ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k19_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: 0.8525
• Qwk: 0.5276
• Mse: 0.8525
• Rmse: 0.9233

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	0.0190	2	3.9325	-0.0168	3.9325	1.9830
No log	0.0381	4	1.8390	0.0210	1.8390	1.3561
No log	0.0571	6	1.0992	0.0696	1.0992	1.0484
No log	0.0762	8	0.7439	0.2080	0.7439	0.8625
No log	0.0952	10	0.7013	0.2588	0.7013	0.8374
No log	0.1143	12	0.7911	0.2759	0.7911	0.8894
No log	0.1333	14	0.7667	0.3297	0.7667	0.8756
No log	0.1524	16	0.7776	0.2617	0.7776	0.8818
No log	0.1714	18	0.8234	0.2554	0.8234	0.9074
No log	0.1905	20	0.7905	0.2469	0.7905	0.8891
No log	0.2095	22	0.6572	0.3521	0.6572	0.8107
No log	0.2286	24	0.7146	0.3286	0.7146	0.8453
No log	0.2476	26	0.6108	0.3802	0.6108	0.7815
No log	0.2667	28	0.6617	0.3972	0.6617	0.8134
No log	0.2857	30	0.7031	0.4402	0.7031	0.8385
No log	0.3048	32	0.7722	0.4348	0.7722	0.8787
No log	0.3238	34	0.6660	0.4752	0.6660	0.8161
No log	0.3429	36	0.9111	0.3928	0.9111	0.9545
No log	0.3619	38	0.9318	0.4080	0.9318	0.9653
No log	0.3810	40	0.8509	0.4527	0.8509	0.9225
No log	0.4	42	0.9320	0.4637	0.9320	0.9654
No log	0.4190	44	0.8288	0.4491	0.8288	0.9104
No log	0.4381	46	0.8111	0.4221	0.8111	0.9006
No log	0.4571	48	0.7323	0.4169	0.7323	0.8558
No log	0.4762	50	0.6158	0.4732	0.6158	0.7847
No log	0.4952	52	0.8439	0.3562	0.8439	0.9186
No log	0.5143	54	0.7143	0.3621	0.7143	0.8452
No log	0.5333	56	0.5846	0.4687	0.5846	0.7646
No log	0.5524	58	0.6082	0.4970	0.6082	0.7799
No log	0.5714	60	0.6778	0.4723	0.6778	0.8233
No log	0.5905	62	0.6760	0.4845	0.6760	0.8222
No log	0.6095	64	0.7607	0.4651	0.7607	0.8722
No log	0.6286	66	0.8125	0.4707	0.8125	0.9014
No log	0.6476	68	0.8800	0.4626	0.8800	0.9381
No log	0.6667	70	0.8623	0.4605	0.8623	0.9286
No log	0.6857	72	0.8789	0.4964	0.8789	0.9375
No log	0.7048	74	0.8777	0.4940	0.8777	0.9369
No log	0.7238	76	0.9810	0.4782	0.9810	0.9904
No log	0.7429	78	1.0659	0.4556	1.0659	1.0324
No log	0.7619	80	0.8699	0.4979	0.8699	0.9327
No log	0.7810	82	0.6994	0.4910	0.6994	0.8363
No log	0.8	84	0.6340	0.4945	0.6340	0.7962
No log	0.8190	86	0.6206	0.5097	0.6206	0.7878
No log	0.8381	88	1.0512	0.4646	1.0512	1.0253
No log	0.8571	90	1.2649	0.3779	1.2649	1.1247
No log	0.8762	92	0.8902	0.5285	0.8902	0.9435
No log	0.8952	94	0.6588	0.5437	0.6588	0.8117
No log	0.9143	96	0.7270	0.5316	0.7270	0.8526
No log	0.9333	98	0.8834	0.5257	0.8834	0.9399
No log	0.9524	100	1.0088	0.5101	1.0088	1.0044
No log	0.9714	102	1.1244	0.5288	1.1244	1.0604
No log	0.9905	104	1.0982	0.5105	1.0982	1.0479
No log	1.0095	106	1.0270	0.4982	1.0270	1.0134
No log	1.0286	108	1.0520	0.4933	1.0520	1.0256
No log	1.0476	110	0.8139	0.5377	0.8139	0.9022
No log	1.0667	112	0.6556	0.4359	0.6556	0.8097
No log	1.0857	114	0.6286	0.4952	0.6286	0.7928
No log	1.1048	116	0.6416	0.4628	0.6416	0.8010
No log	1.1238	118	0.6928	0.5089	0.6928	0.8324
No log	1.1429	120	0.8167	0.5442	0.8167	0.9037
No log	1.1619	122	1.0050	0.5341	1.0050	1.0025
No log	1.1810	124	0.9883	0.5156	0.9883	0.9942
No log	1.2	126	1.0523	0.4992	1.0523	1.0258
