ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k18_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: 0.6207
• Qwk: 0.7392
• Mse: 0.6207
• Rmse: 0.7878

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	0.0222	2	5.2073	-0.0180	5.2073	2.2819
No log	0.0444	4	3.0229	0.0825	3.0229	1.7387
No log	0.0667	6	2.1469	0.0192	2.1469	1.4652
No log	0.0889	8	1.6673	0.0768	1.6673	1.2913
No log	0.1111	10	1.3561	0.1892	1.3561	1.1645
No log	0.1333	12	1.4475	0.0546	1.4475	1.2031
No log	0.1556	14	1.5661	0.0542	1.5661	1.2515
No log	0.1778	16	1.3836	0.0576	1.3836	1.1763
No log	0.2	18	1.2366	0.2788	1.2366	1.1120
No log	0.2222	20	1.1880	0.2841	1.1880	1.0900
No log	0.2444	22	1.0990	0.3675	1.0990	1.0483
No log	0.2667	24	1.1924	0.2953	1.1924	1.0920
No log	0.2889	26	1.2762	0.2903	1.2762	1.1297
No log	0.3111	28	1.1384	0.3421	1.1384	1.0669
No log	0.3333	30	1.0029	0.3406	1.0029	1.0015
No log	0.3556	32	1.0391	0.3578	1.0391	1.0194
No log	0.3778	34	1.0425	0.3916	1.0425	1.0210
No log	0.4	36	0.9674	0.3265	0.9674	0.9835
No log	0.4222	38	0.9664	0.4079	0.9664	0.9831
No log	0.4444	40	1.1478	0.4260	1.1478	1.0713
No log	0.4667	42	1.8516	0.1903	1.8516	1.3607
No log	0.4889	44	2.5543	0.2208	2.5543	1.5982
No log	0.5111	46	2.7270	0.1720	2.7270	1.6514
No log	0.5333	48	2.7242	0.1658	2.7242	1.6505
No log	0.5556	50	2.4211	0.2157	2.4211	1.5560
No log	0.5778	52	1.9054	0.2525	1.9054	1.3804
No log	0.6	54	1.4827	0.3090	1.4827	1.2176
No log	0.6222	56	1.2770	0.3472	1.2770	1.1300
No log	0.6444	58	1.1216	0.4668	1.1216	1.0590
No log	0.6667	60	1.2058	0.4333	1.2058	1.0981
No log	0.6889	62	1.6517	0.2944	1.6517	1.2852
No log	0.7111	64	2.2680	0.2297	2.2680	1.5060
No log	0.7333	66	2.4571	0.2263	2.4571	1.5675
No log	0.7556	68	2.1783	0.2674	2.1783	1.4759
No log	0.7778	70	1.3570	0.4124	1.3570	1.1649
No log	0.8	72	0.7285	0.6992	0.7285	0.8535
No log	0.8222	74	0.6172	0.7589	0.6172	0.7856
No log	0.8444	76	0.7673	0.6752	0.7673	0.8759
No log	0.8667	78	0.9764	0.5413	0.9764	0.9881
No log	0.8889	80	1.3466	0.4345	1.3466	1.1604
No log	0.9111	82	1.8809	0.2811	1.8809	1.3714
No log	0.9333	84	1.9839	0.2670	1.9839	1.4085
No log	0.9556	86	1.7552	0.2730	1.7552	1.3249
No log	0.9778	88	1.3003	0.3615	1.3003	1.1403
No log	1.0	90	0.8817	0.5246	0.8817	0.9390
No log	1.0222	92	0.6956	0.6006	0.6956	0.8340
No log	1.0444	94	0.6725	0.6216	0.6725	0.8201
No log	1.0667	96	0.6907	0.6364	0.6907	0.8311
No log	1.0889	98	0.7769	0.5965	0.7769	0.8814
No log	1.1111	100	0.8534	0.5872	0.8534	0.9238
No log	1.1333	102	0.8646	0.5568	0.8646	0.9298
No log	1.1556	104	1.0043	0.5642	1.0043	1.0021
