ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task1_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: 1.1294
• Qwk: 0.5673
• Mse: 1.1294
• Rmse: 1.0627

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	0.025	2	5.1623	-0.0237	5.1623	2.2721
No log	0.05	4	3.0191	0.0749	3.0191	1.7376
No log	0.075	6	2.1544	-0.0365	2.1544	1.4678
No log	0.1	8	1.6636	0.1073	1.6636	1.2898
No log	0.125	10	1.2942	0.0979	1.2942	1.1376
No log	0.15	12	1.2834	0.2215	1.2834	1.1329
No log	0.175	14	1.4818	0.0307	1.4818	1.2173
No log	0.2	16	1.4962	0.0754	1.4962	1.2232
No log	0.225	18	1.3561	0.1881	1.3561	1.1645
No log	0.25	20	1.2519	0.3094	1.2519	1.1189
No log	0.275	22	1.2130	0.3046	1.2130	1.1014
No log	0.3	24	1.3225	0.1420	1.3225	1.1500
No log	0.325	26	1.5235	0.1230	1.5235	1.2343
No log	0.35	28	1.4623	0.1623	1.4623	1.2092
No log	0.375	30	1.1279	0.3140	1.1279	1.0620
No log	0.4	32	1.0249	0.4348	1.0249	1.0124
No log	0.425	34	1.0215	0.4580	1.0215	1.0107
No log	0.45	36	0.9775	0.3805	0.9775	0.9887
No log	0.475	38	1.0021	0.3027	1.0021	1.0010
No log	0.5	40	1.1884	0.3648	1.1884	1.0901
No log	0.525	42	1.3086	0.3116	1.3086	1.1439
No log	0.55	44	1.3118	0.2903	1.3118	1.1453
No log	0.575	46	1.3620	0.2941	1.3620	1.1671
No log	0.6	48	1.1957	0.3382	1.1957	1.0935
No log	0.625	50	1.1150	0.3552	1.1150	1.0559
No log	0.65	52	1.0795	0.4030	1.0795	1.0390
No log	0.675	54	1.0184	0.4795	1.0184	1.0091
No log	0.7	56	0.9926	0.4775	0.9926	0.9963
No log	0.725	58	0.9380	0.5167	0.9380	0.9685
No log	0.75	60	0.8954	0.4543	0.8954	0.9463
No log	0.775	62	0.8998	0.4755	0.8998	0.9486
No log	0.8	64	0.9825	0.4738	0.9825	0.9912
No log	0.825	66	1.0114	0.4472	1.0114	1.0057
No log	0.85	68	0.9060	0.4472	0.9060	0.9519
No log	0.875	70	0.8019	0.4999	0.8019	0.8955
No log	0.9	72	0.7997	0.5068	0.7997	0.8943
No log	0.925	74	0.7975	0.4930	0.7975	0.8930
No log	0.95	76	0.7720	0.5511	0.7720	0.8786
No log	0.975	78	0.8248	0.5727	0.8248	0.9082
No log	1.0	80	1.1350	0.4815	1.1350	1.0654
No log	1.025	82	1.2893	0.4167	1.2893	1.1355
No log	1.05	84	1.0798	0.4928	1.0798	1.0391
No log	1.075	86	0.8597	0.6237	0.8597	0.9272
No log	1.1	88	0.8076	0.6152	0.8076	0.8987
No log	1.125	90	0.8078	0.5928	0.8078	0.8988
No log	1.15	92	0.8364	0.6053	0.8364	0.9145
No log	1.175	94	0.8436	0.5806	0.8436	0.9185
No log	1.2	96	0.8293	0.5488	0.8293	0.9107
No log	1.225	98	0.8477	0.5878	0.8477	0.9207
No log	1.25	100	0.9272	0.5214	0.9272	0.9629
No log	1.275	102	1.0427	0.4997	1.0427	1.0211
