ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_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: 0.8115
• Qwk: 0.4232
• Mse: 0.8115
• Rmse: 0.9008

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	0.05	2	4.0950	-0.0092	4.0950	2.0236
No log	0.1	4	2.4164	-0.0180	2.4164	1.5545
No log	0.15	6	1.8183	-0.0277	1.8183	1.3484
No log	0.2	8	2.1160	0.0282	2.1160	1.4546
No log	0.25	10	2.6577	0.0128	2.6577	1.6302
No log	0.3	12	2.0026	0.0709	2.0026	1.4151
No log	0.35	14	1.3157	0.1525	1.3157	1.1471
No log	0.4	16	1.0104	0.2935	1.0104	1.0052
No log	0.45	18	1.1041	0.1837	1.1041	1.0508
No log	0.5	20	1.3907	-0.0893	1.3907	1.1793
No log	0.55	22	1.6086	-0.0296	1.6086	1.2683
No log	0.6	24	1.5053	-0.0148	1.5053	1.2269
No log	0.65	26	1.4372	0.0	1.4372	1.1988
No log	0.7	28	1.4083	0.0	1.4083	1.1867
No log	0.75	30	1.3684	0.0	1.3684	1.1698
No log	0.8	32	1.2421	0.0380	1.2421	1.1145
No log	0.85	34	1.1511	0.1261	1.1511	1.0729
No log	0.9	36	1.1025	0.1858	1.1025	1.0500
No log	0.95	38	1.1402	0.1884	1.1402	1.0678
No log	1.0	40	1.3169	0.1255	1.3169	1.1476
No log	1.05	42	1.3145	0.1140	1.3145	1.1465
No log	1.1	44	1.3343	0.0769	1.3343	1.1551
No log	1.15	46	1.4085	0.0889	1.4085	1.1868
No log	1.2	48	1.4478	0.0858	1.4478	1.2032
No log	1.25	50	1.3718	0.1315	1.3718	1.1713
No log	1.3	52	1.2223	0.1168	1.2223	1.1056
No log	1.35	54	1.0734	0.2391	1.0734	1.0360
No log	1.4	56	1.0676	0.2663	1.0676	1.0333
No log	1.45	58	1.0882	0.2293	1.0882	1.0432
No log	1.5	60	1.1339	0.1953	1.1339	1.0649
No log	1.55	62	1.1888	0.1711	1.1888	1.0903
No log	1.6	64	1.2172	0.1086	1.2172	1.1033
No log	1.65	66	1.0926	0.2196	1.0926	1.0453
No log	1.7	68	1.0858	0.1901	1.0858	1.0420
No log	1.75	70	1.0713	0.2687	1.0713	1.0351
No log	1.8	72	1.0594	0.1644	1.0594	1.0293
No log	1.85	74	1.0510	0.1521	1.0510	1.0252
No log	1.9	76	1.0213	0.2166	1.0213	1.0106
No log	1.95	78	1.0238	0.2015	1.0238	1.0118
No log	2.0	80	1.0082	0.2042	1.0082	1.0041
No log	2.05	82	0.9916	0.2366	0.9916	0.9958
No log	2.1	84	0.9637	0.2490	0.9637	0.9817
No log	2.15	86	0.9224	0.2643	0.9224	0.9604
No log	2.2	88	0.9055	0.2667	0.9055	0.9516
No log	2.25	90	0.9046	0.2978	0.9046	0.9511
No log	2.3	92	0.8674	0.3236	0.8674	0.9314
No log	2.35	94	0.8610	0.3169	0.8610	0.9279
No log	2.4	96	0.8600	0.3914	0.8600	0.9273
No log	2.45	98	0.8273	0.2788	0.8273	0.9095
No log	2.5	100	0.8202	0.3544	0.8202	0.9057
No log	2.55	102	0.8155	0.3967	0.8155	0.9031
