ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_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: 0.8253
• Qwk: 0.5505
• Mse: 0.8253
• Rmse: 0.9084

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	0.0274	2	3.8720	0.0073	3.8720	1.9677
No log	0.0548	4	1.9091	0.0707	1.9091	1.3817
No log	0.0822	6	1.1893	0.0612	1.1893	1.0906
No log	0.1096	8	1.7054	0.0278	1.7054	1.3059
No log	0.1370	10	0.9337	-0.0241	0.9337	0.9663
No log	0.1644	12	0.7147	0.2011	0.7147	0.8454
No log	0.1918	14	0.7213	0.1409	0.7213	0.8493
No log	0.2192	16	0.6850	0.2362	0.6850	0.8277
No log	0.2466	18	0.6569	0.2577	0.6569	0.8105
No log	0.2740	20	0.6227	0.4276	0.6227	0.7891
No log	0.3014	22	0.6419	0.3321	0.6419	0.8012
No log	0.3288	24	0.6100	0.3757	0.6100	0.7810
No log	0.3562	26	0.5752	0.4882	0.5752	0.7584
No log	0.3836	28	0.5600	0.4245	0.5600	0.7483
No log	0.4110	30	0.5567	0.4480	0.5567	0.7461
No log	0.4384	32	0.5754	0.4371	0.5754	0.7586
No log	0.4658	34	0.6379	0.3791	0.6379	0.7987
No log	0.4932	36	0.6633	0.3416	0.6633	0.8144
No log	0.5205	38	0.5486	0.4845	0.5486	0.7407
No log	0.5479	40	0.6428	0.3611	0.6428	0.8017
No log	0.5753	42	0.7018	0.2799	0.7018	0.8377
No log	0.6027	44	0.6454	0.2961	0.6454	0.8034
No log	0.6301	46	0.5468	0.4214	0.5468	0.7395
No log	0.6575	48	0.5249	0.5381	0.5249	0.7245
No log	0.6849	50	0.5252	0.5446	0.5252	0.7247
No log	0.7123	52	0.5448	0.5492	0.5448	0.7381
No log	0.7397	54	0.5931	0.4797	0.5931	0.7701
No log	0.7671	56	0.6011	0.5162	0.6011	0.7753
No log	0.7945	58	0.7811	0.5203	0.7811	0.8838
No log	0.8219	60	0.8315	0.4853	0.8315	0.9119
No log	0.8493	62	0.6798	0.5508	0.6798	0.8245
No log	0.8767	64	0.8255	0.4702	0.8255	0.9086
No log	0.9041	66	0.7237	0.5131	0.7237	0.8507
No log	0.9315	68	0.7266	0.5190	0.7266	0.8524
No log	0.9589	70	0.8318	0.5652	0.8318	0.9120
No log	0.9863	72	0.8832	0.4757	0.8832	0.9398
No log	1.0137	74	0.9366	0.4701	0.9366	0.9678
No log	1.0411	76	1.0228	0.4856	1.0228	1.0113
No log	1.0685	78	1.0665	0.4814	1.0665	1.0327
No log	1.0959	80	0.9327	0.5743	0.9327	0.9658
No log	1.1233	82	0.8155	0.5313	0.8155	0.9031
No log	1.1507	84	0.7701	0.4680	0.7701	0.8776
No log	1.1781	86	0.7128	0.4658	0.7128	0.8443
No log	1.2055	88	0.7194	0.5682	0.7194	0.8482
No log	1.2329	90	1.0648	0.5097	1.0648	1.0319
No log	1.2603	92	1.0570	0.5121	1.0570	1.0281
No log	1.2877	94	0.8566	0.5254	0.8566	0.9255
No log	1.3151	96	0.8473	0.4881	0.8473	0.9205
No log	1.3425	98	0.8996	0.4875	0.8996	0.9485
