ArabicNewSplits6_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: 0.6514
• Qwk: 0.5262
• Mse: 0.6514
• Rmse: 0.8071

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	0.0213	2	4.2306	-0.0222	4.2306	2.0568
No log	0.0426	4	2.3352	0.0	2.3352	1.5281
No log	0.0638	6	1.5569	-0.0546	1.5569	1.2478
No log	0.0851	8	1.6326	-0.0252	1.6326	1.2777
No log	0.1064	10	1.1835	-0.0183	1.1835	1.0879
No log	0.1277	12	0.8049	0.0804	0.8049	0.8972
No log	0.1489	14	0.7345	0.2470	0.7345	0.8571
No log	0.1702	16	0.7397	0.2379	0.7397	0.8600
No log	0.1915	18	0.7520	0.0883	0.7520	0.8672
No log	0.2128	20	0.7349	0.1913	0.7349	0.8572
No log	0.2340	22	0.7767	0.0590	0.7767	0.8813
No log	0.2553	24	0.8962	-0.0037	0.8962	0.9467
No log	0.2766	26	1.0089	-0.0092	1.0089	1.0045
No log	0.2979	28	0.9108	-0.0037	0.9108	0.9544
No log	0.3191	30	0.6747	0.3098	0.6747	0.8214
No log	0.3404	32	0.6381	0.3557	0.6381	0.7988
No log	0.3617	34	0.6376	0.3466	0.6376	0.7985
No log	0.3830	36	0.6609	0.2753	0.6609	0.8129
No log	0.4043	38	0.8726	0.1985	0.8726	0.9341
No log	0.4255	40	1.2378	0.1719	1.2378	1.1126
No log	0.4468	42	1.4317	0.1835	1.4317	1.1965
No log	0.4681	44	1.2967	0.2287	1.2967	1.1387
No log	0.4894	46	0.9862	0.1272	0.9862	0.9931
No log	0.5106	48	0.7076	0.3042	0.7076	0.8412
No log	0.5319	50	0.6433	0.2549	0.6433	0.8021
No log	0.5532	52	0.6554	0.3120	0.6554	0.8096
No log	0.5745	54	0.6947	0.3125	0.6947	0.8335
No log	0.5957	56	0.7999	0.1935	0.7999	0.8944
No log	0.6170	58	0.9994	0.1457	0.9994	0.9997
No log	0.6383	60	1.1869	0.1648	1.1869	1.0895
No log	0.6596	62	1.1558	0.1695	1.1558	1.0751
No log	0.6809	64	1.1557	0.1385	1.1557	1.0750
No log	0.7021	66	0.9935	0.1925	0.9935	0.9967
No log	0.7234	68	0.8051	0.2283	0.8051	0.8973
No log	0.7447	70	0.7267	0.2562	0.7267	0.8525
No log	0.7660	72	0.7918	0.2734	0.7918	0.8899
No log	0.7872	74	0.9509	0.2148	0.9509	0.9752
No log	0.8085	76	1.0752	0.2329	1.0752	1.0369
No log	0.8298	78	1.2208	0.2329	1.2208	1.1049
No log	0.8511	80	1.2945	0.2177	1.2945	1.1378
No log	0.8723	82	1.2915	0.2254	1.2915	1.1365
No log	0.8936	84	1.1326	0.2735	1.1326	1.0642
No log	0.9149	86	1.0189	0.2285	1.0189	1.0094
No log	0.9362	88	1.0244	0.2471	1.0244	1.0121
No log	0.9574	90	0.8732	0.2345	0.8732	0.9344
No log	0.9787	92	0.7310	0.2777	0.7310	0.8550
No log	1.0	94	0.6974	0.3314	0.6974	0.8351
No log	1.0213	96	0.6603	0.3326	0.6603	0.8126
No log	1.0426	98	0.5997	0.4065	0.5997	0.7744
No log	1.0638	100	0.6061	0.4805	0.6061	0.7785
No log	1.0851	102	0.6437	0.4997	0.6437	0.8023
No log	1.1064	104	0.6095	0.5387	0.6095	0.7807
No log	1.1277	106	0.5876	0.5700	0.5876	0.7666
No log	1.1489	108	0.7012	0.4031	0.7012	0.8374
No log	1.1702	110	0.9384	0.3805	0.9384	0.9687
No log	1.1915	112	0.9057	0.3691	0.9057	0.9517
No log	1.2128	114	0.7645	0.3873	0.7645	0.8744
