ArabicNewSplits6_FineTuningAraBERTFreeze_run1_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: 0.8604
• Qwk: 0.6397
• Mse: 0.8604
• Rmse: 0.9276

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: 16
• eval_batch_size: 16
• 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	0.05	2	7.9912	-0.0468	7.9912	2.8269
No log	0.1	4	5.7141	-0.0585	5.7141	2.3904
No log	0.15	6	4.0568	0.0179	4.0568	2.0141
No log	0.2	8	3.0328	0.0739	3.0328	1.7415
No log	0.25	10	2.3047	0.0643	2.3047	1.5181
No log	0.3	12	1.8233	0.1568	1.8233	1.3503
No log	0.35	14	1.5097	0.2481	1.5097	1.2287
No log	0.4	16	1.2957	0.2827	1.2957	1.1383
No log	0.45	18	1.1573	0.4073	1.1573	1.0758
No log	0.5	20	1.0833	0.4264	1.0833	1.0408
No log	0.55	22	1.0340	0.4665	1.0340	1.0169
No log	0.6	24	1.0113	0.4994	1.0113	1.0057
No log	0.65	26	0.9740	0.5035	0.9740	0.9869
No log	0.7	28	0.9740	0.4691	0.9740	0.9869
No log	0.75	30	1.0166	0.4753	1.0166	1.0083
No log	0.8	32	1.0978	0.4160	1.0978	1.0478
No log	0.85	34	1.1222	0.4421	1.1222	1.0593
No log	0.9	36	1.1021	0.4355	1.1021	1.0498
No log	0.95	38	0.9956	0.4341	0.9956	0.9978
No log	1.0	40	0.8612	0.5627	0.8612	0.9280
No log	1.05	42	0.8888	0.4693	0.8888	0.9428
No log	1.1	44	1.0081	0.3879	1.0081	1.0040
No log	1.15	46	0.9848	0.4138	0.9848	0.9924
No log	1.2	48	0.8855	0.4798	0.8855	0.9410
No log	1.25	50	0.8843	0.5002	0.8843	0.9404
No log	1.3	52	0.9539	0.4727	0.9539	0.9767
No log	1.35	54	0.9476	0.4931	0.9476	0.9734
No log	1.4	56	0.8752	0.5042	0.8752	0.9355
No log	1.45	58	0.8263	0.5455	0.8263	0.9090
No log	1.5	60	0.8202	0.5546	0.8202	0.9056
No log	1.55	62	0.8178	0.5897	0.8178	0.9043
No log	1.6	64	0.8329	0.5485	0.8329	0.9127
No log	1.65	66	0.9642	0.5096	0.9642	0.9819
No log	1.7	68	1.0941	0.4340	1.0941	1.0460
No log	1.75	70	1.0769	0.4430	1.0769	1.0377
No log	1.8	72	1.0827	0.4454	1.0827	1.0405
No log	1.85	74	1.1050	0.4266	1.1050	1.0512
No log	1.9	76	1.0600	0.4558	1.0600	1.0296
No log	1.95	78	0.9462	0.5270	0.9462	0.9727
No log	2.0	80	0.8839	0.5432	0.8839	0.9402
No log	2.05	82	0.8476	0.5500	0.8476	0.9206
No log	2.1	84	0.8714	0.5424	0.8714	0.9335
No log	2.15	86	0.9189	0.5414	0.9189	0.9586
No log	2.2	88	0.9311	0.5290	0.9311	0.9649
No log	2.25	90	0.9070	0.5497	0.9070	0.9524
No log	2.3	92	0.9078	0.5496	0.9078	0.9528
No log	2.35	94	0.8995	0.5106	0.8995	0.9484
No log	2.4	96	0.9959	0.4754	0.9959	0.9980
No log	2.45	98	1.0542	0.4326	1.0542	1.0268
No log	2.5	100	1.0418	0.3905	1.0418	1.0207
