ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k17_task5_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: 0.6215
• Qwk: 0.5710
• Mse: 0.6215
• Rmse: 0.7883

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0465	2	4.0092	-0.0020	4.0092	2.0023
No log	0.0930	4	2.1554	0.1065	2.1554	1.4681
No log	0.1395	6	1.4637	0.0143	1.4637	1.2098
No log	0.1860	8	1.8026	0.1152	1.8026	1.3426
No log	0.2326	10	1.2285	0.0380	1.2285	1.1084
No log	0.2791	12	1.0905	0.1671	1.0905	1.0443
No log	0.3256	14	1.1919	0.0981	1.1919	1.0918
No log	0.3721	16	1.2533	0.0385	1.2533	1.1195
No log	0.4186	18	1.2420	0.0793	1.2420	1.1144
No log	0.4651	20	1.1915	0.0824	1.1915	1.0916
No log	0.5116	22	1.1351	0.1418	1.1351	1.0654
No log	0.5581	24	1.0957	0.1601	1.0957	1.0468
No log	0.6047	26	1.0759	0.2187	1.0759	1.0372
No log	0.6512	28	1.1177	0.1509	1.1177	1.0572
No log	0.6977	30	1.0984	0.1971	1.0984	1.0480
No log	0.7442	32	1.0804	0.2391	1.0804	1.0394
No log	0.7907	34	1.0726	0.2416	1.0726	1.0357
No log	0.8372	36	1.0759	0.1901	1.0759	1.0373
No log	0.8837	38	1.0795	0.0374	1.0795	1.0390
No log	0.9302	40	1.1480	0.0436	1.1480	1.0714
No log	0.9767	42	1.1301	0.0287	1.1301	1.0631
No log	1.0233	44	1.0533	0.0761	1.0533	1.0263
No log	1.0698	46	0.9975	0.2049	0.9975	0.9988
No log	1.1163	48	1.0267	0.3326	1.0267	1.0132
No log	1.1628	50	1.0569	0.1671	1.0569	1.0280
No log	1.2093	52	0.9544	0.3281	0.9544	0.9769
No log	1.2558	54	0.9292	0.3774	0.9292	0.9639
No log	1.3023	56	0.9664	0.3207	0.9664	0.9831
No log	1.3488	58	0.9662	0.3207	0.9662	0.9829
No log	1.3953	60	0.9357	0.3071	0.9357	0.9673
No log	1.4419	62	0.9386	0.3339	0.9386	0.9688
No log	1.4884	64	0.9960	0.3603	0.9960	0.9980
No log	1.5349	66	0.9739	0.3603	0.9739	0.9869
No log	1.5814	68	0.8631	0.4277	0.8631	0.9290
No log	1.6279	70	0.8544	0.4204	0.8544	0.9243
No log	1.6744	72	0.7868	0.4745	0.7868	0.8870
No log	1.7209	74	0.7658	0.4745	0.7658	0.8751
No log	1.7674	76	0.7627	0.4503	0.7627	0.8733
No log	1.8140	78	0.7809	0.4962	0.7809	0.8837
No log	1.8605	80	0.8620	0.4686	0.8620	0.9284
No log	1.9070	82	0.6948	0.5046	0.6948	0.8336
No log	1.9535	84	1.0248	0.4857	1.0248	1.0123
No log	2.0	86	1.4110	0.3096	1.4110	1.1878
No log	2.0465	88	1.0672	0.4857	1.0672	1.0331
No log	2.0930	90	0.6867	0.5088	0.6867	0.8287
No log	2.1395	92	0.6687	0.5847	0.6687	0.8177
No log	2.1860	94	0.6921	0.4847	0.6921	0.8319
No log	2.2326	96	0.9224	0.4560	0.9224	0.9604
No log	2.2791	98	1.0964	0.4103	1.0964	1.0471
No log	2.3256	100	1.0529	0.3787	1.0529	1.0261
No log	2.3721	102	0.8452	0.4456	0.8452	0.9193
No log	2.4186	104	0.8065	0.3651	0.8065	0.8981
No log	2.4651	106	0.8271	0.3503	0.8271	0.9094
No log	2.5116	108	0.8289	0.3765	0.8289	0.9104
No log	2.5581	110	0.8290	0.4012	0.8290	0.9105
No log	2.6047	112	0.8535	0.4713	0.8535	0.9238
No log	2.6512	114	0.7902	0.4145	0.7902	0.8890
No log	2.6977	116	0.7849	0.4691	0.7849	0.8860
No log	2.7442	118	0.8856	0.5690	0.8856	0.9411
No log	2.7907	120	1.1387	0.3609	1.1387	1.0671
No log	2.8372	122	0.9527	0.4982	0.9527	0.9761
