ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k12_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: 0.9028
• Qwk: 0.4614
• Mse: 0.9028
• Rmse: 0.9502

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	0.0290	2	4.1664	-0.0204	4.1664	2.0412
No log	0.0580	4	2.6889	0.0398	2.6889	1.6398
No log	0.0870	6	1.3134	0.0800	1.3134	1.1460
No log	0.1159	8	0.8745	-0.0224	0.8745	0.9351
No log	0.1449	10	0.7445	0.1745	0.7445	0.8628
No log	0.1739	12	0.7410	0.1607	0.7410	0.8608
No log	0.2029	14	0.7507	0.2149	0.7507	0.8664
No log	0.2319	16	0.8512	0.1437	0.8512	0.9226
No log	0.2609	18	0.7638	0.2050	0.7638	0.8740
No log	0.2899	20	0.7162	0.1446	0.7162	0.8463
No log	0.3188	22	0.9466	0.0254	0.9466	0.9729
No log	0.3478	24	1.0432	0.0	1.0432	1.0213
No log	0.3768	26	0.8906	0.0837	0.8906	0.9437
No log	0.4058	28	0.7054	0.2939	0.7054	0.8399
No log	0.4348	30	0.6693	0.2825	0.6693	0.8181
No log	0.4638	32	0.6694	0.3170	0.6694	0.8182
No log	0.4928	34	0.6132	0.3385	0.6132	0.7831
No log	0.5217	36	0.6394	0.3637	0.6394	0.7996
No log	0.5507	38	0.7871	0.4429	0.7871	0.8872
No log	0.5797	40	0.7515	0.4361	0.7515	0.8669
No log	0.6087	42	0.6992	0.5150	0.6992	0.8362
No log	0.6377	44	0.7259	0.5333	0.7259	0.8520
No log	0.6667	46	0.7814	0.4748	0.7814	0.8840
No log	0.6957	48	0.7749	0.5741	0.7749	0.8803
No log	0.7246	50	1.2060	0.3670	1.2060	1.0982
No log	0.7536	52	2.0043	0.2192	2.0043	1.4157
No log	0.7826	54	1.9153	0.2182	1.9153	1.3839
No log	0.8116	56	1.2232	0.2998	1.2232	1.1060
No log	0.8406	58	0.6353	0.5498	0.6353	0.7971
No log	0.8696	60	0.7965	0.5206	0.7965	0.8925
No log	0.8986	62	0.9336	0.5068	0.9336	0.9662
No log	0.9275	64	0.9024	0.5243	0.9024	0.9499
No log	0.9565	66	0.6072	0.5615	0.6072	0.7792
No log	0.9855	68	0.6232	0.5526	0.6232	0.7895
No log	1.0145	70	0.6982	0.5360	0.6982	0.8356
No log	1.0435	72	0.7144	0.5446	0.7144	0.8452
No log	1.0725	74	0.8389	0.4686	0.8389	0.9159
No log	1.1014	76	0.7481	0.5384	0.7481	0.8649
No log	1.1304	78	0.8441	0.5656	0.8441	0.9188
No log	1.1594	80	1.0093	0.5012	1.0093	1.0046
No log	1.1884	82	0.8958	0.5167	0.8958	0.9465
No log	1.2174	84	0.7690	0.5791	0.7690	0.8769
No log	1.2464	86	0.9599	0.4653	0.9599	0.9798
No log	1.2754	88	0.9983	0.4657	0.9983	0.9992
No log	1.3043	90	0.8197	0.4914	0.8197	0.9054
No log	1.3333	92	0.7258	0.5760	0.7258	0.8519
No log	1.3623	94	0.7695	0.5330	0.7696	0.8772
No log	1.3913	96	0.9986	0.4722	0.9986	0.9993
No log	1.4203	98	1.1201	0.4746	1.1201	1.0583
No log	1.4493	100	1.0114	0.5036	1.0114	1.0057
No log	1.4783	102	0.9327	0.5270	0.9327	0.9657
No log	1.5072	104	0.9744	0.5494	0.9744	0.9871
No log	1.5362	106	1.0663	0.5481	1.0663	1.0326
No log	1.5652	108	0.9966	0.5191	0.9966	0.9983
No log	1.5942	110	0.9642	0.5575	0.9642	0.9819