No log	1.3	104	1.1102	0.4796	1.1102	1.0537
No log	1.325	106	1.1160	0.4841	1.1160	1.0564
No log	1.35	108	0.9122	0.5490	0.9122	0.9551
No log	1.375	110	0.8248	0.5870	0.8248	0.9082
No log	1.4	112	0.9120	0.5578	0.9120	0.9550
No log	1.425	114	0.9566	0.5530	0.9566	0.9780
No log	1.45	116	0.9744	0.5402	0.9744	0.9871
No log	1.475	118	0.8394	0.5883	0.8394	0.9162
No log	1.5	120	0.8047	0.5918	0.8047	0.8970
No log	1.525	122	0.8042	0.5880	0.8042	0.8968
No log	1.55	124	0.9676	0.5728	0.9676	0.9837
No log	1.575	126	1.0480	0.4999	1.0480	1.0237
No log	1.6	128	0.8585	0.5858	0.8585	0.9266
No log	1.625	130	0.7670	0.5829	0.7670	0.8758
No log	1.65	132	0.8229	0.5625	0.8229	0.9071
No log	1.675	134	0.7526	0.6122	0.7526	0.8675
No log	1.7	136	0.7931	0.6427	0.7931	0.8906
No log	1.725	138	1.1070	0.5340	1.1070	1.0521
No log	1.75	140	1.2775	0.4443	1.2775	1.1303
No log	1.775	142	1.1472	0.4825	1.1472	1.0711
No log	1.8	144	1.0076	0.4644	1.0076	1.0038
No log	1.825	146	0.9518	0.5032	0.9518	0.9756
No log	1.85	148	0.9950	0.5199	0.9950	0.9975
No log	1.875	150	1.0006	0.5006	1.0006	1.0003
No log	1.9	152	0.9438	0.5289	0.9438	0.9715
No log	1.925	154	0.8778	0.5246	0.8778	0.9369
No log	1.95	156	0.8728	0.5358	0.8728	0.9342
No log	1.975	158	0.9474	0.5170	0.9474	0.9733
No log	2.0	160	1.0388	0.4931	1.0388	1.0192
No log	2.025	162	0.9887	0.4879	0.9887	0.9943
No log	2.05	164	0.8944	0.5686	0.8944	0.9457
No log	2.075	166	0.8135	0.5851	0.8135	0.9020
No log	2.1	168	0.7668	0.5934	0.7668	0.8757
No log	2.125	170	0.7358	0.6199	0.7358	0.8578
No log	2.15	172	0.7684	0.6325	0.7684	0.8766
No log	2.175	174	0.7515	0.5979	0.7515	0.8669
No log	2.2	176	0.7774	0.5961	0.7774	0.8817
No log	2.225	178	0.9010	0.5946	0.9010	0.9492
No log	2.25	180	0.9493	0.5678	0.9493	0.9743
No log	2.275	182	0.9322	0.6035	0.9322	0.9655
No log	2.3	184	0.9423	0.6021	0.9423	0.9707
No log	2.325	186	0.8496	0.6455	0.8496	0.9218
No log	2.35	188	0.7964	0.6303	0.7964	0.8924
No log	2.375	190	0.7590	0.6103	0.7590	0.8712
No log	2.4	192	0.7555	0.6633	0.7555	0.8692
No log	2.425	194	0.8199	0.6369	0.8199	0.9055
No log	2.45	196	0.8153	0.6208	0.8153	0.9029
No log	2.475	198	0.8202	0.6294	0.8202	0.9057
No log	2.5	200	0.7729	0.6475	0.7729	0.8791
No log	2.525	202	0.6992	0.6495	0.6992	0.8362
No log	2.55	204	0.7339	0.6415	0.7339	0.8567
No log	2.575	206	0.8524	0.5938	0.8524	0.9233
No log	2.6	208	0.9711	0.5344	0.9711	0.9854
No log	2.625	210	0.9836	0.5163	0.9836	0.9917
