ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k16_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: 0.7634
• Qwk: 0.4701
• Mse: 0.7634
• Rmse: 0.8737

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	0.0220	2	3.9105	-0.0075	3.9105	1.9775
No log	0.0440	4	1.9478	0.0804	1.9478	1.3956
No log	0.0659	6	1.1772	0.0569	1.1772	1.0850
No log	0.0879	8	0.9420	-0.0076	0.9420	0.9706
No log	0.1099	10	0.8061	0.0443	0.8061	0.8978
No log	0.1319	12	1.0391	-0.1022	1.0391	1.0193
No log	0.1538	14	1.3372	-0.1084	1.3372	1.1564
No log	0.1758	16	0.9270	-0.0150	0.9270	0.9628
No log	0.1978	18	0.7627	0.2166	0.7627	0.8733
No log	0.2198	20	0.6816	0.2111	0.6816	0.8256
No log	0.2418	22	0.7041	0.3002	0.7041	0.8391
No log	0.2637	24	0.7049	0.2917	0.7049	0.8396
No log	0.2857	26	0.7369	0.2090	0.7369	0.8584
No log	0.3077	28	0.6978	0.2541	0.6978	0.8354
No log	0.3297	30	0.7038	0.2993	0.7038	0.8389
No log	0.3516	32	0.8389	0.2530	0.8389	0.9159
No log	0.3736	34	0.7021	0.2969	0.7021	0.8379
No log	0.3956	36	0.7333	0.1507	0.7333	0.8563
No log	0.4176	38	0.9678	0.1556	0.9678	0.9838
No log	0.4396	40	1.1625	0.1928	1.1625	1.0782
No log	0.4615	42	1.0567	0.2808	1.0567	1.0279
No log	0.4835	44	0.6752	0.3417	0.6752	0.8217
No log	0.5055	46	1.1191	0.2175	1.1191	1.0579
No log	0.5275	48	1.2207	0.1577	1.2207	1.1048
No log	0.5495	50	0.8254	0.1983	0.8254	0.9085
No log	0.5714	52	0.6459	0.3429	0.6459	0.8037
No log	0.5934	54	0.7220	0.1509	0.7220	0.8497
No log	0.6154	56	0.7870	0.1656	0.7870	0.8872
No log	0.6374	58	0.7527	0.2006	0.7527	0.8676
No log	0.6593	60	0.6697	0.2914	0.6697	0.8183
No log	0.6813	62	0.7071	0.2698	0.7071	0.8409
No log	0.7033	64	0.8834	0.2365	0.8834	0.9399
No log	0.7253	66	1.0745	0.1103	1.0745	1.0366
No log	0.7473	68	0.9990	0.1273	0.9990	0.9995
No log	0.7692	70	0.8284	0.2666	0.8284	0.9102
No log	0.7912	72	0.7712	0.3024	0.7712	0.8782
No log	0.8132	74	0.6694	0.3088	0.6694	0.8182
No log	0.8352	76	0.6217	0.3271	0.6217	0.7885
No log	0.8571	78	0.6330	0.3195	0.6330	0.7956
No log	0.8791	80	0.7735	0.3863	0.7735	0.8795
No log	0.9011	82	0.8790	0.3736	0.8790	0.9376
No log	0.9231	84	0.7629	0.3185	0.7629	0.8735
No log	0.9451	86	0.7464	0.4278	0.7464	0.8639
No log	0.9670	88	0.7766	0.4275	0.7766	0.8812
No log	0.9890	90	1.0539	0.3726	1.0539	1.0266
No log	1.0110	92	1.5387	0.2828	1.5387	1.2404
No log	1.0330	94	1.4477	0.3083	1.4477	1.2032
No log	1.0549	96	0.9514	0.4235	0.9514	0.9754
No log	1.0769	98	0.8950	0.3840	0.8950	0.9460
No log	1.0989	100	0.9105	0.3508	0.9105	0.9542
No log	1.1209	102	0.7701	0.4309	0.7701	0.8776
No log	1.1429	104	0.8200	0.4646	0.8200	0.9055
No log	1.1648	106	0.9349	0.3778	0.9349	0.9669