No log	1.3699	100	0.9108	0.5061	0.9108	0.9544
No log	1.3973	102	0.9666	0.4933	0.9666	0.9831
No log	1.4247	104	1.0036	0.4959	1.0036	1.0018
No log	1.4521	106	0.9833	0.4857	0.9833	0.9916
No log	1.4795	108	0.9632	0.4777	0.9632	0.9814
No log	1.5068	110	0.9741	0.5036	0.9741	0.9870
No log	1.5342	112	1.0880	0.5046	1.0880	1.0431
No log	1.5616	114	1.1449	0.4907	1.1449	1.0700
No log	1.5890	116	0.9600	0.5309	0.9600	0.9798
No log	1.6164	118	0.8898	0.5196	0.8898	0.9433
No log	1.6438	120	0.8874	0.5439	0.8874	0.9420
No log	1.6712	122	0.8234	0.5570	0.8234	0.9074
No log	1.6986	124	0.6959	0.4363	0.6959	0.8342
No log	1.7260	126	0.6856	0.4634	0.6856	0.8280
No log	1.7534	128	0.7334	0.5305	0.7334	0.8564
No log	1.7808	130	0.9087	0.4586	0.9087	0.9533
No log	1.8082	132	0.8644	0.4524	0.8644	0.9297
No log	1.8356	134	0.7929	0.4800	0.7929	0.8904
No log	1.8630	136	0.7531	0.5308	0.7531	0.8678
No log	1.8904	138	0.7879	0.4939	0.7879	0.8876
No log	1.9178	140	0.8591	0.4927	0.8591	0.9269
No log	1.9452	142	0.8399	0.5025	0.8399	0.9164
No log	1.9726	144	0.7515	0.5361	0.7515	0.8669
No log	2.0	146	0.7358	0.5518	0.7358	0.8578
No log	2.0274	148	0.7289	0.5014	0.7289	0.8537
No log	2.0548	150	0.7546	0.5325	0.7546	0.8686
No log	2.0822	152	0.9301	0.4953	0.9301	0.9644
No log	2.1096	154	1.1462	0.4336	1.1462	1.0706
No log	2.1370	156	0.9609	0.4719	0.9609	0.9802
No log	2.1644	158	0.7440	0.4710	0.7440	0.8625
No log	2.1918	160	0.7630	0.4596	0.7630	0.8735
No log	2.2192	162	0.7777	0.4564	0.7777	0.8819
No log	2.2466	164	0.9353	0.4773	0.9353	0.9671
No log	2.2740	166	1.2607	0.4001	1.2607	1.1228
No log	2.3014	168	1.6887	0.3674	1.6887	1.2995
No log	2.3288	170	1.6122	0.3667	1.6122	1.2697
No log	2.3562	172	1.2807	0.4112	1.2807	1.1317
No log	2.3836	174	0.9602	0.4626	0.9602	0.9799
No log	2.4110	176	0.9335	0.4745	0.9335	0.9662
No log	2.4384	178	0.9609	0.4604	0.9609	0.9802
No log	2.4658	180	1.0130	0.4393	1.0130	1.0065
No log	2.4932	182	0.9852	0.4662	0.9852	0.9926
No log	2.5205	184	0.8792	0.4788	0.8792	0.9377
No log	2.5479	186	0.8539	0.5035	0.8539	0.9241
No log	2.5753	188	0.8528	0.5237	0.8528	0.9235
No log	2.6027	190	0.9349	0.5451	0.9349	0.9669
No log	2.6301	192	1.1729	0.4615	1.1729	1.0830
No log	2.6575	194	1.2894	0.4330	1.2894	1.1355
No log	2.6849	196	1.1253	0.4837	1.1253	1.0608
No log	2.7123	198	1.0919	0.5033	1.0919	1.0449
No log	2.7397	200	1.1339	0.4876	1.1339	1.0649
No log	2.7671	202	0.9926	0.5185	0.9926	0.9963
No log	2.7945	204	0.8571	0.5419	0.8571	0.9258