No log	1.2190	128	1.0071	0.4783	1.0071	1.0035
No log	1.2381	130	1.0525	0.5024	1.0525	1.0259
No log	1.2571	132	1.4552	0.3933	1.4552	1.2063
No log	1.2762	134	1.3410	0.4122	1.3410	1.1580
No log	1.2952	136	0.8868	0.5120	0.8868	0.9417
No log	1.3143	138	0.7728	0.4967	0.7728	0.8791
No log	1.3333	140	0.7758	0.5121	0.7758	0.8808
No log	1.3524	142	0.7707	0.4834	0.7707	0.8779
No log	1.3714	144	0.8230	0.5160	0.8230	0.9072
No log	1.3905	146	0.8816	0.5369	0.8816	0.9390
No log	1.4095	148	0.7709	0.5613	0.7709	0.8780
No log	1.4286	150	0.6905	0.5561	0.6905	0.8309
No log	1.4476	152	0.6706	0.4753	0.6706	0.8189
No log	1.4667	154	0.7735	0.4972	0.7735	0.8795
No log	1.4857	156	1.0698	0.4903	1.0698	1.0343
No log	1.5048	158	1.1947	0.4518	1.1947	1.0930
No log	1.5238	160	0.9934	0.4625	0.9934	0.9967
No log	1.5429	162	1.0039	0.4971	1.0039	1.0020
No log	1.5619	164	1.0576	0.4771	1.0576	1.0284
No log	1.5810	166	1.2016	0.4706	1.2016	1.0962
No log	1.6	168	1.2287	0.4803	1.2287	1.1085
No log	1.6190	170	1.2636	0.4632	1.2636	1.1241
No log	1.6381	172	1.1324	0.4982	1.1324	1.0641
No log	1.6571	174	0.9374	0.4723	0.9374	0.9682
No log	1.6762	176	0.9244	0.4709	0.9244	0.9615
No log	1.6952	178	0.8797	0.4860	0.8797	0.9379
No log	1.7143	180	0.8835	0.4790	0.8835	0.9399
No log	1.7333	182	0.9342	0.4825	0.9342	0.9665
No log	1.7524	184	1.0053	0.4606	1.0053	1.0027
No log	1.7714	186	1.0443	0.4935	1.0443	1.0219
No log	1.7905	188	1.0546	0.4900	1.0546	1.0269
No log	1.8095	190	1.0471	0.4979	1.0471	1.0233
No log	1.8286	192	0.9760	0.5240	0.9760	0.9879
No log	1.8476	194	0.9100	0.5074	0.9100	0.9539
No log	1.8667	196	0.9588	0.5256	0.9588	0.9792
No log	1.8857	198	1.1996	0.4655	1.1996	1.0953
No log	1.9048	200	1.0777	0.4747	1.0777	1.0381
No log	1.9238	202	0.8977	0.4826	0.8977	0.9475
No log	1.9429	204	0.9449	0.5014	0.9449	0.9721
No log	1.9619	206	1.0115	0.4586	1.0115	1.0057
No log	1.9810	208	1.2255	0.4753	1.2255	1.1070
No log	2.0	210	1.6254	0.3914	1.6255	1.2749
No log	2.0190	212	1.4113	0.3984	1.4113	1.1880
No log	2.0381	214	0.9131	0.4727	0.9131	0.9556
No log	2.0571	216	0.6980	0.5030	0.6980	0.8355
No log	2.0762	218	0.6823	0.4966	0.6823	0.8260
No log	2.0952	220	0.7207	0.5365	0.7207	0.8489
No log	2.1143	222	0.8168	0.5078	0.8168	0.9038
No log	2.1333	224	0.8327	0.4979	0.8327	0.9125
No log	2.1524	226	0.8336	0.5261	0.8336	0.9130
No log	2.1714	228	0.8576	0.4760	0.8576	0.9261
No log	2.1905	230	0.9317	0.5079	0.9317	0.9653
No log	2.2095	232	1.2090	0.4690	1.2090	1.0995
No log	2.2286	234	1.4028	0.4090	1.4028	1.1844
No log	2.2476	236	1.3043	0.4467	1.3043	1.1421
No log	2.2667	238	1.0169	0.5059	1.0169	1.0084
No log	2.2857	240	0.8796	0.5224	0.8796	0.9379
No log	2.3048	242	0.8670	0.5246	0.8670	0.9311
No log	2.3238	244	0.7949	0.5646	0.7949	0.8916
No log	2.3429	246	0.7852	0.5881	0.7852	0.8861
No log	2.3619	248	0.7790	0.5675	0.7790	0.8826
No log	2.3810	250	0.7721	0.5361	0.7721	0.8787
No log	2.4	252	0.7680	0.5157	0.7680	0.8763
No log	2.4190	254	0.7542	0.5166	0.7542	0.8685
No log	2.4381	256	0.7731	0.5340	0.7731	0.8793
No log	2.4571	258	0.8157	0.5161	0.8157	0.9031