No log	2.55	102	0.9132	0.4830	0.9132	0.9556
No log	2.6	104	0.7879	0.5266	0.7879	0.8876
No log	2.65	106	0.7741	0.5985	0.7741	0.8798
No log	2.7	108	0.7872	0.6240	0.7872	0.8873
No log	2.75	110	0.7727	0.6397	0.7727	0.8790
No log	2.8	112	0.7329	0.6551	0.7329	0.8561
No log	2.85	114	0.7253	0.6386	0.7253	0.8516
No log	2.9	116	0.7235	0.6642	0.7235	0.8506
No log	2.95	118	0.7102	0.6671	0.7102	0.8427
No log	3.0	120	0.7034	0.6727	0.7034	0.8387
No log	3.05	122	0.6974	0.6789	0.6974	0.8351
No log	3.1	124	0.7304	0.6660	0.7304	0.8547
No log	3.15	126	0.7221	0.6371	0.7221	0.8498
No log	3.2	128	0.7041	0.6456	0.7041	0.8391
No log	3.25	130	0.7469	0.5984	0.7469	0.8642
No log	3.3	132	0.7993	0.5606	0.7993	0.8940
No log	3.35	134	0.7650	0.5856	0.7650	0.8746
No log	3.4	136	0.7381	0.6274	0.7381	0.8591
No log	3.45	138	0.7445	0.6480	0.7445	0.8628
No log	3.5	140	0.7646	0.6422	0.7646	0.8744
No log	3.55	142	0.7416	0.6705	0.7416	0.8611
No log	3.6	144	0.7261	0.6830	0.7261	0.8521
No log	3.65	146	0.7328	0.6534	0.7328	0.8560
No log	3.7	148	0.7406	0.6458	0.7406	0.8606
No log	3.75	150	0.7222	0.6774	0.7222	0.8498
No log	3.8	152	0.6945	0.7142	0.6945	0.8333
No log	3.85	154	0.7146	0.6085	0.7146	0.8454
No log	3.9	156	0.7420	0.6280	0.7420	0.8614
No log	3.95	158	0.7213	0.6574	0.7213	0.8493
No log	4.0	160	0.6973	0.6911	0.6973	0.8351
No log	4.05	162	0.7318	0.6650	0.7318	0.8554
No log	4.1	164	0.8210	0.6380	0.8210	0.9061
No log	4.15	166	0.8316	0.6290	0.8316	0.9119
No log	4.2	168	0.7642	0.6683	0.7642	0.8742
No log	4.25	170	0.7118	0.6640	0.7118	0.8437
No log	4.3	172	0.7224	0.6849	0.7224	0.8499
No log	4.35	174	0.7239	0.6802	0.7239	0.8508
No log	4.4	176	0.7125	0.6625	0.7125	0.8441
No log	4.45	178	0.7145	0.6774	0.7145	0.8453
No log	4.5	180	0.7212	0.6639	0.7212	0.8493
No log	4.55	182	0.7337	0.6793	0.7337	0.8566
No log	4.6	184	0.7499	0.6744	0.7499	0.8659
No log	4.65	186	0.8158	0.5768	0.8158	0.9032
No log	4.7	188	1.0317	0.4676	1.0317	1.0157
No log	4.75	190	1.1205	0.4356	1.1205	1.0585
No log	4.8	192	0.9697	0.4714	0.9697	0.9847
No log	4.85	194	0.8020	0.6470	0.8020	0.8956
No log	4.9	196	0.7798	0.6665	0.7798	0.8830
No log	4.95	198	0.8173	0.6253	0.8173	0.9040
No log	5.0	200	0.7635	0.6605	0.7635	0.8738
No log	5.05	202	0.6921	0.7077	0.6921	0.8320
No log	5.1	204	0.6839	0.6936	0.6839	0.8270
No log	5.15	206	0.7103	0.6799	0.7103	0.8428
No log	5.2	208	0.6932	0.6894	0.6932	0.8326
No log	5.25	210	0.6746	0.7005	0.6746	0.8214
