ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k13_task2_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: 0.9320
• Qwk: 0.4998
• Mse: 0.9320
• Rmse: 0.9654

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	0.0299	2	3.9360	-0.0024	3.9360	1.9839
No log	0.0597	4	2.0017	0.0483	2.0017	1.4148
No log	0.0896	6	1.2246	0.0528	1.2246	1.1066
No log	0.1194	8	1.1533	-0.0502	1.1533	1.0739
No log	0.1493	10	0.7612	0.0906	0.7612	0.8725
No log	0.1791	12	0.7668	0.1118	0.7668	0.8757
No log	0.2090	14	0.7288	0.1241	0.7288	0.8537
No log	0.2388	16	0.7201	0.1856	0.7201	0.8486
No log	0.2687	18	0.6949	0.2247	0.6949	0.8336
No log	0.2985	20	0.6571	0.2288	0.6571	0.8106
No log	0.3284	22	0.7577	0.0772	0.7577	0.8704
No log	0.3582	24	0.8313	0.0772	0.8313	0.9118
No log	0.3881	26	0.7831	0.1063	0.7831	0.8849
No log	0.4179	28	0.6935	0.1636	0.6935	0.8328
No log	0.4478	30	0.6261	0.2645	0.6261	0.7913
No log	0.4776	32	0.6672	0.3199	0.6672	0.8168
No log	0.5075	34	0.8111	0.2939	0.8111	0.9006
No log	0.5373	36	0.7070	0.2939	0.7070	0.8408
No log	0.5672	38	0.6167	0.2614	0.6167	0.7853
No log	0.5970	40	0.6469	0.2693	0.6469	0.8043
No log	0.6269	42	0.7130	0.2371	0.7130	0.8444
No log	0.6567	44	0.6422	0.2852	0.6422	0.8014
No log	0.6866	46	0.5658	0.3555	0.5658	0.7522
No log	0.7164	48	0.5732	0.3821	0.5732	0.7571
No log	0.7463	50	0.5877	0.3891	0.5877	0.7666
No log	0.7761	52	0.6377	0.4216	0.6377	0.7986
No log	0.8060	54	1.0384	0.3629	1.0384	1.0190
No log	0.8358	56	1.2953	0.2269	1.2953	1.1381
No log	0.8657	58	1.0829	0.3349	1.0829	1.0406
No log	0.8955	60	0.7480	0.4150	0.7480	0.8649
No log	0.9254	62	0.5929	0.4050	0.5929	0.7700
No log	0.9552	64	0.6643	0.3966	0.6643	0.8150
No log	0.9851	66	0.6030	0.5043	0.6030	0.7765
No log	1.0149	68	0.7232	0.4734	0.7232	0.8504
No log	1.0448	70	1.1495	0.3655	1.1495	1.0721
No log	1.0746	72	1.2130	0.3495	1.2130	1.1014
No log	1.1045	74	0.9019	0.4468	0.9019	0.9497
No log	1.1343	76	0.6946	0.4980	0.6946	0.8334
No log	1.1642	78	0.7745	0.4994	0.7745	0.8800
No log	1.1940	80	0.7518	0.5224	0.7518	0.8671
No log	1.2239	82	0.9047	0.4568	0.9047	0.9512
No log	1.2537	84	1.4037	0.3410	1.4037	1.1848
No log	1.2836	86	1.7395	0.2630	1.7395	1.3189
No log	1.3134	88	1.6947	0.3288	1.6947	1.3018
No log	1.3433	90	1.3034	0.3971	1.3034	1.1417
No log	1.3731	92	0.9337	0.5119	0.9337	0.9663
No log	1.4030	94	0.8896	0.5321	0.8896	0.9432
No log	1.4328	96	0.8676	0.5357	0.8676	0.9314
No log	1.4627	98	0.7007	0.5108	0.7007	0.8371
No log	1.4925	100	0.6855	0.4983	0.6855	0.8279
No log	1.5224	102	0.6792	0.5200	0.6792	0.8241
No log	1.5522	104	0.7848	0.4789	0.7848	0.8859
No log	1.5821	106	0.8740	0.4773	0.8740	0.9349