No log	2.8219	206	0.8317	0.5440	0.8317	0.9120
No log	2.8493	208	0.8673	0.5323	0.8673	0.9313
No log	2.8767	210	0.9174	0.5628	0.9174	0.9578
No log	2.9041	212	0.9157	0.5546	0.9157	0.9569
No log	2.9315	214	0.9400	0.5534	0.9400	0.9695
No log	2.9589	216	0.9650	0.5442	0.9650	0.9823
No log	2.9863	218	0.9368	0.4628	0.9368	0.9679
No log	3.0137	220	0.9617	0.4487	0.9617	0.9807
No log	3.0411	222	0.9928	0.5264	0.9928	0.9964
No log	3.0685	224	1.1320	0.4895	1.1320	1.0640
No log	3.0959	226	1.0755	0.5180	1.0755	1.0371
No log	3.1233	228	0.9091	0.5180	0.9091	0.9535
No log	3.1507	230	0.8962	0.4700	0.8962	0.9467
No log	3.1781	232	0.9067	0.4837	0.9067	0.9522
No log	3.2055	234	0.8406	0.4722	0.8406	0.9169
No log	3.2329	236	0.9460	0.5248	0.9460	0.9726
No log	3.2603	238	1.1008	0.4819	1.1008	1.0492
No log	3.2877	240	1.0387	0.4892	1.0387	1.0192
No log	3.3151	242	0.8839	0.5177	0.8839	0.9401
No log	3.3425	244	0.8317	0.4969	0.8317	0.9120
No log	3.3699	246	0.7936	0.4822	0.7936	0.8908
No log	3.3973	248	0.8168	0.4951	0.8168	0.9038
No log	3.4247	250	0.8644	0.4680	0.8644	0.9297
No log	3.4521	252	1.0664	0.4902	1.0664	1.0327
No log	3.4795	254	1.2411	0.4779	1.2411	1.1140
No log	3.5068	256	1.1824	0.4787	1.1824	1.0874
No log	3.5342	258	1.0334	0.4583	1.0334	1.0166
No log	3.5616	260	1.0388	0.4626	1.0388	1.0192
No log	3.5890	262	1.1143	0.4641	1.1143	1.0556
No log	3.6164	264	1.1332	0.4773	1.1332	1.0645
No log	3.6438	266	1.0964	0.4878	1.0964	1.0471
No log	3.6712	268	1.0003	0.4983	1.0003	1.0002
No log	3.6986	270	0.9358	0.5091	0.9358	0.9674
No log	3.7260	272	0.8703	0.4312	0.8703	0.9329
No log	3.7534	274	0.9295	0.5091	0.9295	0.9641
No log	3.7808	276	1.1370	0.4658	1.1370	1.0663
No log	3.8082	278	1.2320	0.4369	1.2320	1.1100
No log	3.8356	280	1.1703	0.4487	1.1703	1.0818
No log	3.8630	282	1.0332	0.4509	1.0332	1.0165
No log	3.8904	284	0.8880	0.5003	0.8880	0.9423
No log	3.9178	286	0.8124	0.4909	0.8124	0.9013
No log	3.9452	288	0.7951	0.4909	0.7951	0.8917
No log	3.9726	290	0.7828	0.5104	0.7828	0.8848
No log	4.0	292	0.8333	0.4691	0.8333	0.9128
No log	4.0274	294	0.8785	0.4644	0.8785	0.9373
No log	4.0548	296	0.8424	0.4653	0.8424	0.9178
No log	4.0822	298	0.7938	0.5102	0.7938	0.8910
No log	4.1096	300	0.7362	0.5321	0.7362	0.8580
No log	4.1370	302	0.7464	0.4976	0.7464	0.8639
No log	4.1644	304	0.7974	0.4860	0.7974	0.8930
No log	4.1918	306	0.8509	0.4829	0.8509	0.9225
No log	4.2192	308	0.9994	0.4966	0.9994	0.9997
No log	4.2466	310	1.0887	0.4628	1.0887	1.0434
