ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k14_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: 0.7877
• Qwk: 0.6387
• Mse: 0.7877
• Rmse: 0.8875

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	0.0556	2	7.9049	-0.0425	7.9049	2.8116
No log	0.1111	4	5.6234	-0.0411	5.6234	2.3714
No log	0.1667	6	4.0470	0.0068	4.0470	2.0117
No log	0.2222	8	3.0601	0.0987	3.0601	1.7493
No log	0.2778	10	2.3104	0.1129	2.3104	1.5200
No log	0.3333	12	1.8643	0.1286	1.8643	1.3654
No log	0.3889	14	1.6084	0.1656	1.6084	1.2682
No log	0.4444	16	1.4447	0.1236	1.4447	1.2020
No log	0.5	18	1.2598	0.2094	1.2598	1.1224
No log	0.5556	20	1.1146	0.3005	1.1146	1.0557
No log	0.6111	22	1.0360	0.3720	1.0360	1.0178
No log	0.6667	24	1.0163	0.4432	1.0163	1.0081
No log	0.7222	26	1.0235	0.4781	1.0235	1.0117
No log	0.7778	28	1.0498	0.4530	1.0498	1.0246
No log	0.8333	30	1.0579	0.4054	1.0579	1.0285
No log	0.8889	32	1.1539	0.3905	1.1539	1.0742
No log	0.9444	34	1.2353	0.3542	1.2353	1.1115
No log	1.0	36	1.2048	0.3790	1.2048	1.0976
No log	1.0556	38	1.2452	0.3772	1.2452	1.1159
No log	1.1111	40	1.1103	0.4232	1.1103	1.0537
No log	1.1667	42	0.9646	0.4618	0.9646	0.9821
No log	1.2222	44	0.9217	0.5057	0.9217	0.9601
No log	1.2778	46	0.9172	0.5057	0.9172	0.9577
No log	1.3333	48	0.9966	0.4561	0.9966	0.9983
No log	1.3889	50	1.0522	0.4467	1.0522	1.0258
No log	1.4444	52	1.0879	0.4181	1.0879	1.0430
No log	1.5	54	1.0504	0.4522	1.0504	1.0249
No log	1.5556	56	1.0407	0.4342	1.0407	1.0201
No log	1.6111	58	0.9711	0.4777	0.9711	0.9855
No log	1.6667	60	0.8396	0.5491	0.8396	0.9163
No log	1.7222	62	0.8087	0.5868	0.8087	0.8993
No log	1.7778	64	0.7905	0.5959	0.7905	0.8891
No log	1.8333	66	0.8761	0.5785	0.8761	0.9360
No log	1.8889	68	0.9856	0.5249	0.9856	0.9928
No log	1.9444	70	1.0253	0.5402	1.0253	1.0126
No log	2.0	72	0.9451	0.5586	0.9451	0.9722
No log	2.0556	74	0.9387	0.5586	0.9387	0.9689
No log	2.1111	76	0.9828	0.5635	0.9828	0.9914
No log	2.1667	78	1.1183	0.4817	1.1183	1.0575
No log	2.2222	80	1.0050	0.5569	1.0050	1.0025
No log	2.2778	82	0.8746	0.5870	0.8746	0.9352
No log	2.3333	84	0.7421	0.6523	0.7421	0.8614
No log	2.3889	86	0.7175	0.6690	0.7175	0.8470
No log	2.4444	88	0.7870	0.6580	0.7870	0.8871
No log	2.5	90	0.9357	0.6000	0.9357	0.9673
No log	2.5556	92	0.9787	0.5466	0.9787	0.9893
No log	2.6111	94	0.8725	0.6633	0.8725	0.9341
No log	2.6667	96	0.7152	0.6629	0.7152	0.8457
No log	2.7222	98	0.6725	0.6905	0.6725	0.8200
No log	2.7778	100	0.6623	0.6934	0.6623	0.8138
No log	2.8333	102	0.6685	0.6956	0.6685	0.8176
No log	2.8889	104	0.7126	0.6835	0.7126	0.8442
No log	2.9444	106	0.8672	0.6411	0.8672	0.9312