No log	2.65	212	0.8400	0.6083	0.8400	0.9165
No log	2.675	214	0.7526	0.6404	0.7526	0.8675
No log	2.7	216	0.7047	0.6692	0.7047	0.8394
No log	2.725	218	0.7067	0.6507	0.7067	0.8407
No log	2.75	220	0.7912	0.6473	0.7912	0.8895
No log	2.775	222	0.8409	0.6245	0.8409	0.9170
No log	2.8	224	0.8001	0.6304	0.8001	0.8945
No log	2.825	226	0.7006	0.6551	0.7006	0.8370
No log	2.85	228	0.6806	0.6622	0.6806	0.8250
No log	2.875	230	0.7089	0.6899	0.7089	0.8420
No log	2.9	232	0.7901	0.6704	0.7901	0.8889
No log	2.925	234	0.7548	0.6636	0.7548	0.8688
No log	2.95	236	0.6631	0.6738	0.6631	0.8143
No log	2.975	238	0.6272	0.6629	0.6272	0.7920
No log	3.0	240	0.6533	0.6871	0.6533	0.8083
No log	3.025	242	0.8154	0.6590	0.8154	0.9030
No log	3.05	244	0.8626	0.6501	0.8626	0.9287
No log	3.075	246	0.8110	0.6504	0.8110	0.9005
No log	3.1	248	0.7780	0.6646	0.7780	0.8821
No log	3.125	250	0.7452	0.6684	0.7452	0.8633
No log	3.15	252	0.7923	0.6732	0.7923	0.8901
No log	3.175	254	0.9301	0.6464	0.9301	0.9644
No log	3.2	256	1.2127	0.5461	1.2127	1.1012
No log	3.225	258	1.2938	0.5317	1.2938	1.1375
No log	3.25	260	1.0465	0.5761	1.0465	1.0230
No log	3.275	262	1.0198	0.4958	1.0198	1.0099
No log	3.3	264	1.0895	0.5338	1.0895	1.0438
No log	3.325	266	0.8642	0.5916	0.8642	0.9296
No log	3.35	268	0.7418	0.6537	0.7418	0.8613
No log	3.375	270	0.8426	0.6581	0.8426	0.9179
No log	3.4	272	0.8728	0.6091	0.8728	0.9342
No log	3.425	274	0.9392	0.5716	0.9392	0.9691
No log	3.45	276	0.9398	0.5662	0.9398	0.9694
No log	3.475	278	0.8679	0.6091	0.8679	0.9316
No log	3.5	280	0.7896	0.6715	0.7896	0.8886
No log	3.525	282	0.7178	0.6764	0.7178	0.8472
No log	3.55	284	0.7091	0.6784	0.7091	0.8421
No log	3.575	286	0.7777	0.6676	0.7777	0.8819
No log	3.6	288	0.8975	0.5940	0.8975	0.9474
No log	3.625	290	0.8524	0.6126	0.8524	0.9233
No log	3.65	292	0.7530	0.6500	0.7530	0.8677
No log	3.675	294	0.7058	0.6880	0.7058	0.8401
No log	3.7	296	0.6582	0.6963	0.6582	0.8113
No log	3.725	298	0.6409	0.6838	0.6409	0.8006
No log	3.75	300	0.6553	0.7005	0.6553	0.8095
No log	3.775	302	0.7311	0.6473	0.7311	0.8550
No log	3.8	304	0.8612	0.6162	0.8612	0.9280
No log	3.825	306	1.0664	0.5132	1.0664	1.0327
No log	3.85	308	1.1505	0.5023	1.1505	1.0726
No log	3.875	310	1.1977	0.5016	1.1977	1.0944
No log	3.9	312	1.0561	0.5742	1.0561	1.0276
No log	3.925	314	0.8479	0.6323	0.8479	0.9208
No log	3.95	316	0.8155	0.6211	0.8155	0.9031
No log	3.975	318	0.8260	0.6232	0.8260	0.9089
No log	4.0	320	0.8180	0.6017	0.8180	0.9045
