ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k14_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: 0.8172
• Qwk: 0.4906
• Mse: 0.8172
• Rmse: 0.9040

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	0.025	2	4.2203	-0.0118	4.2203	2.0543
No log	0.05	4	2.0749	0.0551	2.0749	1.4405
No log	0.075	6	1.0530	0.0569	1.0530	1.0261
No log	0.1	8	0.7271	0.1275	0.7271	0.8527
No log	0.125	10	0.7686	0.0417	0.7686	0.8767
No log	0.15	12	0.7793	0.0828	0.7793	0.8828
No log	0.175	14	0.7704	0.1819	0.7704	0.8777
No log	0.2	16	0.7531	0.1819	0.7531	0.8678
No log	0.225	18	0.6979	0.1677	0.6979	0.8354
No log	0.25	20	0.6674	0.2466	0.6674	0.8169
No log	0.275	22	0.8468	0.0154	0.8468	0.9202
No log	0.3	24	0.9373	0.0041	0.9373	0.9681
No log	0.325	26	0.8017	0.0882	0.8017	0.8954
No log	0.35	28	0.6866	0.2445	0.6866	0.8286
No log	0.375	30	0.8282	0.1570	0.8282	0.9101
No log	0.4	32	0.8515	0.2568	0.8515	0.9228
No log	0.425	34	0.7129	0.2144	0.7129	0.8444
No log	0.45	36	0.6403	0.3159	0.6403	0.8002
No log	0.475	38	0.6370	0.3398	0.6370	0.7981
No log	0.5	40	0.7835	0.2899	0.7835	0.8852
No log	0.525	42	1.4399	0.1857	1.4399	1.2000
No log	0.55	44	1.8139	0.1668	1.8139	1.3468
No log	0.575	46	1.5553	0.1843	1.5553	1.2471
No log	0.6	48	1.1534	0.1602	1.1534	1.0740
No log	0.625	50	0.7655	0.3025	0.7655	0.8749
No log	0.65	52	0.6638	0.3071	0.6638	0.8147
No log	0.675	54	0.6488	0.4268	0.6488	0.8055
No log	0.7	56	0.7110	0.3752	0.7110	0.8432
No log	0.725	58	0.6839	0.3461	0.6839	0.8270
No log	0.75	60	0.6887	0.3213	0.6887	0.8299
No log	0.775	62	0.7362	0.3320	0.7362	0.8580
No log	0.8	64	0.7548	0.4171	0.7548	0.8688
No log	0.825	66	0.7676	0.3872	0.7676	0.8761
No log	0.85	68	1.0648	0.3172	1.0648	1.0319
No log	0.875	70	1.0318	0.3517	1.0318	1.0158
No log	0.9	72	0.7089	0.4623	0.7089	0.8420
No log	0.925	74	0.6260	0.4264	0.6260	0.7912
No log	0.95	76	0.6453	0.3627	0.6453	0.8033
No log	0.975	78	0.5786	0.3637	0.5786	0.7607
No log	1.0	80	0.5633	0.3924	0.5633	0.7505
No log	1.025	82	0.5984	0.4910	0.5984	0.7736
No log	1.05	84	0.6620	0.5006	0.6620	0.8136
No log	1.075	86	0.8617	0.4690	0.8617	0.9283
No log	1.1	88	0.8234	0.4567	0.8234	0.9074
No log	1.125	90	0.7523	0.4860	0.7523	0.8674
No log	1.15	92	0.7380	0.4626	0.7380	0.8591
No log	1.175	94	0.7184	0.4465	0.7184	0.8476
No log	1.2	96	0.7741	0.5006	0.7741	0.8798
No log	1.225	98	0.9414	0.4839	0.9414	0.9703
No log	1.25	100	0.9387	0.4710	0.9387	0.9689
No log	1.275	102	0.7462	0.4228	0.7462	0.8638
No log	1.3	104	0.7780	0.4392	0.7780	0.8820
No log	1.325	106	0.9222	0.4710	0.9222	0.9603
No log	1.35	108	0.9468	0.4509	0.9468	0.9730