No log	3.0	108	0.9875	0.5902	0.9875	0.9937
No log	3.0556	110	0.9496	0.6137	0.9496	0.9745
No log	3.1111	112	0.8227	0.6341	0.8227	0.9070
No log	3.1667	114	0.6907	0.6991	0.6907	0.8311
No log	3.2222	116	0.6310	0.7320	0.6310	0.7943
No log	3.2778	118	0.6475	0.7200	0.6475	0.8046
No log	3.3333	120	0.7217	0.6833	0.7217	0.8495
No log	3.3889	122	1.0081	0.5811	1.0081	1.0040
No log	3.4444	124	1.1901	0.5081	1.1901	1.0909
No log	3.5	126	1.0906	0.5444	1.0906	1.0443
No log	3.5556	128	0.8124	0.6415	0.8124	0.9013
No log	3.6111	130	0.6695	0.6924	0.6695	0.8183
No log	3.6667	132	0.6152	0.7202	0.6152	0.7844
No log	3.7222	134	0.6132	0.7224	0.6132	0.7830
No log	3.7778	136	0.6513	0.7009	0.6513	0.8070
No log	3.8333	138	0.7490	0.6741	0.7490	0.8654
No log	3.8889	140	0.8665	0.6601	0.8665	0.9309
No log	3.9444	142	0.9503	0.6015	0.9503	0.9748
No log	4.0	144	0.9424	0.6213	0.9424	0.9708
No log	4.0556	146	0.8504	0.6601	0.8504	0.9221
No log	4.1111	148	0.6936	0.6841	0.6936	0.8328
No log	4.1667	150	0.6132	0.7202	0.6132	0.7831
No log	4.2222	152	0.5957	0.7431	0.5957	0.7718
No log	4.2778	154	0.6027	0.7253	0.6027	0.7763
No log	4.3333	156	0.6446	0.7136	0.6446	0.8029
No log	4.3889	158	0.8247	0.6667	0.8247	0.9081
No log	4.4444	160	1.1283	0.5267	1.1283	1.0622
No log	4.5	162	1.1843	0.5100	1.1843	1.0883
No log	4.5556	164	0.9935	0.6118	0.9935	0.9967
No log	4.6111	166	0.7888	0.6625	0.7888	0.8882
No log	4.6667	168	0.6175	0.7306	0.6175	0.7858
No log	4.7222	170	0.5819	0.7330	0.5819	0.7628
No log	4.7778	172	0.5957	0.7408	0.5957	0.7718
No log	4.8333	174	0.6852	0.6848	0.6852	0.8277
No log	4.8889	176	0.8277	0.6629	0.8277	0.9098
No log	4.9444	178	0.8014	0.6623	0.8014	0.8952
No log	5.0	180	0.7202	0.6813	0.7202	0.8487
No log	5.0556	182	0.6358	0.7381	0.6358	0.7974
No log	5.1111	184	0.6357	0.7342	0.6357	0.7973
No log	5.1667	186	0.6579	0.7187	0.6579	0.8111
No log	5.2222	188	0.6676	0.7024	0.6676	0.8171
No log	5.2778	190	0.7069	0.6973	0.7069	0.8408
No log	5.3333	192	0.7264	0.6902	0.7264	0.8523
No log	5.3889	194	0.6711	0.7017	0.6711	0.8192
No log	5.4444	196	0.6653	0.7172	0.6653	0.8157
No log	5.5	198	0.6868	0.7080	0.6868	0.8287
No log	5.5556	200	0.6688	0.7158	0.6688	0.8178
No log	5.6111	202	0.6658	0.7164	0.6658	0.8160
No log	5.6667	204	0.6575	0.7145	0.6575	0.8109
No log	5.7222	206	0.6663	0.7176	0.6663	0.8163
No log	5.7778	208	0.6675	0.7280	0.6675	0.8170
No log	5.8333	210	0.6504	0.7388	0.6504	0.8065
No log	5.8889	212	0.6394	0.7450	0.6394	0.7997
No log	5.9444	214	0.6404	0.7450	0.6404	0.8002
No log	6.0	216	0.6482	0.7490	0.6482	0.8051
No log	6.0556	218	0.6602	0.6838	0.6602	0.8126