No log	1.1778	106	1.1194	0.5388	1.1194	1.0580
No log	1.2	108	0.9129	0.6140	0.9129	0.9555
No log	1.2222	110	0.8250	0.6260	0.8250	0.9083
No log	1.2444	112	0.7879	0.6165	0.7879	0.8876
No log	1.2667	114	0.6911	0.6967	0.6911	0.8313
No log	1.2889	116	0.6532	0.7134	0.6532	0.8082
No log	1.3111	118	0.6696	0.7021	0.6696	0.8183
No log	1.3333	120	0.5991	0.7469	0.5991	0.7740
No log	1.3556	122	0.6150	0.7472	0.6150	0.7842
No log	1.3778	124	0.6224	0.7134	0.6224	0.7890
No log	1.4	126	0.5561	0.7342	0.5561	0.7457
No log	1.4222	128	0.5599	0.7270	0.5599	0.7483
No log	1.4444	130	0.5747	0.7515	0.5747	0.7581
No log	1.4667	132	0.5827	0.7424	0.5827	0.7633
No log	1.4889	134	0.6058	0.7316	0.6058	0.7783
No log	1.5111	136	0.6151	0.7531	0.6151	0.7843
No log	1.5333	138	0.6394	0.7408	0.6394	0.7996
No log	1.5556	140	0.6322	0.7371	0.6322	0.7951
No log	1.5778	142	0.6702	0.7273	0.6702	0.8187
No log	1.6	144	0.7884	0.6570	0.7884	0.8879
No log	1.6222	146	0.7478	0.6955	0.7478	0.8648
No log	1.6444	148	0.6817	0.7397	0.6817	0.8257
No log	1.6667	150	0.6847	0.7314	0.6847	0.8275
No log	1.6889	152	0.6488	0.7346	0.6488	0.8055
No log	1.7111	154	0.6275	0.7464	0.6275	0.7922
No log	1.7333	156	0.6112	0.7434	0.6112	0.7818
No log	1.7556	158	0.6327	0.7037	0.6327	0.7954
No log	1.7778	160	0.6541	0.6974	0.6541	0.8088
No log	1.8	162	0.7954	0.6385	0.7954	0.8919
No log	1.8222	164	0.8183	0.6186	0.8183	0.9046
No log	1.8444	166	0.8732	0.6103	0.8732	0.9344
No log	1.8667	168	0.8935	0.6267	0.8935	0.9453
No log	1.8889	170	0.7553	0.6858	0.7553	0.8691
No log	1.9111	172	0.7702	0.6950	0.7702	0.8776
No log	1.9333	174	0.7000	0.6906	0.7000	0.8366
No log	1.9556	176	0.6671	0.7364	0.6671	0.8167
No log	1.9778	178	0.6814	0.7453	0.6814	0.8255
No log	2.0	180	0.6887	0.7061	0.6887	0.8299
No log	2.0222	182	0.7293	0.6801	0.7293	0.8540
No log	2.0444	184	0.8565	0.6528	0.8565	0.9255
No log	2.0667	186	0.8028	0.6674	0.8028	0.8960
No log	2.0889	188	0.6924	0.6782	0.6924	0.8321
No log	2.1111	190	0.6952	0.6942	0.6952	0.8338
No log	2.1333	192	0.7474	0.6538	0.7474	0.8645
No log	2.1556	194	0.8955	0.6610	0.8955	0.9463
No log	2.1778	196	1.1074	0.5569	1.1074	1.0523
No log	2.2	198	1.1446	0.5326	1.1446	1.0699
No log	2.2222	200	0.8872	0.6392	0.8872	0.9419
No log	2.2444	202	0.6601	0.7046	0.6601	0.8125
No log	2.2667	204	0.6492	0.7269	0.6492	0.8057
No log	2.2889	206	0.6359	0.7063	0.6359	0.7974
No log	2.3111	208	0.6328	0.7304	0.6328	0.7955
No log	2.3333	210	0.6212	0.7158	0.6212	0.7882
No log	2.3556	212	0.6215	0.7223	0.6215	0.7883
No log	2.3778	214	0.6344	0.7425	0.6344	0.7965
No log	2.4	216	0.6652	0.7243	0.6652	0.8156