No log	2.8837	124	0.7321	0.4644	0.7321	0.8556
No log	2.9302	126	0.8156	0.5355	0.8156	0.9031
No log	2.9767	128	0.9210	0.5	0.9210	0.9597
No log	3.0233	130	0.8378	0.4799	0.8378	0.9153
No log	3.0698	132	0.8076	0.4697	0.8076	0.8987
No log	3.1163	134	0.7848	0.3682	0.7848	0.8859
No log	3.1628	136	0.8079	0.3658	0.8079	0.8988
No log	3.2093	138	0.8500	0.3339	0.8500	0.9220
No log	3.2558	140	0.8694	0.3339	0.8694	0.9324
No log	3.3023	142	0.8415	0.3485	0.8415	0.9173
No log	3.3488	144	0.7924	0.3933	0.7924	0.8902
No log	3.3953	146	0.7640	0.5325	0.7640	0.8741
No log	3.4419	148	0.7326	0.5047	0.7326	0.8559
No log	3.4884	150	0.7473	0.5383	0.7473	0.8645
No log	3.5349	152	0.7511	0.5394	0.7511	0.8667
No log	3.5814	154	0.7851	0.4856	0.7851	0.8861
No log	3.6279	156	0.7796	0.4145	0.7796	0.8830
No log	3.6744	158	1.1219	0.4796	1.1219	1.0592
No log	3.7209	160	1.4121	0.3491	1.4121	1.1883
No log	3.7674	162	1.1264	0.3624	1.1264	1.0613
No log	3.8140	164	0.9091	0.3446	0.9091	0.9534
No log	3.8605	166	0.9654	0.2024	0.9654	0.9826
No log	3.9070	168	0.9702	0.2392	0.9702	0.9850
No log	3.9535	170	0.8587	0.3902	0.8587	0.9267
No log	4.0	172	0.7263	0.5259	0.7263	0.8522
No log	4.0465	174	0.7299	0.5459	0.7299	0.8543
No log	4.0930	176	0.6801	0.5419	0.6801	0.8247
No log	4.1395	178	0.7116	0.5054	0.7116	0.8436
No log	4.1860	180	0.8347	0.5208	0.8347	0.9136
No log	4.2326	182	0.7884	0.5006	0.7884	0.8879
No log	4.2791	184	0.6838	0.5079	0.6838	0.8269
No log	4.3256	186	0.6630	0.4843	0.6630	0.8143
No log	4.3721	188	0.6506	0.5218	0.6506	0.8066
No log	4.4186	190	0.6699	0.4847	0.6699	0.8185
No log	4.4651	192	0.7411	0.5059	0.7411	0.8609
No log	4.5116	194	0.7735	0.4797	0.7735	0.8795
No log	4.5581	196	0.7327	0.5059	0.7327	0.8560
No log	4.6047	198	0.6934	0.4327	0.6934	0.8327
No log	4.6512	200	0.6904	0.4597	0.6904	0.8309
No log	4.6977	202	0.7405	0.4928	0.7405	0.8605
No log	4.7442	204	0.7331	0.4928	0.7331	0.8562
No log	4.7907	206	0.6651	0.3922	0.6651	0.8155
No log	4.8372	208	0.6865	0.5933	0.6865	0.8285
No log	4.8837	210	0.7162	0.5586	0.7162	0.8463
No log	4.9302	212	0.6682	0.6028	0.6682	0.8175
No log	4.9767	214	0.6795	0.4630	0.6795	0.8243
No log	5.0233	216	0.8304	0.4902	0.8304	0.9113
No log	5.0698	218	0.8530	0.5343	0.8530	0.9236
No log	5.1163	220	0.7056	0.5188	0.7056	0.8400
No log	5.1628	222	0.7200	0.5870	0.7200	0.8485
No log	5.2093	224	0.7125	0.5667	0.7125	0.8441
No log	5.2558	226	0.7013	0.4743	0.7013	0.8374
No log	5.3023	228	0.8159	0.4057	0.8159	0.9033
No log	5.3488	230	0.9371	0.3846	0.9371	0.9681
No log	5.3953	232	0.9110	0.4560	0.9110	0.9545
No log	5.4419	234	0.7745	0.4102	0.7745	0.8801
No log	5.4884	236	0.6727	0.5399	0.6727	0.8202
No log	5.5349	238	0.6873	0.5542	0.6873	0.8290
No log	5.5814	240	0.6567	0.6099	0.6567	0.8104
No log	5.6279	242	0.6448	0.5234	0.6448	0.8030
No log	5.6744	244	0.6989	0.4102	0.6989	0.8360
No log	5.7209	246	0.7119	0.4335	0.7119	0.8438
No log	5.7674	248	0.6613	0.4628	0.6613	0.8132
No log	5.8140	250	0.6451	0.5703	0.6451	0.8032
No log	5.8605	252	0.6580	0.6129	0.6580	0.8112
