ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k13_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: 0.8105
• Qwk: 0.6590
• Mse: 0.8105
• Rmse: 0.9003

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	0.0274	2	5.0710	-0.0195	5.0710	2.2519
No log	0.0548	4	2.8891	0.0853	2.8891	1.6997
No log	0.0822	6	1.9467	0.1302	1.9467	1.3952
No log	0.1096	8	1.5543	0.1202	1.5543	1.2467
No log	0.1370	10	1.1486	0.2689	1.1486	1.0717
No log	0.1644	12	1.0825	0.2793	1.0825	1.0404
No log	0.1918	14	1.2104	0.3270	1.2104	1.1002
No log	0.2192	16	1.0724	0.3306	1.0724	1.0356
No log	0.2466	18	1.0843	0.3363	1.0843	1.0413
No log	0.2740	20	1.1576	0.3174	1.1576	1.0759
No log	0.3014	22	1.2197	0.3568	1.2197	1.1044
No log	0.3288	24	1.6571	0.2077	1.6571	1.2873
No log	0.3562	26	1.5061	0.2295	1.5061	1.2272
No log	0.3836	28	1.0736	0.3876	1.0736	1.0361
No log	0.4110	30	0.8725	0.4744	0.8725	0.9341
No log	0.4384	32	1.0453	0.4568	1.0453	1.0224
No log	0.4658	34	1.3769	0.4067	1.3769	1.1734
No log	0.4932	36	1.3721	0.4131	1.3721	1.1714
No log	0.5205	38	1.1764	0.4891	1.1764	1.0846
No log	0.5479	40	0.8291	0.5317	0.8291	0.9105
No log	0.5753	42	0.8656	0.5558	0.8656	0.9304
No log	0.6027	44	0.9004	0.5568	0.9004	0.9489
No log	0.6301	46	0.8265	0.5737	0.8265	0.9091
No log	0.6575	48	0.8517	0.5761	0.8517	0.9229
No log	0.6849	50	0.9475	0.5642	0.9475	0.9734
No log	0.7123	52	0.8684	0.5870	0.8684	0.9319
No log	0.7397	54	1.0294	0.4612	1.0294	1.0146
No log	0.7671	56	1.6782	0.2884	1.6782	1.2955
No log	0.7945	58	1.9257	0.2555	1.9257	1.3877
No log	0.8219	60	1.5633	0.2912	1.5633	1.2503
No log	0.8493	62	0.9656	0.4592	0.9656	0.9826
No log	0.8767	64	0.7594	0.6180	0.7594	0.8714
No log	0.9041	66	0.9747	0.5492	0.9747	0.9872
No log	0.9315	68	0.9703	0.5492	0.9703	0.9850
No log	0.9589	70	0.7881	0.6274	0.7881	0.8878
No log	0.9863	72	0.6940	0.6261	0.6940	0.8331
No log	1.0137	74	0.8372	0.5667	0.8372	0.9150
No log	1.0411	76	0.8608	0.5540	0.8608	0.9278
No log	1.0685	78	0.7546	0.6921	0.7546	0.8687
No log	1.0959	80	0.7829	0.6933	0.7829	0.8848
No log	1.1233	82	0.7673	0.7375	0.7673	0.8760
No log	1.1507	84	0.8077	0.6658	0.8077	0.8987
No log	1.1781	86	0.8916	0.6463	0.8916	0.9442
No log	1.2055	88	0.8107	0.6799	0.8107	0.9004
No log	1.2329	90	0.7328	0.7578	0.7328	0.8560
No log	1.2603	92	0.8301	0.6811	0.8301	0.9111
No log	1.2877	94	0.9053	0.6629	0.9053	0.9515
No log	1.3151	96	0.7683	0.7131	0.7683	0.8765
No log	1.3425	98	0.6846	0.7503	0.6846	0.8274