No log	4.025	322	0.7496	0.6609	0.7496	0.8658
No log	4.05	324	0.7346	0.6768	0.7346	0.8571
No log	4.075	326	0.7359	0.6654	0.7359	0.8579
No log	4.1	328	0.7199	0.6976	0.7199	0.8485
No log	4.125	330	0.7008	0.6903	0.7008	0.8372
No log	4.15	332	0.6982	0.6942	0.6982	0.8356
No log	4.175	334	0.7790	0.6685	0.7790	0.8826
No log	4.2	336	0.8529	0.6142	0.8529	0.9236
No log	4.225	338	0.9501	0.5889	0.9501	0.9747
No log	4.25	340	0.9221	0.6131	0.9221	0.9602
No log	4.275	342	0.9346	0.6310	0.9346	0.9667
No log	4.3	344	0.7826	0.6600	0.7826	0.8847
No log	4.325	346	0.7010	0.7027	0.7010	0.8372
No log	4.35	348	0.7239	0.6859	0.7239	0.8508
No log	4.375	350	0.7906	0.6402	0.7906	0.8892
No log	4.4	352	0.8648	0.6217	0.8648	0.9300
No log	4.425	354	1.0179	0.5607	1.0179	1.0089
No log	4.45	356	1.0675	0.5174	1.0675	1.0332
No log	4.475	358	1.0514	0.5421	1.0514	1.0254
No log	4.5	360	0.9686	0.5831	0.9686	0.9842
No log	4.525	362	0.9729	0.5807	0.9729	0.9864
No log	4.55	364	0.9992	0.5667	0.9992	0.9996
No log	4.575	366	0.9371	0.5997	0.9371	0.9680
No log	4.6	368	0.8745	0.6175	0.8745	0.9352
No log	4.625	370	0.8685	0.6103	0.8685	0.9319
No log	4.65	372	0.7922	0.6628	0.7922	0.8900
No log	4.675	374	0.7431	0.6815	0.7431	0.8620
No log	4.7	376	0.8174	0.6555	0.8174	0.9041
No log	4.725	378	0.9879	0.5907	0.9879	0.9940
No log	4.75	380	1.1306	0.5720	1.1306	1.0633
No log	4.775	382	1.1288	0.5412	1.1288	1.0625
No log	4.8	384	1.0576	0.5393	1.0576	1.0284
No log	4.825	386	0.9642	0.5975	0.9642	0.9820
No log	4.85	388	0.9320	0.6124	0.9320	0.9654
No log	4.875	390	0.8800	0.6227	0.8800	0.9381
No log	4.9	392	0.8649	0.6596	0.8649	0.9300
No log	4.925	394	0.9196	0.5944	0.9196	0.9589
No log	4.95	396	0.9421	0.5816	0.9421	0.9706
No log	4.975	398	0.9086	0.5925	0.9086	0.9532
No log	5.0	400	0.8229	0.6450	0.8229	0.9072
No log	5.025	402	0.8190	0.6262	0.8190	0.9050
No log	5.05	404	0.7673	0.6518	0.7673	0.8760
No log	5.075	406	0.7210	0.6784	0.7210	0.8491
No log	5.1	408	0.7520	0.6866	0.7520	0.8672
No log	5.125	410	0.8021	0.6309	0.8021	0.8956
No log	5.15	412	0.8058	0.6255	0.8058	0.8976
No log	5.175	414	0.8279	0.6092	0.8279	0.9099
No log	5.2	416	0.8051	0.6383	0.8051	0.8973
No log	5.225	418	0.7353	0.6676	0.7353	0.8575
No log	5.25	420	0.7129	0.6655	0.7129	0.8444
No log	5.275	422	0.7720	0.6372	0.7720	0.8786
No log	5.3	424	0.8516	0.6165	0.8516	0.9228
No log	5.325	426	0.9803	0.5756	0.9803	0.9901
No log	5.35	428	0.9407	0.6009	0.9407	0.9699