No log	4.2740	312	1.0318	0.4686	1.0318	1.0158
No log	4.3014	314	0.9074	0.4807	0.9074	0.9526
No log	4.3288	316	0.8281	0.5016	0.8281	0.9100
No log	4.3562	318	0.8064	0.4924	0.8064	0.8980
No log	4.3836	320	0.8250	0.5182	0.8250	0.9083
No log	4.4110	322	0.8401	0.5282	0.8401	0.9166
No log	4.4384	324	0.8104	0.4846	0.8104	0.9002
No log	4.4658	326	0.7905	0.5	0.7905	0.8891
No log	4.4932	328	0.7826	0.4835	0.7826	0.8846
No log	4.5205	330	0.7930	0.5031	0.7930	0.8905
No log	4.5479	332	0.7760	0.5049	0.7760	0.8809
No log	4.5753	334	0.7951	0.5088	0.7951	0.8917
No log	4.6027	336	0.8314	0.5081	0.8314	0.9118
No log	4.6301	338	0.8693	0.4948	0.8693	0.9324
No log	4.6575	340	0.8914	0.5085	0.8914	0.9441
No log	4.6849	342	0.8764	0.5102	0.8764	0.9362
No log	4.7123	344	0.8161	0.4970	0.8161	0.9034
No log	4.7397	346	0.8014	0.5233	0.8014	0.8952
No log	4.7671	348	0.8068	0.5217	0.8068	0.8982
No log	4.7945	350	0.8362	0.4932	0.8362	0.9144
No log	4.8219	352	0.9289	0.4820	0.9289	0.9638
No log	4.8493	354	1.0339	0.4589	1.0339	1.0168
No log	4.8767	356	1.0075	0.4644	1.0075	1.0038
No log	4.9041	358	0.8987	0.4885	0.8987	0.9480
No log	4.9315	360	0.8287	0.5079	0.8287	0.9103
No log	4.9589	362	0.7993	0.5048	0.7993	0.8941
No log	4.9863	364	0.8009	0.4971	0.8009	0.8949
No log	5.0137	366	0.8276	0.5148	0.8276	0.9097
No log	5.0411	368	0.8383	0.5493	0.8383	0.9156
No log	5.0685	370	0.7939	0.5546	0.7939	0.8910
No log	5.0959	372	0.7347	0.5462	0.7347	0.8571
No log	5.1233	374	0.7157	0.4945	0.7157	0.8460
No log	5.1507	376	0.7429	0.4905	0.7429	0.8619
No log	5.1781	378	0.7826	0.4949	0.7826	0.8846
No log	5.2055	380	0.8110	0.4793	0.8110	0.9005
No log	5.2329	382	0.8428	0.4972	0.8428	0.9181
No log	5.2603	384	0.8361	0.4796	0.8361	0.9144
No log	5.2877	386	0.8214	0.4813	0.8214	0.9063
No log	5.3151	388	0.7977	0.4816	0.7977	0.8931
No log	5.3425	390	0.7756	0.4977	0.7756	0.8807
No log	5.3699	392	0.7528	0.5014	0.7528	0.8676
No log	5.3973	394	0.7801	0.5182	0.7801	0.8832
No log	5.4247	396	0.8699	0.4759	0.8699	0.9327
No log	5.4521	398	0.9642	0.4236	0.9642	0.9819
No log	5.4795	400	0.9269	0.4267	0.9269	0.9628
No log	5.5068	402	0.7974	0.5066	0.7974	0.8930
No log	5.5342	404	0.7136	0.5548	0.7136	0.8447
No log	5.5616	406	0.6963	0.5100	0.6963	0.8344
No log	5.5890	408	0.6947	0.5350	0.6947	0.8335
No log	5.6164	410	0.7339	0.5154	0.7339	0.8567
No log	5.6438	412	0.8083	0.5314	0.8083	0.8991
No log	5.6712	414	0.8897	0.5393	0.8897	0.9432
No log	5.6986	416	0.8673	0.5398	0.8673	0.9313