No log	5.3	212	0.6852	0.7056	0.6852	0.8278
No log	5.35	214	0.6848	0.7074	0.6848	0.8275
No log	5.4	216	0.6940	0.7054	0.6940	0.8331
No log	5.45	218	0.7125	0.6671	0.7125	0.8441
No log	5.5	220	0.7084	0.6686	0.7084	0.8417
No log	5.55	222	0.7231	0.6617	0.7231	0.8503
No log	5.6	224	0.7465	0.6461	0.7465	0.8640
No log	5.65	226	0.7678	0.6416	0.7678	0.8762
No log	5.7	228	0.7869	0.6469	0.7869	0.8871
No log	5.75	230	0.8022	0.6319	0.8022	0.8956
No log	5.8	232	0.8232	0.6370	0.8232	0.9073
No log	5.85	234	0.8382	0.5994	0.8382	0.9155
No log	5.9	236	0.8227	0.6036	0.8227	0.9070
No log	5.95	238	0.8046	0.6165	0.8046	0.8970
No log	6.0	240	0.7948	0.6437	0.7948	0.8915
No log	6.05	242	0.8213	0.5937	0.8213	0.9063
No log	6.1	244	0.8192	0.6321	0.8192	0.9051
No log	6.15	246	0.8114	0.6321	0.8114	0.9008
No log	6.2	248	0.7759	0.6722	0.7759	0.8809
No log	6.25	250	0.7337	0.6934	0.7337	0.8566
No log	6.3	252	0.7240	0.7113	0.7240	0.8509
No log	6.35	254	0.7286	0.7024	0.7286	0.8536
No log	6.4	256	0.8056	0.6246	0.8056	0.8976
No log	6.45	258	0.8751	0.6233	0.8751	0.9355
No log	6.5	260	0.8197	0.6274	0.8197	0.9054
No log	6.55	262	0.7404	0.7065	0.7404	0.8605
No log	6.6	264	0.7440	0.7164	0.7440	0.8626
No log	6.65	266	0.7458	0.7039	0.7458	0.8636
No log	6.7	268	0.7744	0.6709	0.7744	0.8800
No log	6.75	270	0.8167	0.6655	0.8167	0.9037
No log	6.8	272	0.8003	0.6598	0.8003	0.8946
No log	6.85	274	0.7725	0.7112	0.7725	0.8789
No log	6.9	276	0.8099	0.6782	0.8099	0.8999
No log	6.95	278	0.8173	0.6879	0.8173	0.9040
No log	7.0	280	0.7603	0.6974	0.7603	0.8720
No log	7.05	282	0.7736	0.6425	0.7736	0.8795
No log	7.1	284	0.8072	0.6385	0.8072	0.8984
No log	7.15	286	0.8006	0.6594	0.8006	0.8948
No log	7.2	288	0.7625	0.6441	0.7625	0.8732
No log	7.25	290	0.7405	0.6778	0.7405	0.8605
No log	7.3	292	0.7394	0.6609	0.7394	0.8599
No log	7.35	294	0.7492	0.6470	0.7492	0.8656
No log	7.4	296	0.7832	0.6292	0.7832	0.8850
No log	7.45	298	0.8461	0.6419	0.8461	0.9198
No log	7.5	300	0.9481	0.6048	0.9481	0.9737
No log	7.55	302	0.9339	0.6048	0.9339	0.9664
No log	7.6	304	0.8356	0.6321	0.8356	0.9141
No log	7.65	306	0.7988	0.6626	0.7988	0.8938
No log	7.7	308	0.8256	0.6707	0.8256	0.9086
No log	7.75	310	0.8064	0.6742	0.8064	0.8980
No log	7.8	312	0.8215	0.6273	0.8215	0.9063
No log	7.85	314	0.9274	0.5990	0.9274	0.9630
No log	7.9	316	0.9376	0.5973	0.9376	0.9683
No log	7.95	318	0.8547	0.6184	0.8547	0.9245
No log	8.0	320	0.7916	0.6646	0.7916	0.8897
No log	8.05	322	0.7880	0.6687	0.7880	0.8877