No log	1.375	110	0.7609	0.4901	0.7609	0.8723
No log	1.4	112	0.6266	0.4711	0.6266	0.7916
No log	1.425	114	0.6023	0.4304	0.6023	0.7761
No log	1.45	116	0.6284	0.4520	0.6284	0.7927
No log	1.475	118	0.9314	0.4500	0.9314	0.9651
No log	1.5	120	1.2709	0.3940	1.2709	1.1273
No log	1.525	122	1.1997	0.4125	1.1997	1.0953
No log	1.55	124	0.8535	0.4963	0.8535	0.9239
No log	1.575	126	0.7775	0.4293	0.7775	0.8817
No log	1.6	128	0.7496	0.4606	0.7496	0.8658
No log	1.625	130	0.7708	0.4691	0.7708	0.8779
No log	1.65	132	0.7965	0.4782	0.7965	0.8925
No log	1.675	134	0.8766	0.4605	0.8766	0.9363
No log	1.7	136	0.9146	0.4748	0.9146	0.9563
No log	1.725	138	0.9024	0.4594	0.9024	0.9499
No log	1.75	140	0.9028	0.4663	0.9028	0.9502
No log	1.775	142	0.8033	0.4972	0.8033	0.8963
No log	1.8	144	0.7862	0.4867	0.7862	0.8867
No log	1.825	146	0.7219	0.4607	0.7219	0.8496
No log	1.85	148	0.6994	0.4632	0.6994	0.8363
No log	1.875	150	0.7396	0.4632	0.7396	0.8600
No log	1.9	152	0.8201	0.4189	0.8201	0.9056
No log	1.925	154	0.8506	0.4213	0.8506	0.9223
No log	1.95	156	0.8827	0.4216	0.8827	0.9395
No log	1.975	158	0.8563	0.3962	0.8563	0.9253
No log	2.0	160	0.7771	0.4181	0.7771	0.8815
No log	2.025	162	0.7147	0.4548	0.7147	0.8454
No log	2.05	164	0.7596	0.4396	0.7596	0.8715
No log	2.075	166	0.9130	0.4706	0.9130	0.9555
No log	2.1	168	0.8544	0.4717	0.8544	0.9244
No log	2.125	170	0.7414	0.4587	0.7414	0.8611
No log	2.15	172	0.7679	0.4478	0.7679	0.8763
No log	2.175	174	0.9220	0.4618	0.9220	0.9602
No log	2.2	176	0.9015	0.4741	0.9015	0.9495
No log	2.225	178	0.8365	0.4850	0.8365	0.9146
No log	2.25	180	0.8223	0.4861	0.8223	0.9068
No log	2.275	182	0.8083	0.5054	0.8083	0.8991
No log	2.3	184	0.7502	0.5134	0.7502	0.8661
No log	2.325	186	0.7836	0.5259	0.7836	0.8852
No log	2.35	188	0.8715	0.4662	0.8715	0.9336
No log	2.375	190	0.8743	0.4698	0.8743	0.9350
No log	2.4	192	0.8774	0.4835	0.8774	0.9367
No log	2.425	194	0.8634	0.4752	0.8634	0.9292
No log	2.45	196	0.8042	0.4847	0.8042	0.8967
No log	2.475	198	0.7900	0.4967	0.7900	0.8888
No log	2.5	200	0.7937	0.5156	0.7937	0.8909
No log	2.525	202	0.7750	0.5309	0.7750	0.8803
No log	2.55	204	0.8269	0.5127	0.8269	0.9093
No log	2.575	206	0.9322	0.4194	0.9322	0.9655
No log	2.6	208	0.8839	0.5012	0.8839	0.9402
No log	2.625	210	0.8595	0.4957	0.8595	0.9271
No log	2.65	212	0.9177	0.4789	0.9177	0.9580
No log	2.675	214	0.8789	0.4899	0.8789	0.9375
No log	2.7	216	0.8260	0.5328	0.8260	0.9089
No log	2.725	218	0.8687	0.4460	0.8687	0.9321
No log	2.75	220	0.8917	0.4356	0.8917	0.9443
No log	2.775	222	0.7980	0.4883	0.7980	0.8933
No log	2.8	224	0.7189	0.5310	0.7189	0.8479