No log	2.4762	260	0.7643	0.5266	0.7643	0.8742
No log	2.4952	262	0.7083	0.5416	0.7083	0.8416
No log	2.5143	264	0.6711	0.5316	0.6711	0.8192
No log	2.5333	266	0.7114	0.5328	0.7114	0.8435
No log	2.5524	268	0.7892	0.517	0.7892	0.8884
No log	2.5714	270	0.9640	0.5084	0.9640	0.9818
No log	2.5905	272	1.2149	0.4870	1.2149	1.1022
No log	2.6095	274	1.2853	0.4808	1.2853	1.1337
No log	2.6286	276	1.0346	0.5006	1.0346	1.0172
No log	2.6476	278	0.9033	0.4952	0.9033	0.9504
No log	2.6667	280	0.8326	0.4702	0.8326	0.9125
No log	2.6857	282	0.7954	0.4744	0.7954	0.8919
No log	2.7048	284	0.7782	0.5171	0.7782	0.8822
No log	2.7238	286	0.7757	0.5118	0.7757	0.8807
No log	2.7429	288	0.8051	0.4998	0.8051	0.8973
No log	2.7619	290	0.8555	0.4856	0.8555	0.9250
No log	2.7810	292	1.0036	0.5142	1.0036	1.0018
No log	2.8	294	1.0503	0.4816	1.0503	1.0248
No log	2.8190	296	0.8774	0.5114	0.8774	0.9367
No log	2.8381	298	0.7948	0.5025	0.7948	0.8915
No log	2.8571	300	0.7352	0.5133	0.7352	0.8574
No log	2.8762	302	0.7690	0.5064	0.7690	0.8769
No log	2.8952	304	0.8178	0.5040	0.8178	0.9043
No log	2.9143	306	0.8671	0.5009	0.8671	0.9312
No log	2.9333	308	1.0487	0.4788	1.0487	1.0241
No log	2.9524	310	1.2117	0.4709	1.2117	1.1008
No log	2.9714	312	1.1216	0.4648	1.1216	1.0591
No log	2.9905	314	0.8910	0.5187	0.8910	0.9439
No log	3.0095	316	0.8524	0.5138	0.8524	0.9233
No log	3.0286	318	0.7927	0.5252	0.7927	0.8903
No log	3.0476	320	0.7782	0.5368	0.7782	0.8821
No log	3.0667	322	0.7833	0.5501	0.7833	0.8850
No log	3.0857	324	0.8266	0.5293	0.8266	0.9092
No log	3.1048	326	0.7656	0.5501	0.7656	0.8750
No log	3.1238	328	0.6518	0.5520	0.6518	0.8074
No log	3.1429	330	0.6970	0.5264	0.6970	0.8349
No log	3.1619	332	0.7276	0.5393	0.7276	0.8530
No log	3.1810	334	0.7674	0.5376	0.7674	0.8760
No log	3.2	336	0.9603	0.4987	0.9603	0.9800
No log	3.2190	338	0.9884	0.4975	0.9884	0.9942
No log	3.2381	340	0.8632	0.5190	0.8632	0.9291
No log	3.2571	342	0.8176	0.5297	0.8176	0.9042
No log	3.2762	344	0.8197	0.5174	0.8197	0.9054
No log	3.2952	346	0.8291	0.5381	0.8291	0.9105
No log	3.3143	348	0.9492	0.4975	0.9492	0.9743
No log	3.3333	350	0.9635	0.4745	0.9635	0.9816
No log	3.3524	352	0.7612	0.5558	0.7612	0.8725
No log	3.3714	354	0.7028	0.5777	0.7028	0.8383
No log	3.3905	356	0.7214	0.5450	0.7214	0.8493
No log	3.4095	358	0.8261	0.5300	0.8261	0.9089
No log	3.4286	360	0.8848	0.5318	0.8848	0.9406
No log	3.4476	362	1.0748	0.4848	1.0748	1.0367
No log	3.4667	364	1.2032	0.4682	1.2032	1.0969
No log	3.4857	366	1.3037	0.4391	1.3037	1.1418
No log	3.5048	368	1.1779	0.4537	1.1779	1.0853
No log	3.5238	370	0.8846	0.5191	0.8846	0.9405
No log	3.5429	372	0.7076	0.5577	0.7076	0.8412
No log	3.5619	374	0.7249	0.5102	0.7249	0.8514
No log	3.5810	376	0.7218	0.5086	0.7218	0.8496
No log	3.6	378	0.7388	0.5466	0.7388	0.8596
No log	3.6190	380	0.8717	0.4917	0.8717	0.9336
No log	3.6381	382	1.0135	0.5044	1.0135	1.0067
No log	3.6571	384	0.9722	0.5131	0.9722	0.9860
No log	3.6762	386	0.8237	0.5039	0.8237	0.9076
No log	3.6952	388	0.7360	0.5424	0.7360	0.8579
No log	3.7143	390	0.6955	0.4987	0.6955	0.8339