No log	6.1111	220	0.6715	0.7271	0.6715	0.8194
No log	6.1667	222	0.6804	0.7474	0.6804	0.8248
No log	6.2222	224	0.7184	0.7104	0.7184	0.8476
No log	6.2778	226	0.7225	0.7155	0.7225	0.8500
No log	6.3333	228	0.7189	0.7106	0.7189	0.8479
No log	6.3889	230	0.6946	0.7216	0.6946	0.8334
No log	6.4444	232	0.7072	0.6876	0.7072	0.8409
No log	6.5	234	0.7172	0.6887	0.7172	0.8469
No log	6.5556	236	0.7178	0.7126	0.7178	0.8473
No log	6.6111	238	0.7206	0.7139	0.7206	0.8489
No log	6.6667	240	0.7325	0.7207	0.7325	0.8559
No log	6.7222	242	0.7554	0.7061	0.7554	0.8691
No log	6.7778	244	0.7344	0.7116	0.7344	0.8570
No log	6.8333	246	0.7459	0.6785	0.7459	0.8637
No log	6.8889	248	0.7028	0.7189	0.7028	0.8383
No log	6.9444	250	0.6746	0.7356	0.6746	0.8213
No log	7.0	252	0.6930	0.6929	0.6930	0.8325
No log	7.0556	254	0.6834	0.6960	0.6834	0.8267
No log	7.1111	256	0.6785	0.7458	0.6785	0.8237
No log	7.1667	258	0.7091	0.6844	0.7091	0.8421
No log	7.2222	260	0.6954	0.7384	0.6954	0.8339
No log	7.2778	262	0.6902	0.7394	0.6902	0.8308
No log	7.3333	264	0.7223	0.7110	0.7223	0.8499
No log	7.3889	266	0.7602	0.6630	0.7602	0.8719
No log	7.4444	268	0.7135	0.7037	0.7135	0.8447
No log	7.5	270	0.6988	0.7383	0.6988	0.8359
No log	7.5556	272	0.6992	0.7492	0.6992	0.8362
No log	7.6111	274	0.7046	0.7145	0.7046	0.8394
No log	7.6667	276	0.7022	0.7103	0.7022	0.8380
No log	7.7222	278	0.6977	0.7088	0.6977	0.8353
No log	7.7778	280	0.6974	0.7234	0.6974	0.8351
No log	7.8333	282	0.7067	0.7238	0.7067	0.8407
No log	7.8889	284	0.7353	0.7140	0.7353	0.8575
No log	7.9444	286	0.7429	0.7153	0.7429	0.8619
No log	8.0	288	0.7492	0.6832	0.7492	0.8656
No log	8.0556	290	0.7843	0.6630	0.7843	0.8856
No log	8.1111	292	0.7388	0.7208	0.7388	0.8595
No log	8.1667	294	0.7777	0.6737	0.7777	0.8819
No log	8.2222	296	0.7893	0.6732	0.7893	0.8884
No log	8.2778	298	0.7071	0.6948	0.7071	0.8409
No log	8.3333	300	0.6645	0.7181	0.6645	0.8152
No log	8.3889	302	0.6772	0.7119	0.6772	0.8229
No log	8.4444	304	0.6912	0.7015	0.6912	0.8314
No log	8.5	306	0.6678	0.7206	0.6678	0.8172
No log	8.5556	308	0.6821	0.7101	0.6821	0.8259
No log	8.6111	310	0.7612	0.6726	0.7612	0.8725
No log	8.6667	312	0.7896	0.6511	0.7896	0.8886
No log	8.7222	314	0.7385	0.7146	0.7385	0.8594
No log	8.7778	316	0.7657	0.6643	0.7657	0.8751
No log	8.8333	318	0.7600	0.6814	0.7600	0.8718
No log	8.8889	320	0.7788	0.6896	0.7788	0.8825
No log	8.9444	322	0.7559	0.6999	0.7559	0.8694
No log	9.0	324	0.7144	0.7007	0.7144	0.8452
No log	9.0556	326	0.7048	0.7210	0.7048	0.8395
No log	9.1111	328	0.7160	0.7210	0.7160	0.8462
No log	9.1667	330	0.7274	0.7123	0.7274	0.8529