No log	2.825	226	0.6886	0.5569	0.6886	0.8298
No log	2.85	228	0.6925	0.5662	0.6925	0.8322
No log	2.875	230	0.7360	0.5077	0.7360	0.8579
No log	2.9	232	0.7729	0.5151	0.7729	0.8791
No log	2.925	234	0.8000	0.4909	0.8000	0.8944
No log	2.95	236	0.8278	0.5051	0.8278	0.9098
No log	2.975	238	0.8247	0.5335	0.8247	0.9081
No log	3.0	240	0.8645	0.5005	0.8645	0.9298
No log	3.025	242	0.8654	0.4946	0.8654	0.9303
No log	3.05	244	0.8338	0.5198	0.8338	0.9131
No log	3.075	246	0.8025	0.5357	0.8025	0.8958
No log	3.1	248	0.7888	0.5345	0.7888	0.8881
No log	3.125	250	0.7803	0.5245	0.7803	0.8834
No log	3.15	252	0.8123	0.5149	0.8123	0.9013
No log	3.175	254	0.8593	0.4722	0.8593	0.9270
No log	3.2	256	0.8069	0.4885	0.8069	0.8983
No log	3.225	258	0.8101	0.4868	0.8101	0.9001
No log	3.25	260	0.8996	0.4575	0.8996	0.9485
No log	3.275	262	0.9129	0.4661	0.9129	0.9555
No log	3.3	264	0.9806	0.4393	0.9806	0.9902
No log	3.325	266	0.8556	0.4547	0.8556	0.9250
No log	3.35	268	0.7442	0.5141	0.7442	0.8627
No log	3.375	270	0.7589	0.5141	0.7589	0.8711
No log	3.4	272	0.8729	0.4694	0.8729	0.9343
No log	3.425	274	1.0156	0.4761	1.0156	1.0078
No log	3.45	276	1.1009	0.4537	1.1009	1.0492
No log	3.475	278	0.9832	0.4898	0.9832	0.9916
No log	3.5	280	0.8068	0.5149	0.8068	0.8982
No log	3.525	282	0.7569	0.5100	0.7569	0.8700
No log	3.55	284	0.7504	0.5213	0.7504	0.8663
No log	3.575	286	0.7442	0.5021	0.7442	0.8627
No log	3.6	288	0.7621	0.5377	0.7621	0.8730
No log	3.625	290	0.8480	0.4861	0.8480	0.9209
No log	3.65	292	0.8535	0.4868	0.8535	0.9239
No log	3.675	294	0.8262	0.5142	0.8262	0.9090
No log	3.7	296	0.8212	0.5317	0.8212	0.9062
No log	3.725	298	0.8940	0.4987	0.8940	0.9455
No log	3.75	300	1.0537	0.4308	1.0537	1.0265
No log	3.775	302	1.1402	0.4168	1.1402	1.0678
No log	3.8	304	1.0505	0.4250	1.0505	1.0250
No log	3.825	306	0.8767	0.4815	0.8767	0.9363
No log	3.85	308	0.7620	0.5120	0.7620	0.8729
No log	3.875	310	0.6973	0.4869	0.6973	0.8350
No log	3.9	312	0.6694	0.5091	0.6694	0.8182
No log	3.925	314	0.6529	0.5003	0.6529	0.8080
No log	3.95	316	0.7256	0.4887	0.7256	0.8518
No log	3.975	318	0.8280	0.4813	0.8280	0.9099
No log	4.0	320	0.8842	0.4477	0.8842	0.9403
No log	4.025	322	0.8362	0.4533	0.8362	0.9144
No log	4.05	324	0.7325	0.5428	0.7325	0.8559
No log	4.075	326	0.7321	0.4965	0.7321	0.8556
No log	4.1	328	0.7238	0.5223	0.7238	0.8508
No log	4.125	330	0.6964	0.5202	0.6964	0.8345
No log	4.15	332	0.6988	0.5181	0.6988	0.8359
No log	4.175	334	0.6734	0.5163	0.6734	0.8206
No log	4.2	336	0.6647	0.5082	0.6647	0.8153
No log	4.225	338	0.6495	0.5082	0.6495	0.8059
No log	4.25	340	0.6374	0.5451	0.6374	0.7984