No log	1.6119	108	1.0224	0.5162	1.0224	1.0111
No log	1.6418	110	1.0298	0.4735	1.0298	1.0148
No log	1.6716	112	1.0183	0.4487	1.0183	1.0091
No log	1.7015	114	1.1270	0.5030	1.1270	1.0616
No log	1.7313	116	1.4624	0.4082	1.4624	1.2093
No log	1.7612	118	1.4749	0.4082	1.4749	1.2144
No log	1.7910	120	1.1605	0.4737	1.1605	1.0773
No log	1.8209	122	0.9371	0.4582	0.9371	0.9681
No log	1.8507	124	0.9287	0.4575	0.9287	0.9637
No log	1.8806	126	0.9707	0.4719	0.9707	0.9852
No log	1.9104	128	1.0530	0.4436	1.0530	1.0261
No log	1.9403	130	1.2173	0.4694	1.2173	1.1033
No log	1.9701	132	1.4950	0.3480	1.4950	1.2227
No log	2.0	134	1.3337	0.4125	1.3337	1.1549
No log	2.0299	136	0.8745	0.4613	0.8745	0.9352
No log	2.0597	138	0.7953	0.4507	0.7953	0.8918
No log	2.0896	140	0.8014	0.4750	0.8014	0.8952
No log	2.1194	142	0.7789	0.4359	0.7789	0.8825
No log	2.1493	144	1.0676	0.4963	1.0676	1.0332
No log	2.1791	146	1.4885	0.3493	1.4885	1.2201
No log	2.2090	148	1.4277	0.3804	1.4277	1.1949
No log	2.2388	150	1.0946	0.4991	1.0946	1.0462
No log	2.2687	152	0.9862	0.4617	0.9862	0.9931
No log	2.2985	154	1.0186	0.4507	1.0186	1.0093
No log	2.3284	156	1.0799	0.4698	1.0799	1.0392
No log	2.3582	158	1.2129	0.4978	1.2129	1.1013
No log	2.3881	160	1.4784	0.3523	1.4784	1.2159
No log	2.4179	162	1.3647	0.4051	1.3647	1.1682
No log	2.4478	164	1.0440	0.4939	1.0440	1.0218
No log	2.4776	166	0.8135	0.4532	0.8135	0.9019
No log	2.5075	168	0.8118	0.4951	0.8118	0.9010
No log	2.5373	170	0.8115	0.4845	0.8115	0.9008
No log	2.5672	172	0.8237	0.4761	0.8237	0.9076
No log	2.5970	174	0.9825	0.4884	0.9825	0.9912
No log	2.6269	176	1.4006	0.4162	1.4006	1.1835
No log	2.6567	178	1.5259	0.375	1.5259	1.2353
No log	2.6866	180	1.2528	0.4265	1.2528	1.1193
No log	2.7164	182	0.9448	0.4730	0.9448	0.9720
No log	2.7463	184	0.8599	0.4705	0.8599	0.9273
No log	2.7761	186	0.8606	0.4662	0.8606	0.9277
No log	2.8060	188	0.9207	0.4586	0.9207	0.9596
No log	2.8358	190	1.1236	0.5032	1.1236	1.0600
No log	2.8657	192	1.2299	0.4372	1.2299	1.1090
No log	2.8955	194	1.3140	0.4330	1.3140	1.1463
No log	2.9254	196	1.3692	0.3998	1.3692	1.1701
No log	2.9552	198	1.1487	0.4673	1.1487	1.0718
No log	2.9851	200	0.9539	0.4386	0.9539	0.9767
No log	3.0149	202	0.9615	0.5095	0.9615	0.9806
No log	3.0448	204	0.9883	0.4412	0.9883	0.9941
No log	3.0746	206	1.1979	0.4472	1.1979	1.0945
No log	3.1045	208	1.6316	0.3480	1.6316	1.2773
No log	3.1343	210	2.2107	0.2948	2.2107	1.4868
No log	3.1642	212	2.2996	0.2958	2.2996	1.5164
No log	3.1940	214	1.9566	0.2994	1.9566	1.3988
No log	3.2239	216	1.4495	0.3803	1.4495	1.2039
No log	3.2537	218	1.1720	0.4737	1.1720	1.0826
No log	3.2836	220	1.0576	0.4588	1.0576	1.0284