No log	9.2222	332	0.7583	0.6639	0.7583	0.8708
No log	9.2778	334	0.7724	0.6828	0.7724	0.8789
No log	9.3333	336	0.7873	0.6872	0.7873	0.8873
No log	9.3889	338	0.8065	0.6687	0.8065	0.8980
No log	9.4444	340	0.7937	0.6973	0.7937	0.8909
No log	9.5	342	0.8227	0.6597	0.8227	0.9070
No log	9.5556	344	0.7938	0.6606	0.7938	0.8909
No log	9.6111	346	0.7321	0.6998	0.7321	0.8556
No log	9.6667	348	0.7894	0.6572	0.7894	0.8885
No log	9.7222	350	0.7735	0.6699	0.7735	0.8795
No log	9.7778	352	0.6986	0.7030	0.6986	0.8358
No log	9.8333	354	0.7039	0.7039	0.7039	0.8390
No log	9.8889	356	0.7152	0.7213	0.7152	0.8457
No log	9.9444	358	0.7121	0.7072	0.7121	0.8439
No log	10.0	360	0.7241	0.6913	0.7241	0.8509
No log	10.0556	362	0.7415	0.6932	0.7415	0.8611
No log	10.1111	364	0.7885	0.6801	0.7885	0.8880
No log	10.1667	366	0.8460	0.6955	0.8460	0.9198
No log	10.2222	368	0.8662	0.6543	0.8662	0.9307
No log	10.2778	370	0.8206	0.6869	0.8206	0.9058
No log	10.3333	372	0.8141	0.6880	0.8141	0.9023
No log	10.3889	374	0.8392	0.6850	0.8392	0.9161
No log	10.4444	376	0.8235	0.6776	0.8235	0.9074
No log	10.5	378	0.7884	0.6854	0.7884	0.8879
No log	10.5556	380	0.7886	0.6848	0.7886	0.8880
No log	10.6111	382	0.8213	0.6758	0.8213	0.9062
No log	10.6667	384	0.8290	0.6528	0.8290	0.9105
No log	10.7222	386	0.8041	0.6818	0.8041	0.8967
No log	10.7778	388	0.7843	0.6840	0.7843	0.8856
No log	10.8333	390	0.8117	0.6639	0.8117	0.9010
No log	10.8889	392	0.8153	0.6555	0.8153	0.9029
No log	10.9444	394	0.8517	0.6461	0.8517	0.9229
No log	11.0	396	0.9266	0.6081	0.9266	0.9626
No log	11.0556	398	0.9167	0.6123	0.9167	0.9574
No log	11.1111	400	0.8650	0.6461	0.8650	0.9301
No log	11.1667	402	0.8278	0.6575	0.8278	0.9098
No log	11.2222	404	0.8078	0.6587	0.8078	0.8988
No log	11.2778	406	0.8054	0.6716	0.8054	0.8975
No log	11.3333	408	0.7600	0.6858	0.7600	0.8718
No log	11.3889	410	0.7826	0.6797	0.7826	0.8847
No log	11.4444	412	0.7927	0.6745	0.7927	0.8903
No log	11.5	414	0.8013	0.6904	0.8013	0.8952
No log	11.5556	416	0.7950	0.6708	0.7950	0.8916
No log	11.6111	418	0.8395	0.6455	0.8395	0.9162
No log	11.6667	420	0.8705	0.6360	0.8705	0.9330
No log	11.7222	422	0.8377	0.6380	0.8377	0.9152
No log	11.7778	424	0.7804	0.6678	0.7804	0.8834
No log	11.8333	426	0.8114	0.6652	0.8114	0.9008
No log	11.8889	428	0.8006	0.6831	0.8006	0.8948
No log	11.9444	430	0.7583	0.6971	0.7583	0.8708
No log	12.0	432	0.7461	0.6729	0.7461	0.8638
No log	12.0556	434	0.7579	0.6676	0.7579	0.8705
No log	12.1111	436	0.7687	0.6676	0.7687	0.8768
No log	12.1667	438	0.7793	0.6624	0.7793	0.8828
No log	12.2222	440	0.7997	0.6778	0.7997	0.8943