No log	4.275	342	0.6514	0.5568	0.6514	0.8071
No log	4.3	344	0.6702	0.5038	0.6702	0.8186
No log	4.325	346	0.7158	0.5028	0.7158	0.8461
No log	4.35	348	0.7895	0.4914	0.7895	0.8885
No log	4.375	350	0.8786	0.4894	0.8786	0.9373
No log	4.4	352	0.9143	0.4911	0.9143	0.9562
No log	4.425	354	0.8898	0.5049	0.8898	0.9433
No log	4.45	356	0.8710	0.4971	0.8710	0.9333
No log	4.475	358	0.8714	0.5183	0.8714	0.9335
No log	4.5	360	0.8489	0.5087	0.8489	0.9214
No log	4.525	362	0.8121	0.5251	0.8121	0.9012
No log	4.55	364	0.7870	0.4701	0.7870	0.8872
No log	4.575	366	0.7948	0.5	0.7948	0.8915
No log	4.6	368	0.8186	0.4781	0.8186	0.9048
No log	4.625	370	0.7931	0.4836	0.7931	0.8905
No log	4.65	372	0.7814	0.4707	0.7814	0.8839
No log	4.675	374	0.7849	0.4719	0.7849	0.8860
No log	4.7	376	0.7544	0.4797	0.7544	0.8685
No log	4.725	378	0.7344	0.5382	0.7344	0.8570
No log	4.75	380	0.7169	0.5582	0.7169	0.8467
No log	4.775	382	0.6852	0.5903	0.6852	0.8277
No log	4.8	384	0.6627	0.5691	0.6627	0.8141
No log	4.825	386	0.6793	0.5366	0.6793	0.8242
No log	4.85	388	0.6704	0.5557	0.6704	0.8188
No log	4.875	390	0.6765	0.5525	0.6765	0.8225
No log	4.9	392	0.7844	0.5356	0.7844	0.8857
No log	4.925	394	0.9255	0.5146	0.9255	0.9620
No log	4.95	396	0.9541	0.5015	0.9541	0.9768
No log	4.975	398	0.8925	0.4743	0.8925	0.9447
No log	5.0	400	0.7755	0.5291	0.7755	0.8806
No log	5.025	402	0.7524	0.5255	0.7524	0.8674
No log	5.05	404	0.7831	0.5287	0.7831	0.8849
No log	5.075	406	0.8708	0.4678	0.8708	0.9331
No log	5.1	408	0.9784	0.4913	0.9784	0.9891
No log	5.125	410	1.0286	0.4879	1.0286	1.0142
No log	5.15	412	1.0166	0.4773	1.0166	1.0083
No log	5.175	414	0.9063	0.4808	0.9063	0.9520
No log	5.2	416	0.8077	0.4836	0.8077	0.8987
No log	5.225	418	0.8002	0.4995	0.8002	0.8946
No log	5.25	420	0.8821	0.4768	0.8821	0.9392
No log	5.275	422	0.9348	0.5049	0.9348	0.9668
No log	5.3	424	0.9416	0.4961	0.9416	0.9704
No log	5.325	426	0.9895	0.4936	0.9895	0.9947
No log	5.35	428	0.9602	0.5004	0.9602	0.9799
No log	5.375	430	0.8741	0.5122	0.8741	0.9350
No log	5.4	432	0.8041	0.4844	0.8041	0.8967
No log	5.425	434	0.8030	0.4724	0.8030	0.8961
No log	5.45	436	0.8276	0.4773	0.8276	0.9097
No log	5.475	438	0.8936	0.5	0.8936	0.9453
No log	5.5	440	0.9185	0.4880	0.9185	0.9584
No log	5.525	442	0.9050	0.4880	0.9050	0.9513
No log	5.55	444	0.8289	0.5027	0.8289	0.9105
No log	5.575	446	0.8136	0.4778	0.8136	0.9020
No log	5.6	448	0.8534	0.4767	0.8534	0.9238
No log	5.625	450	0.9332	0.4940	0.9332	0.9660
No log	5.65	452	0.9255	0.4824	0.9255	0.9620
No log	5.675	454	0.9235	0.4799	0.9235	0.9610
No log	5.7	456	0.8984	0.4816	0.8984	0.9478