No log	1.2340	116	0.7840	0.3150	0.7840	0.8855
No log	1.2553	118	0.6739	0.3981	0.6739	0.8209
No log	1.2766	120	0.5934	0.4657	0.5934	0.7703
No log	1.2979	122	0.6522	0.4616	0.6522	0.8076
No log	1.3191	124	0.6554	0.4246	0.6554	0.8096
No log	1.3404	126	0.5887	0.5143	0.5887	0.7673
No log	1.3617	128	0.6350	0.3980	0.6350	0.7969
No log	1.3830	130	0.8417	0.3030	0.8417	0.9175
No log	1.4043	132	1.2271	0.2857	1.2271	1.1077
No log	1.4255	134	1.4497	0.2701	1.4497	1.2040
No log	1.4468	136	1.3052	0.2718	1.3052	1.1425
No log	1.4681	138	0.9736	0.2647	0.9736	0.9867
No log	1.4894	140	0.6743	0.3117	0.6743	0.8211
No log	1.5106	142	0.6027	0.4074	0.6027	0.7764
No log	1.5319	144	0.6007	0.4178	0.6007	0.7750
No log	1.5532	146	0.6605	0.3808	0.6605	0.8127
No log	1.5745	148	0.9978	0.3697	0.9978	0.9989
No log	1.5957	150	1.2260	0.3096	1.2260	1.1073
No log	1.6170	152	1.1740	0.3062	1.1740	1.0835
No log	1.6383	154	0.9871	0.3915	0.9871	0.9935
No log	1.6596	156	0.7677	0.4041	0.7677	0.8762
No log	1.6809	158	0.6595	0.4147	0.6595	0.8121
No log	1.7021	160	0.6282	0.4343	0.6282	0.7926
No log	1.7234	162	0.6104	0.4858	0.6104	0.7813
No log	1.7447	164	0.6222	0.4162	0.6222	0.7888
No log	1.7660	166	0.6789	0.4197	0.6789	0.8240
No log	1.7872	168	0.7368	0.3518	0.7368	0.8584
No log	1.8085	170	0.7310	0.4178	0.7310	0.8550
No log	1.8298	172	0.6909	0.4425	0.6909	0.8312
No log	1.8511	174	0.7207	0.4799	0.7207	0.8489
No log	1.8723	176	0.7218	0.4901	0.7218	0.8496
No log	1.8936	178	0.7570	0.4896	0.7570	0.8701
No log	1.9149	180	0.8859	0.4538	0.8859	0.9412
No log	1.9362	182	1.0734	0.3697	1.0734	1.0361
No log	1.9574	184	1.0027	0.3814	1.0027	1.0013
No log	1.9787	186	0.7333	0.4971	0.7333	0.8563
No log	2.0	188	0.6847	0.4789	0.6847	0.8275
No log	2.0213	190	0.6625	0.4968	0.6625	0.8140
No log	2.0426	192	0.6894	0.4960	0.6894	0.8303
No log	2.0638	194	0.7547	0.4867	0.7547	0.8687
No log	2.0851	196	0.7107	0.4727	0.7107	0.8430
No log	2.1064	198	0.6405	0.5102	0.6405	0.8003
No log	2.1277	200	0.6425	0.5221	0.6425	0.8016
No log	2.1489	202	0.7024	0.5030	0.7024	0.8381
No log	2.1702	204	0.7521	0.4858	0.7521	0.8672
No log	2.1915	206	0.7136	0.4916	0.7136	0.8447
No log	2.2128	208	0.6667	0.4766	0.6667	0.8165
No log	2.2340	210	0.7119	0.4796	0.7119	0.8437
No log	2.2553	212	0.8101	0.4639	0.8101	0.9001
No log	2.2766	214	0.8846	0.4002	0.8846	0.9405
No log	2.2979	216	0.8816	0.4225	0.8816	0.9389
No log	2.3191	218	0.7457	0.4917	0.7457	0.8635
No log	2.3404	220	0.6914	0.4930	0.6914	0.8315
No log	2.3617	222	0.6855	0.5154	0.6855	0.8279
No log	2.3830	224	0.7094	0.5112	0.7094	0.8423
No log	2.4043	226	0.8428	0.4665	0.8428	0.9180
No log	2.4255	228	1.0921	0.3482	1.0921	1.0450
No log	2.4468	230	1.0025	0.3323	1.0025	1.0012
No log	2.4681	232	0.8035	0.4776	0.8035	0.8964
