ArabicNewSplits6_FineTuningAraBERTFreeze_run3_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: 0.8867
• Qwk: 0.5865
• Mse: 0.8867
• Rmse: 0.9416

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	7.9085	-0.0509	7.9085	2.8122
No log	0.1	4	5.6153	-0.0349	5.6153	2.3697
No log	0.15	6	3.9896	0.0219	3.9896	1.9974
No log	0.2	8	2.9795	0.0925	2.9795	1.7261
No log	0.25	10	2.1994	0.1482	2.1994	1.4830
No log	0.3	12	1.7015	0.1567	1.7015	1.3044
No log	0.35	14	1.4112	0.2422	1.4112	1.1879
No log	0.4	16	1.2381	0.3399	1.2381	1.1127
No log	0.45	18	1.2027	0.3384	1.2027	1.0967
No log	0.5	20	1.1915	0.3410	1.1915	1.0916
No log	0.55	22	1.0994	0.4477	1.0994	1.0485
No log	0.6	24	1.0210	0.5287	1.0210	1.0105
No log	0.65	26	0.9855	0.5012	0.9855	0.9927
No log	0.7	28	0.9716	0.5141	0.9716	0.9857
No log	0.75	30	0.9572	0.4979	0.9572	0.9784
No log	0.8	32	0.9354	0.4707	0.9354	0.9672
No log	0.85	34	0.9212	0.4379	0.9212	0.9598
No log	0.9	36	0.9076	0.4639	0.9076	0.9527
No log	0.95	38	0.9093	0.5180	0.9093	0.9536
No log	1.0	40	0.9173	0.5083	0.9173	0.9577
No log	1.05	42	0.9577	0.4733	0.9577	0.9786
No log	1.1	44	0.9467	0.4790	0.9467	0.9730
No log	1.15	46	0.9191	0.52	0.9191	0.9587
No log	1.2	48	0.9081	0.5252	0.9081	0.9529
No log	1.25	50	0.9314	0.5446	0.9314	0.9651
No log	1.3	52	0.9205	0.5769	0.9205	0.9594
No log	1.35	54	0.9184	0.5625	0.9184	0.9584
No log	1.4	56	0.9306	0.5395	0.9306	0.9647
No log	1.45	58	0.8800	0.5690	0.8800	0.9381
No log	1.5	60	0.8905	0.5857	0.8905	0.9436
No log	1.55	62	0.9394	0.5455	0.9394	0.9692
No log	1.6	64	1.0538	0.4981	1.0538	1.0266
No log	1.65	66	1.3734	0.4051	1.3734	1.1719
No log	1.7	68	1.5079	0.3888	1.5079	1.2280
No log	1.75	70	1.3813	0.4173	1.3813	1.1753
No log	1.8	72	1.1564	0.4612	1.1564	1.0754
No log	1.85	74	0.9185	0.5783	0.9185	0.9584
No log	1.9	76	0.7754	0.6182	0.7754	0.8806
No log	1.95	78	0.7622	0.5861	0.7622	0.8730
No log	2.0	80	0.7590	0.5872	0.7590	0.8712
No log	2.05	82	0.8085	0.6141	0.8085	0.8992
No log	2.1	84	0.8784	0.5667	0.8784	0.9372
No log	2.15	86	0.9080	0.5776	0.9080	0.9529
No log	2.2	88	0.8756	0.5637	0.8756	0.9357
No log	2.25	90	0.8417	0.5614	0.8417	0.9174
No log	2.3	92	0.8436	0.5153	0.8436	0.9185
No log	2.35	94	0.9186	0.4671	0.9186	0.9584
No log	2.4	96	0.9000	0.4764	0.9000	0.9487
No log	2.45	98	0.8084	0.5493	0.8084	0.8991
No log	2.5	100	0.8119	0.6028	0.8119	0.9011
No log	2.55	102	0.8746	0.6081	0.8746	0.9352
No log	2.6	104	0.9026	0.5732	0.9026	0.9500
No log	2.65	106	0.8361	0.6087	0.8361	0.9144
No log	2.7	108	0.8121	0.6393	0.8121	0.9012
No log	2.75	110	0.8104	0.6012	0.8104	0.9002
No log	2.8	112	0.8377	0.6002	0.8377	0.9153
No log	2.85	114	0.8252	0.6057	0.8252	0.9084