No log	1.1868	108	0.8550	0.3656	0.8550	0.9247
No log	1.2088	110	0.6611	0.4144	0.6611	0.8131
No log	1.2308	112	0.7229	0.3559	0.7229	0.8502
No log	1.2527	114	0.6849	0.4242	0.6849	0.8276
No log	1.2747	116	0.8439	0.4453	0.8439	0.9186
No log	1.2967	118	1.4552	0.2765	1.4552	1.2063
No log	1.3187	120	1.5929	0.2882	1.5929	1.2621
No log	1.3407	122	1.3197	0.2649	1.3197	1.1488
No log	1.3626	124	0.8457	0.4303	0.8457	0.9196
No log	1.3846	126	0.6958	0.4709	0.6958	0.8341
No log	1.4066	128	0.8304	0.3629	0.8304	0.9113
No log	1.4286	130	0.8125	0.3570	0.8125	0.9014
No log	1.4505	132	0.7588	0.3786	0.7588	0.8711
No log	1.4725	134	0.6394	0.4524	0.6394	0.7997
No log	1.4945	136	0.6555	0.5221	0.6555	0.8096
No log	1.5165	138	0.7448	0.4872	0.7448	0.8630
No log	1.5385	140	0.9320	0.3773	0.9320	0.9654
No log	1.5604	142	1.0568	0.3891	1.0568	1.0280
No log	1.5824	144	0.9847	0.4136	0.9847	0.9923
No log	1.6044	146	0.9796	0.4297	0.9796	0.9897
No log	1.6264	148	0.9877	0.4641	0.9877	0.9938
No log	1.6484	150	1.0224	0.4118	1.0224	1.0111
No log	1.6703	152	1.3656	0.3614	1.3656	1.1686
No log	1.6923	154	1.4868	0.3141	1.4868	1.2193
No log	1.7143	156	1.2035	0.3451	1.2035	1.0971
No log	1.7363	158	0.8705	0.4267	0.8705	0.9330
No log	1.7582	160	0.7537	0.4935	0.7537	0.8682
No log	1.7802	162	0.7388	0.5072	0.7388	0.8596
No log	1.8022	164	0.7290	0.5119	0.7290	0.8538
No log	1.8242	166	0.7777	0.4826	0.7777	0.8819
No log	1.8462	168	0.8985	0.5032	0.8985	0.9479
No log	1.8681	170	1.1075	0.4138	1.1075	1.0524
No log	1.8901	172	1.1293	0.4309	1.1293	1.0627
No log	1.9121	174	1.0075	0.4873	1.0075	1.0037
No log	1.9341	176	0.9815	0.4790	0.9815	0.9907
No log	1.9560	178	0.9879	0.4654	0.9879	0.9939
No log	1.9780	180	1.0185	0.4871	1.0185	1.0092
No log	2.0	182	0.9480	0.4915	0.9480	0.9737
No log	2.0220	184	0.8292	0.4886	0.8292	0.9106
No log	2.0440	186	0.8510	0.4936	0.8510	0.9225
No log	2.0659	188	0.9125	0.4667	0.9125	0.9552
No log	2.0879	190	1.0145	0.4540	1.0145	1.0072
No log	2.1099	192	0.9265	0.4415	0.9265	0.9626
No log	2.1319	194	0.7661	0.5551	0.7661	0.8753
No log	2.1538	196	0.7685	0.4941	0.7685	0.8767
No log	2.1758	198	0.7617	0.5265	0.7617	0.8727
No log	2.1978	200	0.7923	0.4968	0.7923	0.8901
No log	2.2198	202	0.8713	0.4877	0.8713	0.9334
No log	2.2418	204	0.8995	0.4864	0.8995	0.9484
No log	2.2637	206	0.9174	0.5027	0.9174	0.9578
No log	2.2857	208	0.9245	0.5141	0.9245	0.9615
No log	2.3077	210	0.8962	0.5074	0.8962	0.9467
No log	2.3297	212	0.9802	0.4253	0.9802	0.9901
No log	2.3516	214	0.9699	0.4253	0.9699	0.9848
No log	2.3736	216	0.8629	0.4643	0.8629	0.9289
No log	2.3956	218	0.8005	0.4740	0.8005	0.8947
No log	2.4176	220	0.8589	0.4458	0.8589	0.9268