No log	2.4894	234	0.7479	0.4336	0.7479	0.8648
No log	2.5106	236	0.7455	0.4626	0.7455	0.8634
No log	2.5319	238	0.7337	0.4718	0.7337	0.8566
No log	2.5532	240	0.7208	0.4713	0.7208	0.8490
No log	2.5745	242	0.7314	0.4387	0.7314	0.8552
No log	2.5957	244	0.7060	0.4450	0.7060	0.8402
No log	2.6170	246	0.6712	0.4769	0.6712	0.8193
No log	2.6383	248	0.6395	0.4735	0.6395	0.7997
No log	2.6596	250	0.6483	0.4987	0.6483	0.8052
No log	2.6809	252	0.6589	0.4977	0.6589	0.8117
No log	2.7021	254	0.6364	0.4846	0.6364	0.7977
No log	2.7234	256	0.6780	0.4906	0.6780	0.8234
No log	2.7447	258	0.7559	0.4704	0.7559	0.8694
No log	2.7660	260	0.7119	0.4890	0.7119	0.8437
No log	2.7872	262	0.7078	0.4964	0.7078	0.8413
No log	2.8085	264	0.7059	0.5032	0.7059	0.8402
No log	2.8298	266	0.6891	0.5120	0.6891	0.8301
No log	2.8511	268	0.6679	0.5403	0.6679	0.8172
No log	2.8723	270	0.6756	0.5223	0.6756	0.8219
No log	2.8936	272	0.6574	0.5302	0.6574	0.8108
No log	2.9149	274	0.6802	0.4699	0.6802	0.8247
No log	2.9362	276	0.7214	0.4971	0.7214	0.8494
No log	2.9574	278	0.7218	0.5017	0.7218	0.8496
No log	2.9787	280	0.7358	0.4922	0.7358	0.8578
No log	3.0	282	0.7641	0.4994	0.7641	0.8741
No log	3.0213	284	0.7403	0.5012	0.7403	0.8604
No log	3.0426	286	0.6893	0.4964	0.6893	0.8303
No log	3.0638	288	0.6555	0.4924	0.6555	0.8096
No log	3.0851	290	0.6573	0.5425	0.6573	0.8108
No log	3.1064	292	0.7164	0.5203	0.7164	0.8464
No log	3.1277	294	0.8311	0.4465	0.8311	0.9116
No log	3.1489	296	0.8408	0.4371	0.8408	0.9170
No log	3.1702	298	0.8101	0.5290	0.8101	0.9001
No log	3.1915	300	0.8302	0.4838	0.8302	0.9111
No log	3.2128	302	0.7822	0.4784	0.7822	0.8844
No log	3.2340	304	0.7036	0.4804	0.7036	0.8388
No log	3.2553	306	0.7389	0.4626	0.7389	0.8596
No log	3.2766	308	0.7478	0.4782	0.7478	0.8648
No log	3.2979	310	0.6827	0.5085	0.6827	0.8262
No log	3.3191	312	0.6683	0.4531	0.6683	0.8175
No log	3.3404	314	0.7327	0.4754	0.7327	0.8560
No log	3.3617	316	0.7296	0.4760	0.7296	0.8542
No log	3.3830	318	0.6861	0.4826	0.6861	0.8283
No log	3.4043	320	0.6795	0.4723	0.6795	0.8243
No log	3.4255	322	0.7349	0.5111	0.7349	0.8573
No log	3.4468	324	0.7592	0.4885	0.7592	0.8713
No log	3.4681	326	0.7082	0.4616	0.7082	0.8416
No log	3.4894	328	0.6677	0.4810	0.6677	0.8171
No log	3.5106	330	0.6728	0.4556	0.6728	0.8202
No log	3.5319	332	0.6773	0.4471	0.6773	0.8230
No log	3.5532	334	0.6619	0.4682	0.6619	0.8135
No log	3.5745	336	0.6455	0.4564	0.6455	0.8034
No log	3.5957	338	0.6544	0.4564	0.6544	0.8089
No log	3.6170	340	0.6818	0.4866	0.6818	0.8257
No log	3.6383	342	0.6922	0.5127	0.6922	0.8320
No log	3.6596	344	0.6861	0.5169	0.6861	0.8283
No log	3.6809	346	0.6637	0.4947	0.6637	0.8147
No log	3.7021	348	0.6468	0.4946	0.6468	0.8043
No log	3.7234	350	0.6624	0.4864	0.6624	0.8139