No log	8.1	324	0.7741	0.6690	0.7741	0.8798
No log	8.15	326	0.7868	0.6338	0.7868	0.8870
No log	8.2	328	0.8487	0.6110	0.8487	0.9213
No log	8.25	330	0.8514	0.5886	0.8514	0.9227
No log	8.3	332	0.7933	0.6390	0.7933	0.8907
No log	8.35	334	0.7676	0.6612	0.7676	0.8762
No log	8.4	336	0.7735	0.6649	0.7735	0.8795
No log	8.45	338	0.8107	0.6446	0.8107	0.9004
No log	8.5	340	0.8792	0.6103	0.8792	0.9377
No log	8.55	342	0.8654	0.6238	0.8654	0.9303
No log	8.6	344	0.7985	0.6446	0.7985	0.8936
No log	8.65	346	0.7708	0.6533	0.7708	0.8779
No log	8.7	348	0.8052	0.6393	0.8052	0.8973
No log	8.75	350	0.8012	0.6430	0.8012	0.8951
No log	8.8	352	0.7627	0.6602	0.7627	0.8733
No log	8.85	354	0.7532	0.6635	0.7532	0.8679
No log	8.9	356	0.7718	0.6666	0.7718	0.8785
No log	8.95	358	0.7677	0.6743	0.7677	0.8762
No log	9.0	360	0.7466	0.6726	0.7466	0.8641
No log	9.05	362	0.7740	0.7013	0.7740	0.8798
No log	9.1	364	0.7746	0.6913	0.7746	0.8801
No log	9.15	366	0.7536	0.6691	0.7536	0.8681
No log	9.2	368	0.7690	0.6647	0.7690	0.8769
No log	9.25	370	0.7692	0.6690	0.7692	0.8771
No log	9.3	372	0.7658	0.6690	0.7658	0.8751
No log	9.35	374	0.7529	0.6731	0.7529	0.8677
No log	9.4	376	0.7523	0.6854	0.7523	0.8673
No log	9.45	378	0.7695	0.6562	0.7695	0.8772
No log	9.5	380	0.8118	0.6352	0.8118	0.9010
No log	9.55	382	0.8814	0.6223	0.8814	0.9388
No log	9.6	384	0.8700	0.6250	0.8700	0.9327
No log	9.65	386	0.8247	0.6494	0.8247	0.9081
No log	9.7	388	0.8432	0.6464	0.8432	0.9182
No log	9.75	390	0.8461	0.6540	0.8461	0.9198
No log	9.8	392	0.8409	0.6540	0.8409	0.9170
No log	9.85	394	0.8708	0.6372	0.8708	0.9331
No log	9.9	396	0.9122	0.6244	0.9122	0.9551
No log	9.95	398	0.8880	0.6285	0.8880	0.9423
No log	10.0	400	0.8372	0.6577	0.8372	0.9150
No log	10.05	402	0.8359	0.6595	0.8359	0.9143
No log	10.1	404	0.8456	0.6636	0.8456	0.9196
No log	10.15	406	0.8892	0.6244	0.8892	0.9430
No log	10.2	408	0.9073	0.6167	0.9073	0.9525
No log	10.25	410	0.8549	0.6266	0.8549	0.9246
No log	10.3	412	0.8447	0.6201	0.8447	0.9191
No log	10.35	414	0.8690	0.6171	0.8690	0.9322
No log	10.4	416	0.8953	0.6080	0.8953	0.9462
No log	10.45	418	0.8615	0.6244	0.8615	0.9282
No log	10.5	420	0.8580	0.6238	0.8580	0.9263
No log	10.55	422	0.9000	0.6291	0.9000	0.9487
No log	10.6	424	0.9116	0.6220	0.9116	0.9548
No log	10.65	426	0.8483	0.6350	0.8483	0.9211
No log	10.7	428	0.8324	0.6329	0.8324	0.9123
No log	10.75	430	0.8565	0.6477	0.8565	0.9255
No log	10.8	432	0.8713	0.6477	0.8713	0.9335