No log	2.4222	218	0.6605	0.7280	0.6605	0.8127
No log	2.4444	220	0.6404	0.7350	0.6404	0.8003
No log	2.4667	222	0.6215	0.7266	0.6215	0.7883
No log	2.4889	224	0.5957	0.7388	0.5957	0.7718
No log	2.5111	226	0.6035	0.7508	0.6035	0.7769
No log	2.5333	228	0.6267	0.7381	0.6267	0.7917
No log	2.5556	230	0.6138	0.7385	0.6138	0.7835
No log	2.5778	232	0.6133	0.7318	0.6133	0.7831
No log	2.6	234	0.6193	0.7491	0.6193	0.7870
No log	2.6222	236	0.7043	0.6974	0.7043	0.8392
No log	2.6444	238	0.7070	0.6858	0.7070	0.8408
No log	2.6667	240	0.6579	0.7149	0.6579	0.8111
No log	2.6889	242	0.6632	0.7114	0.6632	0.8143
No log	2.7111	244	0.6265	0.7170	0.6265	0.7915
No log	2.7333	246	0.6948	0.7098	0.6948	0.8336
No log	2.7556	248	0.8550	0.6429	0.8550	0.9247
No log	2.7778	250	0.8471	0.6335	0.8471	0.9204
No log	2.8	252	0.6865	0.6967	0.6865	0.8286
No log	2.8222	254	0.6079	0.724	0.6079	0.7797
No log	2.8444	256	0.6082	0.7251	0.6082	0.7798
No log	2.8667	258	0.6073	0.6952	0.6073	0.7793
No log	2.8889	260	0.6024	0.6926	0.6024	0.7762
No log	2.9111	262	0.6000	0.7024	0.6000	0.7746
No log	2.9333	264	0.5947	0.6937	0.5947	0.7711
No log	2.9556	266	0.6350	0.6917	0.6350	0.7969
No log	2.9778	268	0.6884	0.6559	0.6884	0.8297
No log	3.0	270	0.6894	0.6542	0.6894	0.8303
No log	3.0222	272	0.6318	0.7127	0.6318	0.7948
No log	3.0444	274	0.6373	0.7294	0.6373	0.7983
No log	3.0667	276	0.6576	0.6934	0.6576	0.8109
No log	3.0889	278	0.7142	0.7196	0.7142	0.8451
No log	3.1111	280	0.8885	0.6509	0.8885	0.9426
No log	3.1333	282	1.0837	0.5882	1.0837	1.0410
No log	3.1556	284	1.1125	0.5210	1.1125	1.0547
No log	3.1778	286	1.1004	0.5322	1.1004	1.0490
No log	3.2	288	0.9486	0.6402	0.9486	0.9740
No log	3.2222	290	0.7186	0.6675	0.7186	0.8477
No log	3.2444	292	0.6586	0.7100	0.6586	0.8115
No log	3.2667	294	0.6699	0.6884	0.6699	0.8184
No log	3.2889	296	0.6730	0.6808	0.6730	0.8203
No log	3.3111	298	0.7625	0.6461	0.7625	0.8732
No log	3.3333	300	0.8374	0.6530	0.8374	0.9151
No log	3.3556	302	0.8416	0.6662	0.8416	0.9174
No log	3.3778	304	0.7662	0.6523	0.7662	0.8754
No log	3.4	306	0.6479	0.7088	0.6479	0.8049
No log	3.4222	308	0.6450	0.7342	0.6450	0.8031
No log	3.4444	310	0.6880	0.7025	0.6880	0.8295
No log	3.4667	312	0.6606	0.7121	0.6606	0.8128
No log	3.4889	314	0.5959	0.7415	0.5959	0.7720
No log	3.5111	316	0.6750	0.6374	0.6750	0.8216
No log	3.5333	318	0.7954	0.6426	0.7954	0.8919
No log	3.5556	320	0.7844	0.6435	0.7844	0.8857
No log	3.5778	322	0.6667	0.6444	0.6667	0.8165
No log	3.6	324	0.5915	0.7508	0.5915	0.7691
No log	3.6222	326	0.7216	0.6880	0.7216	0.8495
No log	3.6444	328	0.8641	0.6387	0.8641	0.9296