No log	12.2778	442	0.8168	0.6567	0.8168	0.9038
No log	12.3333	444	0.8408	0.6370	0.8408	0.9170
No log	12.3889	446	0.8506	0.6443	0.8506	0.9223
No log	12.4444	448	0.8534	0.6349	0.8534	0.9238
No log	12.5	450	0.8494	0.6417	0.8494	0.9217
No log	12.5556	452	0.8574	0.6455	0.8574	0.9260
No log	12.6111	454	0.8558	0.6563	0.8558	0.9251
No log	12.6667	456	0.8622	0.6355	0.8622	0.9285
No log	12.7222	458	0.8992	0.6314	0.8992	0.9483
No log	12.7778	460	0.8737	0.6284	0.8737	0.9347
No log	12.8333	462	0.8535	0.6323	0.8535	0.9239
No log	12.8889	464	0.8600	0.6305	0.8600	0.9274
No log	12.9444	466	0.8450	0.6051	0.8450	0.9192
No log	13.0	468	0.8260	0.6099	0.8260	0.9089
No log	13.0556	470	0.7764	0.6529	0.7764	0.8811
No log	13.1111	472	0.7599	0.6624	0.7599	0.8717
No log	13.1667	474	0.7726	0.6514	0.7726	0.8790
No log	13.2222	476	0.7895	0.6490	0.7895	0.8885
No log	13.2778	478	0.7847	0.6597	0.7847	0.8858
No log	13.3333	480	0.7367	0.6423	0.7367	0.8583
No log	13.3889	482	0.7391	0.6611	0.7391	0.8597
No log	13.4444	484	0.7785	0.6525	0.7785	0.8823
No log	13.5	486	0.7392	0.6562	0.7392	0.8598
No log	13.5556	488	0.7627	0.6631	0.7627	0.8733
No log	13.6111	490	0.8627	0.6405	0.8627	0.9288
No log	13.6667	492	0.8568	0.6520	0.8568	0.9257
No log	13.7222	494	0.8535	0.6492	0.8535	0.9239
No log	13.7778	496	0.7969	0.6870	0.7969	0.8927
No log	13.8333	498	0.8066	0.6677	0.8066	0.8981
0.6	13.8889	500	0.8457	0.6393	0.8457	0.9196
0.6	13.9444	502	0.8162	0.6677	0.8162	0.9035
0.6	14.0	504	0.8192	0.6668	0.8192	0.9051
0.6	14.0556	506	0.9363	0.6117	0.9363	0.9676
0.6	14.1111	508	0.9715	0.6130	0.9715	0.9857
0.6	14.1667	510	0.8888	0.6392	0.8888	0.9428
0.6	14.2222	512	0.8183	0.6524	0.8183	0.9046
0.6	14.2778	514	0.7966	0.6558	0.7966	0.8925
0.6	14.3333	516	0.7828	0.6539	0.7828	0.8848
0.6	14.3889	518	0.7947	0.6721	0.7947	0.8915
0.6	14.4444	520	0.7892	0.6686	0.7892	0.8884
0.6	14.5	522	0.7598	0.6500	0.7598	0.8717
0.6	14.5556	524	0.7399	0.6603	0.7399	0.8602
0.6	14.6111	526	0.7399	0.6431	0.7399	0.8602
0.6	14.6667	528	0.7187	0.6686	0.7187	0.8478
0.6	14.7222	530	0.7136	0.6527	0.7136	0.8447
0.6	14.7778	532	0.7139	0.6663	0.7139	0.8449
0.6	14.8333	534	0.7424	0.6727	0.7424	0.8617
0.6	14.8889	536	0.8154	0.6511	0.8154	0.9030
0.6	14.9444	538	0.8322	0.6789	0.8322	0.9122
0.6	15.0	540	0.7899	0.6870	0.7899	0.8888
0.6	15.0556	542	0.7830	0.6759	0.7830	0.8849
0.6	15.1111	544	0.7812	0.6530	0.7812	0.8839
0.6	15.1667	546	0.7996	0.6475	0.7996	0.8942
0.6	15.2222	548	0.8152	0.6416	0.8152	0.9029
0.6	15.2778	550	0.8536	0.6666	0.8536	0.9239
0.6	15.3333	552	0.9032	0.6320	0.9032	0.9504
0.6	15.3889	554	0.9351	0.6142	0.9351	0.9670