No log	5.7260	418	0.7657	0.4902	0.7657	0.8750
No log	5.7534	420	0.7243	0.4838	0.7243	0.8510
No log	5.7808	422	0.7129	0.5136	0.7129	0.8443
No log	5.8082	424	0.7123	0.5178	0.7123	0.8440
No log	5.8356	426	0.7142	0.5225	0.7142	0.8451
No log	5.8630	428	0.7527	0.5104	0.7527	0.8676
No log	5.8904	430	0.7989	0.5185	0.7989	0.8938
No log	5.9178	432	0.8440	0.5326	0.8440	0.9187
No log	5.9452	434	0.8731	0.5114	0.8731	0.9344
No log	5.9726	436	0.8793	0.5172	0.8793	0.9377
No log	6.0	438	0.8625	0.4908	0.8625	0.9287
No log	6.0274	440	0.8381	0.5033	0.8382	0.9155
No log	6.0548	442	0.8568	0.5040	0.8568	0.9256
No log	6.0822	444	0.9148	0.5111	0.9148	0.9565
No log	6.1096	446	0.9579	0.4843	0.9579	0.9787
No log	6.1370	448	0.9475	0.5165	0.9475	0.9734
No log	6.1644	450	0.8736	0.5481	0.8736	0.9347
No log	6.1918	452	0.8140	0.5519	0.8140	0.9022
No log	6.2192	454	0.7906	0.5586	0.7906	0.8892
No log	6.2466	456	0.7326	0.5352	0.7326	0.8559
No log	6.2740	458	0.6964	0.5214	0.6964	0.8345
No log	6.3014	460	0.6756	0.5283	0.6756	0.8219
No log	6.3288	462	0.6715	0.5283	0.6715	0.8194
No log	6.3562	464	0.6838	0.5387	0.6838	0.8269
No log	6.3836	466	0.7316	0.5387	0.7316	0.8553
No log	6.4110	468	0.8189	0.54	0.8189	0.9049
No log	6.4384	470	0.8660	0.4678	0.8660	0.9306
No log	6.4658	472	0.8943	0.4786	0.8943	0.9457
No log	6.4932	474	0.8791	0.4962	0.8791	0.9376
No log	6.5205	476	0.8353	0.5023	0.8353	0.9140
No log	6.5479	478	0.8450	0.5087	0.8450	0.9192
No log	6.5753	480	0.8581	0.4930	0.8581	0.9263
No log	6.6027	482	0.8701	0.4930	0.8701	0.9328
No log	6.6301	484	0.8891	0.5142	0.8891	0.9429
No log	6.6575	486	0.9461	0.4835	0.9461	0.9727
No log	6.6849	488	0.9627	0.4862	0.9627	0.9812
No log	6.7123	490	0.9894	0.4798	0.9894	0.9947
No log	6.7397	492	0.9866	0.4745	0.9866	0.9933
No log	6.7671	494	0.9317	0.4773	0.9317	0.9653
No log	6.7945	496	0.8365	0.5061	0.8365	0.9146
No log	6.8219	498	0.7889	0.4944	0.7889	0.8882
0.4283	6.8493	500	0.7693	0.4952	0.7693	0.8771
0.4283	6.8767	502	0.7608	0.4952	0.7608	0.8722
0.4283	6.9041	504	0.7634	0.4952	0.7634	0.8738
0.4283	6.9315	506	0.7569	0.4961	0.7569	0.8700
0.4283	6.9589	508	0.7704	0.5057	0.7704	0.8777
0.4283	6.9863	510	0.7823	0.5113	0.7823	0.8845
0.4283	7.0137	512	0.7867	0.5113	0.7867	0.8869
0.4283	7.0411	514	0.8071	0.4975	0.8071	0.8984
0.4283	7.0685	516	0.8041	0.4926	0.8041	0.8967
0.4283	7.0959	518	0.7892	0.4880	0.7892	0.8884
0.4283	7.1233	520	0.7758	0.4914	0.7758	0.8808
0.4283	7.1507	522	0.7695	0.4939	0.7695	0.8772