No log	3.6667	330	0.8593	0.6292	0.8593	0.9270
No log	3.6889	332	0.7369	0.6834	0.7369	0.8584
No log	3.7111	334	0.6429	0.7326	0.6429	0.8018
No log	3.7333	336	0.6086	0.7324	0.6086	0.7801
No log	3.7556	338	0.6237	0.7441	0.6237	0.7898
No log	3.7778	340	0.6214	0.7419	0.6214	0.7883
No log	3.8	342	0.6274	0.7425	0.6274	0.7921
No log	3.8222	344	0.6466	0.7065	0.6466	0.8041
No log	3.8444	346	0.6206	0.7380	0.6206	0.7878
No log	3.8667	348	0.6032	0.7393	0.6032	0.7767
No log	3.8889	350	0.6119	0.7267	0.6119	0.7822
No log	3.9111	352	0.6262	0.7374	0.6262	0.7913
No log	3.9333	354	0.6297	0.7309	0.6297	0.7935
No log	3.9556	356	0.6485	0.7318	0.6485	0.8053
No log	3.9778	358	0.6473	0.7234	0.6473	0.8046
No log	4.0	360	0.6645	0.7379	0.6645	0.8152
No log	4.0222	362	0.7017	0.7587	0.7017	0.8377
No log	4.0444	364	0.8154	0.6849	0.8154	0.9030
No log	4.0667	366	0.8923	0.6552	0.8923	0.9446
No log	4.0889	368	0.8480	0.6635	0.8480	0.9209
No log	4.1111	370	0.7004	0.7531	0.7004	0.8369
No log	4.1333	372	0.6347	0.7225	0.6347	0.7967
No log	4.1556	374	0.6374	0.7150	0.6374	0.7983
No log	4.1778	376	0.6402	0.7179	0.6402	0.8001
No log	4.2	378	0.6200	0.7324	0.6200	0.7874
No log	4.2222	380	0.6260	0.7289	0.6260	0.7912
No log	4.2444	382	0.6505	0.7180	0.6505	0.8066
No log	4.2667	384	0.6365	0.7176	0.6365	0.7978
No log	4.2889	386	0.6068	0.7414	0.6068	0.7790
No log	4.3111	388	0.6043	0.7242	0.6043	0.7773
No log	4.3333	390	0.6235	0.7326	0.6235	0.7896
No log	4.3556	392	0.6219	0.7356	0.6219	0.7886
No log	4.3778	394	0.5932	0.7124	0.5932	0.7702
No log	4.4	396	0.5896	0.7314	0.5896	0.7679
No log	4.4222	398	0.6150	0.7805	0.6150	0.7842
No log	4.4444	400	0.6221	0.7781	0.6221	0.7887
No log	4.4667	402	0.6378	0.7694	0.6378	0.7986
No log	4.4889	404	0.6644	0.7678	0.6644	0.8151
No log	4.5111	406	0.6941	0.7265	0.6941	0.8331
No log	4.5333	408	0.6555	0.7687	0.6555	0.8096
No log	4.5556	410	0.6338	0.7355	0.6338	0.7961
No log	4.5778	412	0.6423	0.7328	0.6423	0.8014
No log	4.6	414	0.6417	0.7364	0.6417	0.8010
No log	4.6222	416	0.6364	0.7364	0.6364	0.7978
No log	4.6444	418	0.6235	0.7334	0.6235	0.7896
No log	4.6667	420	0.6219	0.7320	0.6219	0.7886
No log	4.6889	422	0.6651	0.7549	0.6651	0.8155
No log	4.7111	424	0.6952	0.7156	0.6952	0.8338
No log	4.7333	426	0.7121	0.7060	0.7121	0.8438
No log	4.7556	428	0.7130	0.7060	0.7130	0.8444
No log	4.7778	430	0.6527	0.7207	0.6527	0.8079
No log	4.8	432	0.6122	0.7171	0.6122	0.7824
No log	4.8222	434	0.6085	0.7303	0.6085	0.7801
No log	4.8444	436	0.6124	0.7240	0.6124	0.7826
No log	4.8667	438	0.6193	0.7202	0.6193	0.7870
No log	4.8889	440	0.6486	0.7202	0.6486	0.8053