No log	5.725	458	0.8626	0.4767	0.8626	0.9288
No log	5.75	460	0.7957	0.5279	0.7957	0.8920
No log	5.775	462	0.7311	0.5441	0.7311	0.8551
No log	5.8	464	0.7360	0.5441	0.7360	0.8579
No log	5.825	466	0.7469	0.5441	0.7469	0.8643
No log	5.85	468	0.7603	0.5267	0.7603	0.8720
No log	5.875	470	0.7922	0.5381	0.7922	0.8900
No log	5.9	472	0.8288	0.4832	0.8288	0.9104
No log	5.925	474	0.8609	0.4799	0.8609	0.9279
No log	5.95	476	0.9466	0.4708	0.9466	0.9729
No log	5.975	478	0.9592	0.4521	0.9592	0.9794
No log	6.0	480	0.9164	0.4655	0.9164	0.9573
No log	6.025	482	0.8441	0.5011	0.8441	0.9188
No log	6.05	484	0.8118	0.4841	0.8118	0.9010
No log	6.075	486	0.7699	0.5234	0.7699	0.8775
No log	6.1	488	0.7790	0.4924	0.7790	0.8826
No log	6.125	490	0.8002	0.4868	0.8002	0.8945
No log	6.15	492	0.7749	0.4886	0.7749	0.8803
No log	6.175	494	0.7151	0.5282	0.7151	0.8456
No log	6.2	496	0.6851	0.5535	0.6851	0.8277
No log	6.225	498	0.6777	0.5782	0.6777	0.8232
0.4507	6.25	500	0.6828	0.5705	0.6828	0.8263
0.4507	6.275	502	0.7132	0.5471	0.7132	0.8445
0.4507	6.3	504	0.8099	0.4632	0.8099	0.9000
0.4507	6.325	506	0.9038	0.4516	0.9038	0.9507
0.4507	6.35	508	0.9348	0.4727	0.9348	0.9669
0.4507	6.375	510	0.8630	0.4621	0.8630	0.9290
0.4507	6.4	512	0.7700	0.5160	0.7700	0.8775
0.4507	6.425	514	0.7139	0.5802	0.7139	0.8449
0.4507	6.45	516	0.7037	0.5462	0.7037	0.8389
0.4507	6.475	518	0.7008	0.5802	0.7008	0.8371
0.4507	6.5	520	0.7089	0.5683	0.7089	0.8420
0.4507	6.525	522	0.7079	0.5547	0.7079	0.8414
0.4507	6.55	524	0.7218	0.5240	0.7218	0.8496
0.4507	6.575	526	0.7553	0.4997	0.7553	0.8691
0.4507	6.6	528	0.8033	0.4633	0.8033	0.8962
0.4507	6.625	530	0.7986	0.4964	0.7986	0.8936
0.4507	6.65	532	0.7748	0.5172	0.7748	0.8802
0.4507	6.675	534	0.7713	0.5452	0.7713	0.8783
0.4507	6.7	536	0.8034	0.5077	0.8034	0.8963
0.4507	6.725	538	0.8512	0.4921	0.8512	0.9226
0.4507	6.75	540	0.8873	0.4849	0.8873	0.9420
0.4507	6.775	542	0.8950	0.4917	0.8950	0.9460
0.4507	6.8	544	0.8662	0.4646	0.8662	0.9307
0.4507	6.825	546	0.8397	0.4646	0.8397	0.9164
0.4507	6.85	548	0.8249	0.4589	0.8249	0.9082
0.4507	6.875	550	0.8218	0.4549	0.8218	0.9065
0.4507	6.9	552	0.8128	0.4770	0.8128	0.9016
0.4507	6.925	554	0.8407	0.4858	0.8407	0.9169
0.4507	6.95	556	0.8446	0.4942	0.8446	0.9190
0.4507	6.975	558	0.8323	0.4748	0.8323	0.9123
0.4507	7.0	560	0.8081	0.4881	0.8081	0.8990
0.4507	7.025	562	0.7981	0.4888	0.7981	0.8934
0.4507	7.05	564	0.8221	0.4595	0.8221	0.9067
0.4507	7.075	566	0.8087	0.4942	0.8087	0.8993
0.4507	7.1	568	0.8219	0.4942	0.8219	0.9066
0.4507	7.125	570	0.8149	0.4942	0.8149	0.9027
0.4507	7.15	572	0.8207	0.5046	0.8207	0.9059
