.8984
No log	3.7590	312	0.8257	0.6486	0.8257	0.9087
No log	3.7831	314	0.6817	0.7040	0.6817	0.8257
No log	3.8072	316	0.6677	0.7088	0.6677	0.8171
No log	3.8313	318	0.6605	0.7023	0.6605	0.8127
No log	3.8554	320	0.6883	0.6940	0.6883	0.8296
No log	3.8795	322	0.7017	0.6746	0.7017	0.8377
No log	3.9036	324	0.8032	0.6348	0.8032	0.8962
No log	3.9277	326	0.8747	0.6150	0.8747	0.9353
No log	3.9518	328	0.8517	0.6293	0.8517	0.9229
No log	3.9759	330	0.7828	0.6139	0.7828	0.8848
No log	4.0	332	0.6807	0.6611	0.6807	0.8251
No log	4.0241	334	0.6425	0.6933	0.6425	0.8016
No log	4.0482	336	0.6577	0.7138	0.6577	0.8110
No log	4.0723	338	0.6847	0.7094	0.6847	0.8275
No log	4.0964	340	0.6687	0.7018	0.6687	0.8177
No log	4.1205	342	0.6710	0.6467	0.6710	0.8191
No log	4.1446	344	0.6727	0.6769	0.6727	0.8202
No log	4.1687	346	0.6813	0.6766	0.6813	0.8254
No log	4.1928	348	0.7302	0.6842	0.7302	0.8545
No log	4.2169	350	0.7796	0.6520	0.7796	0.8830
No log	4.2410	352	0.8266	0.6105	0.8266	0.9092
No log	4.2651	354	0.8955	0.5991	0.8955	0.9463
No log	4.2892	356	0.9047	0.5835	0.9047	0.9512
No log	4.3133	358	1.0772	0.5215	1.0772	1.0379
No log	4.3373	360	1.1950	0.5118	1.1950	1.0932
No log	4.3614	362	1.0877	0.5223	1.0877	1.0429
No log	4.3855	364	0.8581	0.6285	0.8581	0.9263
No log	4.4096	366	0.7417	0.6776	0.7417	0.8612
No log	4.4337	368	0.6792	0.6874	0.6792	0.8241
No log	4.4578	370	0.7020	0.7075	0.7020	0.8379
No log	4.4819	372	0.7391	0.6771	0.7391	0.8597
No log	4.5060	374	0.7814	0.6695	0.7814	0.8840
No log	4.5301	376	0.7535	0.6793	0.7535	0.8680
No log	4.5542	378	0.7303	0.6594	0.7303	0.8546
No log	4.5783	380	0.7249	0.6435	0.7249	0.8514
No log	4.6024	382	0.7574	0.6597	0.7574	0.8703
No log	4.6265	384	0.7357	0.6462	0.7357	0.8577
No log	4.6506	386	0.7337	0.6480	0.7337	0.8565
No log	4.6747	388	0.7643	0.6733	0.7643	0.8742
No log	4.6988	390	0.8223	0.6729	0.8223	0.9068
No log	4.7229	392	0.8446	0.6784	0.8446	0.9190
No log	4.7470	394	0.8258	0.6806	0.8258	0.9087
No log	4.7711	396	0.7459	0.6790	0.7459	0.8637
No log	4.7952	398	0.7280	0.6819	0.7280	0.8532
No log	4.8193	400	0.7204	0.6936	0.7204	0.8488
No log	4.8434	402	0.7933	0.6807	0.7933	0.8907
No log	4.8675	404	0.8047	0.7003	0.8047	0.8970
No log	4.8916	406	0.7354	0.6963	0.7354	0.8576
No log	4.9157	408	0.7044	0.6848	0.7044	0.8393
No log	4.9398	410	0.6996	0.6776	0.6996	0.8364
No log	4.9639	412	0.7612	0.6755	0.7612	0.8725
No log	4.9880	414	0.7315	0.6970	0.7315	0.8553
No log	5.0120	416	0.7104	0.7079	0.7104	0.8429
No log	5.0361	418	0.7431	0.6760	0.7431	0.8621
No log	5.0602	420	0.9756	0.6407	0.9756	0.9877
No log	5.0843	422	1.3635	0.5235	1.3635	1.1677
No log	5.1084	424	1.5067	0.4561	1.5067	1.2275
No log	5.1325	426	1.3903	0.4393	1.3903	1.1791
No log	5.1566	428	1.0937	0.4940	1.0937	1.0458
No log	5.1807	430	0.8016	0.6607	0.8016	0.8953
No log	5.2048	432	0.6536	0.7005	0.6536	0.8084
No log	5.2289	434	0.6349	0.7431	0.6349	0.7968