No log	4.9111	442	0.6668	0.7244	0.6668	0.8166
No log	4.9333	444	0.6391	0.7137	0.6391	0.7995
No log	4.9556	446	0.6153	0.6984	0.6153	0.7844
No log	4.9778	448	0.6047	0.7084	0.6047	0.7776
No log	5.0	450	0.6160	0.6984	0.6160	0.7848
No log	5.0222	452	0.6103	0.7141	0.6103	0.7812
No log	5.0444	454	0.6153	0.7245	0.6153	0.7844
No log	5.0667	456	0.6441	0.7195	0.6441	0.8026
No log	5.0889	458	0.7364	0.6748	0.7364	0.8581
No log	5.1111	460	0.8076	0.6521	0.8076	0.8987
No log	5.1333	462	0.7820	0.6761	0.7820	0.8843
No log	5.1556	464	0.6895	0.7026	0.6895	0.8304
No log	5.1778	466	0.6325	0.7209	0.6325	0.7953
No log	5.2	468	0.6280	0.7035	0.6280	0.7925
No log	5.2222	470	0.6237	0.7203	0.6237	0.7898
No log	5.2444	472	0.6208	0.7134	0.6208	0.7879
No log	5.2667	474	0.6282	0.7089	0.6282	0.7926
No log	5.2889	476	0.6292	0.7026	0.6292	0.7932
No log	5.3111	478	0.6356	0.7182	0.6356	0.7973
No log	5.3333	480	0.6459	0.7151	0.6459	0.8037
No log	5.3556	482	0.6266	0.6971	0.6266	0.7916
No log	5.3778	484	0.6093	0.7231	0.6093	0.7806
No log	5.4	486	0.6284	0.7120	0.6284	0.7927
No log	5.4222	488	0.6299	0.7061	0.6299	0.7937
No log	5.4444	490	0.6080	0.7181	0.6080	0.7797
No log	5.4667	492	0.5959	0.7312	0.5959	0.7720
No log	5.4889	494	0.6044	0.7051	0.6044	0.7775
No log	5.5111	496	0.6373	0.6792	0.6373	0.7983
No log	5.5333	498	0.6268	0.6861	0.6268	0.7917
0.43	5.5556	500	0.5953	0.6979	0.5953	0.7716
0.43	5.5778	502	0.5908	0.7001	0.5908	0.7686
0.43	5.6	504	0.5912	0.7015	0.5912	0.7689
0.43	5.6222	506	0.5908	0.7243	0.5908	0.7687
0.43	5.6444	508	0.5962	0.7228	0.5962	0.7722
0.43	5.6667	510	0.6080	0.7220	0.6080	0.7798
0.43	5.6889	512	0.6352	0.7168	0.6352	0.7970
0.43	5.7111	514	0.6631	0.7152	0.6631	0.8143
0.43	5.7333	516	0.6684	0.6979	0.6684	0.8176
0.43	5.7556	518	0.6474	0.7135	0.6474	0.8046
0.43	5.7778	520	0.6100	0.6972	0.6100	0.7810
0.43	5.8	522	0.5934	0.6957	0.5934	0.7703
0.43	5.8222	524	0.5919	0.7281	0.5919	0.7694
0.43	5.8444	526	0.5983	0.7147	0.5983	0.7735
0.43	5.8667	528	0.6077	0.7170	0.6077	0.7796
0.43	5.8889	530	0.6174	0.7181	0.6174	0.7858
0.43	5.9111	532	0.6187	0.7380	0.6187	0.7866
0.43	5.9333	534	0.6268	0.7445	0.6268	0.7917
0.43	5.9556	536	0.6377	0.7359	0.6377	0.7985
0.43	5.9778	538	0.6407	0.7359	0.6407	0.8004
0.43	6.0	540	0.6354	0.7382	0.6354	0.7971
0.43	6.0222	542	0.6341	0.7257	0.6341	0.7963
0.43	6.0444	544	0.6289	0.7201	0.6289	0.7930
0.43	6.0667	546	0.6184	0.7275	0.6184	0.7864
0.43	6.0889	548	0.6115	0.7239	0.6115	0.7820
0.43	6.1111	550	0.6064	0.7019	0.6064	0.7787
0.43	6.1333	552	0.6061	0.6925	0.6061	0.7785
0.43	6.1556	554	0.6081	0.7019	0.6081	0.7798