No log	5.9070	254	0.6552	0.6129	0.6552	0.8094
No log	5.9535	256	0.6552	0.5485	0.6552	0.8095
No log	6.0	258	0.7808	0.4089	0.7808	0.8836
No log	6.0465	260	0.8741	0.3766	0.8741	0.9349
No log	6.0930	262	0.8120	0.4057	0.8120	0.9011
No log	6.1395	264	0.6889	0.4344	0.6889	0.8300
No log	6.1860	266	0.6295	0.5610	0.6295	0.7934
No log	6.2326	268	0.6240	0.5939	0.6240	0.7899
No log	6.2791	270	0.6404	0.5247	0.6404	0.8002
No log	6.3256	272	0.6924	0.5279	0.6924	0.8321
No log	6.3721	274	0.7057	0.5279	0.7057	0.8401
No log	6.4186	276	0.6309	0.5112	0.6309	0.7943
No log	6.4651	278	0.5933	0.5939	0.5933	0.7703
No log	6.5116	280	0.6048	0.6883	0.6048	0.7777
No log	6.5581	282	0.5860	0.6838	0.5860	0.7655
No log	6.6047	284	0.5554	0.6364	0.5554	0.7452
No log	6.6512	286	0.5506	0.6217	0.5506	0.7420
No log	6.6977	288	0.5568	0.6643	0.5568	0.7462
No log	6.7442	290	0.6011	0.6438	0.6011	0.7753
No log	6.7907	292	0.6418	0.6173	0.6418	0.8011
No log	6.8372	294	0.6282	0.6062	0.6282	0.7926
No log	6.8837	296	0.6010	0.6259	0.6010	0.7752
No log	6.9302	298	0.6231	0.5463	0.6231	0.7893
No log	6.9767	300	0.6208	0.5370	0.6208	0.7879
No log	7.0233	302	0.6349	0.5135	0.6349	0.7968
No log	7.0698	304	0.6425	0.4888	0.6425	0.8016
No log	7.1163	306	0.6800	0.4729	0.6800	0.8246
No log	7.1628	308	0.7286	0.5170	0.7286	0.8536
No log	7.2093	310	0.6784	0.4483	0.6784	0.8237
No log	7.2558	312	0.6449	0.5377	0.6449	0.8031
No log	7.3023	314	0.6355	0.6006	0.6355	0.7972
No log	7.3488	316	0.6295	0.5152	0.6295	0.7934
No log	7.3953	318	0.6755	0.6160	0.6755	0.8219
No log	7.4419	320	0.7426	0.5647	0.7426	0.8617
No log	7.4884	322	0.7293	0.5470	0.7293	0.8540
No log	7.5349	324	0.7134	0.5875	0.7134	0.8446
No log	7.5814	326	0.6680	0.5986	0.6680	0.8173
No log	7.6279	328	0.6466	0.5871	0.6466	0.8041
No log	7.6744	330	0.6663	0.5783	0.6663	0.8163
No log	7.7209	332	0.6861	0.5040	0.6861	0.8283
No log	7.7674	334	0.7249	0.5127	0.7249	0.8514
No log	7.8140	336	0.7589	0.5245	0.7589	0.8712
No log	7.8605	338	0.7646	0.4923	0.7646	0.8744
No log	7.9070	340	0.8553	0.5257	0.8553	0.9248
No log	7.9535	342	1.1301	0.3350	1.1301	1.0630
No log	8.0	344	1.0584	0.3654	1.0584	1.0288
No log	8.0465	346	0.8346	0.5501	0.8346	0.9135
No log	8.0930	348	0.7008	0.5807	0.7008	0.8371
No log	8.1395	350	0.6686	0.5428	0.6686	0.8177
No log	8.1860	352	0.6738	0.5342	0.6738	0.8209
No log	8.2326	354	0.6508	0.6058	0.6508	0.8067
No log	8.2791	356	0.6164	0.5845	0.6164	0.7851
No log	8.3256	358	0.6040	0.5820	0.6040	0.7772
No log	8.3721	360	0.6073	0.5563	0.6073	0.7793
No log	8.4186	362	0.6226	0.5563	0.6226	0.7890
No log	8.4651	364	0.6087	0.5690	0.6087	0.7802
No log	8.5116	366	0.6154	0.5690	0.6154	0.7845
No log	8.5581	368	0.6144	0.5690	0.6144	0.7838
No log	8.6047	370	0.5911	0.6311	0.5911	0.7688
No log	8.6512	372	0.5964	0.6455	0.5964	0.7723
No log	8.6977	374	0.6269	0.6348	0.6269	0.7918
No log	8.7442	376	0.6719	0.5934	0.6719	0.8197
No log	8.7907	378	0.6619	0.5934	0.6619	0.8136
No log	8.8372	380	0.6032	0.5450	0.6032	0.7767