0.4507	7.175	574	0.8703	0.4831	0.8703	0.9329
0.4507	7.2	576	0.8918	0.4773	0.8918	0.9443
0.4507	7.225	578	0.9162	0.4868	0.9162	0.9572
0.4507	7.25	580	0.8997	0.4883	0.8997	0.9485
0.4507	7.275	582	0.8556	0.4980	0.8556	0.9250
0.4507	7.3	584	0.8438	0.4995	0.8438	0.9186
0.4507	7.325	586	0.8596	0.4917	0.8596	0.9271
0.4507	7.35	588	0.8387	0.5002	0.8387	0.9158
0.4507	7.375	590	0.8174	0.5098	0.8174	0.9041
0.4507	7.4	592	0.8086	0.5148	0.8086	0.8992
0.4507	7.425	594	0.7980	0.5213	0.7980	0.8933
0.4507	7.45	596	0.7867	0.4981	0.7867	0.8869
0.4507	7.475	598	0.7996	0.5089	0.7996	0.8942
0.4507	7.5	600	0.8359	0.5045	0.8359	0.9143
0.4507	7.525	602	0.8587	0.4828	0.8587	0.9267
0.4507	7.55	604	0.8546	0.4877	0.8546	0.9245
0.4507	7.575	606	0.8508	0.4619	0.8508	0.9224
0.4507	7.6	608	0.8452	0.4808	0.8452	0.9193
0.4507	7.625	610	0.8122	0.4987	0.8122	0.9012
0.4507	7.65	612	0.8031	0.5061	0.8031	0.8962
0.4507	7.675	614	0.8022	0.5104	0.8022	0.8957
0.4507	7.7	616	0.7884	0.5113	0.7884	0.8879
0.4507	7.725	618	0.8007	0.4819	0.8007	0.8948
0.4507	7.75	620	0.7992	0.4819	0.7992	0.8940
0.4507	7.775	622	0.7833	0.4784	0.7833	0.8850
0.4507	7.8	624	0.7810	0.4941	0.7810	0.8837
0.4507	7.825	626	0.7962	0.4874	0.7962	0.8923
0.4507	7.85	628	0.8207	0.4957	0.8207	0.9059
0.4507	7.875	630	0.8318	0.4957	0.8318	0.9120
0.4507	7.9	632	0.8149	0.5199	0.8149	0.9027
0.4507	7.925	634	0.8071	0.5172	0.8071	0.8984
0.4507	7.95	636	0.8075	0.5172	0.8075	0.8986
0.4507	7.975	638	0.7956	0.5181	0.7956	0.8920
0.4507	8.0	640	0.7802	0.5187	0.7802	0.8833
0.4507	8.025	642	0.7751	0.5187	0.7751	0.8804
0.4507	8.05	644	0.7782	0.5187	0.7782	0.8821
0.4507	8.075	646	0.7977	0.5233	0.7977	0.8932
0.4507	8.1	648	0.8023	0.5167	0.8023	0.8957
0.4507	8.125	650	0.7920	0.5018	0.7920	0.8899
0.4507	8.15	652	0.7922	0.4941	0.7922	0.8901
0.4507	8.175	654	0.7761	0.5011	0.7761	0.8810
0.4507	8.2	656	0.7626	0.4956	0.7626	0.8733
0.4507	8.225	658	0.7372	0.5044	0.7372	0.8586
0.4507	8.25	660	0.7157	0.5293	0.7157	0.8460
0.4507	8.275	662	0.7022	0.5664	0.7022	0.8380
0.4507	8.3	664	0.6939	0.5770	0.6939	0.8330
0.4507	8.325	666	0.6997	0.5711	0.6997	0.8365
0.4507	8.35	668	0.7168	0.5607	0.7168	0.8466
0.4507	8.375	670	0.7473	0.5133	0.7473	0.8645
0.4507	8.4	672	0.7811	0.4885	0.7811	0.8838
0.4507	8.425	674	0.8236	0.5023	0.8236	0.9075
0.4507	8.45	676	0.8479	0.5084	0.8479	0.9208
0.4507	8.475	678	0.8456	0.5084	0.8456	0.9195
0.4507	8.5	680	0.8450	0.5086	0.8450	0.9192
0.4507	8.525	682	0.8362	0.5086	0.8362	0.9144
0.4507	8.55	684	0.8201	0.5280	0.8201	0.9056
0.4507	8.575	686	0.8208	0.5106	0.8208	0.9060
0.4507	8.6	688	0.8064	0.5025	0.8064	0.8980