0.43	6.1778	556	0.6196	0.6718	0.6196	0.7872
0.43	6.2	558	0.6257	0.6868	0.6257	0.7910
0.43	6.2222	560	0.6221	0.6998	0.6221	0.7887
0.43	6.2444	562	0.6143	0.7531	0.6143	0.7838
0.43	6.2667	564	0.6130	0.7332	0.6130	0.7830
0.43	6.2889	566	0.6128	0.7326	0.6128	0.7828
0.43	6.3111	568	0.6119	0.7209	0.6119	0.7822
0.43	6.3333	570	0.6041	0.7321	0.6041	0.7772
0.43	6.3556	572	0.5935	0.7170	0.5935	0.7704
0.43	6.3778	574	0.5910	0.7244	0.5910	0.7688
0.43	6.4	576	0.5904	0.7266	0.5904	0.7684
0.43	6.4222	578	0.5888	0.7086	0.5888	0.7673
0.43	6.4444	580	0.5906	0.6983	0.5906	0.7685
0.43	6.4667	582	0.6025	0.7121	0.6025	0.7762
0.43	6.4889	584	0.6182	0.6905	0.6182	0.7863
0.43	6.5111	586	0.6186	0.6979	0.6186	0.7865
0.43	6.5333	588	0.6064	0.7245	0.6064	0.7787
0.43	6.5556	590	0.6027	0.7432	0.6027	0.7763
0.43	6.5778	592	0.6009	0.7266	0.6009	0.7752
0.43	6.6	594	0.6052	0.7397	0.6052	0.7779
0.43	6.6222	596	0.6038	0.7413	0.6038	0.7770
0.43	6.6444	598	0.6101	0.7432	0.6101	0.7811
0.43	6.6667	600	0.6229	0.7432	0.6229	0.7893
0.43	6.6889	602	0.6256	0.7432	0.6256	0.7909
0.43	6.7111	604	0.6309	0.7432	0.6309	0.7943
0.43	6.7333	606	0.6490	0.7358	0.6490	0.8056
0.43	6.7556	608	0.6752	0.7061	0.6752	0.8217
0.43	6.7778	610	0.6813	0.7061	0.6813	0.8254
0.43	6.8	612	0.6836	0.7095	0.6836	0.8268
0.43	6.8222	614	0.6866	0.6918	0.6866	0.8286
0.43	6.8444	616	0.6808	0.7020	0.6808	0.8251
0.43	6.8667	618	0.6948	0.6918	0.6948	0.8335
0.43	6.8889	620	0.7246	0.6430	0.7246	0.8512
0.43	6.9111	622	0.7205	0.6432	0.7205	0.8488
0.43	6.9333	624	0.6890	0.6710	0.6890	0.8300
0.43	6.9556	626	0.6534	0.7286	0.6534	0.8083
0.43	6.9778	628	0.6355	0.7381	0.6355	0.7972
0.43	7.0	630	0.6289	0.7387	0.6289	0.7930
0.43	7.0222	632	0.6323	0.7447	0.6323	0.7952
0.43	7.0444	634	0.6350	0.7358	0.6350	0.7969
0.43	7.0667	636	0.6424	0.7204	0.6424	0.8015
0.43	7.0889	638	0.6407	0.7204	0.6407	0.8004
0.43	7.1111	640	0.6386	0.7219	0.6386	0.7992
0.43	7.1333	642	0.6247	0.7229	0.6247	0.7904
0.43	7.1556	644	0.6173	0.7378	0.6173	0.7857
0.43	7.1778	646	0.6159	0.7228	0.6159	0.7848
0.43	7.2	648	0.6159	0.7151	0.6159	0.7848
0.43	7.2222	650	0.6150	0.7205	0.6150	0.7842
0.43	7.2444	652	0.6154	0.7189	0.6154	0.7845
0.43	7.2667	654	0.6151	0.7373	0.6151	0.7843
0.43	7.2889	656	0.6187	0.7451	0.6187	0.7866
0.43	7.3111	658	0.6226	0.7364	0.6226	0.7890
0.43	7.3333	660	0.6233	0.7348	0.6233	0.7895
0.43	7.3556	662	0.6247	0.7348	0.6247	0.7904
0.43	7.3778	664	0.6312	0.7421	0.6312	0.7945
0.43	7.4	666	0.6287	0.7326	0.6287	0.7929
0.43	7.4222	668	0.6234	0.7289	0.6234	0.7895
0.43	7.4444	670	0.6219	0.7310	0.6219	0.7886