No log	8.8837	382	0.5987	0.6133	0.5987	0.7737
No log	8.9302	384	0.6294	0.6246	0.6294	0.7933
No log	8.9767	386	0.6300	0.5854	0.6300	0.7937
No log	9.0233	388	0.6442	0.5554	0.6442	0.8026
No log	9.0698	390	0.6447	0.5498	0.6447	0.8029
No log	9.1163	392	0.6473	0.5735	0.6473	0.8046
No log	9.1628	394	0.6954	0.5571	0.6954	0.8339
No log	9.2093	396	0.7616	0.5661	0.7616	0.8727
No log	9.2558	398	0.8702	0.5552	0.8702	0.9329
No log	9.3023	400	0.8686	0.5552	0.8686	0.9320
No log	9.3488	402	0.8043	0.5557	0.8043	0.8968
No log	9.3953	404	0.6221	0.5930	0.6221	0.7887
No log	9.4419	406	0.5961	0.6133	0.5961	0.7721
No log	9.4884	408	0.5961	0.6317	0.5961	0.7720
No log	9.5349	410	0.6079	0.5921	0.6079	0.7797
No log	9.5814	412	0.5989	0.6317	0.5989	0.7739
No log	9.6279	414	0.6368	0.5234	0.6368	0.7980
No log	9.6744	416	0.6813	0.4973	0.6813	0.8254
No log	9.7209	418	0.6806	0.5546	0.6806	0.8250
No log	9.7674	420	0.6223	0.5455	0.6223	0.7889
No log	9.8140	422	0.5928	0.5570	0.5928	0.7699
No log	9.8605	424	0.5853	0.5552	0.5853	0.7650
No log	9.9070	426	0.6319	0.6228	0.6319	0.7949
No log	9.9535	428	0.7652	0.5618	0.7652	0.8747
No log	10.0	430	0.8355	0.5684	0.8355	0.9141
No log	10.0465	432	0.7677	0.6180	0.7677	0.8762
No log	10.0930	434	0.6726	0.4711	0.6726	0.8201
No log	10.1395	436	0.6294	0.4595	0.6294	0.7934
No log	10.1860	438	0.6244	0.4595	0.6244	0.7902
No log	10.2326	440	0.6116	0.4836	0.6116	0.7820
No log	10.2791	442	0.6521	0.5707	0.6521	0.8075
No log	10.3256	444	0.6597	0.5160	0.6597	0.8122
No log	10.3721	446	0.6282	0.3941	0.6282	0.7926
No log	10.4186	448	0.6275	0.4363	0.6275	0.7922
No log	10.4651	450	0.6364	0.4223	0.6364	0.7977
No log	10.5116	452	0.6856	0.3922	0.6856	0.8280
No log	10.5581	454	0.7300	0.3464	0.7300	0.8544
No log	10.6047	456	0.7111	0.3611	0.7111	0.8433
No log	10.6512	458	0.6474	0.3941	0.6474	0.8046
No log	10.6977	460	0.5968	0.5168	0.5968	0.7726
No log	10.7442	462	0.5763	0.6036	0.5763	0.7592
No log	10.7907	464	0.6009	0.5577	0.6009	0.7752
No log	10.8372	466	0.6523	0.4954	0.6523	0.8076
No log	10.8837	468	0.6918	0.5042	0.6918	0.8318
No log	10.9302	470	0.7271	0.4792	0.7271	0.8527
No log	10.9767	472	0.7015	0.4450	0.7015	0.8376
No log	11.0233	474	0.6783	0.3777	0.6783	0.8236
No log	11.0698	476	0.6875	0.3777	0.6875	0.8292
No log	11.1163	478	0.7301	0.3464	0.7301	0.8545
No log	11.1628	480	0.7079	0.3777	0.7079	0.8414
No log	11.2093	482	0.6951	0.4082	0.6951	0.8337
No log	11.2558	484	0.6850	0.4082	0.6850	0.8276
No log	11.3023	486	0.6563	0.4629	0.6563	0.8101
No log	11.3488	488	0.6263	0.6566	0.6263	0.7914
No log	11.3953	490	0.6780	0.6172	0.6780	0.8234
No log	11.4419	492	0.7547	0.5699	0.7547	0.8687
No log	11.4884	494	0.6807	0.6394	0.6807	0.8251
No log	11.5349	496	0.6238	0.5032	0.6238	0.7898
No log	11.5814	498	0.6777	0.4712	0.6777	0.8232
0.3063	11.6279	500	0.6945	0.4696	0.6945	0.8334
0.3063	11.6744	502	0.6471	0.4462	0.6471	0.8044
0.3063	11.7209	504	0.6419	0.4767	0.6419	0.8012
0.3063	11.7674	506	0.6304	0.5628	0.6304	0.7940
0.3063	11.8140	508	0.6192	0.6011	0.6192	0.7869