0.6	15.4444	556	0.8890	0.6630	0.8890	0.9429
0.6	15.5	558	0.8391	0.6504	0.8391	0.9160
0.6	15.5556	560	0.8387	0.6327	0.8387	0.9158
0.6	15.6111	562	0.8452	0.6451	0.8452	0.9194
0.6	15.6667	564	0.8609	0.6578	0.8609	0.9279
0.6	15.7222	566	0.8950	0.6769	0.8950	0.9461
0.6	15.7778	568	0.9519	0.6292	0.9519	0.9757
0.6	15.8333	570	0.9850	0.5820	0.9850	0.9925
0.6	15.8889	572	0.9917	0.5778	0.9917	0.9959
0.6	15.9444	574	0.9328	0.6287	0.9328	0.9658
0.6	16.0	576	0.8514	0.6458	0.8514	0.9227
0.6	16.0556	578	0.8271	0.6086	0.8271	0.9094
0.6	16.1111	580	0.8250	0.6223	0.8250	0.9083
0.6	16.1667	582	0.8418	0.6429	0.8418	0.9175
0.6	16.2222	584	0.8936	0.6516	0.8936	0.9453
0.6	16.2778	586	0.8725	0.6583	0.8725	0.9341
0.6	16.3333	588	0.7965	0.6505	0.7965	0.8925
0.6	16.3889	590	0.7829	0.6293	0.7829	0.8848
0.6	16.4444	592	0.7861	0.6429	0.7861	0.8866
0.6	16.5	594	0.7778	0.6507	0.7778	0.8819
0.6	16.5556	596	0.8077	0.6656	0.8077	0.8987
0.6	16.6111	598	0.8173	0.6572	0.8173	0.9040
0.6	16.6667	600	0.8339	0.6704	0.8339	0.9132
0.6	16.7222	602	0.8074	0.6466	0.8074	0.8986
0.6	16.7778	604	0.8204	0.6230	0.8204	0.9058
0.6	16.8333	606	0.8309	0.6344	0.8309	0.9115
0.6	16.8889	608	0.8784	0.6604	0.8784	0.9372
0.6	16.9444	610	0.8972	0.6688	0.8972	0.9472
0.6	17.0	612	0.8895	0.6688	0.8895	0.9431
0.6	17.0556	614	0.8500	0.6563	0.8500	0.9219
0.6	17.1111	616	0.8137	0.6483	0.8137	0.9021
0.6	17.1667	618	0.7854	0.6327	0.7854	0.8862
0.6	17.2222	620	0.7823	0.6339	0.7823	0.8845
0.6	17.2778	622	0.8292	0.6607	0.8292	0.9106
0.6	17.3333	624	0.8943	0.6190	0.8943	0.9457
0.6	17.3889	626	0.9277	0.6333	0.9277	0.9632
0.6	17.4444	628	0.8814	0.6544	0.8814	0.9388
0.6	17.5	630	0.8075	0.6467	0.8075	0.8986
0.6	17.5556	632	0.7962	0.6321	0.7962	0.8923
0.6	17.6111	634	0.8047	0.6159	0.8047	0.8970
0.6	17.6667	636	0.8172	0.6128	0.8172	0.9040
0.6	17.7222	638	0.8229	0.6403	0.8229	0.9071
0.6	17.7778	640	0.8318	0.6629	0.8318	0.9120
0.6	17.8333	642	0.8482	0.6641	0.8482	0.9210
0.6	17.8889	644	0.8360	0.6577	0.8360	0.9143
0.6	17.9444	646	0.8147	0.6150	0.8147	0.9026
0.6	18.0	648	0.8058	0.6112	0.8058	0.8977
0.6	18.0556	650	0.8015	0.6037	0.8015	0.8953
0.6	18.1111	652	0.7931	0.6099	0.7931	0.8906
0.6	18.1667	654	0.8141	0.6508	0.8141	0.9023
0.6	18.2222	656	0.8497	0.6641	0.8497	0.9218
0.6	18.2778	658	0.8747	0.6688	0.8747	0.9352
0.6	18.3333	660	0.8719	0.6443	0.8719	0.9337
0.6	18.3889	662	0.8439	0.6371	0.8439	0.9187
0.6	18.4444	664	0.8500	0.6336	0.8500	0.9219
0.6	18.5	666	0.8603	0.6301	0.8603	0.9275
0.6	18.5556	668	0.8564	0.6286	0.8564	0.9254
0.6	18.6111	670	0.8860	0.6616	0.8860	0.9413
0.6	18.6667	672	0.9249	0.6365	0.9249	0.9617