No log	2.9	116	0.8671	0.5901	0.8671	0.9312
No log	2.95	118	0.8567	0.6124	0.8567	0.9256
No log	3.0	120	0.8075	0.6077	0.8075	0.8986
No log	3.05	122	0.8083	0.5935	0.8083	0.8991
No log	3.1	124	0.7871	0.6092	0.7871	0.8872
No log	3.15	126	0.8070	0.6345	0.8070	0.8983
No log	3.2	128	0.8265	0.6429	0.8265	0.9091
No log	3.25	130	0.8297	0.6429	0.8297	0.9109
No log	3.3	132	0.7931	0.6564	0.7931	0.8905
No log	3.35	134	0.7735	0.6721	0.7735	0.8795
No log	3.4	136	0.7581	0.6351	0.7581	0.8707
No log	3.45	138	0.7750	0.6278	0.7750	0.8803
No log	3.5	140	0.7886	0.6414	0.7886	0.8881
No log	3.55	142	0.8016	0.6300	0.8016	0.8953
No log	3.6	144	0.8538	0.5583	0.8538	0.9240
No log	3.65	146	0.9063	0.5615	0.9063	0.9520
No log	3.7	148	0.8856	0.5738	0.8856	0.9410
No log	3.75	150	0.8272	0.6008	0.8272	0.9095
No log	3.8	152	0.7720	0.6225	0.7720	0.8787
No log	3.85	154	0.7752	0.6491	0.7752	0.8804
No log	3.9	156	0.7903	0.6730	0.7903	0.8890
No log	3.95	158	0.7758	0.6595	0.7758	0.8808
No log	4.0	160	0.7760	0.6181	0.7760	0.8809
No log	4.05	162	0.7769	0.6447	0.7769	0.8814
No log	4.1	164	0.7891	0.6548	0.7891	0.8883
No log	4.15	166	0.7904	0.6626	0.7904	0.8890
No log	4.2	168	0.8217	0.6766	0.8217	0.9065
No log	4.25	170	0.8693	0.6453	0.8693	0.9324
No log	4.3	172	0.8531	0.6697	0.8531	0.9236
No log	4.35	174	0.8344	0.6786	0.8344	0.9134
No log	4.4	176	0.8273	0.6484	0.8273	0.9096
No log	4.45	178	0.8335	0.6292	0.8335	0.9129
No log	4.5	180	0.8505	0.6256	0.8505	0.9222
No log	4.55	182	0.8826	0.6085	0.8826	0.9395
No log	4.6	184	0.8968	0.6074	0.8968	0.9470
No log	4.65	186	0.8811	0.6400	0.8811	0.9386
No log	4.7	188	0.8575	0.6179	0.8575	0.9260
No log	4.75	190	0.8613	0.6141	0.8613	0.9281
No log	4.8	192	0.9166	0.6145	0.9166	0.9574
No log	4.85	194	1.0203	0.5375	1.0203	1.0101
No log	4.9	196	0.9484	0.5578	0.9484	0.9739
No log	4.95	198	0.8376	0.6581	0.8376	0.9152
No log	5.0	200	0.8359	0.6043	0.8359	0.9143
No log	5.05	202	0.8463	0.5996	0.8463	0.9199
No log	5.1	204	0.8648	0.5977	0.8648	0.9299
No log	5.15	206	0.8940	0.5473	0.8940	0.9455
No log	5.2	208	0.8639	0.5985	0.8639	0.9294
No log	5.25	210	0.9070	0.6281	0.9070	0.9524
No log	5.3	212	0.9630	0.5933	0.9630	0.9813
No log	5.35	214	0.9040	0.6308	0.9040	0.9508
No log	5.4	216	0.8787	0.5616	0.8787	0.9374
No log	5.45	218	1.0288	0.4954	1.0288	1.0143
No log	5.5	220	1.1313	0.3904	1.1313	1.0636
No log	5.55	222	1.0033	0.4960	1.0033	1.0016
No log	5.6	224	0.8212	0.6143	0.8212	0.9062
No log	5.65	226	0.7988	0.6756	0.7988	0.8938
No log	5.7	228	0.8200	0.6655	0.8200	0.9055
No log	5.75	230	0.7817	0.6940	0.7817	0.8841
No log	5.8	232	0.7790	0.6266	0.7790	0.8826
No log	5.85	234	0.8571	0.5358	0.8571	0.9258