No log	3.7447	352	0.6643	0.5025	0.6643	0.8151
No log	3.7660	354	0.6623	0.4782	0.6623	0.8138
No log	3.7872	356	0.6835	0.4934	0.6835	0.8267
No log	3.8085	358	0.6858	0.5312	0.6858	0.8281
No log	3.8298	360	0.6826	0.5180	0.6826	0.8262
No log	3.8511	362	0.6651	0.5167	0.6651	0.8155
No log	3.8723	364	0.6483	0.5160	0.6483	0.8052
No log	3.8936	366	0.6614	0.5223	0.6614	0.8133
No log	3.9149	368	0.7140	0.5197	0.7140	0.8450
No log	3.9362	370	0.7543	0.5165	0.7543	0.8685
No log	3.9574	372	0.7545	0.5084	0.7545	0.8686
No log	3.9787	374	0.7261	0.5025	0.7261	0.8521
No log	4.0	376	0.7406	0.4889	0.7406	0.8606
No log	4.0213	378	0.7322	0.4767	0.7322	0.8557
No log	4.0426	380	0.7051	0.4645	0.7051	0.8397
No log	4.0638	382	0.7048	0.5082	0.7048	0.8395
No log	4.0851	384	0.7097	0.5177	0.7097	0.8424
No log	4.1064	386	0.6841	0.5422	0.6841	0.8271
No log	4.1277	388	0.6633	0.4789	0.6633	0.8145
No log	4.1489	390	0.6498	0.5271	0.6498	0.8061
No log	4.1702	392	0.6271	0.5298	0.6271	0.7919
No log	4.1915	394	0.5986	0.5153	0.5986	0.7737
No log	4.2128	396	0.6254	0.5055	0.6254	0.7908
No log	4.2340	398	0.6834	0.5192	0.6834	0.8267
No log	4.2553	400	0.7395	0.5181	0.7395	0.8600
No log	4.2766	402	0.7539	0.5181	0.7539	0.8683
No log	4.2979	404	0.7567	0.4964	0.7567	0.8699
No log	4.3191	406	0.7632	0.5142	0.7632	0.8736
No log	4.3404	408	0.7776	0.5280	0.7776	0.8818
No log	4.3617	410	0.7577	0.5196	0.7577	0.8704
No log	4.3830	412	0.7390	0.5088	0.7390	0.8596
No log	4.4043	414	0.6951	0.5075	0.6951	0.8337
No log	4.4255	416	0.6650	0.5068	0.6650	0.8155
No log	4.4468	418	0.6475	0.5169	0.6475	0.8047
No log	4.4681	420	0.6552	0.5375	0.6552	0.8094
No log	4.4894	422	0.6481	0.5559	0.6481	0.8051
No log	4.5106	424	0.6310	0.5730	0.6310	0.7943
No log	4.5319	426	0.5969	0.54	0.5969	0.7726
No log	4.5532	428	0.5904	0.5276	0.5904	0.7684
No log	4.5745	430	0.6239	0.5362	0.6239	0.7899
No log	4.5957	432	0.6361	0.5231	0.6361	0.7976
No log	4.6170	434	0.6414	0.5074	0.6414	0.8008
No log	4.6383	436	0.6677	0.5170	0.6677	0.8171
No log	4.6596	438	0.6810	0.5269	0.6810	0.8253
No log	4.6809	440	0.6692	0.5269	0.6692	0.8181
No log	4.7021	442	0.6542	0.5443	0.6542	0.8088
No log	4.7234	444	0.6357	0.5333	0.6357	0.7973
No log	4.7447	446	0.6492	0.5397	0.6492	0.8057
No log	4.7660	448	0.7082	0.5362	0.7082	0.8416
No log	4.7872	450	0.7862	0.5084	0.7862	0.8867
No log	4.8085	452	0.8001	0.5091	0.8001	0.8945
No log	4.8298	454	0.8060	0.5223	0.8060	0.8978
No log	4.8511	456	0.7584	0.5350	0.7584	0.8708
No log	4.8723	458	0.7163	0.5374	0.7163	0.8463
No log	4.8936	460	0.7080	0.4755	0.7080	0.8414
No log	4.9149	462	0.7093	0.4654	0.7093	0.8422
No log	4.9362	464	0.7118	0.4682	0.7118	0.8437
No log	4.9574	466	0.7338	0.5291	0.7338	0.8566
No log	4.9787	468	0.7696	0.5350	0.7696	0.8772