No log	2.6	104	0.8138	0.4126	0.8138	0.9021
No log	2.65	106	0.8203	0.4691	0.8203	0.9057
No log	2.7	108	0.8082	0.5052	0.8082	0.8990
No log	2.75	110	0.8182	0.5036	0.8182	0.9045
No log	2.8	112	0.8407	0.5129	0.8407	0.9169
No log	2.85	114	0.8697	0.4526	0.8697	0.9326
No log	2.9	116	0.9394	0.3880	0.9394	0.9692
No log	2.95	118	0.8969	0.4023	0.8969	0.9470
No log	3.0	120	0.8832	0.4657	0.8832	0.9398
No log	3.05	122	0.9211	0.4464	0.9211	0.9597
No log	3.1	124	0.8650	0.4657	0.8650	0.9301
No log	3.15	126	0.8582	0.4558	0.8582	0.9264
No log	3.2	128	0.8829	0.5522	0.8829	0.9396
No log	3.25	130	0.8049	0.5036	0.8049	0.8972
No log	3.3	132	0.8059	0.4880	0.8059	0.8977
No log	3.35	134	0.8175	0.4852	0.8175	0.9042
No log	3.4	136	0.8522	0.4141	0.8522	0.9231
No log	3.45	138	0.8641	0.4123	0.8641	0.9296
No log	3.5	140	0.8103	0.4123	0.8103	0.9002
No log	3.55	142	0.8102	0.4460	0.8102	0.9001
No log	3.6	144	0.8625	0.5005	0.8625	0.9287
No log	3.65	146	0.8481	0.4763	0.8481	0.9209
No log	3.7	148	0.8180	0.5024	0.8180	0.9045
No log	3.75	150	0.8099	0.5236	0.8099	0.9000
No log	3.8	152	0.8601	0.5052	0.8601	0.9274
No log	3.85	154	0.8433	0.5256	0.8433	0.9183
No log	3.9	156	0.7684	0.5263	0.7684	0.8766
No log	3.95	158	0.7690	0.5287	0.7690	0.8769
No log	4.0	160	0.7915	0.4889	0.7915	0.8897
No log	4.05	162	0.8084	0.4787	0.8084	0.8991
No log	4.1	164	0.7436	0.5490	0.7436	0.8623
No log	4.15	166	0.8108	0.5059	0.8108	0.9005
No log	4.2	168	0.8457	0.5033	0.8457	0.9196
No log	4.25	170	0.7617	0.4764	0.7617	0.8727
No log	4.3	172	0.7658	0.5513	0.7658	0.8751
No log	4.35	174	0.7905	0.5311	0.7905	0.8891
No log	4.4	176	0.7453	0.5657	0.7453	0.8633
No log	4.45	178	0.8290	0.5543	0.8290	0.9105
No log	4.5	180	0.8525	0.5329	0.8525	0.9233
No log	4.55	182	0.7665	0.6001	0.7665	0.8755
No log	4.6	184	0.7671	0.5561	0.7671	0.8759
No log	4.65	186	0.7896	0.5287	0.7896	0.8886
No log	4.7	188	0.7863	0.5030	0.7863	0.8867
No log	4.75	190	0.8410	0.4824	0.8410	0.9171
No log	4.8	192	0.9417	0.4666	0.9417	0.9704
No log	4.85	194	0.8752	0.4186	0.8752	0.9355
No log	4.9	196	0.8163	0.4083	0.8163	0.9035
No log	4.95	198	0.8641	0.4291	0.8641	0.9296
No log	5.0	200	0.8595	0.4550	0.8595	0.9271
No log	5.05	202	0.7867	0.4824	0.7867	0.8870
No log	5.1	204	0.9374	0.4373	0.9374	0.9682
No log	5.15	206	1.0988	0.4258	1.0988	1.0483
No log	5.2	208	0.9980	0.4587	0.9980	0.9990
No log	5.25	210	0.8592	0.5316	0.8592	0.9269