No log	5.9	236	0.9345	0.5024	0.9345	0.9667
No log	5.95	238	0.8801	0.5689	0.8801	0.9381
No log	6.0	240	0.8565	0.5785	0.8565	0.9255
No log	6.05	242	0.8474	0.5831	0.8474	0.9205
No log	6.1	244	0.8243	0.6292	0.8243	0.9079
No log	6.15	246	0.7643	0.6769	0.7643	0.8742
No log	6.2	248	0.7593	0.6828	0.7593	0.8714
No log	6.25	250	0.7969	0.6172	0.7969	0.8927
No log	6.3	252	0.9525	0.5299	0.9525	0.9759
No log	6.35	254	1.0320	0.5176	1.0320	1.0159
No log	6.4	256	0.9367	0.5384	0.9367	0.9678
No log	6.45	258	0.7904	0.6405	0.7904	0.8891
No log	6.5	260	0.7839	0.6746	0.7839	0.8854
No log	6.55	262	0.8086	0.6528	0.8086	0.8992
No log	6.6	264	0.7731	0.6711	0.7731	0.8792
No log	6.65	266	0.7666	0.6714	0.7666	0.8756
No log	6.7	268	0.8687	0.5160	0.8687	0.9321
No log	6.75	270	0.8727	0.5510	0.8727	0.9342
No log	6.8	272	0.7963	0.6361	0.7963	0.8924
No log	6.85	274	0.7821	0.6924	0.7821	0.8844
No log	6.9	276	0.8095	0.6875	0.8095	0.8997
No log	6.95	278	0.8018	0.6856	0.8018	0.8954
No log	7.0	280	0.7953	0.6703	0.7953	0.8918
No log	7.05	282	0.7854	0.6626	0.7854	0.8862
No log	7.1	284	0.7884	0.64	0.7884	0.8879
No log	7.15	286	0.7947	0.64	0.7947	0.8914
No log	7.2	288	0.8040	0.6467	0.8040	0.8967
No log	7.25	290	0.8233	0.6429	0.8233	0.9074
No log	7.3	292	0.8014	0.6384	0.8014	0.8952
No log	7.35	294	0.7905	0.6638	0.7905	0.8891
No log	7.4	296	0.7899	0.6762	0.7899	0.8888
No log	7.45	298	0.7959	0.6292	0.7959	0.8921
No log	7.5	300	0.8785	0.5285	0.8785	0.9373
No log	7.55	302	0.8734	0.5634	0.8734	0.9346
No log	7.6	304	0.8872	0.5689	0.8872	0.9419
No log	7.65	306	0.8991	0.5603	0.8991	0.9482
No log	7.7	308	0.8637	0.5845	0.8637	0.9294
No log	7.75	310	0.8527	0.6242	0.8527	0.9234
No log	7.8	312	0.9017	0.5867	0.9017	0.9496
No log	7.85	314	0.9876	0.5661	0.9876	0.9938
No log	7.9	316	0.9933	0.5671	0.9933	0.9967
No log	7.95	318	0.9162	0.6178	0.9162	0.9572
No log	8.0	320	0.9115	0.6187	0.9115	0.9547
No log	8.05	322	0.9112	0.6142	0.9112	0.9546
No log	8.1	324	0.9396	0.5778	0.9396	0.9693
No log	8.15	326	0.9795	0.5713	0.9795	0.9897
No log	8.2	328	0.9712	0.5676	0.9712	0.9855
No log	8.25	330	0.9276	0.5617	0.9276	0.9631
No log	8.3	332	0.9308	0.5540	0.9308	0.9648
No log	8.35	334	0.9262	0.5578	0.9262	0.9624
No log	8.4	336	0.9091	0.5687	0.9091	0.9534
No log	8.45	338	0.9138	0.5763	0.9138	0.9559
No log	8.5	340	0.9501	0.5770	0.9501	0.9747
No log	8.55	342	0.9810	0.5726	0.9810	0.9904
No log	8.6	344	0.9219	0.5870	0.9219	0.9602
No log	8.65	346	0.8603	0.6077	0.8603	0.9275
No log	8.7	348	0.8769	0.5889	0.8769	0.9364
No log	8.75	350	0.8849	0.5913	0.8849	0.9407
No log	8.8	352	0.9041	0.5821	0.9041	0.9508
No log	8.85	354	0.9323	0.5871	0.9323	0.9656