0.43	7.4667	672	0.6224	0.7310	0.6224	0.7889
0.43	7.4889	674	0.6236	0.7310	0.6236	0.7897
0.43	7.5111	676	0.6292	0.7326	0.6292	0.7932
0.43	7.5333	678	0.6356	0.7233	0.6356	0.7972
0.43	7.5556	680	0.6374	0.7233	0.6374	0.7984
0.43	7.5778	682	0.6309	0.7320	0.6309	0.7943
0.43	7.6	684	0.6268	0.7310	0.6268	0.7917
0.43	7.6222	686	0.6207	0.7398	0.6207	0.7878
0.43	7.6444	688	0.6170	0.7398	0.6170	0.7855
0.43	7.6667	690	0.6134	0.7458	0.6134	0.7832
0.43	7.6889	692	0.6133	0.7415	0.6133	0.7831
0.43	7.7111	694	0.6136	0.7415	0.6136	0.7834
0.43	7.7333	696	0.6115	0.7415	0.6115	0.7820
0.43	7.7556	698	0.6115	0.7415	0.6115	0.7820
0.43	7.7778	700	0.6152	0.7486	0.6152	0.7843
0.43	7.8	702	0.6146	0.7486	0.6146	0.7839
0.43	7.8222	704	0.6180	0.7443	0.6180	0.7861
0.43	7.8444	706	0.6242	0.7358	0.6242	0.7900
0.43	7.8667	708	0.6228	0.7299	0.6228	0.7892
0.43	7.8889	710	0.6161	0.7428	0.6161	0.7849
0.43	7.9111	712	0.6176	0.7385	0.6176	0.7859
0.43	7.9333	714	0.6253	0.7342	0.6253	0.7908
0.43	7.9556	716	0.6369	0.7299	0.6369	0.7981
0.43	7.9778	718	0.6360	0.7299	0.6360	0.7975
0.43	8.0	720	0.6330	0.7299	0.6330	0.7956
0.43	8.0222	722	0.6251	0.7261	0.6251	0.7906
0.43	8.0444	724	0.6206	0.7348	0.6206	0.7878
0.43	8.0667	726	0.6148	0.7310	0.6148	0.7841
0.43	8.0889	728	0.6122	0.7399	0.6122	0.7824
0.43	8.1111	730	0.6118	0.7399	0.6118	0.7822
0.43	8.1333	732	0.6114	0.7355	0.6114	0.7819
0.43	8.1556	734	0.6167	0.7305	0.6167	0.7853
0.43	8.1778	736	0.6318	0.7149	0.6318	0.7948
0.43	8.2	738	0.6548	0.7074	0.6548	0.8092
0.43	8.2222	740	0.6630	0.6912	0.6630	0.8143
0.43	8.2444	742	0.6578	0.7020	0.6578	0.8111
0.43	8.2667	744	0.6459	0.7175	0.6459	0.8037
0.43	8.2889	746	0.6301	0.7261	0.6301	0.7938
0.43	8.3111	748	0.6201	0.7436	0.6201	0.7874
0.43	8.3333	750	0.6155	0.7522	0.6155	0.7846
0.43	8.3556	752	0.6115	0.7566	0.6115	0.7820
0.43	8.3778	754	0.6094	0.7633	0.6094	0.7807
0.43	8.4	756	0.6079	0.7508	0.6079	0.7797
0.43	8.4222	758	0.6088	0.7479	0.6088	0.7802
0.43	8.4444	760	0.6121	0.7456	0.6121	0.7824
0.43	8.4667	762	0.6170	0.7326	0.6170	0.7855
0.43	8.4889	764	0.6203	0.7326	0.6203	0.7876
0.43	8.5111	766	0.6200	0.7326	0.6200	0.7874
0.43	8.5333	768	0.6205	0.7326	0.6205	0.7877
0.43	8.5556	770	0.6252	0.7194	0.6252	0.7907
0.43	8.5778	772	0.6290	0.7149	0.6290	0.7931
0.43	8.6	774	0.6386	0.7166	0.6386	0.7991
0.43	8.6222	776	0.6406	0.7181	0.6406	0.8004
0.43	8.6444	778	0.6344	0.7166	0.6344	0.7965
0.43	8.6667	780	0.6320	0.7210	0.6320	0.7950
0.43	8.6889	782	0.6264	0.7217	0.6264	0.7915
0.43	8.7111	784	0.6240	0.7217	0.6240	0.7900
0.43	8.7333	786	0.6235	0.7217	0.6235	0.7896