No log	5.0	470	0.7730	0.5242	0.7730	0.8792
No log	5.0213	472	0.7473	0.4927	0.7473	0.8645
No log	5.0426	474	0.7155	0.4816	0.7155	0.8459
No log	5.0638	476	0.7241	0.4969	0.7241	0.8509
No log	5.0851	478	0.7365	0.5326	0.7365	0.8582
No log	5.1064	480	0.7144	0.5252	0.7144	0.8452
No log	5.1277	482	0.6807	0.4930	0.6807	0.8251
No log	5.1489	484	0.6746	0.4501	0.6746	0.8213
No log	5.1702	486	0.7009	0.4553	0.7009	0.8372
No log	5.1915	488	0.7393	0.4685	0.7393	0.8598
No log	5.2128	490	0.7860	0.5149	0.7860	0.8865
No log	5.2340	492	0.8949	0.4785	0.8949	0.9460
No log	5.2553	494	1.0384	0.4066	1.0384	1.0190
No log	5.2766	496	1.0522	0.3968	1.0522	1.0257
No log	5.2979	498	0.9126	0.4566	0.9126	0.9553
0.4967	5.3191	500	0.7777	0.5248	0.7777	0.8819
0.4967	5.3404	502	0.7498	0.4600	0.7498	0.8659
0.4967	5.3617	504	0.7399	0.4997	0.7399	0.8602
0.4967	5.3830	506	0.7013	0.4814	0.7013	0.8375
0.4967	5.4043	508	0.6778	0.5066	0.6778	0.8233
0.4967	5.4255	510	0.6836	0.4878	0.6836	0.8268
0.4967	5.4468	512	0.7064	0.5174	0.7064	0.8405
0.4967	5.4681	514	0.7335	0.5054	0.7335	0.8565
0.4967	5.4894	516	0.7590	0.4784	0.7590	0.8712
0.4967	5.5106	518	0.7666	0.4784	0.7666	0.8756
0.4967	5.5319	520	0.7681	0.4896	0.7681	0.8764
0.4967	5.5532	522	0.7426	0.5165	0.7426	0.8617
0.4967	5.5745	524	0.7157	0.4867	0.7157	0.8460
0.4967	5.5957	526	0.6970	0.4843	0.6970	0.8348
0.4967	5.6170	528	0.6830	0.4843	0.6830	0.8264
0.4967	5.6383	530	0.6661	0.4851	0.6661	0.8161
0.4967	5.6596	532	0.6573	0.4846	0.6573	0.8107
0.4967	5.6809	534	0.6439	0.5040	0.6439	0.8024
0.4967	5.7021	536	0.6563	0.5653	0.6563	0.8101
0.4967	5.7234	538	0.6881	0.5799	0.6881	0.8295
0.4967	5.7447	540	0.7202	0.5392	0.7202	0.8486
0.4967	5.7660	542	0.7471	0.5017	0.7471	0.8643
0.4967	5.7872	544	0.7552	0.4982	0.7552	0.8690
0.4967	5.8085	546	0.7474	0.4922	0.7474	0.8645
0.4967	5.8298	548	0.7304	0.5381	0.7304	0.8546
0.4967	5.8511	550	0.7121	0.5	0.7121	0.8438
0.4967	5.8723	552	0.7022	0.4964	0.7022	0.8380
0.4967	5.8936	554	0.6938	0.4723	0.6938	0.8329
0.4967	5.9149	556	0.7136	0.5320	0.7136	0.8447
0.4967	5.9362	558	0.7166	0.5282	0.7166	0.8465
0.4967	5.9574	560	0.6996	0.4874	0.6996	0.8364
0.4967	5.9787	562	0.7023	0.4849	0.7023	0.8380
0.4967	6.0	564	0.6960	0.4700	0.6960	0.8343
0.4967	6.0213	566	0.7054	0.4716	0.7054	0.8399
0.4967	6.0426	568	0.7153	0.5240	0.7153	0.8457
0.4967	6.0638	570	0.6993	0.4837	0.6993	0.8363
0.4967	6.0851	572	0.6880	0.4588	0.6880	0.8294
0.4967	6.1064	574	0.6688	0.4716	0.6688	0.8178
0.4967	6.1277	576	0.6515	0.4622	0.6515	0.8072
0.4967	6.1489	578	0.6378	0.4713	0.6378	0.7986
0.4967	6.1702	580	0.6455	0.4593	0.6455	0.8034
0.4967	6.1915	582	0.6621	0.4994	0.6621	0.8137
0.4967	6.2128	584	0.6731	0.4627	0.6731	0.8204
0.4967	6.2340	586	0.6723	0.4848	0.6723	0.8199
0.4967	6.2553	588	0.6720	0.4838	0.6720	0.8198