No log	3.7333	392	0.6809	0.5439	0.6809	0.8251
No log	3.7524	394	0.6786	0.5455	0.6786	0.8238
No log	3.7714	396	0.6752	0.5277	0.6752	0.8217
No log	3.7905	398	0.7588	0.4966	0.7588	0.8711
No log	3.8095	400	1.0036	0.5160	1.0036	1.0018
No log	3.8286	402	1.1780	0.4869	1.1780	1.0854
No log	3.8476	404	1.0847	0.4954	1.0847	1.0415
No log	3.8667	406	0.9181	0.5202	0.9181	0.9582
No log	3.8857	408	0.7687	0.4784	0.7687	0.8767
No log	3.9048	410	0.7297	0.5016	0.7297	0.8542
No log	3.9238	412	0.7767	0.5183	0.7767	0.8813
No log	3.9429	414	0.9613	0.5129	0.9613	0.9804
No log	3.9619	416	1.0726	0.4740	1.0726	1.0357
No log	3.9810	418	1.1254	0.4731	1.1254	1.0608
No log	4.0	420	0.9729	0.4941	0.9729	0.9864
No log	4.0190	422	0.7901	0.4873	0.7901	0.8889
No log	4.0381	424	0.7691	0.4837	0.7691	0.8770
No log	4.0571	426	0.8071	0.5017	0.8071	0.8984
No log	4.0762	428	0.8859	0.5026	0.8859	0.9412
No log	4.0952	430	0.9319	0.5050	0.9319	0.9654
No log	4.1143	432	0.8979	0.4964	0.8979	0.9476
No log	4.1333	434	0.8589	0.5057	0.8589	0.9268
No log	4.1524	436	0.8095	0.5174	0.8095	0.8997
No log	4.1714	438	0.8029	0.5131	0.8029	0.8961
No log	4.1905	440	0.8450	0.5255	0.8450	0.9193
No log	4.2095	442	0.8974	0.4871	0.8974	0.9473
No log	4.2286	444	0.8692	0.5142	0.8692	0.9323
No log	4.2476	446	0.8455	0.5218	0.8455	0.9195
No log	4.2667	448	0.8148	0.5268	0.8148	0.9026
No log	4.2857	450	0.8121	0.5218	0.8121	0.9011
No log	4.3048	452	0.7444	0.5408	0.7444	0.8628
No log	4.3238	454	0.7181	0.5408	0.7181	0.8474
No log	4.3429	456	0.7880	0.5398	0.7880	0.8877
No log	4.3619	458	0.9317	0.4991	0.9317	0.9653
No log	4.3810	460	1.0073	0.4752	1.0073	1.0037
No log	4.4	462	0.9290	0.4758	0.9290	0.9638
No log	4.4190	464	0.7811	0.5155	0.7811	0.8838
No log	4.4381	466	0.7526	0.5005	0.7526	0.8675
No log	4.4571	468	0.7739	0.5	0.7739	0.8797
No log	4.4762	470	0.7823	0.5101	0.7823	0.8845
No log	4.4952	472	0.8300	0.5172	0.8300	0.9110
No log	4.5143	474	0.9357	0.4973	0.9357	0.9673
No log	4.5333	476	0.9349	0.5085	0.9349	0.9669
No log	4.5524	478	0.8207	0.5426	0.8207	0.9059
No log	4.5714	480	0.7511	0.5180	0.7511	0.8667
No log	4.5905	482	0.7720	0.5407	0.7720	0.8786
No log	4.6095	484	0.8465	0.4937	0.8465	0.9200
No log	4.6286	486	0.8988	0.5005	0.8988	0.9481
No log	4.6476	488	0.8916	0.4944	0.8916	0.9443
No log	4.6667	490	0.7883	0.5282	0.7883	0.8878
No log	4.6857	492	0.7178	0.4885	0.7178	0.8473
No log	4.7048	494	0.6951	0.5187	0.6951	0.8337
No log	4.7238	496	0.7271	0.5055	0.7271	0.8527
No log	4.7429	498	0.8252	0.4942	0.8252	0.9084
0.4344	4.7619	500	0.8909	0.4775	0.8909	0.9439
0.4344	4.7810	502	0.9494	0.5170	0.9494	0.9744
0.4344	4.8	504	0.8796	0.5101	0.8796	0.9379
0.4344	4.8190	506	0.8026	0.5134	0.8026	0.8959
0.4344	4.8381	508	0.7434	0.4976	0.7434	0.8622
0.4344	4.8571	510	0.7483	0.5175	0.7483	0.8650
0.4344	4.8762	512	0.8507	0.5405	0.8507	0.9223
0.4344	4.8952	514	0.9386	0.5128	0.9386	0.9688
0.4344	4.9143	516	0.9320	0.5066	0.9320	0.9654
0.4344	4.9333	518	0.9212	0.4775	0.9212	0.9598
0.4344	4.9524	520	0.8658	0.4840	0.8658	0.9305
0.4344	4.9714	522	0.8821	0.4738	0.8821	0.9392
0.4344	4.9905	524	0.9262	0.4932	0.9262	0.9624