No log	1.3699	100	0.7427	0.6962	0.7427	0.8618
No log	1.3973	102	1.0014	0.6519	1.0014	1.0007
No log	1.4247	104	0.9427	0.6440	0.9427	0.9709
No log	1.4521	106	0.7338	0.6775	0.7338	0.8566
No log	1.4795	108	0.6576	0.6887	0.6576	0.8109
No log	1.5068	110	0.6522	0.7104	0.6522	0.8076
No log	1.5342	112	0.7198	0.7161	0.7198	0.8484
No log	1.5616	114	0.9057	0.6822	0.9057	0.9517
No log	1.5890	116	1.0566	0.6376	1.0566	1.0279
No log	1.6164	118	1.0907	0.6216	1.0907	1.0444
No log	1.6438	120	1.0043	0.6458	1.0043	1.0022
No log	1.6712	122	0.7660	0.7125	0.7660	0.8752
No log	1.6986	124	0.6785	0.7269	0.6785	0.8237
No log	1.7260	126	0.6811	0.7393	0.6811	0.8253
No log	1.7534	128	0.7104	0.7134	0.7104	0.8428
No log	1.7808	130	0.8014	0.5960	0.8014	0.8952
No log	1.8082	132	0.7826	0.6275	0.7826	0.8846
No log	1.8356	134	0.6571	0.7051	0.6571	0.8106
No log	1.8630	136	0.6314	0.7187	0.6314	0.7946
No log	1.8904	138	0.6691	0.7114	0.6691	0.8180
No log	1.9178	140	0.6467	0.7286	0.6467	0.8042
No log	1.9452	142	0.7151	0.7299	0.7151	0.8457
No log	1.9726	144	0.7538	0.6694	0.7538	0.8682
No log	2.0	146	0.6925	0.7162	0.6925	0.8321
No log	2.0274	148	0.6904	0.7178	0.6904	0.8309
No log	2.0548	150	0.6746	0.7183	0.6746	0.8213
No log	2.0822	152	0.6666	0.7074	0.6666	0.8164
No log	2.1096	154	0.6904	0.7254	0.6904	0.8309
No log	2.1370	156	0.7129	0.6868	0.7129	0.8444
No log	2.1644	158	0.6869	0.7337	0.6869	0.8288
No log	2.1918	160	0.7629	0.6527	0.7629	0.8734
No log	2.2192	162	0.8559	0.6440	0.8559	0.9251
No log	2.2466	164	0.7547	0.6924	0.7547	0.8687
No log	2.2740	166	0.7491	0.7041	0.7491	0.8655
No log	2.3014	168	0.7246	0.7247	0.7246	0.8513
No log	2.3288	170	0.7908	0.6876	0.7908	0.8893
No log	2.3562	172	0.8232	0.6865	0.8232	0.9073
No log	2.3836	174	0.7725	0.7015	0.7725	0.8789
No log	2.4110	176	0.7213	0.7298	0.7213	0.8493
No log	2.4384	178	0.7663	0.7130	0.7663	0.8754
No log	2.4658	180	0.8146	0.6838	0.8146	0.9025
No log	2.4932	182	0.8393	0.6758	0.8393	0.9162
No log	2.5205	184	0.7109	0.7508	0.7109	0.8432
No log	2.5479	186	0.6765	0.7140	0.6765	0.8225
No log	2.5753	188	0.6842	0.7106	0.6842	0.8272
No log	2.6027	190	0.7133	0.7384	0.7133	0.8446
No log	2.6301	192	0.7226	0.7279	0.7226	0.8501
No log	2.6575	194	0.8050	0.6845	0.8050	0.8972
No log	2.6849	196	0.9802	0.6180	0.9802	0.9900
No log	2.7123	198	0.8686	0.6150	0.8686	0.9320
No log	2.7397	200	0.7007	0.7356	0.7007	0.8371
No log	2.7671	202	0.6929	0.7686	0.6929	0.8324
No log	2.7945	204	0.6656	0.7669	0.6656	0.8158