0.3063	11.8605	510	0.5943	0.6100	0.5943	0.7709
0.3063	11.9070	512	0.5839	0.5450	0.5839	0.7641
0.3063	11.9535	514	0.5958	0.5302	0.5958	0.7719
0.3063	12.0	516	0.6423	0.4729	0.6423	0.8015
0.3063	12.0465	518	0.6268	0.4988	0.6268	0.7917
0.3063	12.0930	520	0.5878	0.5274	0.5878	0.7667
0.3063	12.1395	522	0.5793	0.5432	0.5793	0.7611
0.3063	12.1860	524	0.5775	0.6036	0.5775	0.7599
0.3063	12.2326	526	0.5911	0.6287	0.5911	0.7688
0.3063	12.2791	528	0.5962	0.6287	0.5962	0.7722
0.3063	12.3256	530	0.5978	0.5669	0.5978	0.7731
0.3063	12.3721	532	0.5958	0.5542	0.5958	0.7719
0.3063	12.4186	534	0.5972	0.5644	0.5972	0.7728
0.3063	12.4651	536	0.6093	0.5359	0.6093	0.7806
0.3063	12.5116	538	0.6062	0.5359	0.6062	0.7786
0.3063	12.5581	540	0.5757	0.5859	0.5757	0.7587
0.3063	12.6047	542	0.5695	0.5859	0.5695	0.7547
0.3063	12.6512	544	0.5675	0.5983	0.5675	0.7534
0.3063	12.6977	546	0.5754	0.5859	0.5754	0.7585
0.3063	12.7442	548	0.5944	0.5932	0.5944	0.7710
0.3063	12.7907	550	0.6057	0.5933	0.6057	0.7783
0.3063	12.8372	552	0.5878	0.6337	0.5878	0.7667
0.3063	12.8837	554	0.5926	0.6511	0.5926	0.7698
0.3063	12.9302	556	0.6112	0.6189	0.6112	0.7818
0.3063	12.9767	558	0.5671	0.6446	0.5671	0.7531
0.3063	13.0233	560	0.5366	0.6390	0.5366	0.7325
0.3063	13.0698	562	0.5313	0.6437	0.5313	0.7289
0.3063	13.1163	564	0.5423	0.6447	0.5423	0.7364
0.3063	13.1628	566	0.5365	0.6230	0.5365	0.7325
0.3063	13.2093	568	0.5515	0.6566	0.5515	0.7427
0.3063	13.2558	570	0.5884	0.6511	0.5884	0.7671
0.3063	13.3023	572	0.5814	0.6157	0.5814	0.7625
0.3063	13.3488	574	0.5499	0.6606	0.5499	0.7415
0.3063	13.3953	576	0.5365	0.6606	0.5365	0.7324
0.3063	13.4419	578	0.5590	0.6415	0.5590	0.7477
0.3063	13.4884	580	0.6220	0.6371	0.6220	0.7887
0.3063	13.5349	582	0.7096	0.5756	0.7096	0.8424
0.3063	13.5814	584	0.7122	0.6061	0.7122	0.8439
0.3063	13.6279	586	0.6548	0.6179	0.6548	0.8092
0.3063	13.6744	588	0.6198	0.6147	0.6198	0.7872
0.3063	13.7209	590	0.6043	0.6286	0.6043	0.7774
0.3063	13.7674	592	0.6057	0.6175	0.6057	0.7783
0.3063	13.8140	594	0.6166	0.5377	0.6166	0.7853
0.3063	13.8605	596	0.6088	0.5259	0.6088	0.7803
0.3063	13.9070	598	0.5925	0.5735	0.5925	0.7698
0.3063	13.9535	600	0.5761	0.6107	0.5761	0.7590
0.3063	14.0	602	0.5681	0.6537	0.5681	0.7537
0.3063	14.0465	604	0.5822	0.6262	0.5822	0.7630
0.3063	14.0930	606	0.6081	0.6252	0.6081	0.7798
0.3063	14.1395	608	0.6916	0.5860	0.6916	0.8316
0.3063	14.1860	610	0.7353	0.5739	0.7353	0.8575
0.3063	14.2326	612	0.6902	0.5433	0.6902	0.8308
0.3063	14.2791	614	0.6315	0.5905	0.6315	0.7947
0.3063	14.3256	616	0.6145	0.5905	0.6145	0.7839
0.3063	14.3721	618	0.6113	0.6102	0.6113	0.7819
0.3063	14.4186	620	0.6170	0.6361	0.6170	0.7855
0.3063	14.4651	622	0.6305	0.6538	0.6305	0.7941
0.3063	14.5116	624	0.6248	0.6502	0.6248	0.7905
0.3063	14.5581	626	0.5902	0.6380	0.5902	0.7683
0.3063	14.6047	628	0.5697	0.6498	0.5697	0.7548
0.3063	14.6512	630	0.5653	0.6537	0.5653	0.7518
0.3063	14.6977	632	0.5565	0.6724	0.5565	0.7460
0.3063	14.7442	634	0.5467	0.6566	0.5467	0.7394