No log	1.6232	112	1.1083	0.4795	1.1083	1.0528
No log	1.6522	114	0.9743	0.4930	0.9743	0.9871
No log	1.6812	116	0.8170	0.5703	0.8170	0.9039
No log	1.7101	118	0.8140	0.5748	0.8140	0.9022
No log	1.7391	120	0.8916	0.5396	0.8916	0.9442
No log	1.7681	122	1.2821	0.4655	1.2821	1.1323
No log	1.7971	124	1.4715	0.4454	1.4715	1.2130
No log	1.8261	126	1.2907	0.4940	1.2907	1.1361
No log	1.8551	128	1.0928	0.5420	1.0928	1.0454
No log	1.8841	130	0.9256	0.5226	0.9256	0.9621
No log	1.9130	132	0.9362	0.4752	0.9362	0.9676
No log	1.9420	134	0.9591	0.4605	0.9591	0.9793
No log	1.9710	136	0.9810	0.4744	0.9810	0.9905
No log	2.0	138	0.9246	0.5075	0.9246	0.9615
No log	2.0290	140	0.8730	0.5407	0.8730	0.9343
No log	2.0580	142	0.9452	0.5140	0.9452	0.9722
No log	2.0870	144	0.9522	0.5217	0.9522	0.9758
No log	2.1159	146	0.9321	0.5208	0.9321	0.9655
No log	2.1449	148	0.8960	0.5180	0.8960	0.9466
No log	2.1739	150	0.8170	0.5359	0.8170	0.9039
No log	2.2029	152	0.8387	0.5427	0.8387	0.9158
No log	2.2319	154	0.8227	0.5425	0.8227	0.9070
No log	2.2609	156	0.8279	0.5253	0.8279	0.9099
No log	2.2899	158	0.9881	0.5157	0.9881	0.9940
No log	2.3188	160	0.9307	0.5169	0.9307	0.9647
No log	2.3478	162	0.8329	0.5253	0.8329	0.9126
No log	2.3768	164	0.8409	0.5124	0.8409	0.9170
No log	2.4058	166	0.8370	0.4806	0.8370	0.9149
No log	2.4348	168	0.8540	0.4949	0.8540	0.9241
No log	2.4638	170	0.8738	0.4836	0.8738	0.9348
No log	2.4928	172	0.9321	0.4622	0.9321	0.9655
No log	2.5217	174	1.0607	0.4065	1.0607	1.0299
No log	2.5507	176	1.0445	0.4033	1.0445	1.0220
No log	2.5797	178	0.9737	0.4841	0.9737	0.9868
No log	2.6087	180	1.0454	0.5103	1.0454	1.0225
No log	2.6377	182	1.0829	0.4751	1.0829	1.0406
No log	2.6667	184	1.0259	0.5288	1.0259	1.0129
No log	2.6957	186	0.9764	0.4989	0.9764	0.9881
No log	2.7246	188	0.9467	0.4898	0.9467	0.9730
No log	2.7536	190	0.8985	0.5306	0.8985	0.9479
No log	2.7826	192	0.8377	0.5354	0.8377	0.9153
No log	2.8116	194	0.8612	0.5034	0.8612	0.9280
No log	2.8406	196	0.9654	0.4820	0.9654	0.9826
No log	2.8696	198	0.9538	0.4811	0.9538	0.9766
No log	2.8986	200	0.8814	0.4793	0.8814	0.9388
No log	2.9275	202	0.8597	0.4925	0.8597	0.9272
No log	2.9565	204	0.8629	0.5183	0.8629	0.9289
No log	2.9855	206	0.9169	0.5046	0.9169	0.9576
No log	3.0145	208	0.9647	0.4869	0.9647	0.9822
No log	3.0435	210	1.0452	0.4703	1.0452	1.0223
No log	3.0725	212	1.1204	0.4700	1.1204	1.0585
No log	3.1014	214	1.1210	0.4603	1.1210	1.0588
No log	3.1304	216	0.9847	0.4865	0.9847	0.9923
No log	3.1594	218	0.8416	0.4925	0.8416	0.9174
No log	3.1884	220	0.7853	0.4743	0.7853	0.8862
No log	3.2174	222	0.7397	0.4776	0.7397	0.8601
No log	3.2464	224	0.7383	0.4798	0.7383	0.8593
No log	3.2754	226	0.8166	0.4899	0.8166	0.9036