No log	8.9	356	0.9262	0.5793	0.9262	0.9624
No log	8.95	358	0.9207	0.5782	0.9207	0.9595
No log	9.0	360	0.9380	0.5784	0.9380	0.9685
No log	9.05	362	0.8906	0.5647	0.8906	0.9437
No log	9.1	364	0.8293	0.6281	0.8293	0.9106
No log	9.15	366	0.7820	0.6393	0.7820	0.8843
No log	9.2	368	0.7899	0.6281	0.7899	0.8887
No log	9.25	370	0.8496	0.5867	0.8496	0.9218
No log	9.3	372	0.8687	0.5794	0.8687	0.9320
No log	9.35	374	0.8003	0.6304	0.8003	0.8946
No log	9.4	376	0.7879	0.6650	0.7879	0.8877
No log	9.45	378	0.8111	0.6517	0.8111	0.9006
No log	9.5	380	0.8237	0.6276	0.8237	0.9076
No log	9.55	382	0.8636	0.6510	0.8636	0.9293
No log	9.6	384	0.8904	0.6290	0.8904	0.9436
No log	9.65	386	0.8741	0.6088	0.8741	0.9350
No log	9.7	388	0.8853	0.6132	0.8853	0.9409
No log	9.75	390	0.9070	0.6171	0.9070	0.9523
No log	9.8	392	0.9938	0.5729	0.9938	0.9969
No log	9.85	394	1.0098	0.5548	1.0098	1.0049
No log	9.9	396	0.9435	0.5757	0.9435	0.9714
No log	9.95	398	0.8713	0.5863	0.8713	0.9334
No log	10.0	400	0.8773	0.5874	0.8773	0.9366
No log	10.05	402	0.8522	0.6091	0.8522	0.9232
No log	10.1	404	0.8845	0.5838	0.8845	0.9405
No log	10.15	406	0.9462	0.5916	0.9462	0.9727
No log	10.2	408	0.9073	0.5900	0.9073	0.9525
No log	10.25	410	0.8271	0.6191	0.8271	0.9094
No log	10.3	412	0.8126	0.6156	0.8126	0.9014
No log	10.35	414	0.8321	0.6075	0.8321	0.9122
No log	10.4	416	0.8681	0.6129	0.8681	0.9317
No log	10.45	418	0.9255	0.5932	0.9255	0.9620
No log	10.5	420	0.9152	0.5944	0.9152	0.9567
No log	10.55	422	0.9128	0.6102	0.9128	0.9554
No log	10.6	424	0.9264	0.5944	0.9264	0.9625
No log	10.65	426	0.8930	0.6175	0.8930	0.9450
No log	10.7	428	0.9137	0.6015	0.9137	0.9559
No log	10.75	430	0.9444	0.6099	0.9444	0.9718
No log	10.8	432	0.8884	0.6111	0.8884	0.9426
No log	10.85	434	0.8681	0.6054	0.8681	0.9317
No log	10.9	436	0.8563	0.6148	0.8563	0.9253
No log	10.95	438	0.8653	0.6218	0.8653	0.9302
No log	11.0	440	0.8593	0.6246	0.8593	0.9270
No log	11.05	442	0.8656	0.6269	0.8656	0.9304
No log	11.1	444	0.8901	0.5940	0.8901	0.9435
No log	11.15	446	0.8873	0.6072	0.8873	0.9419
No log	11.2	448	0.9043	0.5995	0.9043	0.9509
No log	11.25	450	0.9207	0.5804	0.9207	0.9595
No log	11.3	452	0.9697	0.5826	0.9697	0.9848
No log	11.35	454	0.9648	0.5826	0.9648	0.9822
No log	11.4	456	0.9250	0.5904	0.9250	0.9618
No log	11.45	458	0.9282	0.5905	0.9282	0.9634
No log	11.5	460	0.8780	0.5885	0.8780	0.9370
No log	11.55	462	0.8676	0.6011	0.8676	0.9314
No log	11.6	464	0.9076	0.5946	0.9076	0.9527
No log	11.65	466	0.9413	0.5905	0.9413	0.9702
No log	11.7	468	0.9764	0.5976	0.9764	0.9881
No log	11.75	470	0.9552	0.5982	0.9552	0.9773
No log	11.8	472	0.9217	0.6013	0.9217	0.9600