No log	5.3	212	0.8522	0.4374	0.8522	0.9232
No log	5.35	214	0.8549	0.4810	0.8549	0.9246
No log	5.4	216	0.8940	0.4480	0.8940	0.9455
No log	5.45	218	0.8843	0.4935	0.8843	0.9404
No log	5.5	220	0.8184	0.4056	0.8184	0.9046
No log	5.55	222	0.7962	0.4813	0.7962	0.8923
No log	5.6	224	0.8079	0.4952	0.8079	0.8988
No log	5.65	226	0.8085	0.5174	0.8085	0.8992
No log	5.7	228	0.8213	0.5251	0.8213	0.9063
No log	5.75	230	0.8498	0.4579	0.8498	0.9218
No log	5.8	232	0.8662	0.4971	0.8662	0.9307
No log	5.85	234	0.8851	0.4736	0.8851	0.9408
No log	5.9	236	0.8279	0.3914	0.8279	0.9099
No log	5.95	238	0.7914	0.4304	0.7914	0.8896
No log	6.0	240	0.7818	0.4907	0.7818	0.8842
No log	6.05	242	0.7758	0.4782	0.7758	0.8808
No log	6.1	244	0.7852	0.5291	0.7852	0.8861
No log	6.15	246	0.8255	0.5368	0.8255	0.9086
No log	6.2	248	0.7896	0.4857	0.7896	0.8886
No log	6.25	250	0.7785	0.4235	0.7785	0.8823
No log	6.3	252	0.8028	0.4130	0.8028	0.8960
No log	6.35	254	0.8570	0.3744	0.8570	0.9257
No log	6.4	256	0.7929	0.5055	0.7929	0.8905
No log	6.45	258	0.8309	0.5577	0.8309	0.9115
No log	6.5	260	0.9807	0.5905	0.9807	0.9903
No log	6.55	262	0.9002	0.5355	0.9002	0.9488
No log	6.6	264	0.8238	0.4345	0.8238	0.9077
No log	6.65	266	0.8929	0.4243	0.8929	0.9449
No log	6.7	268	0.8979	0.3959	0.8979	0.9476
No log	6.75	270	0.8331	0.4083	0.8331	0.9128
No log	6.8	272	0.8506	0.4832	0.8506	0.9223
No log	6.85	274	0.9104	0.5198	0.9104	0.9542
No log	6.9	276	0.8814	0.5611	0.8814	0.9388
No log	6.95	278	0.7841	0.6102	0.7841	0.8855
No log	7.0	280	0.7751	0.5795	0.7751	0.8804
No log	7.05	282	0.7729	0.5713	0.7729	0.8791
No log	7.1	284	0.7879	0.5618	0.7879	0.8876
No log	7.15	286	0.8094	0.5719	0.8094	0.8997
No log	7.2	288	0.8448	0.5291	0.8448	0.9191
No log	7.25	290	0.9256	0.5255	0.9256	0.9621
No log	7.3	292	0.9213	0.5255	0.9213	0.9598
No log	7.35	294	0.8356	0.5511	0.8356	0.9141
No log	7.4	296	0.8024	0.5671	0.8024	0.8958
No log	7.45	298	0.7953	0.5511	0.7953	0.8918
No log	7.5	300	0.8276	0.5697	0.8276	0.9097
No log	7.55	302	0.8067	0.5595	0.8067	0.8982
No log	7.6	304	0.7861	0.5422	0.7861	0.8866
No log	7.65	306	0.7609	0.4048	0.7609	0.8723
No log	7.7	308	0.8037	0.3873	0.8037	0.8965
No log	7.75	310	0.7897	0.3609	0.7897	0.8887
No log	7.8	312	0.8177	0.5170	0.8177	0.9043
No log	7.85	314	0.8733	0.4902	0.8733	0.9345
No log	7.9	316	0.8471	0.5241	0.8471	0.9204
No log	7.95	318	0.8073	0.5475	0.8073	0.8985