No log	10.85	434	0.8947	0.6347	0.8947	0.9459
No log	10.9	436	0.8711	0.6477	0.8711	0.9333
No log	10.95	438	0.8349	0.6566	0.8349	0.9137
No log	11.0	440	0.8659	0.6484	0.8659	0.9305
No log	11.05	442	0.8715	0.6377	0.8715	0.9336
No log	11.1	444	0.8810	0.6419	0.8810	0.9386
No log	11.15	446	0.8783	0.6461	0.8783	0.9372
No log	11.2	448	0.8577	0.6392	0.8577	0.9261
No log	11.25	450	0.8918	0.6441	0.8918	0.9443
No log	11.3	452	0.9074	0.6244	0.9074	0.9526
No log	11.35	454	0.8792	0.6441	0.8792	0.9377
No log	11.4	456	0.9146	0.6234	0.9146	0.9564
No log	11.45	458	0.9455	0.5975	0.9455	0.9724
No log	11.5	460	0.8884	0.6024	0.8884	0.9426
No log	11.55	462	0.8066	0.6750	0.8066	0.8981
No log	11.6	464	0.7788	0.6909	0.7788	0.8825
No log	11.65	466	0.7762	0.6854	0.7762	0.8810
No log	11.7	468	0.7934	0.6957	0.7934	0.8907
No log	11.75	470	0.8426	0.6492	0.8426	0.9179
No log	11.8	472	0.8758	0.6212	0.8758	0.9358
No log	11.85	474	0.8476	0.6578	0.8476	0.9207
No log	11.9	476	0.8151	0.6743	0.8151	0.9028
No log	11.95	478	0.8194	0.6586	0.8194	0.9052
No log	12.0	480	0.8395	0.6328	0.8395	0.9162
No log	12.05	482	0.8512	0.6464	0.8512	0.9226
No log	12.1	484	0.8280	0.6393	0.8280	0.9100
No log	12.15	486	0.8219	0.6394	0.8219	0.9066
No log	12.2	488	0.8863	0.6362	0.8863	0.9415
No log	12.25	490	0.9289	0.6122	0.9289	0.9638
No log	12.3	492	0.9469	0.6010	0.9469	0.9731
No log	12.35	494	0.8783	0.6107	0.8783	0.9372
No log	12.4	496	0.8373	0.6610	0.8373	0.9150
No log	12.45	498	0.8428	0.6434	0.8428	0.9181
0.5782	12.5	500	0.8845	0.6444	0.8845	0.9405
0.5782	12.55	502	0.8828	0.6289	0.8828	0.9396
0.5782	12.6	504	0.8444	0.6184	0.8444	0.9189
0.5782	12.65	506	0.7765	0.7065	0.7765	0.8812
0.5782	12.7	508	0.7476	0.7024	0.7476	0.8647
0.5782	12.75	510	0.7484	0.6923	0.7484	0.8651
0.5782	12.8	512	0.7539	0.7124	0.7539	0.8683
0.5782	12.85	514	0.7998	0.6647	0.7998	0.8943
0.5782	12.9	516	0.8258	0.6436	0.8258	0.9087
0.5782	12.95	518	0.8510	0.6267	0.8510	0.9225
0.5782	13.0	520	0.8364	0.6441	0.8364	0.9146
0.5782	13.05	522	0.8327	0.6638	0.8327	0.9125
0.5782	13.1	524	0.8175	0.6609	0.8175	0.9041
0.5782	13.15	526	0.8102	0.6877	0.8102	0.9001
0.5782	13.2	528	0.8443	0.6543	0.8443	0.9189
0.5782	13.25	530	0.9643	0.5877	0.9643	0.9820
0.5782	13.3	532	1.0268	0.5674	1.0268	1.0133
0.5782	13.35	534	0.9774	0.6080	0.9774	0.9886
0.5782	13.4	536	0.8689	0.6355	0.8689	0.9322
0.5782	13.45	538	0.8344	0.6558	0.8344	0.9135
0.5782	13.5	540	0.8272	0.6756	0.8272	0.9095