No log	2.8219	206	0.6338	0.7219	0.6338	0.7961
No log	2.8493	208	0.6505	0.6953	0.6505	0.8065
No log	2.8767	210	0.6195	0.7213	0.6195	0.7871
No log	2.9041	212	0.7392	0.7497	0.7392	0.8598
No log	2.9315	214	0.9109	0.6615	0.9109	0.9544
No log	2.9589	216	0.9601	0.6533	0.9601	0.9798
No log	2.9863	218	0.8504	0.6624	0.8504	0.9222
No log	3.0137	220	0.7531	0.7227	0.7531	0.8678
No log	3.0411	222	0.7248	0.7305	0.7248	0.8513
No log	3.0685	224	0.6971	0.7237	0.6971	0.8349
No log	3.0959	226	0.6922	0.6840	0.6922	0.8320
No log	3.1233	228	0.7059	0.6700	0.7059	0.8402
No log	3.1507	230	0.6894	0.6866	0.6894	0.8303
No log	3.1781	232	0.6433	0.7183	0.6433	0.8021
No log	3.2055	234	0.6342	0.7251	0.6342	0.7964
No log	3.2329	236	0.6227	0.7234	0.6227	0.7891
No log	3.2603	238	0.6167	0.7256	0.6167	0.7853
No log	3.2877	240	0.6204	0.7316	0.6204	0.7876
No log	3.3151	242	0.6351	0.7522	0.6351	0.7969
No log	3.3425	244	0.6339	0.7555	0.6339	0.7962
No log	3.3699	246	0.6287	0.7424	0.6287	0.7929
No log	3.3973	248	0.6249	0.7477	0.6249	0.7905
No log	3.4247	250	0.6253	0.7472	0.6253	0.7908
No log	3.4521	252	0.6281	0.7533	0.6281	0.7925
No log	3.4795	254	0.6305	0.7441	0.6305	0.7941
No log	3.5068	256	0.6432	0.7533	0.6432	0.8020
No log	3.5342	258	0.6657	0.7487	0.6657	0.8159
No log	3.5616	260	0.6760	0.7434	0.6760	0.8222
No log	3.5890	262	0.6500	0.7358	0.6500	0.8062
No log	3.6164	264	0.6445	0.7307	0.6445	0.8028
No log	3.6438	266	0.6615	0.7213	0.6615	0.8133
No log	3.6712	268	0.6999	0.7420	0.6999	0.8366
No log	3.6986	270	0.7862	0.6846	0.7862	0.8867
No log	3.7260	272	0.8555	0.7038	0.8555	0.9250
No log	3.7534	274	0.9118	0.6747	0.9118	0.9549
No log	3.7808	276	0.8444	0.6890	0.8444	0.9189
No log	3.8082	278	0.7977	0.7044	0.7977	0.8931
No log	3.8356	280	0.7537	0.7232	0.7537	0.8682
No log	3.8630	282	0.8321	0.6752	0.8321	0.9122
No log	3.8904	284	0.9787	0.6572	0.9787	0.9893
No log	3.9178	286	1.0440	0.6661	1.0440	1.0218
No log	3.9452	288	0.8997	0.6655	0.8997	0.9485
No log	3.9726	290	0.7869	0.6990	0.7869	0.8871
No log	4.0	292	0.7603	0.7084	0.7603	0.8719
No log	4.0274	294	0.7212	0.7221	0.7212	0.8492
No log	4.0548	296	0.6571	0.7376	0.6571	0.8106
No log	4.0822	298	0.6355	0.7081	0.6355	0.7972
No log	4.1096	300	0.6219	0.7120	0.6219	0.7886
No log	4.1370	302	0.6190	0.7428	0.6190	0.7868
No log	4.1644	304	0.6371	0.7470	0.6371	0.7982
No log	4.1918	306	0.6814	0.7628	0.6814	0.8255
No log	4.2192	308	0.7005	0.7435	0.7005	0.8370
No log	4.2466	310	0.7224	0.7269	0.7224	0.8500