No log	8.0	320	0.7417	0.5050	0.7417	0.8612
No log	8.05	322	0.7473	0.5182	0.7473	0.8644
No log	8.1	324	0.7603	0.5933	0.7603	0.8719
No log	8.15	326	0.9359	0.5082	0.9359	0.9674
No log	8.2	328	1.0761	0.4301	1.0761	1.0374
No log	8.25	330	0.9803	0.4878	0.9803	0.9901
No log	8.3	332	0.8334	0.5267	0.8334	0.9129
No log	8.35	334	0.7943	0.5427	0.7943	0.8912
No log	8.4	336	0.7889	0.4799	0.7889	0.8882
No log	8.45	338	0.7913	0.4065	0.7913	0.8896
No log	8.5	340	0.7890	0.4065	0.7890	0.8883
No log	8.55	342	0.7925	0.4661	0.7925	0.8902
No log	8.6	344	0.7840	0.4321	0.7840	0.8854
No log	8.65	346	0.7806	0.4903	0.7806	0.8835
No log	8.7	348	0.8042	0.5419	0.8042	0.8968
No log	8.75	350	0.8468	0.4836	0.8468	0.9202
No log	8.8	352	0.8107	0.5404	0.8107	0.9004
No log	8.85	354	0.8032	0.5752	0.8032	0.8962
No log	8.9	356	0.8197	0.5275	0.8197	0.9054
No log	8.95	358	0.8307	0.4235	0.8307	0.9115
No log	9.0	360	0.8482	0.4030	0.8482	0.9210
No log	9.05	362	0.8631	0.4261	0.8631	0.9290
No log	9.1	364	0.8554	0.3388	0.8554	0.9249
No log	9.15	366	0.8653	0.3583	0.8653	0.9302
No log	9.2	368	0.8469	0.4130	0.8469	0.9203
No log	9.25	370	0.8179	0.4983	0.8179	0.9044
No log	9.3	372	0.8454	0.4621	0.8454	0.9195
No log	9.35	374	0.8463	0.5147	0.8463	0.9200
No log	9.4	376	0.7801	0.5517	0.7801	0.8832
No log	9.45	378	0.7723	0.5416	0.7723	0.8788
No log	9.5	380	0.8246	0.4940	0.8246	0.9081
No log	9.55	382	0.8927	0.4794	0.8927	0.9448
No log	9.6	384	0.8642	0.4253	0.8642	0.9296
No log	9.65	386	0.7875	0.4511	0.7875	0.8874
No log	9.7	388	0.7904	0.3795	0.7904	0.8890
No log	9.75	390	0.7925	0.3508	0.7925	0.8902
No log	9.8	392	0.7838	0.3878	0.7838	0.8853
No log	9.85	394	0.8596	0.4224	0.8596	0.9272
No log	9.9	396	0.9286	0.4222	0.9286	0.9636
No log	9.95	398	0.9038	0.4681	0.9038	0.9507
No log	10.0	400	0.8272	0.3990	0.8272	0.9095
No log	10.05	402	0.7954	0.3661	0.7954	0.8919
No log	10.1	404	0.7867	0.4192	0.7867	0.8870
No log	10.15	406	0.7761	0.5016	0.7761	0.8810
No log	10.2	408	0.8071	0.5378	0.8071	0.8984
No log	10.25	410	0.8314	0.5560	0.8314	0.9118
No log	10.3	412	0.7926	0.5872	0.7926	0.8903
No log	10.35	414	0.7579	0.5451	0.7579	0.8706
No log	10.4	416	0.7572	0.5238	0.7572	0.8702
No log	10.45	418	0.7800	0.5434	0.7800	0.8832
No log	10.5	420	0.8239	0.4588	0.8239	0.9077
No log	10.55	422	0.8044	0.5098	0.8044	0.8969
No log	10.6	424	0.7794	0.4225	0.7794	0.8828