0.4967	6.2766	590	0.7052	0.5230	0.7052	0.8397
0.4967	6.2979	592	0.7463	0.5359	0.7463	0.8639
0.4967	6.3191	594	0.7616	0.5347	0.7616	0.8727
0.4967	6.3404	596	0.7505	0.5264	0.7505	0.8663
0.4967	6.3617	598	0.7210	0.5045	0.7210	0.8491
0.4967	6.3830	600	0.6966	0.5178	0.6966	0.8346
0.4967	6.4043	602	0.6901	0.5627	0.6901	0.8307
0.4967	6.4255	604	0.6823	0.5192	0.6823	0.8260
0.4967	6.4468	606	0.6862	0.5028	0.6862	0.8284
0.4967	6.4681	608	0.7215	0.5295	0.7215	0.8494
0.4967	6.4894	610	0.7858	0.5285	0.7858	0.8864
0.4967	6.5106	612	0.8319	0.5068	0.8319	0.9121
0.4967	6.5319	614	0.8117	0.5132	0.8117	0.9010
0.4967	6.5532	616	0.7462	0.5467	0.7462	0.8638
0.4967	6.5745	618	0.6629	0.5512	0.6629	0.8142
0.4967	6.5957	620	0.6020	0.5466	0.6020	0.7759
0.4967	6.6170	622	0.6020	0.5670	0.6020	0.7759
0.4967	6.6383	624	0.6159	0.5503	0.6159	0.7848
0.4967	6.6596	626	0.6371	0.5458	0.6371	0.7982
0.4967	6.6809	628	0.6716	0.5355	0.6716	0.8195
0.4967	6.7021	630	0.7053	0.5346	0.7053	0.8398
0.4967	6.7234	632	0.7623	0.5216	0.7623	0.8731
0.4967	6.7447	634	0.8369	0.4968	0.8369	0.9148
0.4967	6.7660	636	0.8780	0.4960	0.8780	0.9370
0.4967	6.7872	638	0.8737	0.4960	0.8737	0.9347
0.4967	6.8085	640	0.8249	0.5100	0.8249	0.9082
0.4967	6.8298	642	0.7458	0.5165	0.7458	0.8636
0.4967	6.8511	644	0.6797	0.5114	0.6797	0.8244
0.4967	6.8723	646	0.6495	0.5487	0.6495	0.8059
0.4967	6.8936	648	0.6651	0.5019	0.6651	0.8155
0.4967	6.9149	650	0.6715	0.4957	0.6715	0.8194
0.4967	6.9362	652	0.6526	0.5009	0.6526	0.8079
0.4967	6.9574	654	0.6285	0.5586	0.6285	0.7928
0.4967	6.9787	656	0.6328	0.5196	0.6328	0.7955
0.4967	7.0	658	0.6794	0.5299	0.6794	0.8243
0.4967	7.0213	660	0.7230	0.5275	0.7230	0.8503
0.4967	7.0426	662	0.7403	0.5263	0.7403	0.8604
0.4967	7.0638	664	0.7272	0.5263	0.7272	0.8528
0.4967	7.0851	666	0.7030	0.5175	0.7030	0.8384
0.4967	7.1064	668	0.6651	0.5189	0.6651	0.8155
0.4967	7.1277	670	0.6444	0.5425	0.6444	0.8028
0.4967	7.1489	672	0.6503	0.5320	0.6503	0.8064
0.4967	7.1702	674	0.6626	0.5320	0.6626	0.8140
0.4967	7.1915	676	0.6809	0.5123	0.6809	0.8252
0.4967	7.2128	678	0.7045	0.5080	0.7045	0.8393
0.4967	7.2340	680	0.7288	0.5235	0.7288	0.8537
0.4967	7.2553	682	0.7216	0.5071	0.7216	0.8495
0.4967	7.2766	684	0.6996	0.5123	0.6996	0.8364
0.4967	7.2979	686	0.6896	0.5217	0.6896	0.8304
0.4967	7.3191	688	0.6963	0.5214	0.6963	0.8344
0.4967	7.3404	690	0.7085	0.5256	0.7085	0.8418
0.4967	7.3617	692	0.7276	0.5232	0.7276	0.8530
0.4967	7.3830	694	0.7221	0.5216	0.7221	0.8497
0.4967	7.4043	696	0.7079	0.5293	0.7079	0.8414
0.4967	7.4255	698	0.7032	0.5192	0.7032	0.8386
0.4967	7.4468	700	0.6968	0.5099	0.6968	0.8347
0.4967	7.4681	702	0.6902	0.5203	0.6902	0.8308
0.4967	7.4894	704	0.6781	0.5150	0.6781	0.8234
0.4967	7.5106	706	0.6582	0.5324	0.6582	0.8113