No log	4.2740	312	0.7455	0.7153	0.7455	0.8634
No log	4.3014	314	0.7718	0.7234	0.7718	0.8785
No log	4.3288	316	0.7335	0.7271	0.7335	0.8564
No log	4.3562	318	0.7333	0.7406	0.7333	0.8563
No log	4.3836	320	0.7431	0.7254	0.7431	0.8620
No log	4.4110	322	0.7353	0.7264	0.7353	0.8575
No log	4.4384	324	0.7334	0.7284	0.7334	0.8564
No log	4.4658	326	0.7893	0.7034	0.7893	0.8884
No log	4.4932	328	0.9330	0.6383	0.9330	0.9659
No log	4.5205	330	0.9599	0.6503	0.9599	0.9797
No log	4.5479	332	0.9317	0.6454	0.9317	0.9653
No log	4.5753	334	0.9035	0.6292	0.9035	0.9505
No log	4.6027	336	0.7995	0.6432	0.7995	0.8941
No log	4.6301	338	0.7257	0.6930	0.7257	0.8519
No log	4.6575	340	0.7152	0.7102	0.7152	0.8457
No log	4.6849	342	0.7928	0.6872	0.7928	0.8904
No log	4.7123	344	0.9819	0.6452	0.9819	0.9909
No log	4.7397	346	1.1127	0.6438	1.1127	1.0548
No log	4.7671	348	1.0552	0.6429	1.0552	1.0272
No log	4.7945	350	0.8822	0.6459	0.8822	0.9392
No log	4.8219	352	0.7071	0.7055	0.7071	0.8409
No log	4.8493	354	0.6457	0.7099	0.6457	0.8035
No log	4.8767	356	0.6513	0.7102	0.6513	0.8071
No log	4.9041	358	0.6448	0.7035	0.6448	0.8030
No log	4.9315	360	0.6654	0.7087	0.6654	0.8157
No log	4.9589	362	0.7461	0.6881	0.7461	0.8638
No log	4.9863	364	0.8356	0.6687	0.8356	0.9141
No log	5.0137	366	0.9023	0.6580	0.9023	0.9499
No log	5.0411	368	0.8758	0.6551	0.8758	0.9359
No log	5.0685	370	0.8618	0.6551	0.8618	0.9283
No log	5.0959	372	0.7669	0.6996	0.7669	0.8757
No log	5.1233	374	0.7062	0.7183	0.7062	0.8404
No log	5.1507	376	0.6850	0.7300	0.6850	0.8276
No log	5.1781	378	0.6992	0.7166	0.6992	0.8362
No log	5.2055	380	0.7437	0.6949	0.7437	0.8624
No log	5.2329	382	0.7576	0.6746	0.7576	0.8704
No log	5.2603	384	0.7341	0.7276	0.7341	0.8568
No log	5.2877	386	0.7079	0.7158	0.7079	0.8414
No log	5.3151	388	0.7015	0.7116	0.7015	0.8376
No log	5.3425	390	0.7061	0.7256	0.7061	0.8403
No log	5.3699	392	0.7292	0.7296	0.7292	0.8539
No log	5.3973	394	0.7980	0.6946	0.7980	0.8933
No log	5.4247	396	0.8798	0.6523	0.8798	0.9380
No log	5.4521	398	0.8806	0.6578	0.8806	0.9384
No log	5.4795	400	0.8128	0.6876	0.8128	0.9015
No log	5.5068	402	0.7407	0.7239	0.7407	0.8606
No log	5.5342	404	0.7323	0.7116	0.7323	0.8557
No log	5.5616	406	0.7693	0.6935	0.7693	0.8771
No log	5.5890	408	0.7878	0.6977	0.7878	0.8876
No log	5.6164	410	0.7988	0.6933	0.7988	0.8938
No log	5.6438	412	0.7954	0.6899	0.7954	0.8918
No log	5.6712	414	0.7842	0.6785	0.7842	0.8855
No log	5.6986	416	0.7675	0.6917	0.7675	0.8761