No log	3.3043	228	0.8826	0.4719	0.8826	0.9395
No log	3.3333	230	0.9069	0.4940	0.9069	0.9523
No log	3.3623	232	0.8593	0.4839	0.8593	0.9270
No log	3.3913	234	0.7996	0.4601	0.7996	0.8942
No log	3.4203	236	0.7903	0.4560	0.7903	0.8890
No log	3.4493	238	0.8119	0.4600	0.8119	0.9011
No log	3.4783	240	0.8159	0.4379	0.8159	0.9033
No log	3.5072	242	0.8311	0.4923	0.8311	0.9116
No log	3.5362	244	0.9343	0.4476	0.9343	0.9666
No log	3.5652	246	1.0161	0.4388	1.0161	1.0080
No log	3.5942	248	1.0261	0.4445	1.0261	1.0129
No log	3.6232	250	1.1585	0.4193	1.1585	1.0763
No log	3.6522	252	1.1017	0.4235	1.1017	1.0496
No log	3.6812	254	0.9212	0.4336	0.9212	0.9598
No log	3.7101	256	0.8353	0.4752	0.8353	0.9139
No log	3.7391	258	0.8291	0.4764	0.8291	0.9106
No log	3.7681	260	0.8768	0.5013	0.8768	0.9364
No log	3.7971	262	0.9180	0.5229	0.9180	0.9581
No log	3.8261	264	0.9591	0.4654	0.9591	0.9794
No log	3.8551	266	0.9364	0.4705	0.9364	0.9677
No log	3.8841	268	0.9029	0.4780	0.9029	0.9502
No log	3.9130	270	0.8430	0.4857	0.8430	0.9181
No log	3.9420	272	0.7968	0.5026	0.7968	0.8927
No log	3.9710	274	0.8080	0.5018	0.8080	0.8989
No log	4.0	276	0.8239	0.5159	0.8239	0.9077
No log	4.0290	278	0.8244	0.5358	0.8244	0.9080
No log	4.0580	280	0.8259	0.5221	0.8259	0.9088
No log	4.0870	282	0.8406	0.5105	0.8406	0.9169
No log	4.1159	284	0.8402	0.4746	0.8402	0.9166
No log	4.1449	286	0.8749	0.4577	0.8749	0.9354
No log	4.1739	288	0.8780	0.4408	0.8780	0.9370
No log	4.2029	290	0.8804	0.4221	0.8804	0.9383
No log	4.2319	292	0.8116	0.4640	0.8116	0.9009
No log	4.2609	294	0.7885	0.5170	0.7885	0.8880
No log	4.2899	296	0.8229	0.4907	0.8229	0.9071
No log	4.3188	298	0.8857	0.4715	0.8857	0.9411
No log	4.3478	300	0.9501	0.4890	0.9501	0.9747
No log	4.3768	302	0.9378	0.4708	0.9378	0.9684
No log	4.4058	304	0.9074	0.4844	0.9074	0.9526
No log	4.4348	306	0.9431	0.4727	0.9431	0.9711
No log	4.4638	308	0.9830	0.4805	0.9830	0.9915
No log	4.4928	310	0.9971	0.5026	0.9971	0.9986
No log	4.5217	312	1.0632	0.4444	1.0632	1.0311
No log	4.5507	314	1.1704	0.4544	1.1704	1.0819
No log	4.5797	316	1.2103	0.4499	1.2103	1.1001
No log	4.6087	318	1.2119	0.4365	1.2119	1.1009
No log	4.6377	320	1.1328	0.4496	1.1328	1.0643
No log	4.6667	322	1.1146	0.4431	1.1146	1.0558
No log	4.6957	324	1.1461	0.4472	1.1461	1.0706
No log	4.7246	326	1.2193	0.4340	1.2193	1.1042
No log	4.7536	328	1.2616	0.4417	1.2616	1.1232
No log	4.7826	330	1.2579	0.4257	1.2579	1.1216
No log	4.8116	332	1.1252	0.4356	1.1252	1.0608
No log	4.8406	334	0.9891	0.4788	0.9891	0.9945
No log	4.8696	336	0.9165	0.4751	0.9165	0.9573
No log	4.8986	338	0.9101	0.4882	0.9101	0.9540
No log	4.9275	340	1.0027	0.4613	1.0027	1.0014
No log	4.9565	342	1.1050	0.4481	1.1049	1.0512
No log	4.9855	344	1.1006	0.4270	1.1006	1.0491