No log	5.375	430	0.7712	0.6481	0.7712	0.8782
No log	5.4	432	0.6534	0.7191	0.6534	0.8083
No log	5.425	434	0.6526	0.7102	0.6526	0.8078
No log	5.45	436	0.6983	0.6914	0.6983	0.8357
No log	5.475	438	0.8272	0.6730	0.8272	0.9095
No log	5.5	440	0.8971	0.6361	0.8971	0.9472
No log	5.525	442	0.8679	0.6236	0.8679	0.9316
No log	5.55	444	0.8173	0.6331	0.8173	0.9040
No log	5.575	446	0.8721	0.5952	0.8721	0.9338
No log	5.6	448	0.9072	0.5955	0.9072	0.9525
No log	5.625	450	0.9652	0.5251	0.9652	0.9824
No log	5.65	452	1.0551	0.5305	1.0551	1.0272
No log	5.675	454	1.1415	0.5015	1.1415	1.0684
No log	5.7	456	1.0842	0.5155	1.0842	1.0412
No log	5.725	458	0.9356	0.6031	0.9356	0.9673
No log	5.75	460	0.8178	0.6447	0.8178	0.9043
No log	5.775	462	0.7790	0.6543	0.7790	0.8826
No log	5.8	464	0.8207	0.6609	0.8207	0.9059
No log	5.825	466	0.9317	0.5988	0.9317	0.9653
No log	5.85	468	0.9999	0.5933	0.9999	1.0000
No log	5.875	470	1.1595	0.5112	1.1595	1.0768
No log	5.9	472	1.1647	0.5146	1.1647	1.0792
No log	5.925	474	1.0642	0.5628	1.0642	1.0316
No log	5.95	476	0.8938	0.6306	0.8938	0.9454
No log	5.975	478	0.8336	0.6553	0.8336	0.9130
No log	6.0	480	0.7781	0.6739	0.7781	0.8821
No log	6.025	482	0.7999	0.6562	0.7999	0.8944
No log	6.05	484	0.8380	0.6223	0.8380	0.9154
No log	6.075	486	1.0248	0.5522	1.0248	1.0123
No log	6.1	488	1.1636	0.5164	1.1636	1.0787
No log	6.125	490	1.0953	0.5719	1.0953	1.0466
No log	6.15	492	0.8718	0.6783	0.8718	0.9337
No log	6.175	494	0.8182	0.6790	0.8182	0.9045
No log	6.2	496	0.8049	0.6779	0.8049	0.8971
No log	6.225	498	0.9033	0.6340	0.9033	0.9504
0.411	6.25	500	1.0941	0.5946	1.0941	1.0460
0.411	6.275	502	1.0589	0.5844	1.0589	1.0290
0.411	6.3	504	0.8850	0.6550	0.8850	0.9407
0.411	6.325	506	0.6999	0.6820	0.6999	0.8366
0.411	6.35	508	0.6467	0.7162	0.6467	0.8042
0.411	6.375	510	0.6286	0.7151	0.6286	0.7928
0.411	6.4	512	0.6549	0.6931	0.6549	0.8093
0.411	6.425	514	0.7557	0.6991	0.7557	0.8693
0.411	6.45	516	0.8583	0.6535	0.8583	0.9264
0.411	6.475	518	0.8368	0.6496	0.8368	0.9148
0.411	6.5	520	0.8078	0.6297	0.8078	0.8988
0.411	6.525	522	0.7937	0.6573	0.7937	0.8909
0.411	6.55	524	0.8132	0.6356	0.8132	0.9018
0.411	6.575	526	0.7697	0.6515	0.7697	0.8773
0.411	6.6	528	0.7406	0.6684	0.7406	0.8606
0.411	6.625	530	0.7079	0.6684	0.7079	0.8414
0.411	6.65	532	0.7079	0.6684	0.7079	0.8414
0.411	6.675	534	0.7524	0.6609	0.7524	0.8674
0.411	6.7	536	0.8392	0.6208	0.8392	0.9161
0.411	6.725	538	0.9581	0.6104	0.9581	0.9788