No log	10.65	426	0.8118	0.4640	0.8118	0.9010
No log	10.7	428	0.8061	0.4140	0.8061	0.8978
No log	10.75	430	0.7514	0.5512	0.7514	0.8668
No log	10.8	432	0.8136	0.6081	0.8136	0.9020
No log	10.85	434	0.9533	0.5082	0.9533	0.9764
No log	10.9	436	0.9446	0.5079	0.9446	0.9719
No log	10.95	438	0.8124	0.5842	0.8124	0.9013
No log	11.0	440	0.7367	0.6032	0.7367	0.8583
No log	11.05	442	0.7324	0.5752	0.7324	0.8558
No log	11.1	444	0.7364	0.5796	0.7364	0.8581
No log	11.15	446	0.7474	0.5692	0.7474	0.8645
No log	11.2	448	0.8087	0.5266	0.8087	0.8993
No log	11.25	450	0.9114	0.5219	0.9114	0.9547
No log	11.3	452	0.9274	0.5013	0.9274	0.9630
No log	11.35	454	0.8871	0.4804	0.8871	0.9418
No log	11.4	456	0.8408	0.3682	0.8408	0.9169
No log	11.45	458	0.8204	0.4014	0.8204	0.9057
No log	11.5	460	0.8176	0.4279	0.8176	0.9042
No log	11.55	462	0.8187	0.4770	0.8187	0.9048
No log	11.6	464	0.8295	0.5094	0.8295	0.9107
No log	11.65	466	0.8330	0.5407	0.8330	0.9127
No log	11.7	468	0.8259	0.6296	0.8259	0.9088
No log	11.75	470	0.7924	0.5919	0.7924	0.8902
No log	11.8	472	0.7886	0.6073	0.7886	0.8880
No log	11.85	474	0.7702	0.5819	0.7702	0.8776
No log	11.9	476	0.7532	0.5640	0.7532	0.8679
No log	11.95	478	0.7464	0.5640	0.7464	0.8640
No log	12.0	480	0.7495	0.5842	0.7495	0.8657
No log	12.05	482	0.7801	0.5809	0.7801	0.8832
No log	12.1	484	0.8043	0.6331	0.8043	0.8968
No log	12.15	486	0.8127	0.6426	0.8127	0.9015
No log	12.2	488	0.7726	0.6073	0.7726	0.8790
No log	12.25	490	0.7520	0.5929	0.7520	0.8672
No log	12.3	492	0.7355	0.6066	0.7355	0.8576
No log	12.35	494	0.7340	0.5226	0.7340	0.8567
No log	12.4	496	0.7391	0.4922	0.7391	0.8597
No log	12.45	498	0.7421	0.4941	0.7421	0.8615
0.2961	12.5	500	0.7483	0.4596	0.7483	0.8650
0.2961	12.55	502	0.7306	0.5396	0.7306	0.8547
0.2961	12.6	504	0.7191	0.5660	0.7191	0.8480
0.2961	12.65	506	0.7308	0.6109	0.7308	0.8549
0.2961	12.7	508	0.7744	0.5998	0.7744	0.8800
0.2961	12.75	510	0.8291	0.5458	0.8291	0.9106
0.2961	12.8	512	0.8165	0.5254	0.8165	0.9036
0.2961	12.85	514	0.7521	0.5516	0.7521	0.8672
0.2961	12.9	516	0.7147	0.5471	0.7147	0.8454
0.2961	12.95	518	0.7109	0.5042	0.7109	0.8431
0.2961	13.0	520	0.7199	0.5840	0.7199	0.8485
0.2961	13.05	522	0.7398	0.5610	0.7398	0.8601
0.2961	13.1	524	0.7365	0.5731	0.7365	0.8582
0.2961	13.15	526	0.7444	0.5528	0.7444	0.8628
0.2961	13.2	528	0.7489	0.5626	0.7489	0.8654
0.2961	13.25	530	0.7596	0.5528	0.7596	0.8715