No log	2.4396	222	0.9035	0.4402	0.9035	0.9505
No log	2.4615	224	1.0174	0.4798	1.0174	1.0087
No log	2.4835	226	1.0011	0.4960	1.0011	1.0005
No log	2.5055	228	0.9261	0.4689	0.9261	0.9623
No log	2.5275	230	0.8263	0.5262	0.8263	0.9090
No log	2.5495	232	0.7813	0.5338	0.7813	0.8839
No log	2.5714	234	0.7560	0.5030	0.7560	0.8695
No log	2.5934	236	0.7019	0.5429	0.7019	0.8378
No log	2.6154	238	0.6596	0.55	0.6596	0.8122
No log	2.6374	240	0.6265	0.5773	0.6265	0.7915
No log	2.6593	242	0.6146	0.5678	0.6146	0.7839
No log	2.6813	244	0.6389	0.5420	0.6389	0.7993
No log	2.7033	246	0.6626	0.5423	0.6626	0.8140
No log	2.7253	248	0.7135	0.5458	0.7135	0.8447
No log	2.7473	250	0.7868	0.5198	0.7868	0.8870
No log	2.7692	252	0.7896	0.4989	0.7896	0.8886
No log	2.7912	254	0.7833	0.4900	0.7833	0.8850
No log	2.8132	256	0.7964	0.4816	0.7964	0.8924
No log	2.8352	258	0.7911	0.5074	0.7911	0.8895
No log	2.8571	260	0.7904	0.4909	0.7904	0.8891
No log	2.8791	262	0.8472	0.5174	0.8472	0.9204
No log	2.9011	264	0.9161	0.4843	0.9161	0.9571
No log	2.9231	266	0.8191	0.5119	0.8191	0.9051
No log	2.9451	268	0.7236	0.5257	0.7236	0.8506
No log	2.9670	270	0.6933	0.5714	0.6933	0.8326
No log	2.9890	272	0.7742	0.4494	0.7742	0.8799
No log	3.0110	274	0.7690	0.4497	0.7690	0.8769
No log	3.0330	276	0.6734	0.5410	0.6734	0.8206
No log	3.0549	278	0.6965	0.5264	0.6965	0.8346
No log	3.0769	280	0.7658	0.4376	0.7658	0.8751
No log	3.0989	282	0.7194	0.5114	0.7194	0.8482
No log	3.1209	284	0.6836	0.5580	0.6836	0.8268
No log	3.1429	286	0.7219	0.5356	0.7219	0.8497
No log	3.1648	288	0.7537	0.5248	0.7537	0.8681
No log	3.1868	290	0.7230	0.5132	0.7230	0.8503
No log	3.2088	292	0.7156	0.5358	0.7156	0.8459
No log	3.2308	294	0.7246	0.5271	0.7246	0.8512
No log	3.2527	296	0.7292	0.5345	0.7292	0.8540
No log	3.2747	298	0.7375	0.4598	0.7375	0.8588
No log	3.2967	300	0.7576	0.5148	0.7576	0.8704
No log	3.3187	302	0.7298	0.5059	0.7298	0.8543
No log	3.3407	304	0.7029	0.4788	0.7029	0.8384
No log	3.3626	306	0.8219	0.4586	0.8219	0.9066
No log	3.3846	308	0.9588	0.4461	0.9588	0.9792
No log	3.4066	310	0.9454	0.4565	0.9454	0.9723
No log	3.4286	312	0.8220	0.4968	0.8220	0.9066
No log	3.4505	314	0.8093	0.4779	0.8093	0.8996
No log	3.4725	316	0.8562	0.4894	0.8562	0.9253
No log	3.4945	318	0.8312	0.5003	0.8312	0.9117
No log	3.5165	320	0.8232	0.4802	0.8232	0.9073
No log	3.5385	322	0.8919	0.4636	0.8919	0.9444
No log	3.5604	324	1.0474	0.4589	1.0474	1.0234
No log	3.5824	326	0.9994	0.4402	0.9994	0.9997
No log	3.6044	328	0.8307	0.4781	0.8307	0.9114
No log	3.6264	330	0.7485	0.5136	0.7485	0.8651
No log	3.6484	332	0.7538	0.5301	0.7538	0.8682
No log	3.6703	334	0.7618	0.5241	0.7618	0.8728