0.6	18.7222	674	0.9160	0.6154	0.9160	0.9571
0.6	18.7778	676	0.8641	0.6606	0.8641	0.9296
0.6	18.8333	678	0.8504	0.6606	0.8504	0.9222
0.6	18.8889	680	0.8507	0.6406	0.8507	0.9223
0.6	18.9444	682	0.8276	0.6606	0.8276	0.9097
0.6	19.0	684	0.8175	0.6528	0.8175	0.9042
0.6	19.0556	686	0.8138	0.6297	0.8138	0.9021
0.6	19.1111	688	0.8232	0.6681	0.8232	0.9073
0.6	19.1667	690	0.8733	0.6446	0.8733	0.9345
0.6	19.2222	692	1.0289	0.5949	1.0289	1.0143
0.6	19.2778	694	1.1268	0.5597	1.1268	1.0615
0.6	19.3333	696	1.0925	0.5737	1.0925	1.0452
0.6	19.3889	698	0.9585	0.6212	0.9585	0.9790
0.6	19.4444	700	0.8213	0.6664	0.8213	0.9062
0.6	19.5	702	0.8164	0.6332	0.8164	0.9036
0.6	19.5556	704	0.8382	0.6219	0.8382	0.9155
0.6	19.6111	706	0.8046	0.6332	0.8046	0.8970
0.6	19.6667	708	0.7944	0.6630	0.7944	0.8913
0.6	19.7222	710	0.8759	0.6611	0.8759	0.9359
0.6	19.7778	712	0.9636	0.6053	0.9636	0.9817
0.6	19.8333	714	0.9868	0.6045	0.9868	0.9934
0.6	19.8889	716	0.8995	0.6482	0.8995	0.9484
0.6	19.9444	718	0.7935	0.6731	0.7935	0.8908
0.6	20.0	720	0.7629	0.6582	0.7629	0.8734
0.6	20.0556	722	0.7603	0.6609	0.7603	0.8719
0.6	20.1111	724	0.7659	0.6683	0.7659	0.8752
0.6	20.1667	726	0.7967	0.6750	0.7967	0.8926
0.6	20.2222	728	0.8138	0.6732	0.8138	0.9021
0.6	20.2778	730	0.8457	0.6531	0.8457	0.9196
0.6	20.3333	732	0.8439	0.6594	0.8439	0.9186
0.6	20.3889	734	0.8047	0.6686	0.8047	0.8971
0.6	20.4444	736	0.7668	0.6448	0.7668	0.8757
0.6	20.5	738	0.7671	0.6487	0.7671	0.8758
0.6	20.5556	740	0.7989	0.6768	0.7989	0.8938
0.6	20.6111	742	0.8101	0.6768	0.8101	0.9001
0.6	20.6667	744	0.7884	0.6738	0.7884	0.8879
0.6	20.7222	746	0.7886	0.6804	0.7886	0.8880
0.6	20.7778	748	0.7908	0.6738	0.7908	0.8893
0.6	20.8333	750	0.7815	0.6104	0.7815	0.8840
0.6	20.8889	752	0.7835	0.6182	0.7835	0.8852
0.6	20.9444	754	0.8050	0.6804	0.8050	0.8972
0.6	21.0	756	0.8879	0.6349	0.8879	0.9423
0.6	21.0556	758	0.9165	0.6037	0.9165	0.9573
0.6	21.1111	760	0.8666	0.6441	0.8666	0.9309
0.6	21.1667	762	0.8194	0.6666	0.8194	0.9052
0.6	21.2222	764	0.8351	0.6445	0.8351	0.9138
0.6	21.2778	766	0.8705	0.5798	0.8705	0.9330
0.6	21.3333	768	0.8339	0.6246	0.8339	0.9132
0.6	21.3889	770	0.7881	0.6239	0.7881	0.8877
0.6	21.4444	772	0.8157	0.6459	0.8157	0.9031
0.6	21.5	774	0.8332	0.6288	0.8332	0.9128
0.6	21.5556	776	0.8001	0.6476	0.8001	0.8945
0.6	21.6111	778	0.7745	0.6324	0.7745	0.8800
0.6	21.6667	780	0.7958	0.6306	0.7958	0.8921
0.6	21.7222	782	0.8267	0.6347	0.8267	0.9092
0.6	21.7778	784	0.8126	0.6353	0.8126	0.9015
0.6	21.8333	786	0.7877	0.6387	0.7877	0.8875

Framework versions

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