No log	5.0145	346	1.0344	0.4478	1.0344	1.0171
No log	5.0435	348	1.0327	0.4531	1.0327	1.0162
No log	5.0725	350	1.0689	0.4531	1.0689	1.0339
No log	5.1014	352	1.0611	0.4644	1.0611	1.0301
No log	5.1304	354	1.0528	0.4633	1.0528	1.0260
No log	5.1594	356	1.0304	0.4571	1.0304	1.0151
No log	5.1884	358	1.0793	0.4725	1.0793	1.0389
No log	5.2174	360	1.0722	0.4719	1.0722	1.0355
No log	5.2464	362	0.9918	0.4636	0.9918	0.9959
No log	5.2754	364	0.9455	0.4500	0.9455	0.9724
No log	5.3043	366	0.9393	0.4563	0.9393	0.9692
No log	5.3333	368	0.9285	0.4513	0.9285	0.9636
No log	5.3623	370	0.9869	0.4507	0.9869	0.9934
No log	5.3913	372	1.0062	0.4662	1.0062	1.0031
No log	5.4203	374	0.9559	0.5123	0.9559	0.9777
No log	5.4493	376	0.8475	0.4981	0.8475	0.9206
No log	5.4783	378	0.7970	0.4926	0.7970	0.8927
No log	5.5072	380	0.8046	0.4660	0.8046	0.8970
No log	5.5362	382	0.8522	0.4655	0.8522	0.9231
No log	5.5652	384	0.9697	0.4686	0.9697	0.9847
No log	5.5942	386	1.0614	0.4580	1.0614	1.0303
No log	5.6232	388	1.1087	0.4465	1.1087	1.0529
No log	5.6522	390	1.1300	0.4463	1.1300	1.0630
No log	5.6812	392	1.1566	0.4571	1.1566	1.0755
No log	5.7101	394	1.1929	0.4634	1.1929	1.0922
No log	5.7391	396	1.1405	0.4691	1.1405	1.0680
No log	5.7681	398	1.0609	0.4632	1.0609	1.0300
No log	5.7971	400	0.9646	0.4529	0.9646	0.9821
No log	5.8261	402	0.9043	0.4860	0.9043	0.9510
No log	5.8551	404	0.8886	0.5152	0.8886	0.9427
No log	5.8841	406	0.8984	0.4826	0.8984	0.9478
No log	5.9130	408	0.9171	0.4928	0.9171	0.9577
No log	5.9420	410	0.9824	0.4648	0.9824	0.9911
No log	5.9710	412	1.0660	0.4825	1.0660	1.0325
No log	6.0	414	1.0574	0.4733	1.0574	1.0283
No log	6.0290	416	0.9848	0.4708	0.9848	0.9924
No log	6.0580	418	0.9249	0.4987	0.9249	0.9617
No log	6.0870	420	0.8990	0.4869	0.8990	0.9482
No log	6.1159	422	0.8997	0.4843	0.8997	0.9485
No log	6.1449	424	0.9508	0.5113	0.9508	0.9751
No log	6.1739	426	0.9248	0.4778	0.9248	0.9617
No log	6.2029	428	0.9051	0.4910	0.9051	0.9514
No log	6.2319	430	0.8554	0.4670	0.8554	0.9249
No log	6.2609	432	0.8538	0.4948	0.8538	0.9240
No log	6.2899	434	0.8260	0.5168	0.8260	0.9089
No log	6.3188	436	0.8261	0.5150	0.8261	0.9089
No log	6.3478	438	0.8262	0.5288	0.8262	0.9089
No log	6.3768	440	0.8178	0.5284	0.8178	0.9043
No log	6.4058	442	0.8138	0.5352	0.8138	0.9021
No log	6.4348	444	0.8103	0.5173	0.8103	0.9002
No log	6.4638	446	0.7962	0.5238	0.7962	0.8923
No log	6.4928	448	0.8054	0.4828	0.8054	0.8974
No log	6.5217	450	0.7764	0.5011	0.7764	0.8811
No log	6.5507	452	0.7315	0.5216	0.7315	0.8553
No log	6.5797	454	0.7367	0.5170	0.7367	0.8583
No log	6.6087	456	0.7734	0.5051	0.7734	0.8794
No log	6.6377	458	0.8208	0.5078	0.8208	0.9060
No log	6.6667	460	0.8509	0.4686	0.8509	0.9224