No log	3.6923	336	0.8308	0.4847	0.8308	0.9115
No log	3.7143	338	0.8896	0.4685	0.8896	0.9432
No log	3.7363	340	0.8597	0.4623	0.8597	0.9272
No log	3.7582	342	0.8992	0.4618	0.8992	0.9482
No log	3.7802	344	0.9187	0.4482	0.9187	0.9585
No log	3.8022	346	0.9667	0.4571	0.9667	0.9832
No log	3.8242	348	0.9662	0.4567	0.9662	0.9830
No log	3.8462	350	0.9202	0.4214	0.9202	0.9592
No log	3.8681	352	0.9373	0.4691	0.9373	0.9681
No log	3.8901	354	1.0745	0.4237	1.0745	1.0366
No log	3.9121	356	1.0879	0.4399	1.0879	1.0430
No log	3.9341	358	0.9448	0.4266	0.9448	0.9720
No log	3.9560	360	0.8488	0.4411	0.8488	0.9213
No log	3.9780	362	0.7648	0.5312	0.7648	0.8745
No log	4.0	364	0.7798	0.4923	0.7798	0.8830
No log	4.0220	366	0.8220	0.4939	0.8220	0.9066
No log	4.0440	368	0.8132	0.4952	0.8132	0.9018
No log	4.0659	370	0.8338	0.4705	0.8338	0.9131
No log	4.0879	372	0.9037	0.4723	0.9037	0.9506
No log	4.1099	374	0.9421	0.4647	0.9421	0.9706
No log	4.1319	376	0.9391	0.4435	0.9391	0.9691
No log	4.1538	378	0.8765	0.4440	0.8765	0.9362
No log	4.1758	380	0.8257	0.4921	0.8257	0.9087
No log	4.1978	382	0.8142	0.5094	0.8142	0.9023
No log	4.2198	384	0.7346	0.5489	0.7346	0.8571
No log	4.2418	386	0.7337	0.5178	0.7337	0.8566
No log	4.2637	388	0.7815	0.5073	0.7815	0.8840
No log	4.2857	390	0.8641	0.4881	0.8641	0.9296
No log	4.3077	392	0.9708	0.4619	0.9708	0.9853
No log	4.3297	394	1.0653	0.4674	1.0653	1.0321
No log	4.3516	396	1.0021	0.4543	1.0021	1.0011
No log	4.3736	398	0.8778	0.4503	0.8778	0.9369
No log	4.3956	400	0.8185	0.4453	0.8185	0.9047
No log	4.4176	402	0.7554	0.5020	0.7554	0.8691
No log	4.4396	404	0.7110	0.5371	0.7110	0.8432
No log	4.4615	406	0.7319	0.5488	0.7319	0.8555
No log	4.4835	408	0.8073	0.4664	0.8073	0.8985
No log	4.5055	410	0.8852	0.4561	0.8852	0.9409
No log	4.5275	412	0.9045	0.4558	0.9045	0.9511
No log	4.5495	414	0.8520	0.4815	0.8520	0.9230
No log	4.5714	416	0.7628	0.5384	0.7628	0.8734
No log	4.5934	418	0.7456	0.5310	0.7456	0.8635
No log	4.6154	420	0.7956	0.5082	0.7956	0.8920
No log	4.6374	422	0.8467	0.5131	0.8467	0.9202
No log	4.6593	424	0.8203	0.5249	0.8203	0.9057
No log	4.6813	426	0.7832	0.5307	0.7832	0.8850
No log	4.7033	428	0.7722	0.5382	0.7722	0.8787
No log	4.7253	430	0.7806	0.5201	0.7806	0.8835
No log	4.7473	432	0.8245	0.4874	0.8245	0.9080
No log	4.7692	434	0.8582	0.4956	0.8582	0.9264
No log	4.7912	436	0.8321	0.4784	0.8321	0.9122
No log	4.8132	438	0.7848	0.5048	0.7848	0.8859
No log	4.8352	440	0.7425	0.5211	0.7425	0.8617
No log	4.8571	442	0.7567	0.5117	0.7567	0.8699
No log	4.8791	444	0.7793	0.5090	0.7793	0.8828
No log	4.9011	446	0.8155	0.4989	0.8155	0.9031
No log	4.9231	448	0.7947	0.5090	0.7947	0.8915