0.43	8.7556	788	0.6209	0.7305	0.6209	0.7880
0.43	8.7778	790	0.6221	0.7305	0.6221	0.7887
0.43	8.8	792	0.6272	0.7277	0.6272	0.7919
0.43	8.8222	794	0.6326	0.7277	0.6326	0.7953
0.43	8.8444	796	0.6420	0.7277	0.6420	0.8013
0.43	8.8667	798	0.6494	0.7166	0.6494	0.8059
0.43	8.8889	800	0.6523	0.7181	0.6523	0.8076
0.43	8.9111	802	0.6451	0.7181	0.6451	0.8032
0.43	8.9333	804	0.6396	0.7181	0.6396	0.7998
0.43	8.9556	806	0.6348	0.7226	0.6348	0.7967
0.43	8.9778	808	0.6360	0.7181	0.6360	0.7975
0.43	9.0	810	0.6356	0.7181	0.6356	0.7973
0.43	9.0222	812	0.6380	0.7181	0.6380	0.7988
0.43	9.0444	814	0.6345	0.7181	0.6345	0.7966
0.43	9.0667	816	0.6273	0.7226	0.6273	0.7920
0.43	9.0889	818	0.6255	0.7226	0.6255	0.7909
0.43	9.1111	820	0.6233	0.7226	0.6233	0.7895
0.43	9.1333	822	0.6212	0.7149	0.6212	0.7882
0.43	9.1556	824	0.6165	0.7305	0.6165	0.7852
0.43	9.1778	826	0.6118	0.7499	0.6118	0.7822
0.43	9.2	828	0.6103	0.7499	0.6103	0.7812
0.43	9.2222	830	0.6108	0.7499	0.6108	0.7815
0.43	9.2444	832	0.6136	0.7499	0.6136	0.7833
0.43	9.2667	834	0.6168	0.7499	0.6168	0.7854
0.43	9.2889	836	0.6191	0.7413	0.6191	0.7868
0.43	9.3111	838	0.6219	0.7305	0.6219	0.7886
0.43	9.3333	840	0.6255	0.7261	0.6255	0.7909
0.43	9.3556	842	0.6276	0.7261	0.6276	0.7922
0.43	9.3778	844	0.6258	0.7261	0.6258	0.7911
0.43	9.4	846	0.6239	0.7261	0.6239	0.7898
0.43	9.4222	848	0.6208	0.7348	0.6208	0.7879
0.43	9.4444	850	0.6199	0.7392	0.6199	0.7873
0.43	9.4667	852	0.6196	0.7392	0.6196	0.7872
0.43	9.4889	854	0.6197	0.7456	0.6197	0.7872
0.43	9.5111	856	0.6203	0.7456	0.6203	0.7876
0.43	9.5333	858	0.6220	0.7456	0.6220	0.7887
0.43	9.5556	860	0.6225	0.7456	0.6225	0.7890
0.43	9.5778	862	0.6229	0.7456	0.6229	0.7892
0.43	9.6	864	0.6229	0.7456	0.6229	0.7892
0.43	9.6222	866	0.6234	0.7456	0.6234	0.7896
0.43	9.6444	868	0.6224	0.7456	0.6224	0.7889
0.43	9.6667	870	0.6219	0.7456	0.6219	0.7886
0.43	9.6889	872	0.6222	0.7456	0.6222	0.7888
0.43	9.7111	874	0.6222	0.7456	0.6222	0.7888
0.43	9.7333	876	0.6216	0.7456	0.6216	0.7884
0.43	9.7556	878	0.6212	0.7456	0.6212	0.7881
0.43	9.7778	880	0.6206	0.7392	0.6206	0.7878
0.43	9.8	882	0.6202	0.7392	0.6202	0.7875
0.43	9.8222	884	0.6204	0.7392	0.6204	0.7876
0.43	9.8444	886	0.6205	0.7392	0.6205	0.7877
0.43	9.8667	888	0.6205	0.7392	0.6205	0.7877
0.43	9.8889	890	0.6205	0.7392	0.6205	0.7877
0.43	9.9111	892	0.6206	0.7392	0.6206	0.7878
0.43	9.9333	894	0.6207	0.7392	0.6207	0.7878
0.43	9.9556	896	0.6207	0.7392	0.6207	0.7878
0.43	9.9778	898	0.6207	0.7392	0.6207	0.7878
0.43	10.0	900	0.6207	0.7392	0.6207	0.7878

Framework versions

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