No log	3.3134	222	0.9792	0.4787	0.9792	0.9895
No log	3.3433	224	0.9771	0.4889	0.9771	0.9885
No log	3.3731	226	1.0811	0.4748	1.0811	1.0398
No log	3.4030	228	1.0493	0.4739	1.0493	1.0244
No log	3.4328	230	0.8979	0.5036	0.8979	0.9476
No log	3.4627	232	0.8443	0.5046	0.8443	0.9188
No log	3.4925	234	0.8198	0.4844	0.8198	0.9055
No log	3.5224	236	0.8063	0.4753	0.8063	0.8980
No log	3.5522	238	0.8446	0.4734	0.8446	0.9190
No log	3.5821	240	0.9295	0.4930	0.9295	0.9641
No log	3.6119	242	1.1171	0.4638	1.1171	1.0569
No log	3.6418	244	1.1986	0.4465	1.1986	1.0948
No log	3.6716	246	1.1298	0.4591	1.1298	1.0629
No log	3.7015	248	1.0627	0.4561	1.0627	1.0309
No log	3.7313	250	1.0080	0.5230	1.0080	1.0040
No log	3.7612	252	1.0045	0.5258	1.0045	1.0022
No log	3.7910	254	1.0088	0.5196	1.0088	1.0044
No log	3.8209	256	1.0261	0.5170	1.0261	1.0130
No log	3.8507	258	1.1174	0.4731	1.1174	1.0570
No log	3.8806	260	1.1211	0.4768	1.1211	1.0588
No log	3.9104	262	1.0010	0.5016	1.0010	1.0005
No log	3.9403	264	0.8503	0.5442	0.8503	0.9221
No log	3.9701	266	0.8222	0.4726	0.8222	0.9068
No log	4.0	268	0.8588	0.5248	0.8588	0.9267
No log	4.0299	270	1.0403	0.4977	1.0403	1.0200
No log	4.0597	272	1.2315	0.4343	1.2315	1.1097
No log	4.0896	274	1.2706	0.4032	1.2706	1.1272
No log	4.1194	276	1.1282	0.4333	1.1282	1.0622
No log	4.1493	278	1.0648	0.4335	1.0648	1.0319
No log	4.1791	280	1.0344	0.4703	1.0344	1.0171
No log	4.2090	282	1.1090	0.4278	1.1090	1.0531
No log	4.2388	284	1.2751	0.4015	1.2751	1.1292
No log	4.2687	286	1.2524	0.4212	1.2524	1.1191
No log	4.2985	288	1.0391	0.4802	1.0391	1.0194
No log	4.3284	290	0.9134	0.5106	0.9134	0.9557
No log	4.3582	292	0.8481	0.4577	0.8481	0.9209
No log	4.3881	294	0.8283	0.4577	0.8283	0.9101
No log	4.4179	296	0.8838	0.5048	0.8838	0.9401
No log	4.4478	298	1.0590	0.4496	1.0590	1.0291
No log	4.4776	300	1.0997	0.4247	1.0997	1.0487
No log	4.5075	302	0.9850	0.4748	0.9850	0.9925
No log	4.5373	304	0.8540	0.5238	0.8540	0.9241
No log	4.5672	306	0.7976	0.4912	0.7976	0.8931
No log	4.5970	308	0.8229	0.5038	0.8229	0.9072
No log	4.6269	310	0.8995	0.4838	0.8995	0.9484
No log	4.6567	312	0.9372	0.4979	0.9372	0.9681
No log	4.6866	314	1.0404	0.4734	1.0404	1.0200
No log	4.7164	316	1.1401	0.4118	1.1401	1.0678
No log	4.7463	318	1.1897	0.4120	1.1897	1.0907
No log	4.7761	320	1.1334	0.4377	1.1334	1.0646
No log	4.8060	322	1.1178	0.4463	1.1178	1.0572
No log	4.8358	324	1.1393	0.4252	1.1393	1.0674
No log	4.8657	326	1.0671	0.4645	1.0671	1.0330
No log	4.8955	328	1.0262	0.4536	1.0262	1.0130
No log	4.9254	330	1.0564	0.4384	1.0564	1.0278
No log	4.9552	332	1.0019	0.4621	1.0019	1.0009