No log	6.6957	462	0.8454	0.5098	0.8454	0.9194
No log	6.7246	464	0.8534	0.5089	0.8534	0.9238
No log	6.7536	466	0.9087	0.4663	0.9087	0.9532
No log	6.7826	468	0.9242	0.4663	0.9242	0.9614
No log	6.8116	470	0.8628	0.5010	0.8628	0.9289
No log	6.8406	472	0.8269	0.4860	0.8269	0.9093
No log	6.8696	474	0.7971	0.4950	0.7971	0.8928
No log	6.8986	476	0.8020	0.5049	0.8020	0.8956
No log	6.9275	478	0.8177	0.4966	0.8177	0.9042
No log	6.9565	480	0.8567	0.5056	0.8567	0.9256
No log	6.9855	482	0.8932	0.5171	0.8932	0.9451
No log	7.0145	484	0.9000	0.5085	0.9000	0.9487
No log	7.0435	486	0.8886	0.5151	0.8886	0.9426
No log	7.0725	488	0.8415	0.5189	0.8415	0.9173
No log	7.1014	490	0.7996	0.5195	0.7996	0.8942
No log	7.1304	492	0.7874	0.5201	0.7874	0.8873
No log	7.1594	494	0.7897	0.5244	0.7897	0.8886
No log	7.1884	496	0.8062	0.5291	0.8062	0.8979
No log	7.2174	498	0.8246	0.5181	0.8246	0.9081
0.4086	7.2464	500	0.8439	0.5181	0.8439	0.9186
0.4086	7.2754	502	0.8610	0.5134	0.8610	0.9279
0.4086	7.3043	504	0.8801	0.5060	0.8801	0.9381
0.4086	7.3333	506	0.9172	0.5021	0.9172	0.9577
0.4086	7.3623	508	0.9163	0.4960	0.9163	0.9572
0.4086	7.3913	510	0.8996	0.5166	0.8996	0.9485
0.4086	7.4203	512	0.8788	0.5106	0.8788	0.9375
0.4086	7.4493	514	0.8628	0.4948	0.8628	0.9289
0.4086	7.4783	516	0.8341	0.4949	0.8341	0.9133
0.4086	7.5072	518	0.8078	0.5027	0.8078	0.8988
0.4086	7.5362	520	0.7982	0.4926	0.7982	0.8934
0.4086	7.5652	522	0.7956	0.4858	0.7956	0.8920
0.4086	7.5942	524	0.7967	0.4976	0.7967	0.8926
0.4086	7.6232	526	0.7943	0.5052	0.7943	0.8912
0.4086	7.6522	528	0.7938	0.4994	0.7938	0.8910
0.4086	7.6812	530	0.8172	0.4873	0.8172	0.9040
0.4086	7.7101	532	0.8575	0.4913	0.8575	0.9260
0.4086	7.7391	534	0.8803	0.4697	0.8803	0.9383
0.4086	7.7681	536	0.8954	0.4683	0.8954	0.9463
0.4086	7.7971	538	0.9144	0.4556	0.9144	0.9563
0.4086	7.8261	540	0.8921	0.4783	0.8921	0.9445
0.4086	7.8551	542	0.8487	0.4624	0.8487	0.9212
0.4086	7.8841	544	0.8197	0.4916	0.8197	0.9054
0.4086	7.9130	546	0.7884	0.5144	0.7884	0.8879
0.4086	7.9420	548	0.7620	0.5017	0.7620	0.8729
0.4086	7.9710	550	0.7515	0.4799	0.7515	0.8669
0.4086	8.0	552	0.7564	0.5093	0.7564	0.8697
0.4086	8.0290	554	0.7643	0.4799	0.7643	0.8742
0.4086	8.0580	556	0.7890	0.4647	0.7890	0.8882
0.4086	8.0870	558	0.8362	0.5133	0.8362	0.9144
0.4086	8.1159	560	0.8984	0.4960	0.8984	0.9479
0.4086	8.1449	562	0.9278	0.4974	0.9278	0.9632
0.4086	8.1739	564	0.9219	0.4974	0.9219	0.9602
0.4086	8.2029	566	0.8999	0.4902	0.8999	0.9486
0.4086	8.2319	568	0.8945	0.4861	0.8945	0.9458
0.4086	8.2609	570	0.8743	0.4720	0.8743	0.9351
0.4086	8.2899	572	0.8592	0.4680	0.8592	0.9269
0.4086	8.3188	574	0.8389	0.4820	0.8389	0.9159
0.4086	8.3478	576	0.8192	0.4744	0.8192	0.9051