0.5782	13.55	542	0.8402	0.6594	0.8402	0.9166
0.5782	13.6	544	0.9004	0.6220	0.9004	0.9489
0.5782	13.65	546	0.8929	0.6381	0.8929	0.9449
0.5782	13.7	548	0.8602	0.6375	0.8602	0.9275
0.5782	13.75	550	0.7823	0.6820	0.7823	0.8845
0.5782	13.8	552	0.7595	0.7007	0.7595	0.8715
0.5782	13.85	554	0.7619	0.7057	0.7619	0.8728
0.5782	13.9	556	0.7918	0.6785	0.7918	0.8899
0.5782	13.95	558	0.8535	0.6454	0.8535	0.9239
0.5782	14.0	560	0.8686	0.6332	0.8686	0.9320
0.5782	14.05	562	0.8273	0.6464	0.8273	0.9096
0.5782	14.1	564	0.7646	0.7139	0.7646	0.8744
0.5782	14.15	566	0.7401	0.7094	0.7401	0.8603
0.5782	14.2	568	0.7284	0.7094	0.7284	0.8535
0.5782	14.25	570	0.7424	0.7251	0.7424	0.8616
0.5782	14.3	572	0.8010	0.6546	0.8010	0.8950
0.5782	14.35	574	0.8617	0.6418	0.8617	0.9283
0.5782	14.4	576	0.8606	0.6418	0.8606	0.9277
0.5782	14.45	578	0.7960	0.6589	0.7960	0.8922
0.5782	14.5	580	0.7454	0.7407	0.7454	0.8633
0.5782	14.55	582	0.7507	0.7287	0.7507	0.8664
0.5782	14.6	584	0.7974	0.6710	0.7974	0.8930
0.5782	14.65	586	0.8421	0.6477	0.8421	0.9176
0.5782	14.7	588	0.8781	0.6276	0.8781	0.9371
0.5782	14.75	590	0.8985	0.6263	0.8985	0.9479
0.5782	14.8	592	0.9151	0.6210	0.9151	0.9566
0.5782	14.85	594	0.8841	0.6493	0.8841	0.9403
0.5782	14.9	596	0.8319	0.6706	0.8319	0.9121
0.5782	14.95	598	0.8390	0.6706	0.8390	0.9160
0.5782	15.0	600	0.8907	0.6493	0.8907	0.9438
0.5782	15.05	602	0.9229	0.6223	0.9229	0.9607
0.5782	15.1	604	0.8898	0.6249	0.8898	0.9433
0.5782	15.15	606	0.8107	0.6590	0.8107	0.9004
0.5782	15.2	608	0.7676	0.6824	0.7676	0.8761
0.5782	15.25	610	0.7585	0.7009	0.7585	0.8709
0.5782	15.3	612	0.7557	0.7009	0.7557	0.8693
0.5782	15.35	614	0.7372	0.7179	0.7372	0.8586
0.5782	15.4	616	0.7363	0.6813	0.7363	0.8581
0.5782	15.45	618	0.7395	0.6878	0.7395	0.8599
0.5782	15.5	620	0.7692	0.7078	0.7692	0.8770
0.5782	15.55	622	0.8241	0.6398	0.8241	0.9078
0.5782	15.6	624	0.8482	0.6489	0.8482	0.9210
0.5782	15.65	626	0.8190	0.6792	0.8190	0.9050
0.5782	15.7	628	0.7924	0.6664	0.7924	0.8902
0.5782	15.75	630	0.7899	0.7026	0.7899	0.8887
0.5782	15.8	632	0.7946	0.6768	0.7946	0.8914
0.5782	15.85	634	0.8219	0.6894	0.8219	0.9066
0.5782	15.9	636	0.8672	0.6542	0.8672	0.9313
0.5782	15.95	638	0.9201	0.6230	0.9201	0.9592
0.5782	16.0	640	0.9588	0.6119	0.9588	0.9792
0.5782	16.05	642	0.9084	0.6513	0.9084	0.9531
0.5782	16.1	644	0.8497	0.6432	0.8497	0.9218
0.5782	16.15	646	0.7966	0.6578	0.7966	0.8925
0.5782	16.2	648	0.7764	0.6951	0.7764	0.8811