No log	5.7260	418	0.7677	0.6912	0.7677	0.8762
No log	5.7534	420	0.7520	0.6851	0.7520	0.8672
No log	5.7808	422	0.7950	0.6726	0.7950	0.8916
No log	5.8082	424	0.8531	0.6424	0.8531	0.9237
No log	5.8356	426	0.8721	0.6398	0.8721	0.9339
No log	5.8630	428	0.8751	0.6438	0.8751	0.9355
No log	5.8904	430	0.9218	0.6613	0.9218	0.9601
No log	5.9178	432	0.9718	0.6550	0.9718	0.9858
No log	5.9452	434	0.9513	0.6550	0.9513	0.9754
No log	5.9726	436	0.8523	0.6669	0.8523	0.9232
No log	6.0	438	0.7490	0.7105	0.7490	0.8655
No log	6.0274	440	0.6691	0.7181	0.6691	0.8180
No log	6.0548	442	0.6459	0.7116	0.6459	0.8037
No log	6.0822	444	0.6598	0.7209	0.6598	0.8123
No log	6.1096	446	0.7035	0.7016	0.7035	0.8388
No log	6.1370	448	0.7803	0.6969	0.7803	0.8834
No log	6.1644	450	0.8685	0.6664	0.8685	0.9319
No log	6.1918	452	0.9327	0.6641	0.9327	0.9658
No log	6.2192	454	0.9604	0.6582	0.9604	0.9800
No log	6.2466	456	0.8988	0.6529	0.8988	0.9481
No log	6.2740	458	0.8524	0.6748	0.8524	0.9233
No log	6.3014	460	0.7975	0.6759	0.7975	0.8930
No log	6.3288	462	0.7378	0.7275	0.7378	0.8589
No log	6.3562	464	0.7270	0.7217	0.7270	0.8526
No log	6.3836	466	0.7421	0.7058	0.7421	0.8614
No log	6.4110	468	0.7847	0.6678	0.7847	0.8858
No log	6.4384	470	0.8542	0.6589	0.8542	0.9242
No log	6.4658	472	0.9603	0.6339	0.9603	0.9800
No log	6.4932	474	1.0113	0.6396	1.0113	1.0057
No log	6.5205	476	1.0027	0.6396	1.0027	1.0014
No log	6.5479	478	0.9413	0.6410	0.9413	0.9702
No log	6.5753	480	0.8918	0.6488	0.8918	0.9444
No log	6.6027	482	0.8568	0.6556	0.8568	0.9257
No log	6.6301	484	0.8145	0.6549	0.8145	0.9025
No log	6.6575	486	0.8009	0.6449	0.8009	0.8949
No log	6.6849	488	0.8098	0.6553	0.8098	0.8999
No log	6.7123	490	0.8210	0.6452	0.8210	0.9061
No log	6.7397	492	0.8415	0.6311	0.8415	0.9173
No log	6.7671	494	0.9061	0.6465	0.9061	0.9519
No log	6.7945	496	0.9405	0.6463	0.9405	0.9698
No log	6.8219	498	0.9303	0.6463	0.9303	0.9645
0.4428	6.8493	500	0.8811	0.6479	0.8811	0.9387
0.4428	6.8767	502	0.8173	0.6449	0.8173	0.9040
0.4428	6.9041	504	0.7421	0.6970	0.7421	0.8614
0.4428	6.9315	506	0.6990	0.7234	0.6990	0.8361
0.4428	6.9589	508	0.6966	0.7234	0.6966	0.8346
0.4428	6.9863	510	0.7161	0.7149	0.7161	0.8462
0.4428	7.0137	512	0.7503	0.6662	0.7503	0.8662
0.4428	7.0411	514	0.7768	0.6554	0.7768	0.8814
0.4428	7.0685	516	0.8358	0.6473	0.8358	0.9142
0.4428	7.0959	518	0.8946	0.6410	0.8946	0.9458
0.4428	7.1233	520	0.9902	0.6535	0.9902	0.9951
0.4428	7.1507	522	1.0359	0.6566	1.0359	1.0178