No log	4.9851	334	0.8772	0.5078	0.8772	0.9366
No log	5.0149	336	0.7674	0.4739	0.7674	0.8760
No log	5.0448	338	0.7577	0.4631	0.7577	0.8704
No log	5.0746	340	0.7581	0.4553	0.7581	0.8707
No log	5.1045	342	0.7952	0.4715	0.7952	0.8917
No log	5.1343	344	0.9418	0.5282	0.9418	0.9705
No log	5.1642	346	1.2093	0.4357	1.2093	1.0997
No log	5.1940	348	1.3066	0.3998	1.3066	1.1431
No log	5.2239	350	1.2190	0.4210	1.2190	1.1041
No log	5.2537	352	1.0805	0.4763	1.0805	1.0395
No log	5.2836	354	0.9457	0.5311	0.9457	0.9724
No log	5.3134	356	0.8898	0.5007	0.8898	0.9433
No log	5.3433	358	0.8678	0.5157	0.8678	0.9315
No log	5.3731	360	0.8518	0.5025	0.8518	0.9229
No log	5.4030	362	0.9189	0.4827	0.9189	0.9586
No log	5.4328	364	1.0100	0.5336	1.0100	1.0050
No log	5.4627	366	1.0008	0.5336	1.0008	1.0004
No log	5.4925	368	0.9585	0.5204	0.9585	0.9791
No log	5.5224	370	0.8835	0.5227	0.8835	0.9400
No log	5.5522	372	0.8667	0.5668	0.8667	0.9310
No log	5.5821	374	0.8611	0.5516	0.8611	0.9279
No log	5.6119	376	0.8160	0.5390	0.8160	0.9033
No log	5.6418	378	0.7575	0.5753	0.7575	0.8703
No log	5.6716	380	0.7444	0.5348	0.7444	0.8628
No log	5.7015	382	0.7822	0.5574	0.7822	0.8844
No log	5.7313	384	0.8419	0.5424	0.8419	0.9175
No log	5.7612	386	0.9534	0.5363	0.9534	0.9764
No log	5.7910	388	1.0850	0.4916	1.0850	1.0417
No log	5.8209	390	1.1233	0.4762	1.1233	1.0598
No log	5.8507	392	1.0955	0.4711	1.0955	1.0467
No log	5.8806	394	1.0323	0.4866	1.0323	1.0160
No log	5.9104	396	0.9372	0.5654	0.9372	0.9681
No log	5.9403	398	0.8276	0.5402	0.8276	0.9097
No log	5.9701	400	0.7882	0.5322	0.7882	0.8878
No log	6.0	402	0.7873	0.5356	0.7873	0.8873
No log	6.0299	404	0.8216	0.5243	0.8216	0.9064
No log	6.0597	406	0.9280	0.5245	0.9280	0.9633
No log	6.0896	408	1.0170	0.4758	1.0170	1.0085
No log	6.1194	410	1.0277	0.4754	1.0277	1.0137
No log	6.1493	412	0.9799	0.4778	0.9799	0.9899
No log	6.1791	414	0.9195	0.4905	0.9195	0.9589
No log	6.2090	416	0.9200	0.5138	0.9200	0.9592
No log	6.2388	418	0.9321	0.5002	0.9321	0.9654
No log	6.2687	420	0.9864	0.4823	0.9864	0.9932
No log	6.2985	422	0.9758	0.4995	0.9758	0.9878
No log	6.3284	424	0.9611	0.5123	0.9611	0.9803
No log	6.3582	426	0.9976	0.4989	0.9976	0.9988
No log	6.3881	428	1.0026	0.4989	1.0026	1.0013
No log	6.4179	430	0.9611	0.5263	0.9611	0.9803
No log	6.4478	432	0.9037	0.5530	0.9037	0.9506
No log	6.4776	434	0.8402	0.5355	0.8402	0.9166
No log	6.5075	436	0.7981	0.5326	0.7981	0.8934
No log	6.5373	438	0.7804	0.5380	0.7804	0.8834
No log	6.5672	440	0.8045	0.5491	0.8045	0.8969
No log	6.5970	442	0.8537	0.5678	0.8537	0.9240
No log	6.6269	444	0.9040	0.5407	0.9040	0.9508
No log	6.6567	446	0.8749	0.5528	0.8749	0.9354