0.3063	14.7907	636	0.5495	0.6380	0.5495	0.7413
0.3063	14.8372	638	0.5488	0.6301	0.5488	0.7408
0.3063	14.8837	640	0.5489	0.6451	0.5489	0.7409
0.3063	14.9302	642	0.5558	0.6207	0.5558	0.7455
0.3063	14.9767	644	0.5700	0.6371	0.5700	0.7550
0.3063	15.0233	646	0.5642	0.6473	0.5642	0.7511
0.3063	15.0698	648	0.5656	0.5905	0.5656	0.7520
0.3063	15.1163	650	0.5630	0.5943	0.5630	0.7504
0.3063	15.1628	652	0.5703	0.5983	0.5703	0.7552
0.3063	15.2093	654	0.5745	0.5983	0.5745	0.7579
0.3063	15.2558	656	0.5540	0.5994	0.5540	0.7443
0.3063	15.3023	658	0.5369	0.5871	0.5369	0.7327
0.3063	15.3488	660	0.5450	0.6632	0.5450	0.7383
0.3063	15.3953	662	0.5652	0.6764	0.5652	0.7518
0.3063	15.4419	664	0.5506	0.6593	0.5506	0.7421
0.3063	15.4884	666	0.5222	0.6046	0.5222	0.7226
0.3063	15.5349	668	0.5493	0.7032	0.5493	0.7411
0.3063	15.5814	670	0.5919	0.6283	0.5919	0.7693
0.3063	15.6279	672	0.6017	0.6081	0.6017	0.7757
0.3063	15.6744	674	0.5642	0.7032	0.5642	0.7511
0.3063	15.7209	676	0.5479	0.6154	0.5479	0.7402
0.3063	15.7674	678	0.5869	0.5798	0.5869	0.7661
0.3063	15.8140	680	0.5998	0.6081	0.5998	0.7745
0.3063	15.8605	682	0.5585	0.6446	0.5585	0.7474
0.3063	15.9070	684	0.5179	0.6724	0.5179	0.7197
0.3063	15.9535	686	0.5204	0.6795	0.5204	0.7214
0.3063	16.0	688	0.5560	0.6626	0.5560	0.7457
0.3063	16.0465	690	0.5812	0.6432	0.5812	0.7623
0.3063	16.0930	692	0.5853	0.6432	0.5853	0.7650
0.3063	16.1395	694	0.5520	0.6738	0.5520	0.7430
0.3063	16.1860	696	0.5353	0.6437	0.5353	0.7316
0.3063	16.2326	698	0.5592	0.5822	0.5592	0.7478
0.3063	16.2791	700	0.5820	0.6252	0.5820	0.7629
0.3063	16.3256	702	0.5888	0.6177	0.5888	0.7674
0.3063	16.3721	704	0.5671	0.5822	0.5671	0.7531
0.3063	16.4186	706	0.5548	0.5983	0.5548	0.7449
0.3063	16.4651	708	0.5625	0.6107	0.5625	0.7500
0.3063	16.5116	710	0.5696	0.6107	0.5696	0.7547
0.3063	16.5581	712	0.5767	0.5735	0.5767	0.7594
0.3063	16.6047	714	0.5814	0.5735	0.5814	0.7625
0.3063	16.6512	716	0.5913	0.5722	0.5913	0.7690
0.3063	16.6977	718	0.5856	0.6325	0.5856	0.7652
0.3063	16.7442	720	0.5497	0.6528	0.5497	0.7414
0.3063	16.7907	722	0.5482	0.6664	0.5482	0.7404
0.3063	16.8372	724	0.5762	0.6756	0.5762	0.7591
0.3063	16.8837	726	0.6214	0.6109	0.6214	0.7883
0.3063	16.9302	728	0.6705	0.6199	0.6705	0.8189
0.3063	16.9767	730	0.6764	0.5927	0.6764	0.8224
0.3063	17.0233	732	0.6531	0.6042	0.6531	0.8081
0.3063	17.0698	734	0.6038	0.5597	0.6038	0.7770
0.3063	17.1163	736	0.5797	0.5618	0.5797	0.7614
0.3063	17.1628	738	0.5738	0.5822	0.5738	0.7575
0.3063	17.2093	740	0.5931	0.6473	0.5931	0.7702
0.3063	17.2558	742	0.6134	0.6035	0.6134	0.7832
0.3063	17.3023	744	0.5919	0.6147	0.5919	0.7693
0.3063	17.3488	746	0.5639	0.6415	0.5639	0.7509
0.3063	17.3953	748	0.5589	0.6320	0.5589	0.7476
0.3063	17.4419	750	0.5636	0.6712	0.5636	0.7508
0.3063	17.4884	752	0.5818	0.6593	0.5818	0.7628
0.3063	17.5349	754	0.6110	0.5540	0.6110	0.7816
0.3063	17.5814	756	0.6460	0.4728	0.6460	0.8038
0.3063	17.6279	758	0.6421	0.5259	0.6421	0.8013
0.3063	17.6744	760	0.6369	0.4764	0.6369	0.7980