0.4428	7.1781	524	1.0026	0.6596	1.0026	1.0013
0.4428	7.2055	526	0.9439	0.6552	0.9439	0.9715
0.4428	7.2329	528	0.8685	0.6470	0.8685	0.9319
0.4428	7.2603	530	0.7754	0.6718	0.7754	0.8805
0.4428	7.2877	532	0.7292	0.6959	0.7292	0.8539
0.4428	7.3151	534	0.7151	0.7202	0.7151	0.8456
0.4428	7.3425	536	0.7287	0.6935	0.7287	0.8536
0.4428	7.3699	538	0.7462	0.6713	0.7462	0.8638
0.4428	7.3973	540	0.7813	0.6529	0.7813	0.8839
0.4428	7.4247	542	0.8208	0.6170	0.8208	0.9060
0.4428	7.4521	544	0.8234	0.6260	0.8234	0.9074
0.4428	7.4795	546	0.7908	0.6486	0.7908	0.8893
0.4428	7.5068	548	0.7535	0.6713	0.7535	0.8680
0.4428	7.5342	550	0.7357	0.6821	0.7357	0.8577
0.4428	7.5616	552	0.7166	0.6828	0.7166	0.8465
0.4428	7.5890	554	0.7240	0.6888	0.7240	0.8509
0.4428	7.6164	556	0.7351	0.6876	0.7351	0.8574
0.4428	7.6438	558	0.7306	0.6876	0.7306	0.8548
0.4428	7.6712	560	0.7558	0.6779	0.7558	0.8694
0.4428	7.6986	562	0.7741	0.6815	0.7741	0.8798
0.4428	7.7260	564	0.7558	0.6815	0.7558	0.8693
0.4428	7.7534	566	0.7261	0.6886	0.7261	0.8521
0.4428	7.7808	568	0.7151	0.7063	0.7151	0.8456
0.4428	7.8082	570	0.6937	0.7188	0.6937	0.8329
0.4428	7.8356	572	0.6999	0.6917	0.6999	0.8366
0.4428	7.8630	574	0.7168	0.6979	0.7168	0.8467
0.4428	7.8904	576	0.7419	0.6676	0.7419	0.8613
0.4428	7.9178	578	0.7639	0.6722	0.7639	0.8740
0.4428	7.9452	580	0.7732	0.6740	0.7732	0.8793
0.4428	7.9726	582	0.7806	0.6749	0.7806	0.8835
0.4428	8.0	584	0.7870	0.6732	0.7870	0.8872
0.4428	8.0274	586	0.8151	0.6623	0.8151	0.9028
0.4428	8.0548	588	0.8221	0.6607	0.8221	0.9067
0.4428	8.0822	590	0.8204	0.6607	0.8204	0.9057
0.4428	8.1096	592	0.7944	0.6687	0.7944	0.8913
0.4428	8.1370	594	0.7803	0.6760	0.7803	0.8834
0.4428	8.1644	596	0.7539	0.6783	0.7539	0.8683
0.4428	8.1918	598	0.7329	0.7085	0.7329	0.8561
0.4428	8.2192	600	0.7055	0.7288	0.7055	0.8400
0.4428	8.2466	602	0.6966	0.7208	0.6966	0.8346
0.4428	8.2740	604	0.6992	0.7208	0.6992	0.8362
0.4428	8.3014	606	0.7099	0.7181	0.7099	0.8425
0.4428	8.3288	608	0.7417	0.6861	0.7417	0.8612
0.4428	8.3562	610	0.7777	0.6628	0.7777	0.8819
0.4428	8.3836	612	0.8040	0.6577	0.8040	0.8966
0.4428	8.4110	614	0.8061	0.6561	0.8061	0.8979
0.4428	8.4384	616	0.7934	0.6577	0.7934	0.8907
0.4428	8.4658	618	0.7662	0.6618	0.7662	0.8753
0.4428	8.4932	620	0.7483	0.6741	0.7483	0.8650
0.4428	8.5205	622	0.7514	0.6741	0.7514	0.8669
0.4428	8.5479	624	0.7771	0.6635	0.7771	0.8815
0.4428	8.5753	626	0.7894	0.6664	0.7894	0.8885
0.4428	8.6027	628	0.8072	0.6483	0.8072	0.8984