No log	11.85	474	0.9442	0.6025	0.9442	0.9717
No log	11.9	476	1.0014	0.5817	1.0014	1.0007
No log	11.95	478	1.0978	0.5565	1.0978	1.0478
No log	12.0	480	1.1351	0.5536	1.1351	1.0654
No log	12.05	482	1.0342	0.5884	1.0342	1.0170
No log	12.1	484	0.9086	0.6058	0.9086	0.9532
No log	12.15	486	0.8328	0.6299	0.8328	0.9126
No log	12.2	488	0.8272	0.6485	0.8272	0.9095
No log	12.25	490	0.8377	0.6192	0.8377	0.9153
No log	12.3	492	0.8816	0.5889	0.8816	0.9390
No log	12.35	494	0.8988	0.6025	0.8988	0.9480
No log	12.4	496	0.8904	0.6015	0.8904	0.9436
No log	12.45	498	0.9238	0.6155	0.9238	0.9612
0.5867	12.5	500	0.9756	0.5938	0.9756	0.9877
0.5867	12.55	502	0.9650	0.5938	0.9650	0.9824
0.5867	12.6	504	0.9391	0.6080	0.9391	0.9691
0.5867	12.65	506	0.8842	0.6136	0.8842	0.9403
0.5867	12.7	508	0.8697	0.6246	0.8697	0.9326
0.5867	12.75	510	0.8966	0.5935	0.8966	0.9469
0.5867	12.8	512	0.8968	0.5904	0.8968	0.9470
0.5867	12.85	514	0.9223	0.5944	0.9223	0.9604
0.5867	12.9	516	0.8989	0.5814	0.8989	0.9481
0.5867	12.95	518	0.9019	0.5814	0.9019	0.9497
0.5867	13.0	520	0.8807	0.5814	0.8807	0.9385
0.5867	13.05	522	0.8546	0.6020	0.8546	0.9244
0.5867	13.1	524	0.8885	0.5830	0.8885	0.9426
0.5867	13.15	526	0.9097	0.5886	0.9097	0.9538
0.5867	13.2	528	0.9461	0.5586	0.9461	0.9727
0.5867	13.25	530	0.9370	0.5607	0.9370	0.9680
0.5867	13.3	532	0.9005	0.6008	0.9005	0.9489
0.5867	13.35	534	0.8097	0.6305	0.8097	0.8998
0.5867	13.4	536	0.7775	0.6678	0.7775	0.8817
0.5867	13.45	538	0.7707	0.6724	0.7707	0.8779
0.5867	13.5	540	0.7795	0.6374	0.7795	0.8829
0.5867	13.55	542	0.8092	0.6287	0.8092	0.8995
0.5867	13.6	544	0.8115	0.6355	0.8115	0.9009
0.5867	13.65	546	0.8169	0.6340	0.8169	0.9038
0.5867	13.7	548	0.7976	0.6357	0.7976	0.8931
0.5867	13.75	550	0.7706	0.6674	0.7706	0.8778
0.5867	13.8	552	0.7870	0.6691	0.7870	0.8871
0.5867	13.85	554	0.8288	0.6164	0.8288	0.9104
0.5867	13.9	556	0.9051	0.6187	0.9051	0.9514
0.5867	13.95	558	0.9137	0.6187	0.9137	0.9559
0.5867	14.0	560	0.8669	0.6035	0.8669	0.9311
0.5867	14.05	562	0.8259	0.6406	0.8259	0.9088
0.5867	14.1	564	0.8101	0.6338	0.8101	0.9000
0.5867	14.15	566	0.8043	0.6497	0.8043	0.8968
0.5867	14.2	568	0.8433	0.6107	0.8433	0.9183
0.5867	14.25	570	0.8884	0.5664	0.8884	0.9426
0.5867	14.3	572	0.8728	0.5883	0.8728	0.9342
0.5867	14.35	574	0.8582	0.6033	0.8582	0.9264
0.5867	14.4	576	0.8667	0.6033	0.8667	0.9310
0.5867	14.45	578	0.8714	0.6088	0.8714	0.9335
0.5867	14.5	580	0.8925	0.5929	0.8925	0.9447
0.5867	14.55	582	0.9306	0.6069	0.9306	0.9647
0.5867	14.6	584	0.8986	0.6157	0.8986	0.9479
0.5867	14.65	586	0.8240	0.6242	0.8240	0.9077
0.5867	14.7	588	0.7990	0.6738	0.7990	0.8939