0.4344	5.0095	526	0.9506	0.4946	0.9506	0.9750
0.4344	5.0286	528	0.8781	0.5420	0.8781	0.9371
0.4344	5.0476	530	0.8020	0.5263	0.8020	0.8956
0.4344	5.0667	532	0.7632	0.5087	0.7632	0.8736
0.4344	5.0857	534	0.7639	0.4977	0.7639	0.8740
0.4344	5.1048	536	0.7883	0.5115	0.7883	0.8879
0.4344	5.1238	538	0.8139	0.4913	0.8139	0.9022
0.4344	5.1429	540	0.8079	0.5049	0.8079	0.8988
0.4344	5.1619	542	0.8241	0.5049	0.8241	0.9078
0.4344	5.1810	544	0.8173	0.4997	0.8173	0.9040
0.4344	5.2	546	0.8267	0.5083	0.8267	0.9092
0.4344	5.2190	548	0.8647	0.5064	0.8647	0.9299
0.4344	5.2381	550	0.9285	0.4785	0.9285	0.9636
0.4344	5.2571	552	0.9327	0.4775	0.9327	0.9658
0.4344	5.2762	554	0.9264	0.4785	0.9264	0.9625
0.4344	5.2952	556	0.8424	0.5402	0.8424	0.9178
0.4344	5.3143	558	0.7640	0.5493	0.7640	0.8741
0.4344	5.3333	560	0.7655	0.5646	0.7655	0.8749
0.4344	5.3524	562	0.7860	0.5258	0.7860	0.8866
0.4344	5.3714	564	0.9025	0.5296	0.9025	0.9500
0.4344	5.3905	566	1.0694	0.4762	1.0694	1.0341
0.4344	5.4095	568	1.0845	0.4703	1.0845	1.0414
0.4344	5.4286	570	0.9530	0.4977	0.9530	0.9762
0.4344	5.4476	572	0.8297	0.5163	0.8297	0.9109
0.4344	5.4667	574	0.7520	0.5348	0.7520	0.8672
0.4344	5.4857	576	0.7615	0.5243	0.7615	0.8727
0.4344	5.5048	578	0.7891	0.5242	0.7891	0.8883
0.4344	5.5238	580	0.8297	0.5242	0.8297	0.9109
0.4344	5.5429	582	0.9164	0.5041	0.9164	0.9573
0.4344	5.5619	584	0.9659	0.4842	0.9659	0.9828
0.4344	5.5810	586	0.9485	0.4797	0.9485	0.9739
0.4344	5.6	588	0.9213	0.4982	0.9213	0.9599
0.4344	5.6190	590	0.8736	0.5095	0.8736	0.9347
0.4344	5.6381	592	0.8285	0.5283	0.8285	0.9102
0.4344	5.6571	594	0.7846	0.5233	0.7846	0.8858
0.4344	5.6762	596	0.7995	0.5194	0.7995	0.8941
0.4344	5.6952	598	0.7702	0.5317	0.7702	0.8776
0.4344	5.7143	600	0.8137	0.5279	0.8137	0.9020
0.4344	5.7333	602	0.8424	0.5089	0.8424	0.9178
0.4344	5.7524	604	0.8679	0.5348	0.8679	0.9316
0.4344	5.7714	606	0.8584	0.5217	0.8584	0.9265
0.4344	5.7905	608	0.8504	0.5273	0.8504	0.9222
0.4344	5.8095	610	0.8773	0.5311	0.8773	0.9367
0.4344	5.8286	612	0.8383	0.5362	0.8383	0.9156
0.4344	5.8476	614	0.8590	0.5223	0.8590	0.9268
0.4344	5.8667	616	0.8979	0.5149	0.8979	0.9476
0.4344	5.8857	618	0.9300	0.5	0.9300	0.9643
0.4344	5.9048	620	0.9944	0.4948	0.9944	0.9972
0.4344	5.9238	622	0.9984	0.4948	0.9984	0.9992
0.4344	5.9429	624	0.9757	0.4948	0.9757	0.9878
0.4344	5.9619	626	0.8899	0.5145	0.8899	0.9433
0.4344	5.9810	628	0.8658	0.5059	0.8658	0.9305
0.4344	6.0	630	0.8364	0.5233	0.8364	0.9145
0.4344	6.0190	632	0.8338	0.5299	0.8338	0.9131
0.4344	6.0381	634	0.8399	0.5172	0.8399	0.9165
0.4344	6.0571	636	0.8285	0.5237	0.8285	0.9102
0.4344	6.0762	638	0.8543	0.5040	0.8543	0.9243
0.4344	6.0952	640	0.8410	0.5033	0.8410	0.9171
0.4344	6.1143	642	0.8988	0.5028	0.8988	0.9481
0.4344	6.1333	644	0.8789	0.5028	0.8789	0.9375
0.4344	6.1524	646	0.7989	0.5076	0.7989	0.8938
0.4344	6.1714	648	0.7506	0.5223	0.7506	0.8664
0.4344	6.1905	650	0.6924	0.5475	0.6924	0.8321
0.4344	6.2095	652	0.6445	0.5683	0.6445	0.8028
0.4344	6.2286	654	0.6570	0.5667	0.6570	0.8105
0.4344	6.2476	656	0.6929	0.5635	0.6929	0.8324