0.4428	8.6301	630	0.8078	0.6483	0.8078	0.8988
0.4428	8.6575	632	0.7960	0.6687	0.7960	0.8922
0.4428	8.6849	634	0.7924	0.6687	0.7924	0.8902
0.4428	8.7123	636	0.7850	0.6963	0.7850	0.8860
0.4428	8.7397	638	0.7855	0.6963	0.7855	0.8863
0.4428	8.7671	640	0.7919	0.6703	0.7919	0.8899
0.4428	8.7945	642	0.8006	0.6572	0.8006	0.8947
0.4428	8.8219	644	0.8101	0.6631	0.8101	0.9000
0.4428	8.8493	646	0.8142	0.6664	0.8142	0.9023
0.4428	8.8767	648	0.8302	0.6576	0.8302	0.9112
0.4428	8.9041	650	0.8435	0.6561	0.8435	0.9184
0.4428	8.9315	652	0.8691	0.6532	0.8691	0.9322
0.4428	8.9589	654	0.8756	0.6532	0.8756	0.9357
0.4428	8.9863	656	0.8676	0.6532	0.8676	0.9314
0.4428	9.0137	658	0.8710	0.6532	0.8710	0.9333
0.4428	9.0411	660	0.8628	0.6532	0.8628	0.9289
0.4428	9.0685	662	0.8649	0.6529	0.8649	0.9300
0.4428	9.0959	664	0.8571	0.6529	0.8571	0.9258
0.4428	9.1233	666	0.8368	0.6551	0.8368	0.9148
0.4428	9.1507	668	0.8096	0.6581	0.8096	0.8998
0.4428	9.1781	670	0.7796	0.6723	0.7796	0.8830
0.4428	9.2055	672	0.7573	0.6826	0.7573	0.8702
0.4428	9.2329	674	0.7410	0.6868	0.7410	0.8608
0.4428	9.2603	676	0.7352	0.7044	0.7352	0.8574
0.4428	9.2877	678	0.7391	0.6868	0.7391	0.8597
0.4428	9.3151	680	0.7474	0.6868	0.7474	0.8646
0.4428	9.3425	682	0.7606	0.6868	0.7606	0.8721
0.4428	9.3699	684	0.7681	0.6705	0.7681	0.8764
0.4428	9.3973	686	0.7783	0.6723	0.7783	0.8822
0.4428	9.4247	688	0.7913	0.6544	0.7913	0.8895
0.4428	9.4521	690	0.8023	0.6606	0.8023	0.8957
0.4428	9.4795	692	0.8085	0.6606	0.8085	0.8992
0.4428	9.5068	694	0.8152	0.6606	0.8152	0.9029
0.4428	9.5342	696	0.8194	0.6590	0.8194	0.9052
0.4428	9.5616	698	0.8235	0.6590	0.8235	0.9075
0.4428	9.5890	700	0.8297	0.6570	0.8297	0.9109
0.4428	9.6164	702	0.8291	0.6585	0.8291	0.9106
0.4428	9.6438	704	0.8249	0.6585	0.8249	0.9082
0.4428	9.6712	706	0.8235	0.6585	0.8235	0.9075
0.4428	9.6986	708	0.8196	0.6590	0.8196	0.9053
0.4428	9.7260	710	0.8209	0.6574	0.8209	0.9061
0.4428	9.7534	712	0.8208	0.6574	0.8208	0.9060
0.4428	9.7808	714	0.8209	0.6574	0.8209	0.9060
0.4428	9.8082	716	0.8194	0.6574	0.8194	0.9052
0.4428	9.8356	718	0.8171	0.6574	0.8171	0.9039
0.4428	9.8630	720	0.8156	0.6574	0.8156	0.9031
0.4428	9.8904	722	0.8132	0.6590	0.8132	0.9018
0.4428	9.9178	724	0.8118	0.6590	0.8118	0.9010
0.4428	9.9452	726	0.8110	0.6590	0.8110	0.9005
0.4428	9.9726	728	0.8106	0.6590	0.8106	0.9004
0.4428	10.0	730	0.8105	0.6590	0.8105	0.9003

Framework versions

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