0.411	6.75	540	1.0028	0.6268	1.0028	1.0014
0.411	6.775	542	1.0013	0.6292	1.0013	1.0007
0.411	6.8	544	0.9525	0.6361	0.9525	0.9760
0.411	6.825	546	0.8727	0.6266	0.8727	0.9342
0.411	6.85	548	0.8105	0.6208	0.8105	0.9003
0.411	6.875	550	0.8261	0.6218	0.8261	0.9089
0.411	6.9	552	0.7490	0.6499	0.7490	0.8655
0.411	6.925	554	0.6800	0.7001	0.6800	0.8246
0.411	6.95	556	0.6561	0.7090	0.6561	0.8100
0.411	6.975	558	0.6749	0.6802	0.6749	0.8215
0.411	7.0	560	0.7700	0.6389	0.7700	0.8775
0.411	7.025	562	0.8613	0.6435	0.8613	0.9280
0.411	7.05	564	0.9088	0.6434	0.9088	0.9533
0.411	7.075	566	0.8143	0.6800	0.8143	0.9024
0.411	7.1	568	0.7328	0.6859	0.7328	0.8561
0.411	7.125	570	0.7043	0.6973	0.7043	0.8392
0.411	7.15	572	0.7193	0.6646	0.7193	0.8481
0.411	7.175	574	0.7624	0.6335	0.7624	0.8731
0.411	7.2	576	0.7535	0.6421	0.7535	0.8681
0.411	7.225	578	0.7553	0.6596	0.7553	0.8691
0.411	7.25	580	0.7296	0.6726	0.7296	0.8542
0.411	7.275	582	0.7497	0.6579	0.7497	0.8659
0.411	7.3	584	0.7847	0.6507	0.7847	0.8858
0.411	7.325	586	0.8535	0.6468	0.8535	0.9238
0.411	7.35	588	0.8308	0.6470	0.8308	0.9115
0.411	7.375	590	0.8004	0.6559	0.8004	0.8947
0.411	7.4	592	0.7496	0.6529	0.7496	0.8658
0.411	7.425	594	0.7531	0.6462	0.7531	0.8678
0.411	7.45	596	0.7296	0.6656	0.7296	0.8542
0.411	7.475	598	0.7359	0.6656	0.7359	0.8578
0.411	7.5	600	0.7350	0.6675	0.7350	0.8573
0.411	7.525	602	0.6810	0.6850	0.6810	0.8252
0.411	7.55	604	0.6590	0.6874	0.6590	0.8118
0.411	7.575	606	0.6301	0.7070	0.6301	0.7938
0.411	7.6	608	0.6384	0.7023	0.6384	0.7990
0.411	7.625	610	0.7150	0.6693	0.7150	0.8456
0.411	7.65	612	0.8601	0.6365	0.8601	0.9274
0.411	7.675	614	0.8797	0.6230	0.8797	0.9379
0.411	7.7	616	0.7757	0.6402	0.7757	0.8808
0.411	7.725	618	0.7373	0.6381	0.7373	0.8586
0.411	7.75	620	0.7028	0.7099	0.7028	0.8383
0.411	7.775	622	0.7562	0.6496	0.7562	0.8696
0.411	7.8	624	0.9061	0.6149	0.9061	0.9519
0.411	7.825	626	0.9438	0.5969	0.9438	0.9715
0.411	7.85	628	0.8255	0.6196	0.8255	0.9086
0.411	7.875	630	0.7126	0.7002	0.7126	0.8441
0.411	7.9	632	0.6762	0.6984	0.6762	0.8223
0.411	7.925	634	0.6658	0.7066	0.6658	0.8160
0.411	7.95	636	0.7094	0.7092	0.7094	0.8422
0.411	7.975	638	0.7996	0.6372	0.7996	0.8942
0.411	8.0	640	0.8584	0.6351	0.8584	0.9265
0.411	8.025	642	0.8218	0.6355	0.8218	0.9066
0.411	8.05	644	0.7716	0.6553	0.7716	0.8784
0.411	8.075	646	0.7742	0.6553	0.7742	0.8799
0.411	8.1	648	0.8601	0.6406	0.8601	0.9274
0.411	8.125	650	1.0402	0.5945	1.0402	1.0199