0.5782	16.25	650	0.7908	0.6676	0.7908	0.8892
0.5782	16.3	652	0.8495	0.6532	0.8495	0.9217
0.5782	16.35	654	0.9622	0.6237	0.9622	0.9809
0.5782	16.4	656	1.0066	0.6004	1.0066	1.0033
0.5782	16.45	658	0.9580	0.6199	0.9580	0.9788
0.5782	16.5	660	0.8638	0.6390	0.8638	0.9294
0.5782	16.55	662	0.8319	0.6613	0.8319	0.9121
0.5782	16.6	664	0.8591	0.6405	0.8591	0.9269
0.5782	16.65	666	0.8875	0.6273	0.8875	0.9421
0.5782	16.7	668	0.9423	0.6140	0.9423	0.9707
0.5782	16.75	670	0.9244	0.6117	0.9244	0.9614
0.5782	16.8	672	0.8631	0.6641	0.8631	0.9290
0.5782	16.85	674	0.8253	0.6673	0.8253	0.9084
0.5782	16.9	676	0.8274	0.6595	0.8274	0.9096
0.5782	16.95	678	0.8469	0.6758	0.8469	0.9203
0.5782	17.0	680	0.8929	0.6557	0.8929	0.9449
0.5782	17.05	682	0.9005	0.6278	0.9005	0.9489
0.5782	17.1	684	0.8498	0.6641	0.8498	0.9219
0.5782	17.15	686	0.8178	0.6673	0.8178	0.9043
0.5782	17.2	688	0.7924	0.6827	0.7924	0.8901
0.5782	17.25	690	0.7762	0.6827	0.7762	0.8810
0.5782	17.3	692	0.8037	0.6751	0.8037	0.8965
0.5782	17.35	694	0.8432	0.6406	0.8432	0.9183
0.5782	17.4	696	0.8435	0.6528	0.8435	0.9184
0.5782	17.45	698	0.7885	0.6741	0.7885	0.8880
0.5782	17.5	700	0.7587	0.6788	0.7587	0.8710
0.5782	17.55	702	0.7666	0.6821	0.7666	0.8756
0.5782	17.6	704	0.7843	0.6845	0.7843	0.8856
0.5782	17.65	706	0.8755	0.6293	0.8755	0.9357
0.5782	17.7	708	0.9548	0.6271	0.9548	0.9771
0.5782	17.75	710	0.9347	0.6340	0.9347	0.9668
0.5782	17.8	712	0.8517	0.6562	0.8517	0.9229
0.5782	17.85	714	0.8115	0.6749	0.8115	0.9008
0.5782	17.9	716	0.7952	0.6833	0.7952	0.8917
0.5782	17.95	718	0.8023	0.6639	0.8023	0.8957
0.5782	18.0	720	0.8503	0.6631	0.8503	0.9221
0.5782	18.05	722	0.8799	0.6454	0.8799	0.9380
0.5782	18.1	724	0.8484	0.6589	0.8484	0.9211
0.5782	18.15	726	0.8185	0.6741	0.8185	0.9047
0.5782	18.2	728	0.8092	0.6758	0.8092	0.8996
0.5782	18.25	730	0.8147	0.6760	0.8147	0.9026
0.5782	18.3	732	0.8668	0.6354	0.8668	0.9310
0.5782	18.35	734	0.8852	0.5991	0.8852	0.9409
0.5782	18.4	736	0.8433	0.6354	0.8433	0.9183
0.5782	18.45	738	0.7841	0.6583	0.7841	0.8855
0.5782	18.5	740	0.7425	0.7203	0.7425	0.8617
0.5782	18.55	742	0.7398	0.7248	0.7398	0.8601
0.5782	18.6	744	0.7701	0.7018	0.7701	0.8776
0.5782	18.65	746	0.8783	0.6326	0.8783	0.9372
0.5782	18.7	748	0.9975	0.6107	0.9975	0.9988
0.5782	18.75	750	1.0214	0.6004	1.0214	1.0106
0.5782	18.8	752	0.9477	0.6204	0.9477	0.9735
0.5782	18.85	754	0.8604	0.6397	0.8604	0.9276

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1