No log	4.9451	450	0.7762	0.5136	0.7762	0.8810
No log	4.9670	452	0.7637	0.4880	0.7637	0.8739
No log	4.9890	454	0.7715	0.5348	0.7715	0.8783
No log	5.0110	456	0.8241	0.5051	0.8241	0.9078
No log	5.0330	458	0.9205	0.4847	0.9205	0.9594
No log	5.0549	460	0.9463	0.4773	0.9463	0.9728
No log	5.0769	462	0.9150	0.4837	0.9150	0.9566
No log	5.0989	464	0.8000	0.4933	0.8000	0.8944
No log	5.1209	466	0.7275	0.5267	0.7275	0.8529
No log	5.1429	468	0.7043	0.5370	0.7043	0.8393
No log	5.1648	470	0.7062	0.5092	0.7062	0.8404
No log	5.1868	472	0.7204	0.4950	0.7204	0.8488
No log	5.2088	474	0.7634	0.5023	0.7634	0.8737
No log	5.2308	476	0.8551	0.4957	0.8551	0.9247
No log	5.2527	478	0.8964	0.5008	0.8964	0.9468
No log	5.2747	480	0.8426	0.4910	0.8426	0.9179
No log	5.2967	482	0.7770	0.4887	0.7770	0.8815
No log	5.3187	484	0.7206	0.4870	0.7206	0.8489
No log	5.3407	486	0.7210	0.5234	0.7210	0.8491
No log	5.3626	488	0.7204	0.5021	0.7204	0.8488
No log	5.3846	490	0.7455	0.4502	0.7455	0.8634
No log	5.4066	492	0.8102	0.4816	0.8102	0.9001
No log	5.4286	494	0.8577	0.4871	0.8577	0.9261
No log	5.4505	496	0.8449	0.4795	0.8449	0.9192
No log	5.4725	498	0.8198	0.4781	0.8198	0.9054
0.517	5.4945	500	0.7960	0.4860	0.7960	0.8922
0.517	5.5165	502	0.7990	0.4878	0.7990	0.8939
0.517	5.5385	504	0.7993	0.4950	0.7993	0.8940
0.517	5.5604	506	0.7786	0.5087	0.7786	0.8824
0.517	5.5824	508	0.7718	0.5106	0.7718	0.8785
0.517	5.6044	510	0.7734	0.5181	0.7734	0.8794
0.517	5.6264	512	0.8254	0.4709	0.8254	0.9085
0.517	5.6484	514	0.9114	0.4386	0.9114	0.9546
0.517	5.6703	516	0.9754	0.4312	0.9754	0.9876
0.517	5.6923	518	0.9975	0.4596	0.9975	0.9987
0.517	5.7143	520	0.9392	0.4331	0.9392	0.9691
0.517	5.7363	522	0.9206	0.4331	0.9206	0.9595
0.517	5.7582	524	0.9344	0.4359	0.9344	0.9667
0.517	5.7802	526	0.9232	0.4409	0.9232	0.9608
0.517	5.8022	528	0.8446	0.4495	0.8445	0.9190
0.517	5.8242	530	0.7946	0.4950	0.7946	0.8914
0.517	5.8462	532	0.7709	0.5248	0.7709	0.8780
0.517	5.8681	534	0.7606	0.5253	0.7606	0.8721
0.517	5.8901	536	0.7434	0.5192	0.7434	0.8622
0.517	5.9121	538	0.7459	0.4965	0.7459	0.8636
0.517	5.9341	540	0.7758	0.4379	0.7758	0.8808
0.517	5.9560	542	0.8324	0.4268	0.8324	0.9124
0.517	5.9780	544	0.8887	0.4561	0.8887	0.9427
0.517	6.0	546	0.8782	0.4389	0.8782	0.9371
0.517	6.0220	548	0.8313	0.4215	0.8313	0.9118
0.517	6.0440	550	0.8391	0.4415	0.8391	0.9160
0.517	6.0659	552	0.8453	0.4588	0.8453	0.9194
0.517	6.0879	554	0.8358	0.4667	0.8358	0.9142
0.517	6.1099	556	0.8013	0.4744	0.8013	0.8952
0.517	6.1319	558	0.7687	0.4867	0.7687	0.8767
0.517	6.1538	560	0.7710	0.4714	0.7710	0.8781
0.517	6.1758	562	0.8244	0.4593	0.8244	0.9080
0.517	6.1978	564	0.8604	0.4630	0.8604	0.9276