0.5867	14.75	590	0.8041	0.6798	0.8041	0.8967
0.5867	14.8	592	0.7985	0.6833	0.7985	0.8936
0.5867	14.85	594	0.8221	0.6184	0.8221	0.9067
0.5867	14.9	596	0.8683	0.6278	0.8683	0.9318
0.5867	14.95	598	0.8530	0.6256	0.8530	0.9236
0.5867	15.0	600	0.8184	0.6616	0.8184	0.9046
0.5867	15.05	602	0.8276	0.6549	0.8276	0.9097
0.5867	15.1	604	0.8325	0.6550	0.8325	0.9124
0.5867	15.15	606	0.8652	0.6198	0.8652	0.9302
0.5867	15.2	608	0.9141	0.6163	0.9141	0.9561
0.5867	15.25	610	0.9699	0.6207	0.9699	0.9848
0.5867	15.3	612	0.9515	0.6150	0.9515	0.9754
0.5867	15.35	614	0.8934	0.6127	0.8934	0.9452
0.5867	15.4	616	0.8563	0.6548	0.8563	0.9254
0.5867	15.45	618	0.8468	0.6548	0.8468	0.9202
0.5867	15.5	620	0.8570	0.6270	0.8570	0.9257
0.5867	15.55	622	0.9190	0.6002	0.9190	0.9586
0.5867	15.6	624	0.9430	0.5853	0.9430	0.9711
0.5867	15.65	626	0.8765	0.5854	0.8765	0.9362
0.5867	15.7	628	0.8167	0.6352	0.8167	0.9037
0.5867	15.75	630	0.8169	0.6573	0.8169	0.9038
0.5867	15.8	632	0.8386	0.6381	0.8386	0.9157
0.5867	15.85	634	0.8798	0.6075	0.8798	0.9380
0.5867	15.9	636	0.9047	0.6190	0.9047	0.9512
0.5867	15.95	638	0.8784	0.6071	0.8784	0.9372
0.5867	16.0	640	0.8460	0.6101	0.8460	0.9198
0.5867	16.05	642	0.8514	0.6101	0.8514	0.9227
0.5867	16.1	644	0.8528	0.6012	0.8528	0.9235
0.5867	16.15	646	0.8729	0.6035	0.8729	0.9343
0.5867	16.2	648	0.8716	0.6207	0.8716	0.9336
0.5867	16.25	650	0.8632	0.6363	0.8632	0.9291
0.5867	16.3	652	0.8498	0.6423	0.8498	0.9218
0.5867	16.35	654	0.8392	0.6387	0.8392	0.9161
0.5867	16.4	656	0.8274	0.6678	0.8274	0.9096
0.5867	16.45	658	0.8249	0.6656	0.8249	0.9083
0.5867	16.5	660	0.8353	0.6585	0.8353	0.9140
0.5867	16.55	662	0.8219	0.6590	0.8219	0.9066
0.5867	16.6	664	0.8213	0.6429	0.8213	0.9063
0.5867	16.65	666	0.8203	0.6361	0.8203	0.9057
0.5867	16.7	668	0.8195	0.6694	0.8195	0.9053
0.5867	16.75	670	0.8194	0.6694	0.8194	0.9052
0.5867	16.8	672	0.8149	0.6584	0.8149	0.9027
0.5867	16.85	674	0.8214	0.6551	0.8214	0.9063
0.5867	16.9	676	0.8438	0.6218	0.8438	0.9186
0.5867	16.95	678	0.8776	0.5837	0.8776	0.9368
0.5867	17.0	680	0.8877	0.5600	0.8877	0.9422
0.5867	17.05	682	0.8754	0.5696	0.8754	0.9356
0.5867	17.1	684	0.8159	0.5786	0.8159	0.9033
0.5867	17.15	686	0.7805	0.6203	0.7805	0.8835
0.5867	17.2	688	0.7778	0.6499	0.7778	0.8819
0.5867	17.25	690	0.7874	0.6295	0.7874	0.8874
0.5867	17.3	692	0.8162	0.5896	0.8162	0.9034
0.5867	17.35	694	0.8280	0.5993	0.8280	0.9099
0.5867	17.4	696	0.8598	0.5821	0.8598	0.9273
0.5867	17.45	698	0.8860	0.6020	0.8860	0.9413
0.5867	17.5	700	0.8765	0.6164	0.8765	0.9362
0.5867	17.55	702	0.8860	0.6086	0.8860	0.9413
0.5867	17.6	704	0.9155	0.6065	0.9155	0.9568
0.5867	17.65	706	0.9665	0.5652	0.9665	0.9831