0.4344	6.2667	658	0.7975	0.5128	0.7975	0.8930
0.4344	6.2857	660	0.9109	0.4773	0.9109	0.9544
0.4344	6.3048	662	0.9882	0.5089	0.9882	0.9941
0.4344	6.3238	664	0.9924	0.4907	0.9924	0.9962
0.4344	6.3429	666	0.9634	0.4907	0.9634	0.9815
0.4344	6.3619	668	0.9548	0.4905	0.9548	0.9771
0.4344	6.3810	670	0.8989	0.5025	0.8989	0.9481
0.4344	6.4	672	0.8320	0.5347	0.8320	0.9122
0.4344	6.4190	674	0.7691	0.5560	0.7691	0.8770
0.4344	6.4381	676	0.7881	0.5494	0.7881	0.8877
0.4344	6.4571	678	0.8517	0.5131	0.8517	0.9229
0.4344	6.4762	680	0.9319	0.5107	0.9319	0.9654
0.4344	6.4952	682	1.0499	0.4707	1.0499	1.0246
0.4344	6.5143	684	1.0588	0.4605	1.0588	1.0290
0.4344	6.5333	686	1.0087	0.4831	1.0087	1.0043
0.4344	6.5524	688	0.9783	0.4794	0.9783	0.9891
0.4344	6.5714	690	0.9247	0.4724	0.9247	0.9616
0.4344	6.5905	692	0.8941	0.4974	0.8941	0.9455
0.4344	6.6095	694	0.8608	0.5252	0.8608	0.9278
0.4344	6.6286	696	0.8579	0.5047	0.8579	0.9262
0.4344	6.6476	698	0.8810	0.4885	0.8810	0.9386
0.4344	6.6667	700	0.8972	0.4817	0.8972	0.9472
0.4344	6.6857	702	0.9296	0.4807	0.9296	0.9642
0.4344	6.7048	704	0.8856	0.4837	0.8856	0.9411
0.4344	6.7238	706	0.8030	0.5238	0.8030	0.8961
0.4344	6.7429	708	0.7382	0.5264	0.7382	0.8592
0.4344	6.7619	710	0.7080	0.5377	0.7080	0.8414
0.4344	6.7810	712	0.6920	0.5592	0.6920	0.8319
0.4344	6.8	714	0.7132	0.5452	0.7132	0.8445
0.4344	6.8190	716	0.7829	0.5451	0.7829	0.8848
0.4344	6.8381	718	0.8539	0.4837	0.8539	0.9241
0.4344	6.8571	720	0.8667	0.4847	0.8667	0.9310
0.4344	6.8762	722	0.9002	0.4655	0.9002	0.9488
0.4344	6.8952	724	0.9503	0.4755	0.9503	0.9748
0.4344	6.9143	726	1.0043	0.4751	1.0043	1.0021
0.4344	6.9333	728	0.9779	0.4704	0.9779	0.9889
0.4344	6.9524	730	0.8978	0.5085	0.8978	0.9475
0.4344	6.9714	732	0.8257	0.5056	0.8257	0.9087
0.4344	6.9905	734	0.8026	0.5130	0.8026	0.8959
0.4344	7.0095	736	0.7935	0.5130	0.7935	0.8908
0.4344	7.0286	738	0.8123	0.5100	0.8123	0.9013
0.4344	7.0476	740	0.8279	0.5142	0.8279	0.9099
0.4344	7.0667	742	0.8750	0.5066	0.8750	0.9354
0.4344	7.0857	744	0.8694	0.5037	0.8694	0.9324
0.4344	7.1048	746	0.8286	0.5110	0.8286	0.9103
0.4344	7.1238	748	0.8536	0.5030	0.8536	0.9239
0.4344	7.1429	750	0.8472	0.5037	0.8472	0.9205
0.4344	7.1619	752	0.8112	0.5152	0.8112	0.9007
0.4344	7.1810	754	0.8033	0.5115	0.8033	0.8963
0.4344	7.2	756	0.7601	0.5151	0.7601	0.8718
0.4344	7.2190	758	0.7490	0.5747	0.7490	0.8654
0.4344	7.2381	760	0.7593	0.5409	0.7593	0.8714
0.4344	7.2571	762	0.7727	0.5085	0.7727	0.8790
0.4344	7.2762	764	0.7604	0.5211	0.7604	0.8720
0.4344	7.2952	766	0.7694	0.5130	0.7694	0.8772
0.4344	7.3143	768	0.8226	0.5003	0.8226	0.9070
0.4344	7.3333	770	0.8965	0.5011	0.8965	0.9469
0.4344	7.3524	772	0.9256	0.5049	0.9256	0.9621
0.4344	7.3714	774	0.9099	0.5049	0.9099	0.9539
0.4344	7.3905	776	0.8874	0.4978	0.8874	0.9420
0.4344	7.4095	778	0.8780	0.4929	0.8780	0.9370
0.4344	7.4286	780	0.8479	0.5246	0.8479	0.9208
0.4344	7.4476	782	0.8109	0.5075	0.8109	0.9005
0.4344	7.4667	784	0.7813	0.5115	0.7813	0.8839
0.4344	7.4857	786	0.7664	0.5253	0.7664	0.8754
0.4344	7.5048	788	0.7647	0.5186	0.7647	0.8745
0.4344	7.5238	790	0.7780	0.5311	0.7780	0.8820