0.4283	7.1781	524	0.7855	0.4907	0.7855	0.8863
0.4283	7.2055	526	0.8289	0.5251	0.8289	0.9104
0.4283	7.2329	528	0.8585	0.5350	0.8585	0.9266
0.4283	7.2603	530	0.8852	0.4704	0.8852	0.9409
0.4283	7.2877	532	0.8835	0.4880	0.8835	0.9399
0.4283	7.3151	534	0.8432	0.4893	0.8432	0.9183
0.4283	7.3425	536	0.8179	0.5106	0.8179	0.9044
0.4283	7.3699	538	0.8061	0.5133	0.8061	0.8978
0.4283	7.3973	540	0.8099	0.5176	0.8099	0.9000
0.4283	7.4247	542	0.8205	0.5213	0.8205	0.9058
0.4283	7.4521	544	0.8396	0.5137	0.8396	0.9163
0.4283	7.4795	546	0.8884	0.4966	0.8884	0.9426
0.4283	7.5068	548	0.9298	0.4830	0.9298	0.9643
0.4283	7.5342	550	0.9334	0.4824	0.9334	0.9661
0.4283	7.5616	552	0.9085	0.4830	0.9085	0.9532
0.4283	7.5890	554	0.8464	0.5038	0.8464	0.9200
0.4283	7.6164	556	0.7959	0.5330	0.7959	0.8922
0.4283	7.6438	558	0.7703	0.5589	0.7703	0.8776
0.4283	7.6712	560	0.7657	0.5660	0.7657	0.8750
0.4283	7.6986	562	0.7803	0.5198	0.7803	0.8833
0.4283	7.7260	564	0.7909	0.5025	0.7909	0.8893
0.4283	7.7534	566	0.8023	0.5033	0.8023	0.8957
0.4283	7.7808	568	0.8215	0.5033	0.8215	0.9064
0.4283	7.8082	570	0.8408	0.5008	0.8408	0.9170
0.4283	7.8356	572	0.8644	0.5295	0.8644	0.9297
0.4283	7.8630	574	0.8793	0.4945	0.8793	0.9377
0.4283	7.8904	576	0.8849	0.4931	0.8849	0.9407
0.4283	7.9178	578	0.8870	0.4788	0.8870	0.9418
0.4283	7.9452	580	0.8689	0.4921	0.8689	0.9322
0.4283	7.9726	582	0.8371	0.5003	0.8371	0.9149
0.4283	8.0	584	0.8104	0.5266	0.8104	0.9002
0.4283	8.0274	586	0.8116	0.5266	0.8116	0.9009
0.4283	8.0548	588	0.8359	0.5266	0.8360	0.9143
0.4283	8.0822	590	0.8725	0.4945	0.8725	0.9341
0.4283	8.1096	592	0.9104	0.4824	0.9104	0.9541
0.4283	8.1370	594	0.9427	0.4768	0.9427	0.9709
0.4283	8.1644	596	0.9264	0.4824	0.9264	0.9625
0.4283	8.1918	598	0.9095	0.4938	0.9095	0.9537
0.4283	8.2192	600	0.8878	0.4995	0.8878	0.9422
0.4283	8.2466	602	0.8433	0.5194	0.8433	0.9183
0.4283	8.2740	604	0.8133	0.5115	0.8133	0.9018
0.4283	8.3014	606	0.8039	0.5044	0.8039	0.8966
0.4283	8.3288	608	0.8012	0.5044	0.8012	0.8951
0.4283	8.3562	610	0.8143	0.5243	0.8143	0.9024
0.4283	8.3836	612	0.8381	0.5281	0.8381	0.9155
0.4283	8.4110	614	0.8721	0.5060	0.8721	0.9338
0.4283	8.4384	616	0.9031	0.5021	0.9031	0.9503
0.4283	8.4658	618	0.9065	0.5021	0.9065	0.9521
0.4283	8.4932	620	0.8836	0.4995	0.8836	0.9400
0.4283	8.5205	622	0.8507	0.5208	0.8507	0.9223
0.4283	8.5479	624	0.8168	0.5238	0.8168	0.9038
0.4283	8.5753	626	0.8072	0.5013	0.8072	0.8984
0.4283	8.6027	628	0.8168	0.5238	0.8168	0.9038