0.5867	17.7	708	0.9972	0.5577	0.9972	0.9986
0.5867	17.75	710	0.9562	0.5522	0.9562	0.9779
0.5867	17.8	712	0.8705	0.5988	0.8705	0.9330
0.5867	17.85	714	0.8433	0.6304	0.8433	0.9183
0.5867	17.9	716	0.8414	0.6304	0.8414	0.9173
0.5867	17.95	718	0.8583	0.6026	0.8583	0.9265
0.5867	18.0	720	0.9077	0.5493	0.9077	0.9527
0.5867	18.05	722	0.9161	0.5607	0.9161	0.9572
0.5867	18.1	724	0.8710	0.5786	0.8710	0.9333
0.5867	18.15	726	0.8249	0.6153	0.8249	0.9082
0.5867	18.2	728	0.7991	0.6296	0.7991	0.8939
0.5867	18.25	730	0.7918	0.6695	0.7918	0.8898
0.5867	18.3	732	0.7846	0.6470	0.7846	0.8858
0.5867	18.35	734	0.7923	0.6405	0.7923	0.8901
0.5867	18.4	736	0.8562	0.5767	0.8562	0.9253
0.5867	18.45	738	0.9095	0.5607	0.9095	0.9537
0.5867	18.5	740	0.8756	0.5600	0.8756	0.9357
0.5867	18.55	742	0.7937	0.6171	0.7937	0.8909
0.5867	18.6	744	0.7754	0.6559	0.7754	0.8806
0.5867	18.65	746	0.7802	0.6588	0.7802	0.8833
0.5867	18.7	748	0.8032	0.6584	0.8032	0.8962
0.5867	18.75	750	0.8555	0.6112	0.8555	0.9249
0.5867	18.8	752	0.8576	0.5938	0.8576	0.9261
0.5867	18.85	754	0.8420	0.6179	0.8420	0.9176
0.5867	18.9	756	0.8298	0.6358	0.8298	0.9109
0.5867	18.95	758	0.8199	0.6494	0.8199	0.9055
0.5867	19.0	760	0.8506	0.6232	0.8506	0.9223
0.5867	19.05	762	0.9167	0.6014	0.9167	0.9574
0.5867	19.1	764	0.9146	0.6014	0.9146	0.9563
0.5867	19.15	766	0.8672	0.6063	0.8672	0.9313
0.5867	19.2	768	0.8309	0.6602	0.8309	0.9116
0.5867	19.25	770	0.8254	0.6530	0.8254	0.9085
0.5867	19.3	772	0.8641	0.5929	0.8641	0.9296
0.5867	19.35	774	0.8850	0.5740	0.8850	0.9407
0.5867	19.4	776	0.8461	0.5981	0.8461	0.9198
0.5867	19.45	778	0.7955	0.6086	0.7955	0.8919
0.5867	19.5	780	0.7851	0.6427	0.7851	0.8861
0.5867	19.55	782	0.7844	0.6481	0.7844	0.8856
0.5867	19.6	784	0.8159	0.6143	0.8159	0.9033
0.5867	19.65	786	0.8733	0.5972	0.8733	0.9345
0.5867	19.7	788	0.9218	0.5800	0.9218	0.9601
0.5867	19.75	790	0.9317	0.5800	0.9317	0.9652
0.5867	19.8	792	0.8723	0.5989	0.8723	0.9340
0.5867	19.85	794	0.8272	0.6305	0.8272	0.9095
0.5867	19.9	796	0.8055	0.6580	0.8055	0.8975
0.5867	19.95	798	0.8013	0.6360	0.8013	0.8951
0.5867	20.0	800	0.8340	0.5983	0.8340	0.9132
0.5867	20.05	802	0.9212	0.5550	0.9212	0.9598
0.5867	20.1	804	0.9365	0.5660	0.9365	0.9677
0.5867	20.15	806	0.8886	0.5753	0.8886	0.9427
0.5867	20.2	808	0.8494	0.6275	0.8494	0.9216
0.5867	20.25	810	0.8518	0.6275	0.8518	0.9229
0.5867	20.3	812	0.8828	0.5856	0.8828	0.9395
0.5867	20.35	814	0.9683	0.5742	0.9683	0.9840
0.5867	20.4	816	1.0114	0.5510	1.0114	1.0057
0.5867	20.45	818	0.9706	0.5529	0.9706	0.9852
0.5867	20.5	820	0.8867	0.5865	0.8867	0.9416

Framework versions

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