0.4344	7.5429	792	0.8255	0.5215	0.8255	0.9086
0.4344	7.5619	794	0.8644	0.4985	0.8644	0.9297
0.4344	7.5810	796	0.8478	0.4985	0.8478	0.9207
0.4344	7.6	798	0.8135	0.5201	0.8135	0.9020
0.4344	7.6190	800	0.7752	0.5274	0.7752	0.8805
0.4344	7.6381	802	0.7912	0.5447	0.7912	0.8895
0.4344	7.6571	804	0.8020	0.5501	0.8020	0.8955
0.4344	7.6762	806	0.8088	0.5501	0.8088	0.8994
0.4344	7.6952	808	0.7991	0.5270	0.7991	0.8939
0.4344	7.7143	810	0.7832	0.5278	0.7832	0.8850
0.4344	7.7333	812	0.7833	0.5307	0.7833	0.8850
0.4344	7.7524	814	0.7846	0.5266	0.7846	0.8858
0.4344	7.7714	816	0.7996	0.5322	0.7996	0.8942
0.4344	7.7905	818	0.8213	0.5245	0.8213	0.9062
0.4344	7.8095	820	0.8382	0.5225	0.8382	0.9156
0.4344	7.8286	822	0.8096	0.5311	0.8096	0.8998
0.4344	7.8476	824	0.7729	0.5161	0.7729	0.8792
0.4344	7.8667	826	0.7355	0.5264	0.7355	0.8576
0.4344	7.8857	828	0.7247	0.5535	0.7247	0.8513
0.4344	7.9048	830	0.7468	0.5402	0.7468	0.8642
0.4344	7.9238	832	0.7855	0.5005	0.7855	0.8863
0.4344	7.9429	834	0.8448	0.5024	0.8448	0.9191
0.4344	7.9619	836	0.8981	0.5197	0.8981	0.9477
0.4344	7.9810	838	0.9431	0.4753	0.9431	0.9711
0.4344	8.0	840	0.9530	0.4753	0.9530	0.9762
0.4344	8.0190	842	0.9452	0.4753	0.9452	0.9722
0.4344	8.0381	844	0.8965	0.5213	0.8965	0.9468
0.4344	8.0571	846	0.8245	0.5122	0.8245	0.9080
0.4344	8.0762	848	0.7920	0.5198	0.7920	0.8899
0.4344	8.0952	850	0.7800	0.5155	0.7800	0.8832
0.4344	8.1143	852	0.7709	0.5103	0.7709	0.8780
0.4344	8.1333	854	0.7785	0.5109	0.7785	0.8823
0.4344	8.1524	856	0.7946	0.5146	0.7946	0.8914
0.4344	8.1714	858	0.7847	0.5109	0.7847	0.8859
0.4344	8.1905	860	0.7695	0.5057	0.7695	0.8772
0.4344	8.2095	862	0.7728	0.5057	0.7728	0.8791
0.4344	8.2286	864	0.7678	0.5238	0.7678	0.8762
0.4344	8.2476	866	0.7531	0.5371	0.7531	0.8678
0.4344	8.2667	868	0.7602	0.5238	0.7602	0.8719
0.4344	8.2857	870	0.7798	0.5149	0.7798	0.8831
0.4344	8.3048	872	0.7916	0.5149	0.7916	0.8897
0.4344	8.3238	874	0.8056	0.5149	0.8056	0.8975
0.4344	8.3429	876	0.8126	0.5155	0.8126	0.9015
0.4344	8.3619	878	0.8173	0.5161	0.8173	0.9040
0.4344	8.3810	880	0.8106	0.5161	0.8106	0.9003
0.4344	8.4	882	0.7996	0.5161	0.7996	0.8942
0.4344	8.4190	884	0.7796	0.5291	0.7796	0.8830
0.4344	8.4381	886	0.7738	0.5238	0.7738	0.8797
0.4344	8.4571	888	0.7677	0.5238	0.7677	0.8762
0.4344	8.4762	890	0.7509	0.5186	0.7509	0.8665
0.4344	8.4952	892	0.7494	0.5191	0.7494	0.8657
0.4344	8.5143	894	0.7541	0.5186	0.7541	0.8684
0.4344	8.5333	896	0.7580	0.5291	0.7580	0.8706
0.4344	8.5524	898	0.7748	0.5291	0.7748	0.8802
0.4344	8.5714	900	0.8028	0.5354	0.8028	0.8960
0.4344	8.5905	902	0.8455	0.4957	0.8455	0.9195
0.4344	8.6095	904	0.8780	0.4588	0.8780	0.9370
0.4344	8.6286	906	0.8800	0.4588	0.8800	0.9381
0.4344	8.6476	908	0.8915	0.4644	0.8915	0.9442
0.4344	8.6667	910	0.8725	0.4937	0.8725	0.9341
0.4344	8.6857	912	0.8447	0.5140	0.8447	0.9190
0.4344	8.7048	914	0.8166	0.5300	0.8166	0.9037
0.4344	8.7238	916	0.7818	0.5291	0.7818	0.8842
0.4344	8.7429	918	0.7530	0.5317	0.7530	0.8678
0.4344	8.7619	920	0.7419	0.5317	0.7419	0.8613
0.4344	8.7810	922	0.7451	0.5317	0.7451	0.8632