0.4086	8.3768	578	0.8026	0.5072	0.8026	0.8959
0.4086	8.4058	580	0.7902	0.5146	0.7902	0.8889
0.4086	8.4348	582	0.7728	0.5146	0.7728	0.8791
0.4086	8.4638	584	0.7800	0.5137	0.7800	0.8832
0.4086	8.4928	586	0.7994	0.5356	0.7994	0.8941
0.4086	8.5217	588	0.8210	0.5311	0.8210	0.9061
0.4086	8.5507	590	0.8552	0.5102	0.8552	0.9248
0.4086	8.5797	592	0.8709	0.5108	0.8709	0.9332
0.4086	8.6087	594	0.8802	0.5108	0.8802	0.9382
0.4086	8.6377	596	0.8716	0.4917	0.8716	0.9336
0.4086	8.6667	598	0.8622	0.4833	0.8622	0.9285
0.4086	8.6957	600	0.8437	0.4765	0.8437	0.9185
0.4086	8.7246	602	0.8330	0.4972	0.8330	0.9127
0.4086	8.7536	604	0.8324	0.4995	0.8324	0.9124
0.4086	8.7826	606	0.8389	0.5003	0.8389	0.9159
0.4086	8.8116	608	0.8478	0.5003	0.8478	0.9208
0.4086	8.8406	610	0.8532	0.4995	0.8532	0.9237
0.4086	8.8696	612	0.8636	0.5023	0.8636	0.9293
0.4086	8.8986	614	0.8810	0.4754	0.8810	0.9386
0.4086	8.9275	616	0.8956	0.4524	0.8956	0.9463
0.4086	8.9565	618	0.9036	0.4508	0.9036	0.9506
0.4086	8.9855	620	0.8999	0.4621	0.8999	0.9486
0.4086	9.0145	622	0.9006	0.4558	0.9006	0.9490
0.4086	9.0435	624	0.9002	0.4446	0.9002	0.9488
0.4086	9.0725	626	0.8993	0.4558	0.8993	0.9483
0.4086	9.1014	628	0.9037	0.4691	0.9037	0.9506
0.4086	9.1304	630	0.9166	0.4738	0.9166	0.9574
0.4086	9.1594	632	0.9322	0.4734	0.9322	0.9655
0.4086	9.1884	634	0.9443	0.4710	0.9443	0.9718
0.4086	9.2174	636	0.9457	0.4665	0.9457	0.9725
0.4086	9.2464	638	0.9318	0.4734	0.9318	0.9653
0.4086	9.2754	640	0.9166	0.4691	0.9166	0.9574
0.4086	9.3043	642	0.8999	0.4555	0.8999	0.9487
0.4086	9.3333	644	0.8908	0.4617	0.8908	0.9438
0.4086	9.3623	646	0.8897	0.4617	0.8897	0.9432
0.4086	9.3913	648	0.8910	0.4617	0.8910	0.9439
0.4086	9.4203	650	0.8903	0.4617	0.8903	0.9435
0.4086	9.4493	652	0.8900	0.4617	0.8900	0.9434
0.4086	9.4783	654	0.8907	0.4629	0.8907	0.9438
0.4086	9.5072	656	0.8913	0.4629	0.8913	0.9441
0.4086	9.5362	658	0.8944	0.4617	0.8944	0.9457
0.4086	9.5652	660	0.8952	0.4617	0.8952	0.9461
0.4086	9.5942	662	0.8993	0.4614	0.8993	0.9483
0.4086	9.6232	664	0.9036	0.4614	0.9036	0.9506
0.4086	9.6522	666	0.9045	0.4614	0.9045	0.9511
0.4086	9.6812	668	0.9059	0.4614	0.9059	0.9518
0.4086	9.7101	670	0.9072	0.4614	0.9072	0.9525
0.4086	9.7391	672	0.9056	0.4625	0.9056	0.9516
0.4086	9.7681	674	0.9044	0.4614	0.9044	0.9510
0.4086	9.7971	676	0.9040	0.4614	0.9040	0.9508
0.4086	9.8261	678	0.9040	0.4614	0.9040	0.9508
0.4086	9.8551	680	0.9031	0.4614	0.9031	0.9503
0.4086	9.8841	682	0.9032	0.4614	0.9032	0.9504
0.4086	9.9130	684	0.9030	0.4614	0.9030	0.9503
0.4086	9.9420	686	0.9025	0.4614	0.9025	0.9500
0.4086	9.9710	688	0.9026	0.4614	0.9026	0.9501
0.4086	10.0	690	0.9028	0.4614	0.9028	0.9502

Framework versions

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