0.4967	7.5319	708	0.6522	0.5038	0.6522	0.8076
0.4967	7.5532	710	0.6601	0.5220	0.6601	0.8125
0.4967	7.5745	712	0.6576	0.5132	0.6576	0.8109
0.4967	7.5957	714	0.6538	0.5174	0.6538	0.8086
0.4967	7.6170	716	0.6575	0.5328	0.6575	0.8109
0.4967	7.6383	718	0.6560	0.5243	0.6560	0.8100
0.4967	7.6596	720	0.6546	0.5087	0.6546	0.8090
0.4967	7.6809	722	0.6649	0.5274	0.6649	0.8154
0.4967	7.7021	724	0.6664	0.5262	0.6664	0.8163
0.4967	7.7234	726	0.6541	0.5087	0.6541	0.8088
0.4967	7.7447	728	0.6546	0.5087	0.6546	0.8091
0.4967	7.7660	730	0.6640	0.5250	0.6640	0.8149
0.4967	7.7872	732	0.6737	0.5195	0.6737	0.8208
0.4967	7.8085	734	0.6698	0.5195	0.6698	0.8184
0.4967	7.8298	736	0.6555	0.5245	0.6555	0.8096
0.4967	7.8511	738	0.6429	0.5060	0.6429	0.8018
0.4967	7.8723	740	0.6365	0.5060	0.6365	0.7978
0.4967	7.8936	742	0.6292	0.5252	0.6292	0.7932
0.4967	7.9149	744	0.6158	0.5252	0.6158	0.7848
0.4967	7.9362	746	0.6067	0.5214	0.6067	0.7789
0.4967	7.9574	748	0.6072	0.5406	0.6072	0.7792
0.4967	7.9787	750	0.6005	0.5226	0.6005	0.7749
0.4967	8.0	752	0.6002	0.5214	0.6002	0.7747
0.4967	8.0213	754	0.6118	0.5173	0.6118	0.7822
0.4967	8.0426	756	0.6304	0.5094	0.6304	0.7940
0.4967	8.0638	758	0.6355	0.5094	0.6355	0.7972
0.4967	8.0851	760	0.6381	0.5173	0.6381	0.7988
0.4967	8.1064	762	0.6332	0.5257	0.6332	0.7957
0.4967	8.1277	764	0.6319	0.5257	0.6319	0.7949
0.4967	8.1489	766	0.6341	0.5257	0.6341	0.7963
0.4967	8.1702	768	0.6370	0.5257	0.6370	0.7981
0.4967	8.1915	770	0.6414	0.5274	0.6414	0.8009
0.4967	8.2128	772	0.6405	0.5274	0.6405	0.8003
0.4967	8.2340	774	0.6437	0.5257	0.6437	0.8023
0.4967	8.2553	776	0.6430	0.5257	0.6430	0.8018
0.4967	8.2766	778	0.6438	0.5245	0.6438	0.8024
0.4967	8.2979	780	0.6584	0.5247	0.6584	0.8114
0.4967	8.3191	782	0.6687	0.5365	0.6687	0.8178
0.4967	8.3404	784	0.6702	0.5352	0.6702	0.8187
0.4967	8.3617	786	0.6637	0.5310	0.6637	0.8147
0.4967	8.3830	788	0.6611	0.5310	0.6611	0.8131
0.4967	8.4043	790	0.6441	0.5361	0.6441	0.8025
0.4967	8.4255	792	0.6278	0.5052	0.6278	0.7923
0.4967	8.4468	794	0.6202	0.5069	0.6202	0.7875
0.4967	8.4681	796	0.6233	0.5077	0.6233	0.7895
0.4967	8.4894	798	0.6311	0.5077	0.6311	0.7944
0.4967	8.5106	800	0.6399	0.5077	0.6399	0.7999
0.4967	8.5319	802	0.6458	0.5262	0.6458	0.8036
0.4967	8.5532	804	0.6490	0.5169	0.6490	0.8056
0.4967	8.5745	806	0.6518	0.5014	0.6518	0.8073
0.4967	8.5957	808	0.6559	0.5189	0.6559	0.8099
0.4967	8.6170	810	0.6617	0.5310	0.6617	0.8134
0.4967	8.6383	812	0.6611	0.5310	0.6611	0.8131
0.4967	8.6596	814	0.6547	0.5189	0.6547	0.8092
0.4967	8.6809	816	0.6542	0.5310	0.6542	0.8088
0.4967	8.7021	818	0.6513	0.5306	0.6513	0.8070
0.4967	8.7234	820	0.6531	0.5352	0.6531	0.8081
0.4967	8.7447	822	0.6556	0.5352	0.6556	0.8097
0.4967	8.7660	824	0.6545	0.5352	0.6545	0.8090