0.411	8.15	652	1.1111	0.5473	1.1111	1.0541
0.411	8.175	654	1.0360	0.5986	1.0360	1.0178
0.411	8.2	656	0.8919	0.6380	0.8919	0.9444
0.411	8.225	658	0.7662	0.6628	0.7662	0.8753
0.411	8.25	660	0.7603	0.6628	0.7603	0.8719
0.411	8.275	662	0.8454	0.6363	0.8454	0.9194
0.411	8.3	664	0.9312	0.6198	0.9312	0.9650
0.411	8.325	666	1.0125	0.6164	1.0125	1.0062
0.411	8.35	668	0.9597	0.6420	0.9597	0.9797
0.411	8.375	670	0.8238	0.6556	0.8238	0.9076
0.411	8.4	672	0.7216	0.6869	0.7216	0.8495
0.411	8.425	674	0.7121	0.7070	0.7121	0.8439
0.411	8.45	676	0.7589	0.6732	0.7589	0.8711
0.411	8.475	678	0.8067	0.6312	0.8067	0.8981
0.411	8.5	680	0.8048	0.6273	0.8048	0.8971
0.411	8.525	682	0.7679	0.6413	0.7679	0.8763
0.411	8.55	684	0.7180	0.6747	0.7180	0.8474
0.411	8.575	686	0.7090	0.7018	0.7090	0.8420
0.411	8.6	688	0.7206	0.6891	0.7206	0.8489
0.411	8.625	690	0.8367	0.6622	0.8367	0.9147
0.411	8.65	692	1.0271	0.6359	1.0271	1.0135
0.411	8.675	694	1.0722	0.6264	1.0722	1.0355
0.411	8.7	696	0.9318	0.5980	0.9318	0.9653
0.411	8.725	698	0.7811	0.6559	0.7811	0.8838
0.411	8.75	700	0.7075	0.6997	0.7075	0.8411
0.411	8.775	702	0.7114	0.6984	0.7114	0.8434
0.411	8.8	704	0.8320	0.6348	0.8320	0.9121
0.411	8.825	706	0.9279	0.6059	0.9279	0.9633
0.411	8.85	708	1.0829	0.5969	1.0829	1.0406
0.411	8.875	710	1.0729	0.6153	1.0729	1.0358
0.411	8.9	712	0.9890	0.6278	0.9890	0.9945
0.411	8.925	714	0.9793	0.6180	0.9793	0.9896
0.411	8.95	716	0.8910	0.6109	0.8910	0.9439
0.411	8.975	718	0.7940	0.6303	0.7940	0.8911
0.411	9.0	720	0.7018	0.6870	0.7018	0.8378
0.411	9.025	722	0.6940	0.6892	0.6940	0.8331
0.411	9.05	724	0.7378	0.6550	0.7378	0.8589
0.411	9.075	726	0.8985	0.6338	0.8985	0.9479
0.411	9.1	728	0.9873	0.6353	0.9873	0.9936
0.411	9.125	730	0.9015	0.6338	0.9015	0.9495
0.411	9.15	732	0.7117	0.6946	0.7117	0.8436
0.411	9.175	734	0.6078	0.6945	0.6078	0.7796
0.411	9.2	736	0.6185	0.6806	0.6185	0.7865
0.411	9.225	738	0.6086	0.7038	0.6086	0.7801
0.411	9.25	740	0.6619	0.6997	0.6619	0.8136
0.411	9.275	742	0.8579	0.6171	0.8579	0.9262
0.411	9.3	744	0.9843	0.6177	0.9843	0.9921
0.411	9.325	746	0.9352	0.6010	0.9352	0.9671
0.411	9.35	748	0.8178	0.6054	0.8178	0.9043
0.411	9.375	750	0.7054	0.6838	0.7054	0.8399
0.411	9.4	752	0.6848	0.7049	0.6848	0.8275
0.411	9.425	754	0.7070	0.6889	0.7070	0.8408
0.411	9.45	756	0.7514	0.6469	0.7514	0.8668
0.411	9.475	758	0.8407	0.6130	0.8407	0.9169
0.411	9.5	760	0.9505	0.6090	0.9505	0.9750
0.411	9.525	762	0.9797	0.5975	0.9797	0.9898