0.2961	13.3	532	0.7693	0.5642	0.7693	0.8771
0.2961	13.35	534	0.7685	0.5425	0.7685	0.8766
0.2961	13.4	536	0.7656	0.4629	0.7655	0.8750
0.2961	13.45	538	0.7920	0.4965	0.7920	0.8900
0.2961	13.5	540	0.7937	0.5218	0.7937	0.8909
0.2961	13.55	542	0.7774	0.4988	0.7774	0.8817
0.2961	13.6	544	0.7970	0.5206	0.7970	0.8928
0.2961	13.65	546	0.8556	0.5242	0.8556	0.9250
0.2961	13.7	548	0.8719	0.5455	0.8719	0.9338
0.2961	13.75	550	0.8047	0.5909	0.8047	0.8970
0.2961	13.8	552	0.7773	0.5368	0.7773	0.8816
0.2961	13.85	554	0.7735	0.5139	0.7735	0.8795
0.2961	13.9	556	0.7896	0.4757	0.7896	0.8886
0.2961	13.95	558	0.8323	0.5372	0.8323	0.9123
0.2961	14.0	560	0.8338	0.5157	0.8338	0.9131
0.2961	14.05	562	0.7794	0.4244	0.7794	0.8829
0.2961	14.1	564	0.7646	0.4069	0.7646	0.8744
0.2961	14.15	566	0.7582	0.4486	0.7582	0.8708
0.2961	14.2	568	0.7551	0.5010	0.7551	0.8690
0.2961	14.25	570	0.7913	0.4956	0.7913	0.8896
0.2961	14.3	572	0.8267	0.5266	0.8267	0.9092
0.2961	14.35	574	0.7953	0.5494	0.7953	0.8918
0.2961	14.4	576	0.7565	0.5342	0.7565	0.8698
0.2961	14.45	578	0.7619	0.4831	0.7619	0.8729
0.2961	14.5	580	0.7643	0.4831	0.7643	0.8742
0.2961	14.55	582	0.7694	0.4511	0.7694	0.8772
0.2961	14.6	584	0.7970	0.4231	0.7970	0.8927
0.2961	14.65	586	0.7981	0.4231	0.7981	0.8934
0.2961	14.7	588	0.7655	0.4995	0.7655	0.8749
0.2961	14.75	590	0.7642	0.4626	0.7642	0.8742
0.2961	14.8	592	0.8074	0.4565	0.8074	0.8986
0.2961	14.85	594	0.8077	0.4565	0.8077	0.8987
0.2961	14.9	596	0.7603	0.4866	0.7603	0.8720
0.2961	14.95	598	0.7428	0.5808	0.7428	0.8618
0.2961	15.0	600	0.7550	0.5669	0.7550	0.8689
0.2961	15.05	602	0.7563	0.5796	0.7563	0.8697
0.2961	15.1	604	0.7690	0.5182	0.7690	0.8769
0.2961	15.15	606	0.8166	0.4563	0.8166	0.9037
0.2961	15.2	608	0.8279	0.4803	0.8279	0.9099
0.2961	15.25	610	0.7926	0.4747	0.7926	0.8903
0.2961	15.3	612	0.7808	0.5731	0.7808	0.8837
0.2961	15.35	614	0.8605	0.5140	0.8605	0.9276
0.2961	15.4	616	0.8999	0.4916	0.8999	0.9486
0.2961	15.45	618	0.8356	0.4916	0.8356	0.9141
0.2961	15.5	620	0.7539	0.5221	0.7539	0.8682
0.2961	15.55	622	0.7493	0.3986	0.7493	0.8656
0.2961	15.6	624	0.7833	0.4639	0.7833	0.8850
0.2961	15.65	626	0.7790	0.4639	0.7790	0.8826
0.2961	15.7	628	0.7367	0.4860	0.7367	0.8583
0.2961	15.75	630	0.7124	0.5142	0.7124	0.8440
0.2961	15.8	632	0.7303	0.6147	0.7303	0.8546
0.2961	15.85	634	0.7558	0.6257	0.7558	0.8694
0.2961	15.9	636	0.7411	0.6257	0.7411	0.8609