0.3063	17.7209	762	0.6326	0.4764	0.6326	0.7954
0.3063	17.7674	764	0.6086	0.5153	0.6086	0.7801
0.3063	17.8140	766	0.5956	0.5503	0.5956	0.7718
0.3063	17.8605	768	0.5887	0.5722	0.5887	0.7672
0.3063	17.9070	770	0.5785	0.6096	0.5785	0.7606
0.3063	17.9535	772	0.5742	0.6276	0.5742	0.7578
0.3063	18.0	774	0.5805	0.6078	0.5805	0.7619
0.3063	18.0465	776	0.5686	0.6078	0.5686	0.7541
0.3063	18.0930	778	0.5585	0.5821	0.5585	0.7473
0.3063	18.1395	780	0.5488	0.6343	0.5488	0.7408
0.3063	18.1860	782	0.5473	0.6272	0.5473	0.7398
0.3063	18.2326	784	0.5513	0.6307	0.5513	0.7425
0.3063	18.2791	786	0.5625	0.5746	0.5625	0.7500
0.3063	18.3256	788	0.5826	0.5869	0.5826	0.7633
0.3063	18.3721	790	0.6003	0.6063	0.6003	0.7748
0.3063	18.4186	792	0.5945	0.6063	0.5945	0.7711
0.3063	18.4651	794	0.5954	0.5948	0.5954	0.7716
0.3063	18.5116	796	0.5982	0.5948	0.5982	0.7734
0.3063	18.5581	798	0.5978	0.5923	0.5978	0.7732
0.3063	18.6047	800	0.5958	0.6296	0.5958	0.7719
0.3063	18.6512	802	0.5796	0.6328	0.5796	0.7613
0.3063	18.6977	804	0.5627	0.6102	0.5627	0.7501
0.3063	18.7442	806	0.5714	0.6186	0.5714	0.7559
0.3063	18.7907	808	0.5965	0.5536	0.5965	0.7723
0.3063	18.8372	810	0.6161	0.5168	0.6161	0.7849
0.3063	18.8837	812	0.6272	0.4643	0.6272	0.7920
0.3063	18.9302	814	0.6537	0.4363	0.6537	0.8085
0.3063	18.9767	816	0.6793	0.4361	0.6793	0.8242
0.3063	19.0233	818	0.6525	0.4988	0.6525	0.8078
0.3063	19.0698	820	0.6172	0.5359	0.6172	0.7856
0.3063	19.1163	822	0.6069	0.5485	0.6069	0.7790
0.3063	19.1628	824	0.6075	0.6291	0.6075	0.7795
0.3063	19.2093	826	0.6062	0.6259	0.6062	0.7786
0.3063	19.2558	828	0.6151	0.6259	0.6151	0.7843
0.3063	19.3023	830	0.6052	0.6102	0.6052	0.7780
0.3063	19.3488	832	0.5882	0.5847	0.5882	0.7669
0.3063	19.3953	834	0.6043	0.6756	0.6043	0.7774
0.3063	19.4419	836	0.6102	0.6173	0.6102	0.7812
0.3063	19.4884	838	0.6222	0.5153	0.6222	0.7888
0.3063	19.5349	840	0.6441	0.5117	0.6441	0.8026
0.3063	19.5814	842	0.6888	0.4352	0.6888	0.8300
0.3063	19.6279	844	0.7147	0.4075	0.7147	0.8454
0.3063	19.6744	846	0.7002	0.4075	0.7002	0.8368
0.3063	19.7209	848	0.6722	0.4626	0.6722	0.8199
0.3063	19.7674	850	0.6412	0.4903	0.6412	0.8007
0.3063	19.8140	852	0.6258	0.4903	0.6258	0.7911
0.3063	19.8605	854	0.6105	0.5578	0.6105	0.7814
0.3063	19.9070	856	0.6083	0.5042	0.6083	0.7799
0.3063	19.9535	858	0.6254	0.5618	0.6254	0.7908
0.3063	20.0	860	0.6559	0.4988	0.6559	0.8099
0.3063	20.0465	862	0.6937	0.4366	0.6937	0.8329
0.3063	20.0930	864	0.6997	0.5054	0.6997	0.8365
0.3063	20.1395	866	0.6654	0.4981	0.6654	0.8157
0.3063	20.1860	868	0.6322	0.5490	0.6322	0.7951
0.3063	20.2326	870	0.5973	0.5391	0.5973	0.7729
0.3063	20.2791	872	0.5940	0.5810	0.5940	0.7707
0.3063	20.3256	874	0.5973	0.5729	0.5973	0.7728
0.3063	20.3721	876	0.5953	0.5821	0.5953	0.7715
0.3063	20.4186	878	0.5885	0.6044	0.5885	0.7671
0.3063	20.4651	880	0.5879	0.5759	0.5879	0.7667
0.3063	20.5116	882	0.6093	0.5490	0.6093	0.7806
0.3063	20.5581	884	0.6217	0.5710	0.6217	0.7885
0.3063	20.6047	886	0.6004	0.5847	0.6004	0.7749
0.3063	20.6512	888	0.5859	0.5972	0.5859	0.7655