0.4967	8.7872	826	0.6482	0.5200	0.6482	0.8051
0.4967	8.8085	828	0.6368	0.5361	0.6368	0.7980
0.4967	8.8298	830	0.6280	0.5060	0.6280	0.7924
0.4967	8.8511	832	0.6292	0.5077	0.6292	0.7932
0.4967	8.8723	834	0.6330	0.5077	0.6330	0.7956
0.4967	8.8936	836	0.6403	0.5077	0.6403	0.8002
0.4967	8.9149	838	0.6517	0.5068	0.6517	0.8073
0.4967	8.9362	840	0.6667	0.5144	0.6667	0.8165
0.4967	8.9574	842	0.6789	0.5236	0.6789	0.8239
0.4967	8.9787	844	0.6802	0.5236	0.6802	0.8247
0.4967	9.0	846	0.6746	0.5259	0.6746	0.8214
0.4967	9.0213	848	0.6671	0.5154	0.6671	0.8168
0.4967	9.0426	850	0.6533	0.5077	0.6533	0.8083
0.4967	9.0638	852	0.6396	0.5077	0.6396	0.7997
0.4967	9.0851	854	0.6280	0.5231	0.6280	0.7925
0.4967	9.1064	856	0.6206	0.5320	0.6206	0.7878
0.4967	9.1277	858	0.6179	0.5320	0.6179	0.7861
0.4967	9.1489	860	0.6185	0.5320	0.6185	0.7865
0.4967	9.1702	862	0.6219	0.5320	0.6219	0.7886
0.4967	9.1915	864	0.6262	0.5231	0.6262	0.7913
0.4967	9.2128	866	0.6316	0.5154	0.6316	0.7948
0.4967	9.2340	868	0.6351	0.5077	0.6351	0.7969
0.4967	9.2553	870	0.6359	0.5077	0.6359	0.7975
0.4967	9.2766	872	0.6403	0.5077	0.6403	0.8002
0.4967	9.2979	874	0.6441	0.5077	0.6441	0.8026
0.4967	9.3191	876	0.6480	0.5077	0.6480	0.8050
0.4967	9.3404	878	0.6522	0.5077	0.6522	0.8076
0.4967	9.3617	880	0.6546	0.5257	0.6546	0.8091
0.4967	9.3830	882	0.6524	0.5269	0.6524	0.8077
0.4967	9.4043	884	0.6515	0.5077	0.6515	0.8071
0.4967	9.4255	886	0.6481	0.5077	0.6481	0.8050
0.4967	9.4468	888	0.6484	0.5077	0.6484	0.8053
0.4967	9.4681	890	0.6494	0.5077	0.6494	0.8059
0.4967	9.4894	892	0.6459	0.5077	0.6459	0.8037
0.4967	9.5106	894	0.6424	0.5077	0.6424	0.8015
0.4967	9.5319	896	0.6419	0.5077	0.6419	0.8012
0.4967	9.5532	898	0.6413	0.5077	0.6413	0.8008
0.4967	9.5745	900	0.6400	0.5274	0.6400	0.8000
0.4967	9.5957	902	0.6389	0.5077	0.6389	0.7993
0.4967	9.6170	904	0.6382	0.5077	0.6382	0.7988
0.4967	9.6383	906	0.6397	0.5077	0.6397	0.7998
0.4967	9.6596	908	0.6416	0.5274	0.6416	0.8010
0.4967	9.6809	910	0.6437	0.5274	0.6437	0.8023
0.4967	9.7021	912	0.6457	0.5274	0.6457	0.8035
0.4967	9.7234	914	0.6457	0.5262	0.6457	0.8036
0.4967	9.7447	916	0.6461	0.5262	0.6461	0.8038
0.4967	9.7660	918	0.6474	0.5262	0.6474	0.8046
0.4967	9.7872	920	0.6483	0.5262	0.6483	0.8052
0.4967	9.8085	922	0.6482	0.5262	0.6482	0.8051
0.4967	9.8298	924	0.6487	0.5262	0.6487	0.8054
0.4967	9.8511	926	0.6483	0.5262	0.6483	0.8052
0.4967	9.8723	928	0.6482	0.5262	0.6482	0.8051
0.4967	9.8936	930	0.6485	0.5262	0.6485	0.8053
0.4967	9.9149	932	0.6492	0.5262	0.6492	0.8057
0.4967	9.9362	934	0.6501	0.5262	0.6501	0.8063
0.4967	9.9574	936	0.6509	0.5262	0.6509	0.8068
0.4967	9.9787	938	0.6514	0.5262	0.6514	0.8071
0.4967	10.0	940	0.6514	0.5262	0.6514	0.8071

Framework versions

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