0.2961	15.95	638	0.6972	0.6421	0.6972	0.8350
0.2961	16.0	640	0.6826	0.6011	0.6826	0.8262
0.2961	16.05	642	0.6973	0.5830	0.6973	0.8351
0.2961	16.1	644	0.7184	0.5076	0.7184	0.8476
0.2961	16.15	646	0.7182	0.5406	0.7182	0.8475
0.2961	16.2	648	0.7187	0.5785	0.7187	0.8477
0.2961	16.25	650	0.7651	0.5923	0.7651	0.8747
0.2961	16.3	652	0.7691	0.6337	0.7691	0.8770
0.2961	16.35	654	0.7680	0.6237	0.7680	0.8764
0.2961	16.4	656	0.7727	0.5840	0.7727	0.8790
0.2961	16.45	658	0.7792	0.5339	0.7792	0.8827
0.2961	16.5	660	0.7811	0.5338	0.7811	0.8838
0.2961	16.55	662	0.7788	0.5158	0.7788	0.8825
0.2961	16.6	664	0.7801	0.5155	0.7801	0.8832
0.2961	16.65	666	0.7824	0.5155	0.7824	0.8846
0.2961	16.7	668	0.7870	0.5393	0.7870	0.8871
0.2961	16.75	670	0.7801	0.5703	0.7801	0.8832
0.2961	16.8	672	0.7843	0.5427	0.7843	0.8856
0.2961	16.85	674	0.8088	0.6198	0.8088	0.8993
0.2961	16.9	676	0.8249	0.5660	0.8249	0.9082
0.2961	16.95	678	0.7835	0.6228	0.7835	0.8852
0.2961	17.0	680	0.7516	0.6311	0.7516	0.8670
0.2961	17.05	682	0.7594	0.5169	0.7594	0.8714
0.2961	17.1	684	0.7692	0.4611	0.7692	0.8770
0.2961	17.15	686	0.7673	0.4258	0.7673	0.8760
0.2961	17.2	688	0.7459	0.5301	0.7459	0.8636
0.2961	17.25	690	0.7322	0.5796	0.7322	0.8557
0.2961	17.3	692	0.7337	0.5902	0.7337	0.8565
0.2961	17.35	694	0.7626	0.5923	0.7626	0.8733
0.2961	17.4	696	0.7700	0.5923	0.7700	0.8775
0.2961	17.45	698	0.7487	0.5540	0.7487	0.8653
0.2961	17.5	700	0.7596	0.6063	0.7596	0.8715
0.2961	17.55	702	0.7663	0.6063	0.7663	0.8754
0.2961	17.6	704	0.7736	0.6063	0.7736	0.8795
0.2961	17.65	706	0.7904	0.5923	0.7904	0.8890
0.2961	17.7	708	0.7895	0.5558	0.7895	0.8886
0.2961	17.75	710	0.7876	0.5024	0.7876	0.8875
0.2961	17.8	712	0.7822	0.5174	0.7822	0.8844
0.2961	17.85	714	0.7700	0.5399	0.7700	0.8775
0.2961	17.9	716	0.7714	0.5472	0.7714	0.8783
0.2961	17.95	718	0.7960	0.4828	0.7960	0.8922
0.2961	18.0	720	0.7995	0.4824	0.7995	0.8941
0.2961	18.05	722	0.7747	0.5088	0.7747	0.8802
0.2961	18.1	724	0.7454	0.5121	0.7454	0.8634
0.2961	18.15	726	0.7466	0.4354	0.7466	0.8641
0.2961	18.2	728	0.7488	0.4611	0.7488	0.8653
0.2961	18.25	730	0.7431	0.4611	0.7431	0.8620
0.2961	18.3	732	0.7274	0.5274	0.7274	0.8529
0.2961	18.35	734	0.7287	0.5386	0.7287	0.8537
0.2961	18.4	736	0.7323	0.5498	0.7323	0.8558
0.2961	18.45	738	0.7396	0.5498	0.7396	0.8600
0.2961	18.5	740	0.7490	0.5383	0.7490	0.8654
0.2961	18.55	742	0.7519	0.4613	0.7519	0.8671