0.517	6.2198	566	0.8296	0.4568	0.8296	0.9108
0.517	6.2418	568	0.7831	0.4453	0.7831	0.8849
0.517	6.2637	570	0.7406	0.4889	0.7406	0.8606
0.517	6.2857	572	0.7225	0.5276	0.7225	0.8500
0.517	6.3077	574	0.7255	0.5641	0.7255	0.8518
0.517	6.3297	576	0.7490	0.5767	0.7490	0.8654
0.517	6.3516	578	0.7754	0.5861	0.7754	0.8806
0.517	6.3736	580	0.7686	0.5861	0.7686	0.8767
0.517	6.3956	582	0.7608	0.5436	0.7608	0.8723
0.517	6.4176	584	0.7379	0.5305	0.7379	0.8590
0.517	6.4396	586	0.7542	0.4734	0.7542	0.8684
0.517	6.4615	588	0.7804	0.4656	0.7804	0.8834
0.517	6.4835	590	0.7608	0.4660	0.7607	0.8722
0.517	6.5055	592	0.7323	0.5030	0.7323	0.8557
0.517	6.5275	594	0.7182	0.5384	0.7182	0.8475
0.517	6.5495	596	0.7386	0.5405	0.7386	0.8594
0.517	6.5714	598	0.7660	0.5449	0.7660	0.8752
0.517	6.5934	600	0.8016	0.4972	0.8016	0.8953
0.517	6.6154	602	0.8061	0.4819	0.8061	0.8978
0.517	6.6374	604	0.8195	0.4664	0.8195	0.9053
0.517	6.6593	606	0.8622	0.4444	0.8622	0.9285
0.517	6.6813	608	0.8356	0.4621	0.8356	0.9141
0.517	6.7033	610	0.7702	0.4660	0.7702	0.8776
0.517	6.7253	612	0.7314	0.4944	0.7314	0.8552
0.517	6.7473	614	0.7096	0.5030	0.7096	0.8424
0.517	6.7692	616	0.6908	0.5271	0.6908	0.8311
0.517	6.7912	618	0.6992	0.5271	0.6992	0.8362
0.517	6.8132	620	0.7244	0.5259	0.7244	0.8511
0.517	6.8352	622	0.7660	0.4821	0.7660	0.8752
0.517	6.8571	624	0.7925	0.4527	0.7925	0.8902
0.517	6.8791	626	0.8007	0.4795	0.8007	0.8948
0.517	6.9011	628	0.8117	0.4801	0.8117	0.9009
0.517	6.9231	630	0.8121	0.4801	0.8121	0.9012
0.517	6.9451	632	0.8036	0.4795	0.8036	0.8965
0.517	6.9670	634	0.7936	0.4813	0.7936	0.8908
0.517	6.9890	636	0.7705	0.4828	0.7705	0.8778
0.517	7.0110	638	0.7398	0.4882	0.7398	0.8601
0.517	7.0330	640	0.7257	0.5381	0.7257	0.8519
0.517	7.0549	642	0.7214	0.5381	0.7214	0.8494
0.517	7.0769	644	0.7371	0.4904	0.7371	0.8586
0.517	7.0989	646	0.7819	0.4718	0.7819	0.8842
0.517	7.1209	648	0.8131	0.4762	0.8131	0.9017
0.517	7.1429	650	0.8501	0.4797	0.8501	0.9220
0.517	7.1648	652	0.8392	0.4687	0.8392	0.9161
0.517	7.1868	654	0.7946	0.4831	0.7946	0.8914
0.517	7.2088	656	0.7422	0.4846	0.7422	0.8615
0.517	7.2308	658	0.7085	0.5374	0.7085	0.8417
0.517	7.2527	660	0.7094	0.5534	0.7094	0.8422
0.517	7.2747	662	0.7290	0.5374	0.7290	0.8538
0.517	7.2967	664	0.7655	0.5154	0.7655	0.8749
0.517	7.3187	666	0.8014	0.4932	0.8014	0.8952
0.517	7.3407	668	0.8306	0.4715	0.8306	0.9114
0.517	7.3626	670	0.8127	0.4917	0.8127	0.9015
0.517	7.3846	672	0.8003	0.4861	0.8003	0.8946
0.517	7.4066	674	0.7663	0.4814	0.7663	0.8754
0.517	7.4286	676	0.7153	0.5141	0.7153	0.8458
0.517	7.4505	678	0.6731	0.5169	0.6731	0.8204
0.517	7.4725	680	0.6572	0.5378	0.6572	0.8107