0.4283	8.6301	630	0.8320	0.5281	0.8320	0.9121
0.4283	8.6575	632	0.8503	0.5208	0.8503	0.9221
0.4283	8.6849	634	0.8600	0.5311	0.8600	0.9274
0.4283	8.7123	636	0.8554	0.5311	0.8554	0.9249
0.4283	8.7397	638	0.8540	0.5245	0.8540	0.9241
0.4283	8.7671	640	0.8362	0.5311	0.8362	0.9145
0.4283	8.7945	642	0.8253	0.5333	0.8253	0.9085
0.4283	8.8219	644	0.8278	0.5318	0.8278	0.9098
0.4283	8.8493	646	0.8401	0.5183	0.8401	0.9166
0.4283	8.8767	648	0.8457	0.5183	0.8457	0.9196
0.4283	8.9041	650	0.8480	0.5198	0.8480	0.9209
0.4283	8.9315	652	0.8466	0.5198	0.8466	0.9201
0.4283	8.9589	654	0.8502	0.5198	0.8502	0.9221
0.4283	8.9863	656	0.8384	0.5365	0.8384	0.9156
0.4283	9.0137	658	0.8214	0.5505	0.8214	0.9063
0.4283	9.0411	660	0.8037	0.5392	0.8037	0.8965
0.4283	9.0685	662	0.7952	0.5352	0.7952	0.8917
0.4283	9.0959	664	0.7906	0.5352	0.7906	0.8892
0.4283	9.1233	666	0.7911	0.5352	0.7911	0.8895
0.4283	9.1507	668	0.7877	0.5352	0.7877	0.8875
0.4283	9.1781	670	0.7881	0.5352	0.7881	0.8877
0.4283	9.2055	672	0.7898	0.5352	0.7898	0.8887
0.4283	9.2329	674	0.7949	0.5282	0.7949	0.8915
0.4283	9.2603	676	0.8096	0.5395	0.8096	0.8998
0.4283	9.2877	678	0.8222	0.5435	0.8222	0.9067
0.4283	9.3151	680	0.8245	0.5435	0.8245	0.9080
0.4283	9.3425	682	0.8189	0.5435	0.8189	0.9049
0.4283	9.3699	684	0.8204	0.5435	0.8204	0.9057
0.4283	9.3973	686	0.8205	0.5505	0.8205	0.9058
0.4283	9.4247	688	0.8196	0.5506	0.8196	0.9053
0.4283	9.4521	690	0.8197	0.5506	0.8197	0.9054
0.4283	9.4795	692	0.8206	0.5506	0.8206	0.9059
0.4283	9.5068	694	0.8181	0.5506	0.8181	0.9045
0.4283	9.5342	696	0.8130	0.5395	0.8130	0.9017
0.4283	9.5616	698	0.8145	0.5395	0.8145	0.9025
0.4283	9.5890	700	0.8156	0.5395	0.8156	0.9031
0.4283	9.6164	702	0.8151	0.5395	0.8151	0.9028
0.4283	9.6438	704	0.8124	0.5395	0.8124	0.9014
0.4283	9.6712	706	0.8108	0.5395	0.8108	0.9005
0.4283	9.6986	708	0.8104	0.5395	0.8104	0.9002
0.4283	9.7260	710	0.8100	0.5395	0.8100	0.9000
0.4283	9.7534	712	0.8109	0.5395	0.8109	0.9005
0.4283	9.7808	714	0.8132	0.5395	0.8132	0.9018
0.4283	9.8082	716	0.8147	0.5395	0.8147	0.9026
0.4283	9.8356	718	0.8176	0.5505	0.8176	0.9042
0.4283	9.8630	720	0.8198	0.5505	0.8198	0.9054
0.4283	9.8904	722	0.8211	0.5505	0.8211	0.9061
0.4283	9.9178	724	0.8224	0.5505	0.8224	0.9069
0.4283	9.9452	726	0.8240	0.5505	0.8240	0.9077
0.4283	9.9726	728	0.8250	0.5505	0.8250	0.9083
0.4283	10.0	730	0.8253	0.5505	0.8253	0.9084

Framework versions

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