0.3063	20.6977	890	0.5864	0.5859	0.5864	0.7658
0.3063	20.7442	892	0.5895	0.5302	0.5895	0.7678
0.3063	20.7907	894	0.5881	0.5549	0.5881	0.7669
0.3063	20.8372	896	0.5850	0.5549	0.5850	0.7649
0.3063	20.8837	898	0.5774	0.5983	0.5774	0.7599
0.3063	20.9302	900	0.5716	0.5983	0.5716	0.7560
0.3063	20.9767	902	0.5682	0.6186	0.5682	0.7538
0.3063	21.0233	904	0.5694	0.5983	0.5694	0.7546
0.3063	21.0698	906	0.5778	0.5859	0.5778	0.7601
0.3063	21.1163	908	0.5975	0.5847	0.5975	0.7730
0.3063	21.1628	910	0.6106	0.5722	0.6106	0.7814
0.3063	21.2093	912	0.6060	0.5536	0.6060	0.7785
0.3063	21.2558	914	0.6088	0.5183	0.6088	0.7803
0.3063	21.3023	916	0.6197	0.5536	0.6197	0.7872
0.3063	21.3488	918	0.6279	0.5153	0.6279	0.7924
0.3063	21.3953	920	0.6238	0.5042	0.6238	0.7898
0.3063	21.4419	922	0.6232	0.5450	0.6232	0.7894
0.3063	21.4884	924	0.6275	0.5195	0.6275	0.7922
0.3063	21.5349	926	0.6289	0.5057	0.6289	0.7930
0.3063	21.5814	928	0.6505	0.4903	0.6505	0.8065
0.3063	21.6279	930	0.7040	0.4729	0.7040	0.8390
0.3063	21.6744	932	0.7553	0.3763	0.7553	0.8691
0.3063	21.7209	934	0.7555	0.3763	0.7555	0.8692
0.3063	21.7674	936	0.7165	0.3922	0.7165	0.8464
0.3063	21.8140	938	0.6768	0.4503	0.6768	0.8227
0.3063	21.8605	940	0.6505	0.5153	0.6505	0.8066
0.3063	21.9070	942	0.6435	0.5618	0.6435	0.8022
0.3063	21.9535	944	0.6524	0.5246	0.6524	0.8077
0.3063	22.0	946	0.6521	0.5246	0.6521	0.8075
0.3063	22.0465	948	0.6296	0.5618	0.6296	0.7935
0.3063	22.0930	950	0.6007	0.5746	0.6007	0.7751
0.3063	22.1395	952	0.5842	0.6084	0.5842	0.7643
0.3063	22.1860	954	0.5731	0.5972	0.5731	0.7570
0.3063	22.2326	956	0.5711	0.5972	0.5711	0.7557
0.3063	22.2791	958	0.5690	0.6096	0.5690	0.7543
0.3063	22.3256	960	0.5622	0.6307	0.5622	0.7498
0.3063	22.3721	962	0.5606	0.6107	0.5606	0.7487
0.3063	22.4186	964	0.5829	0.6660	0.5829	0.7635
0.3063	22.4651	966	0.5962	0.6546	0.5962	0.7722
0.3063	22.5116	968	0.5890	0.6569	0.5890	0.7675
0.3063	22.5581	970	0.5873	0.5835	0.5873	0.7663
0.3063	22.6047	972	0.5833	0.5703	0.5833	0.7638
0.3063	22.6512	974	0.5768	0.5938	0.5768	0.7595
0.3063	22.6977	976	0.5769	0.5419	0.5769	0.7595
0.3063	22.7442	978	0.5918	0.5490	0.5918	0.7693
0.3063	22.7907	980	0.5892	0.5722	0.5892	0.7676
0.3063	22.8372	982	0.5862	0.5722	0.5862	0.7656
0.3063	22.8837	984	0.5685	0.5796	0.5685	0.7540
0.3063	22.9302	986	0.5617	0.6139	0.5617	0.7494
0.3063	22.9767	988	0.5634	0.6505	0.5634	0.7506
0.3063	23.0233	990	0.5956	0.6394	0.5956	0.7717
0.3063	23.0698	992	1.4200	0.2230	1.4200	1.1916
0.3063	23.1163	994	0.9017	0.5508	0.9017	0.9496
0.3063	23.1628	996	0.6363	0.6161	0.6363	0.7977
0.3063	23.2093	998	0.5914	0.6394	0.5914	0.7690
0.0605	23.2558	1000	0.5504	0.6422	0.5504	0.7419
0.0605	23.3023	1002	0.5578	0.6117	0.5578	0.7469
0.0605	23.3488	1004	0.6243	0.6003	0.6243	0.7902
0.0605	23.3953	1006	0.6742	0.5173	0.6742	0.8211
0.0605	23.4419	1008	0.6647	0.5534	0.6647	0.8153
0.0605	23.4884	1010	0.6215	0.5710	0.6215	0.7883

Framework versions

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