No log	6.6866	448	0.8356	0.5479	0.8356	0.9141
No log	6.7164	450	0.7571	0.5545	0.7571	0.8701
No log	6.7463	452	0.7257	0.5089	0.7257	0.8519
No log	6.7761	454	0.7456	0.5384	0.7456	0.8635
No log	6.8060	456	0.7967	0.5339	0.7967	0.8926
No log	6.8358	458	0.8941	0.5361	0.8941	0.9455
No log	6.8657	460	1.0643	0.4932	1.0643	1.0317
No log	6.8955	462	1.1895	0.4408	1.1895	1.0906
No log	6.9254	464	1.2119	0.4457	1.2119	1.1009
No log	6.9552	466	1.1638	0.4712	1.1638	1.0788
No log	6.9851	468	1.1041	0.4726	1.1041	1.0508
No log	7.0149	470	1.0635	0.4945	1.0635	1.0313
No log	7.0448	472	0.9722	0.4911	0.9722	0.9860
No log	7.0746	474	0.9056	0.5037	0.9056	0.9516
No log	7.1045	476	0.8844	0.5123	0.8844	0.9404
No log	7.1343	478	0.8980	0.5092	0.8980	0.9476
No log	7.1642	480	0.8963	0.5101	0.8963	0.9467
No log	7.1940	482	0.8926	0.5117	0.8926	0.9448
No log	7.2239	484	0.8607	0.5078	0.8607	0.9278
No log	7.2537	486	0.8379	0.5162	0.8379	0.9154
No log	7.2836	488	0.8526	0.5208	0.8526	0.9234
No log	7.3134	490	0.9232	0.5045	0.9232	0.9608
No log	7.3433	492	1.0049	0.4995	1.0049	1.0024
No log	7.3731	494	1.0561	0.4822	1.0561	1.0276
No log	7.4030	496	1.0396	0.4936	1.0396	1.0196
No log	7.4328	498	1.0547	0.4930	1.0547	1.0270
0.4708	7.4627	500	1.0594	0.4930	1.0594	1.0293
0.4708	7.4925	502	1.1088	0.4807	1.1088	1.0530
0.4708	7.5224	504	1.1235	0.4639	1.1235	1.0600
0.4708	7.5522	506	1.1239	0.4482	1.1239	1.0601
0.4708	7.5821	508	1.0815	0.4808	1.0815	1.0400
0.4708	7.6119	510	1.0473	0.4813	1.0473	1.0234
0.4708	7.6418	512	0.9872	0.4995	0.9872	0.9936
0.4708	7.6716	514	0.9203	0.5046	0.9203	0.9593
0.4708	7.7015	516	0.8569	0.5093	0.8569	0.9257
0.4708	7.7313	518	0.8377	0.5335	0.8377	0.9152
0.4708	7.7612	520	0.8555	0.5140	0.8555	0.9249
0.4708	7.7910	522	0.9031	0.5104	0.9031	0.9503
0.4708	7.8209	524	0.9879	0.5009	0.9879	0.9939
0.4708	7.8507	526	1.0701	0.4773	1.0701	1.0344
0.4708	7.8806	528	1.0835	0.4773	1.0835	1.0409
0.4708	7.9104	530	1.0654	0.4773	1.0654	1.0322
0.4708	7.9403	532	1.0165	0.4995	1.0165	1.0082
0.4708	7.9701	534	0.9483	0.5083	0.9483	0.9738
0.4708	8.0	536	0.8835	0.5189	0.8835	0.9399
0.4708	8.0299	538	0.8507	0.5263	0.8507	0.9223
0.4708	8.0597	540	0.8504	0.5223	0.8504	0.9222
0.4708	8.0896	542	0.8554	0.5156	0.8554	0.9249
0.4708	8.1194	544	0.8823	0.5175	0.8823	0.9393
0.4708	8.1493	546	0.9142	0.5039	0.9142	0.9562
0.4708	8.1791	548	0.9440	0.4969	0.9440	0.9716
0.4708	8.2090	550	0.9913	0.4949	0.9913	0.9957
0.4708	8.2388	552	1.0188	0.4949	1.0188	1.0094
0.4708	8.2687	554	1.0494	0.4733	1.0494	1.0244
0.4708	8.2985	556	1.0588	0.4624	1.0588	1.0290
0.4708	8.3284	558	1.0618	0.4682	1.0618	1.0305
0.4708	8.3582	560	1.0507	0.4800	1.0507	1.0251