0.4507	8.625	690	0.8074	0.4882	0.8074	0.8986
0.4507	8.65	692	0.8084	0.5131	0.8084	0.8991
0.4507	8.675	694	0.8081	0.5016	0.8081	0.8990
0.4507	8.7	696	0.8209	0.5122	0.8209	0.9060
0.4507	8.725	698	0.8487	0.5189	0.8487	0.9212
0.4507	8.75	700	0.8577	0.5189	0.8577	0.9261
0.4507	8.775	702	0.8532	0.5189	0.8532	0.9237
0.4507	8.8	704	0.8303	0.5101	0.8303	0.9112
0.4507	8.825	706	0.8066	0.4790	0.8066	0.8981
0.4507	8.85	708	0.7996	0.4790	0.7996	0.8942
0.4507	8.875	710	0.8062	0.4790	0.8062	0.8979
0.4507	8.9	712	0.8094	0.4970	0.8094	0.8996
0.4507	8.925	714	0.8119	0.4889	0.8119	0.9010
0.4507	8.95	716	0.8198	0.5046	0.8198	0.9054
0.4507	8.975	718	0.8339	0.4905	0.8339	0.9132
0.4507	9.0	720	0.8529	0.4821	0.8529	0.9235
0.4507	9.025	722	0.8713	0.4821	0.8713	0.9334
0.4507	9.05	724	0.8812	0.4694	0.8812	0.9387
0.4507	9.075	726	0.8764	0.4694	0.8764	0.9362
0.4507	9.1	728	0.8554	0.4765	0.8554	0.9249
0.4507	9.125	730	0.8473	0.4770	0.8473	0.9205
0.4507	9.15	732	0.8357	0.4905	0.8357	0.9142
0.4507	9.175	734	0.8190	0.5054	0.8190	0.9050
0.4507	9.2	736	0.8059	0.4937	0.8059	0.8977
0.4507	9.225	738	0.7933	0.5094	0.7933	0.8907
0.4507	9.25	740	0.7836	0.5094	0.7836	0.8852
0.4507	9.275	742	0.7760	0.4773	0.7760	0.8809
0.4507	9.3	744	0.7669	0.4864	0.7669	0.8757
0.4507	9.325	746	0.7589	0.5089	0.7589	0.8712
0.4507	9.35	748	0.7517	0.5183	0.7517	0.8670
0.4507	9.375	750	0.7420	0.5397	0.7420	0.8614
0.4507	9.4	752	0.7377	0.5413	0.7377	0.8589
0.4507	9.425	754	0.7315	0.5416	0.7315	0.8553
0.4507	9.45	756	0.7314	0.5416	0.7314	0.8552
0.4507	9.475	758	0.7381	0.5416	0.7381	0.8591
0.4507	9.5	760	0.7418	0.5416	0.7418	0.8613
0.4507	9.525	762	0.7469	0.5416	0.7469	0.8642
0.4507	9.55	764	0.7498	0.5334	0.7498	0.8659
0.4507	9.575	766	0.7537	0.5255	0.7537	0.8681
0.4507	9.6	768	0.7579	0.5251	0.7579	0.8706
0.4507	9.625	770	0.7628	0.5105	0.7628	0.8734
0.4507	9.65	772	0.7686	0.5159	0.7686	0.8767
0.4507	9.675	774	0.7771	0.5089	0.7771	0.8815
0.4507	9.7	776	0.7859	0.5089	0.7859	0.8865
0.4507	9.725	778	0.7945	0.4868	0.7945	0.8913
0.4507	9.75	780	0.8026	0.4923	0.8026	0.8959
0.4507	9.775	782	0.8100	0.4784	0.8100	0.9000
0.4507	9.8	784	0.8135	0.4906	0.8135	0.9020
0.4507	9.825	786	0.8164	0.4906	0.8164	0.9035
0.4507	9.85	788	0.8158	0.4906	0.8158	0.9032
0.4507	9.875	790	0.8165	0.4906	0.8165	0.9036
0.4507	9.9	792	0.8180	0.4906	0.8180	0.9044
0.4507	9.925	794	0.8183	0.4906	0.8183	0.9046
0.4507	9.95	796	0.8179	0.4906	0.8179	0.9044
0.4507	9.975	798	0.8173	0.4906	0.8173	0.9041
0.4507	10.0	800	0.8172	0.4906	0.8172	0.9040

Framework versions

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