0.2961	18.6	744	0.7570	0.4862	0.7570	0.8700
0.2961	18.65	746	0.7490	0.4828	0.7490	0.8654
0.2961	18.7	748	0.7533	0.4852	0.7533	0.8679
0.2961	18.75	750	0.7675	0.4672	0.7675	0.8761
0.2961	18.8	752	0.7611	0.4644	0.7611	0.8724
0.2961	18.85	754	0.7578	0.5480	0.7578	0.8705
0.2961	18.9	756	0.7686	0.4878	0.7686	0.8767
0.2961	18.95	758	0.7914	0.4867	0.7914	0.8896
0.2961	19.0	760	0.8101	0.4847	0.8101	0.9001
0.2961	19.05	762	0.8233	0.5079	0.8233	0.9073
0.2961	19.1	764	0.7882	0.5088	0.7882	0.8878
0.2961	19.15	766	0.7692	0.4922	0.7692	0.8771
0.2961	19.2	768	0.8168	0.4570	0.8168	0.9038
0.2961	19.25	770	0.8357	0.4487	0.8357	0.9142
0.2961	19.3	772	0.7987	0.4237	0.7987	0.8937
0.2961	19.35	774	0.7712	0.4719	0.7712	0.8782
0.2961	19.4	776	0.7704	0.5261	0.7704	0.8777
0.2961	19.45	778	0.7835	0.5558	0.7835	0.8851
0.2961	19.5	780	0.7729	0.5247	0.7729	0.8792
0.2961	19.55	782	0.7676	0.4235	0.7676	0.8761
0.2961	19.6	784	0.7799	0.4242	0.7799	0.8831
0.2961	19.65	786	0.7786	0.4242	0.7786	0.8824
0.2961	19.7	788	0.7625	0.4428	0.7625	0.8732
0.2961	19.75	790	0.7623	0.5490	0.7623	0.8731
0.2961	19.8	792	0.7676	0.5585	0.7676	0.8761
0.2961	19.85	794	0.7900	0.5084	0.7900	0.8888
0.2961	19.9	796	0.7906	0.5084	0.7906	0.8892
0.2961	19.95	798	0.8010	0.4966	0.8010	0.8950
0.2961	20.0	800	0.7901	0.4478	0.7901	0.8889
0.2961	20.05	802	0.7908	0.4882	0.7908	0.8893
0.2961	20.1	804	0.7897	0.4625	0.7897	0.8886
0.2961	20.15	806	0.7907	0.4503	0.7907	0.8892
0.2961	20.2	808	0.7839	0.4119	0.7839	0.8854
0.2961	20.25	810	0.7751	0.5127	0.7751	0.8804
0.2961	20.3	812	0.7737	0.5565	0.7737	0.8796
0.2961	20.35	814	0.8169	0.5266	0.8169	0.9038
0.2961	20.4	816	0.8668	0.5538	0.8668	0.9310
0.2961	20.45	818	0.8271	0.5675	0.8271	0.9095
0.2961	20.5	820	0.7502	0.5247	0.7502	0.8661
0.2961	20.55	822	0.7440	0.4252	0.7440	0.8625
0.2961	20.6	824	0.8074	0.4339	0.8074	0.8986
0.2961	20.65	826	0.8144	0.4787	0.8144	0.9024
0.2961	20.7	828	0.7691	0.4539	0.7691	0.8770
0.2961	20.75	830	0.7458	0.4553	0.7458	0.8636
0.2961	20.8	832	0.7661	0.5809	0.7661	0.8753
0.2961	20.85	834	0.7574	0.5212	0.7574	0.8703
0.2961	20.9	836	0.7489	0.4079	0.7489	0.8654
0.2961	20.95	838	0.7635	0.4594	0.7635	0.8738
0.2961	21.0	840	0.7702	0.4594	0.7702	0.8776
0.2961	21.05	842	0.7810	0.4232	0.7810	0.8837
0.2961	21.1	844	0.8115	0.4232	0.8115	0.9008

Framework versions

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