No log	5.2530	436	0.6404	0.7319	0.6404	0.8002
No log	5.2771	438	0.6937	0.7286	0.6937	0.8329
No log	5.3012	440	0.7780	0.6855	0.7780	0.8820
No log	5.3253	442	0.8626	0.6292	0.8626	0.9288
No log	5.3494	444	0.9729	0.5857	0.9729	0.9863
No log	5.3735	446	0.8842	0.6358	0.8842	0.9403
No log	5.3976	448	0.7480	0.7045	0.7480	0.8649
No log	5.4217	450	0.6644	0.7188	0.6644	0.8151
No log	5.4458	452	0.6514	0.6987	0.6514	0.8071
No log	5.4699	454	0.6687	0.7196	0.6687	0.8178
No log	5.4940	456	0.7662	0.6637	0.7662	0.8754
No log	5.5181	458	0.9181	0.6051	0.9181	0.9582
No log	5.5422	460	0.9536	0.5835	0.9536	0.9765
No log	5.5663	462	0.9256	0.6083	0.9256	0.9621
No log	5.5904	464	0.8458	0.6640	0.8458	0.9197
No log	5.6145	466	0.7460	0.7075	0.7460	0.8637
No log	5.6386	468	0.7109	0.6780	0.7109	0.8432
No log	5.6627	470	0.7263	0.6508	0.7263	0.8522
No log	5.6867	472	0.7576	0.6443	0.7576	0.8704
No log	5.7108	474	0.8135	0.6312	0.8135	0.9020
No log	5.7349	476	0.8241	0.6295	0.8241	0.9078
No log	5.7590	478	0.7951	0.6361	0.7951	0.8917
No log	5.7831	480	0.7350	0.6593	0.7350	0.8573
No log	5.8072	482	0.7229	0.6573	0.7229	0.8503
No log	5.8313	484	0.7623	0.6956	0.7623	0.8731
No log	5.8554	486	0.9217	0.6333	0.9217	0.9601
No log	5.8795	488	1.1758	0.5642	1.1758	1.0843
No log	5.9036	490	1.2090	0.5397	1.2090	1.0996
No log	5.9277	492	1.0186	0.5729	1.0186	1.0093
No log	5.9518	494	0.8470	0.6170	0.8470	0.9203
No log	5.9759	496	0.7345	0.6717	0.7345	0.8570
No log	6.0	498	0.6835	0.6306	0.6835	0.8267
0.4989	6.0241	500	0.7042	0.6082	0.7042	0.8392
0.4989	6.0482	502	0.7546	0.6403	0.7546	0.8687
0.4989	6.0723	504	0.7144	0.6416	0.7144	0.8452
0.4989	6.0964	506	0.6830	0.6163	0.6830	0.8264
0.4989	6.1205	508	0.6757	0.6764	0.6757	0.8220
0.4989	6.1446	510	0.6924	0.6735	0.6924	0.8321
0.4989	6.1687	512	0.7149	0.6276	0.7149	0.8455
0.4989	6.1928	514	0.7689	0.6465	0.7689	0.8768
0.4989	6.2169	516	0.7227	0.6535	0.7227	0.8501
0.4989	6.2410	518	0.6814	0.6711	0.6814	0.8255
0.4989	6.2651	520	0.6839	0.6721	0.6839	0.8270
0.4989	6.2892	522	0.7057	0.6701	0.7057	0.8401
0.4989	6.3133	524	0.7875	0.6574	0.7875	0.8874
0.4989	6.3373	526	0.7967	0.6529	0.7967	0.8926
0.4989	6.3614	528	0.7984	0.6600	0.7984	0.8936
0.4989	6.3855	530	0.8125	0.6470	0.8125	0.9014
0.4989	6.4096	532	0.8286	0.6279	0.8286	0.9103
0.4989	6.4337	534	0.7883	0.6255	0.7883	0.8879
0.4989	6.4578	536	0.7913	0.6255	0.7913	0.8895
0.4989	6.4819	538	0.8507	0.6279	0.8507	0.9223
0.4989	6.5060	540	0.8994	0.5933	0.8994	0.9484
0.4989	6.5301	542	0.8943	0.6229	0.8943	0.9456
0.4989	6.5542	544	0.8935	0.6431	0.8935	0.9452
0.4989	6.5783	546	0.8020	0.6693	0.8020	0.8955
0.4989	6.6024	548	0.7177	0.6613	0.7177	0.8471
0.4989	6.6265	550	0.7022	0.6649	0.7022	0.8379
0.4989	6.6506	552	0.6966	0.6649	0.6966	0.8346
0.4989	6.6747	554	0.7155	0.6491	0.7155	0.8459
0.4989	6.6988	556	0.7615	0.6930	0.7615	0.8726
0.4989	6.7229	558	0.8086	0.6695	0.8086	0.8992
0.4989	6.7470	560	0.8037	0.6619	0.8037	0.8965