0.4708	8.3881	562	1.0724	0.4786	1.0724	1.0356
0.4708	8.4179	564	1.1229	0.4615	1.1229	1.0597
0.4708	8.4478	566	1.1367	0.4663	1.1367	1.0662
0.4708	8.4776	568	1.1507	0.4663	1.1507	1.0727
0.4708	8.5075	570	1.1501	0.4663	1.1501	1.0724
0.4708	8.5373	572	1.1445	0.4663	1.1445	1.0698
0.4708	8.5672	574	1.1441	0.4663	1.1441	1.0696
0.4708	8.5970	576	1.1162	0.4670	1.1162	1.0565
0.4708	8.6269	578	1.0733	0.4950	1.0733	1.0360
0.4708	8.6567	580	1.0202	0.5129	1.0202	1.0100
0.4708	8.6866	582	0.9753	0.5038	0.9753	0.9876
0.4708	8.7164	584	0.9511	0.5215	0.9511	0.9752
0.4708	8.7463	586	0.9363	0.5224	0.9363	0.9676
0.4708	8.7761	588	0.9442	0.5215	0.9442	0.9717
0.4708	8.8060	590	0.9668	0.5098	0.9668	0.9833
0.4708	8.8358	592	0.9718	0.5142	0.9718	0.9858
0.4708	8.8657	594	0.9875	0.5142	0.9875	0.9937
0.4708	8.8955	596	0.9932	0.5142	0.9932	0.9966
0.4708	8.9254	598	1.0054	0.5129	1.0054	1.0027
0.4708	8.9552	600	1.0097	0.5129	1.0097	1.0048
0.4708	8.9851	602	1.0034	0.5129	1.0034	1.0017
0.4708	9.0149	604	0.9940	0.5129	0.9940	0.9970
0.4708	9.0448	606	0.9746	0.5189	0.9746	0.9872
0.4708	9.0746	608	0.9691	0.5189	0.9691	0.9844
0.4708	9.1045	610	0.9837	0.5129	0.9837	0.9918
0.4708	9.1343	612	0.9890	0.5129	0.9890	0.9945
0.4708	9.1642	614	0.9966	0.5129	0.9966	0.9983
0.4708	9.1940	616	1.0119	0.5175	1.0119	1.0059
0.4708	9.2239	618	1.0211	0.5054	1.0211	1.0105
0.4708	9.2537	620	1.0259	0.5054	1.0259	1.0128
0.4708	9.2836	622	1.0130	0.5167	1.0130	1.0065
0.4708	9.3134	624	0.9933	0.5129	0.9933	0.9967
0.4708	9.3433	626	0.9755	0.5298	0.9755	0.9877
0.4708	9.3731	628	0.9539	0.5366	0.9539	0.9767
0.4708	9.4030	630	0.9318	0.5280	0.9318	0.9653
0.4708	9.4328	632	0.9228	0.5299	0.9228	0.9606
0.4708	9.4627	634	0.9244	0.5299	0.9244	0.9615
0.4708	9.4925	636	0.9259	0.5299	0.9259	0.9623
0.4708	9.5224	638	0.9326	0.5286	0.9326	0.9657
0.4708	9.5522	640	0.9414	0.5286	0.9414	0.9702
0.4708	9.5821	642	0.9487	0.5224	0.9487	0.9740
0.4708	9.6119	644	0.9506	0.5163	0.9506	0.9750
0.4708	9.6418	646	0.9463	0.5163	0.9463	0.9728
0.4708	9.6716	648	0.9408	0.5163	0.9408	0.9700
0.4708	9.7015	650	0.9395	0.5163	0.9395	0.9693
0.4708	9.7313	652	0.9385	0.5046	0.9385	0.9688
0.4708	9.7612	654	0.9345	0.5046	0.9345	0.9667
0.4708	9.7910	656	0.9329	0.5046	0.9329	0.9659
0.4708	9.8209	658	0.9344	0.5046	0.9344	0.9667
0.4708	9.8507	660	0.9372	0.5046	0.9372	0.9681
0.4708	9.8806	662	0.9366	0.5046	0.9366	0.9678
0.4708	9.9104	664	0.9350	0.5046	0.9350	0.9669
0.4708	9.9403	666	0.9339	0.4998	0.9339	0.9664
0.4708	9.9701	668	0.9323	0.4998	0.9323	0.9656
0.4708	10.0	670	0.9320	0.4998	0.9320	0.9654

Framework versions

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