0.411	9.55	764	0.9293	0.5955	0.9293	0.9640
0.411	9.575	766	0.8354	0.6295	0.8354	0.9140
0.411	9.6	768	0.7919	0.6348	0.7919	0.8899
0.411	9.625	770	0.7685	0.6465	0.7685	0.8766
0.411	9.65	772	0.8337	0.6631	0.8337	0.9131
0.411	9.675	774	0.9087	0.6449	0.9087	0.9532
0.411	9.7	776	0.8967	0.6333	0.8967	0.9469
0.411	9.725	778	0.8898	0.6439	0.8898	0.9433
0.411	9.75	780	0.8657	0.6319	0.8657	0.9304
0.411	9.775	782	0.7871	0.6532	0.7871	0.8872
0.411	9.8	784	0.7368	0.6494	0.7368	0.8584
0.411	9.825	786	0.7711	0.6562	0.7711	0.8781
0.411	9.85	788	0.8708	0.6343	0.8708	0.9331
0.411	9.875	790	1.0163	0.6215	1.0163	1.0081
0.411	9.9	792	1.1433	0.6046	1.1433	1.0692
0.411	9.925	794	1.0748	0.6272	1.0748	1.0367
0.411	9.95	796	0.8941	0.6030	0.8941	0.9456
0.411	9.975	798	0.7606	0.6748	0.7606	0.8721
0.411	10.0	800	0.7139	0.6891	0.7139	0.8449
0.411	10.025	802	0.6893	0.6866	0.6893	0.8303
0.411	10.05	804	0.6995	0.6841	0.6995	0.8364
0.411	10.075	806	0.7655	0.6744	0.7655	0.8749
0.411	10.1	808	0.9132	0.6230	0.9132	0.9556
0.411	10.125	810	0.9954	0.5989	0.9954	0.9977
0.411	10.15	812	0.9470	0.6017	0.9470	0.9731
0.411	10.175	814	0.8256	0.6504	0.8256	0.9086
0.411	10.2	816	0.7948	0.6553	0.7948	0.8915
0.411	10.225	818	0.8621	0.6224	0.8621	0.9285
0.411	10.25	820	1.0216	0.6127	1.0216	1.0107
0.411	10.275	822	1.1682	0.5761	1.1682	1.0808
0.411	10.3	824	1.1552	0.5793	1.1552	1.0748
0.411	10.325	826	0.9990	0.5911	0.9990	0.9995
0.411	10.35	828	0.8467	0.6174	0.8467	0.9202
0.411	10.375	830	0.8437	0.6270	0.8437	0.9185
0.411	10.4	832	0.9303	0.6235	0.9303	0.9645
0.411	10.425	834	1.0694	0.5830	1.0694	1.0341
0.411	10.45	836	1.0716	0.5830	1.0716	1.0352
0.411	10.475	838	0.9830	0.6036	0.9830	0.9915
0.411	10.5	840	0.9134	0.6241	0.9134	0.9557
0.411	10.525	842	0.9303	0.6140	0.9303	0.9645
0.411	10.55	844	1.0197	0.5933	1.0197	1.0098
0.411	10.575	846	1.1681	0.5524	1.1681	1.0808
0.411	10.6	848	1.3155	0.5402	1.3155	1.1470
0.411	10.625	850	1.2817	0.5332	1.2817	1.1321
0.411	10.65	852	1.0931	0.6011	1.0931	1.0455
0.411	10.675	854	0.9277	0.6332	0.9277	0.9632
0.411	10.7	856	0.8963	0.6367	0.8963	0.9468
0.411	10.725	858	0.9104	0.6417	0.9104	0.9542
0.411	10.75	860	1.0160	0.5920	1.0160	1.0080
0.411	10.775	862	1.2143	0.5679	1.2143	1.1020
0.411	10.8	864	1.3529	0.5248	1.3529	1.1631
0.411	10.825	866	1.3221	0.5246	1.3221	1.1498
0.411	10.85	868	1.1294	0.5673	1.1294	1.0627

Framework versions

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