0.4989	6.7711	562	0.7229	0.6725	0.7229	0.8502
0.4989	6.7952	564	0.6751	0.6661	0.6751	0.8217
0.4989	6.8193	566	0.6674	0.6681	0.6674	0.8170
0.4989	6.8434	568	0.6730	0.6765	0.6730	0.8204
0.4989	6.8675	570	0.7342	0.6926	0.7342	0.8568
0.4989	6.8916	572	0.7633	0.6648	0.7633	0.8737
0.4989	6.9157	574	0.7998	0.6279	0.7998	0.8943
0.4989	6.9398	576	0.8382	0.6214	0.8382	0.9155
0.4989	6.9639	578	0.7874	0.6191	0.7874	0.8873
0.4989	6.9880	580	0.7825	0.6408	0.7825	0.8846
0.4989	7.0120	582	0.8024	0.6408	0.8024	0.8958
0.4989	7.0361	584	0.7840	0.6305	0.7840	0.8854
0.4989	7.0602	586	0.8646	0.6284	0.8646	0.9298
0.4989	7.0843	588	0.8985	0.6187	0.8985	0.9479
0.4989	7.1084	590	0.8697	0.6187	0.8697	0.9326
0.4989	7.1325	592	0.7988	0.6180	0.7988	0.8938
0.4989	7.1566	594	0.7150	0.6385	0.7150	0.8456
0.4989	7.1807	596	0.6863	0.6443	0.6863	0.8284
0.4989	7.2048	598	0.6906	0.6627	0.6906	0.8310
0.4989	7.2289	600	0.7002	0.6729	0.7002	0.8368
0.4989	7.2530	602	0.7090	0.6842	0.7090	0.8420
0.4989	7.2771	604	0.7687	0.6569	0.7687	0.8767
0.4989	7.3012	606	0.8563	0.6564	0.8563	0.9254
0.4989	7.3253	608	0.8483	0.6307	0.8483	0.9210
0.4989	7.3494	610	0.8018	0.6413	0.8018	0.8954
0.4989	7.3735	612	0.7669	0.6639	0.7669	0.8757
0.4989	7.3976	614	0.7551	0.6710	0.7551	0.8689
0.4989	7.4217	616	0.7404	0.6770	0.7404	0.8604
0.4989	7.4458	618	0.7457	0.6829	0.7457	0.8635
0.4989	7.4699	620	0.7704	0.6690	0.7704	0.8777
0.4989	7.4940	622	0.7474	0.6699	0.7474	0.8645
0.4989	7.5181	624	0.7070	0.6869	0.7070	0.8408
0.4989	7.5422	626	0.6651	0.7078	0.6651	0.8156
0.4989	7.5663	628	0.6315	0.6859	0.6315	0.7946
0.4989	7.5904	630	0.6176	0.7074	0.6176	0.7859
0.4989	7.6145	632	0.6315	0.6966	0.6315	0.7947
0.4989	7.6386	634	0.6501	0.6968	0.6501	0.8063
0.4989	7.6627	636	0.6650	0.6948	0.6650	0.8155
0.4989	7.6867	638	0.7352	0.6953	0.7352	0.8574
0.4989	7.7108	640	0.8036	0.6603	0.8036	0.8964
0.4989	7.7349	642	0.9141	0.6471	0.9141	0.9561
0.4989	7.7590	644	0.9362	0.6139	0.9362	0.9676
0.4989	7.7831	646	0.9365	0.5812	0.9365	0.9677
0.4989	7.8072	648	0.8931	0.6008	0.8931	0.9451
0.4989	7.8313	650	0.9057	0.5946	0.9057	0.9517
0.4989	7.8554	652	0.9347	0.5872	0.9347	0.9668
0.4989	7.8795	654	0.8564	0.6534	0.8564	0.9254
0.4989	7.9036	656	0.8174	0.6450	0.8174	0.9041
0.4989	7.9277	658	0.7808	0.6468	0.7808	0.8836
0.4989	7.9518	660	0.7103	0.6541	0.7103	0.8428
0.4989	7.9759	662	0.6661	0.6459	0.6661	0.8162
0.4989	8.0	664	0.6587	0.6533	0.6587	0.8116
0.4989	8.0241	666	0.6515	0.6195	0.6515	0.8071
0.4989	8.0482	668	0.6411	0.6257	0.6411	0.8007
0.4989	8.0723	670	0.7044	0.6563	0.7044	0.8393
0.4989	8.0964	672	0.8192	0.6491	0.8192	0.9051
0.4989	8.1205	674	0.9065	0.5767	0.9065	0.9521
0.4989	8.1446	676	0.9906	0.5767	0.9906	0.9953
0.4989	8.1687	678	0.9296	0.5791	0.9296	0.9642
0.4989	8.1928	680	0.8883	0.6060	0.8883	0.9425
0.4989	8.2169	682	0.9186	0.5984	0.9186	0.9584

Framework versions

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