0.517	7.4945	682	0.6696	0.4997	0.6696	0.8183
0.517	7.5165	684	0.7077	0.5030	0.7077	0.8412
0.517	7.5385	686	0.7368	0.4675	0.7368	0.8584
0.517	7.5604	688	0.7558	0.4598	0.7558	0.8694
0.517	7.5824	690	0.7559	0.4675	0.7559	0.8694
0.517	7.6044	692	0.7324	0.4751	0.7324	0.8558
0.517	7.6264	694	0.7293	0.4693	0.7293	0.8540
0.517	7.6484	696	0.7335	0.4693	0.7335	0.8564
0.517	7.6703	698	0.7569	0.4617	0.7569	0.8700
0.517	7.6923	700	0.7740	0.4617	0.7740	0.8798
0.517	7.7143	702	0.7870	0.4740	0.7870	0.8871
0.517	7.7363	704	0.7703	0.4617	0.7703	0.8777
0.517	7.7582	706	0.7628	0.4617	0.7628	0.8734
0.517	7.7802	708	0.7779	0.4670	0.7779	0.8820
0.517	7.8022	710	0.8063	0.4594	0.8063	0.8980
0.517	7.8242	712	0.8248	0.4660	0.8248	0.9082
0.517	7.8462	714	0.8307	0.4582	0.8307	0.9115
0.517	7.8681	716	0.8439	0.4527	0.8439	0.9186
0.517	7.8901	718	0.8670	0.4634	0.8670	0.9311
0.517	7.9121	720	0.8750	0.4634	0.8750	0.9354
0.517	7.9341	722	0.8627	0.4530	0.8627	0.9288
0.517	7.9560	724	0.8638	0.4530	0.8638	0.9294
0.517	7.9780	726	0.8325	0.4677	0.8325	0.9124
0.517	8.0	728	0.8088	0.4563	0.8088	0.8993
0.517	8.0220	730	0.7825	0.4707	0.7826	0.8846
0.517	8.0440	732	0.7425	0.4857	0.7425	0.8617
0.517	8.0659	734	0.7181	0.5206	0.7181	0.8474
0.517	8.0879	736	0.7040	0.5309	0.7040	0.8391
0.517	8.1099	738	0.7049	0.5158	0.7049	0.8396
0.517	8.1319	740	0.7165	0.5131	0.7165	0.8465
0.517	8.1538	742	0.7343	0.5055	0.7343	0.8569
0.517	8.1758	744	0.7559	0.4693	0.7559	0.8694
0.517	8.1978	746	0.7926	0.4460	0.7926	0.8903
0.517	8.2198	748	0.8124	0.4530	0.8124	0.9014
0.517	8.2418	750	0.8098	0.4604	0.8098	0.8999
0.517	8.2637	752	0.7977	0.4764	0.7977	0.8931
0.517	8.2857	754	0.7840	0.4645	0.7840	0.8855
0.517	8.3077	756	0.7749	0.4839	0.7749	0.8803
0.517	8.3297	758	0.7741	0.5280	0.7741	0.8798
0.517	8.3516	760	0.7836	0.5280	0.7836	0.8852
0.517	8.3736	762	0.7890	0.5016	0.7890	0.8883
0.517	8.3956	764	0.7951	0.4992	0.7951	0.8917
0.517	8.4176	766	0.8025	0.4839	0.8025	0.8958
0.517	8.4396	768	0.8179	0.4901	0.8179	0.9044
0.517	8.4615	770	0.8371	0.4812	0.8371	0.9149
0.517	8.4835	772	0.8373	0.4753	0.8373	0.9150
0.517	8.5055	774	0.8244	0.4618	0.8244	0.9079
0.517	8.5275	776	0.7966	0.4552	0.7966	0.8925
0.517	8.5495	778	0.7772	0.4688	0.7772	0.8816
0.517	8.5714	780	0.7802	0.4688	0.7802	0.8833
0.517	8.5934	782	0.7924	0.4790	0.7924	0.8902
0.517	8.6154	784	0.7931	0.4704	0.7931	0.8905
0.517	8.6374	786	0.7952	0.4567	0.7952	0.8918
0.517	8.6593	788	0.7930	0.4567	0.7930	0.8905
0.517	8.6813	790	0.7769	0.4928	0.7769	0.8814
0.517	8.7033	792	0.7592	0.4688	0.7592	0.8713
0.517	8.7253	794	0.7532	0.4688	0.7532	0.8679
0.517	8.7473	796	0.7577	0.4764	0.7577	0.8705