0.4344	8.8	924	0.7620	0.5317	0.7620	0.8730
0.4344	8.8190	926	0.7751	0.5291	0.7751	0.8804
0.4344	8.8381	928	0.7878	0.5333	0.7878	0.8876
0.4344	8.8571	930	0.8221	0.5267	0.8221	0.9067
0.4344	8.8762	932	0.8420	0.5312	0.8420	0.9176
0.4344	8.8952	934	0.8589	0.5178	0.8589	0.9268
0.4344	8.9143	936	0.8474	0.5187	0.8474	0.9205
0.4344	8.9333	938	0.8336	0.5140	0.8336	0.9130
0.4344	8.9524	940	0.8144	0.5342	0.8144	0.9025
0.4344	8.9714	942	0.8103	0.5342	0.8103	0.9002
0.4344	8.9905	944	0.8060	0.5342	0.8060	0.8978
0.4344	9.0095	946	0.8139	0.5342	0.8139	0.9021
0.4344	9.0286	948	0.8277	0.5140	0.8277	0.9098
0.4344	9.0476	950	0.8426	0.5131	0.8426	0.9179
0.4344	9.0667	952	0.8490	0.5122	0.8490	0.9214
0.4344	9.0857	954	0.8530	0.5122	0.8530	0.9236
0.4344	9.1048	956	0.8581	0.5122	0.8581	0.9263
0.4344	9.1238	958	0.8569	0.5122	0.8569	0.9257
0.4344	9.1429	960	0.8448	0.5131	0.8448	0.9191
0.4344	9.1619	962	0.8291	0.5140	0.8291	0.9105
0.4344	9.1810	964	0.8237	0.5140	0.8237	0.9076
0.4344	9.2	966	0.8306	0.5140	0.8306	0.9113
0.4344	9.2190	968	0.8318	0.5140	0.8318	0.9120
0.4344	9.2381	970	0.8265	0.5140	0.8265	0.9091
0.4344	9.2571	972	0.8191	0.5345	0.8191	0.9050
0.4344	9.2762	974	0.8002	0.5360	0.8002	0.8945
0.4344	9.2952	976	0.7866	0.5426	0.7866	0.8869
0.4344	9.3143	978	0.7845	0.5374	0.7845	0.8857
0.4344	9.3333	980	0.7912	0.5426	0.7912	0.8895
0.4344	9.3524	982	0.7972	0.5426	0.7972	0.8929
0.4344	9.3714	984	0.7996	0.5360	0.7996	0.8942
0.4344	9.3905	986	0.8071	0.5360	0.8071	0.8984
0.4344	9.4095	988	0.8199	0.5276	0.8199	0.9055
0.4344	9.4286	990	0.8334	0.5276	0.8334	0.9129
0.4344	9.4476	992	0.8475	0.5151	0.8475	0.9206
0.4344	9.4667	994	0.8599	0.5140	0.8599	0.9273
0.4344	9.4857	996	0.8612	0.5131	0.8612	0.9280
0.4344	9.5048	998	0.8552	0.5140	0.8552	0.9248
0.0666	9.5238	1000	0.8557	0.5140	0.8557	0.9251
0.0666	9.5429	1002	0.8624	0.5131	0.8624	0.9287
0.0666	9.5619	1004	0.8611	0.5131	0.8611	0.9280
0.0666	9.5810	1006	0.8580	0.5131	0.8580	0.9263
0.0666	9.6	1008	0.8514	0.5140	0.8514	0.9227
0.0666	9.6190	1010	0.8445	0.5272	0.8445	0.9190
0.0666	9.6381	1012	0.8440	0.5276	0.8440	0.9187
0.0666	9.6571	1014	0.8455	0.5276	0.8455	0.9195
0.0666	9.6762	1016	0.8455	0.5276	0.8455	0.9195
0.0666	9.6952	1018	0.8459	0.5276	0.8459	0.9197
0.0666	9.7143	1020	0.8492	0.5272	0.8492	0.9215
0.0666	9.7333	1022	0.8544	0.5140	0.8544	0.9243
0.0666	9.7524	1024	0.8600	0.5131	0.8600	0.9273
0.0666	9.7714	1026	0.8631	0.5131	0.8631	0.9290
0.0666	9.7905	1028	0.8667	0.5114	0.8667	0.9310
0.0666	9.8095	1030	0.8706	0.5105	0.8706	0.9331
0.0666	9.8286	1032	0.8711	0.5105	0.8711	0.9333
0.0666	9.8476	1034	0.8689	0.5105	0.8689	0.9321
0.0666	9.8667	1036	0.8648	0.5066	0.8648	0.9300
0.0666	9.8857	1038	0.8610	0.5131	0.8610	0.9279
0.0666	9.9048	1040	0.8572	0.5137	0.8572	0.9259
0.0666	9.9238	1042	0.8550	0.5276	0.8550	0.9247
0.0666	9.9429	1044	0.8543	0.5276	0.8543	0.9243
0.0666	9.9619	1046	0.8533	0.5276	0.8533	0.9238
0.0666	9.9810	1048	0.8528	0.5276	0.8528	0.9235
0.0666	10.0	1050	0.8525	0.5276	0.8525	0.9233

Framework versions

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