0.517	8.7692	798	0.7735	0.4764	0.7735	0.8795
0.517	8.7912	800	0.7932	0.4683	0.7932	0.8906
0.517	8.8132	802	0.8191	0.4549	0.8191	0.9051
0.517	8.8352	804	0.8405	0.4725	0.8405	0.9168
0.517	8.8571	806	0.8542	0.4715	0.8542	0.9242
0.517	8.8791	808	0.8650	0.4715	0.8650	0.9300
0.517	8.9011	810	0.8631	0.4715	0.8631	0.9291
0.517	8.9231	812	0.8529	0.4725	0.8529	0.9235
0.517	8.9451	814	0.8370	0.4614	0.8370	0.9149
0.517	8.9670	816	0.8178	0.4686	0.8178	0.9043
0.517	8.9890	818	0.7942	0.4627	0.7942	0.8912
0.517	9.0110	820	0.7728	0.4839	0.7728	0.8791
0.517	9.0330	822	0.7598	0.4839	0.7598	0.8716
0.517	9.0549	824	0.7516	0.4764	0.7516	0.8670
0.517	9.0769	826	0.7386	0.4764	0.7386	0.8594
0.517	9.0989	828	0.7320	0.4764	0.7320	0.8556
0.517	9.1209	830	0.7328	0.4688	0.7328	0.8560
0.517	9.1429	832	0.7390	0.4688	0.7390	0.8597
0.517	9.1648	834	0.7470	0.4868	0.7470	0.8643
0.517	9.1868	836	0.7472	0.4868	0.7472	0.8644
0.517	9.2088	838	0.7508	0.4868	0.7508	0.8665
0.517	9.2308	840	0.7504	0.4868	0.7504	0.8662
0.517	9.2527	842	0.7456	0.4868	0.7456	0.8635
0.517	9.2747	844	0.7379	0.4688	0.7379	0.8590
0.517	9.2967	846	0.7338	0.4764	0.7338	0.8566
0.517	9.3187	848	0.7347	0.4764	0.7347	0.8572
0.517	9.3407	850	0.7431	0.4764	0.7431	0.8621
0.517	9.3626	852	0.7497	0.4627	0.7497	0.8659
0.517	9.3846	854	0.7504	0.4627	0.7504	0.8662
0.517	9.4066	856	0.7509	0.4627	0.7509	0.8665
0.517	9.4286	858	0.7519	0.4627	0.7519	0.8671
0.517	9.4505	860	0.7506	0.4627	0.7506	0.8664
0.517	9.4725	862	0.7514	0.4627	0.7514	0.8668
0.517	9.4945	864	0.7550	0.4627	0.7550	0.8689
0.517	9.5165	866	0.7588	0.4627	0.7588	0.8711
0.517	9.5385	868	0.7636	0.4552	0.7636	0.8738
0.517	9.5604	870	0.7652	0.4740	0.7652	0.8747
0.517	9.5824	872	0.7658	0.4552	0.7658	0.8751
0.517	9.6044	874	0.7700	0.4740	0.7700	0.8775
0.517	9.6264	876	0.7721	0.4740	0.7721	0.8787
0.517	9.6484	878	0.7725	0.4552	0.7725	0.8789
0.517	9.6703	880	0.7732	0.4552	0.7732	0.8793
0.517	9.6923	882	0.7722	0.4627	0.7722	0.8788
0.517	9.7143	884	0.7695	0.4627	0.7695	0.8772
0.517	9.7363	886	0.7660	0.4627	0.7660	0.8752
0.517	9.7582	888	0.7641	0.4701	0.7641	0.8741
0.517	9.7802	890	0.7617	0.4701	0.7617	0.8728
0.517	9.8022	892	0.7614	0.4701	0.7614	0.8726
0.517	9.8242	894	0.7624	0.4701	0.7624	0.8731
0.517	9.8462	896	0.7621	0.4701	0.7621	0.8730
0.517	9.8681	898	0.7625	0.4701	0.7625	0.8732
0.517	9.8901	900	0.7630	0.4701	0.7630	0.8735
0.517	9.9121	902	0.7626	0.4701	0.7626	0.8733
0.517	9.9341	904	0.7630	0.4701	0.7630	0.8735
0.517	9.9560	906	0.7632	0.4701	0.7632	0.8736
0.517	9.9780	908	0.7633	0.4701	0.7633	0.8736
0.517	10.0	910	0.7634	0.4701	0.7634	0.8737

Framework versions

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