ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k20_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: 0.6527
• Qwk: 0.7519
• Mse: 0.6527
• Rmse: 0.8079

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	0.0215	2	2.3739	0.0320	2.3739	1.5408
No log	0.0430	4	1.5978	0.1160	1.5978	1.2640
No log	0.0645	6	1.4501	0.1395	1.4501	1.2042
No log	0.0860	8	1.3980	0.1853	1.3980	1.1824
No log	0.1075	10	1.4143	0.1472	1.4143	1.1892
No log	0.1290	12	1.3092	0.2505	1.3092	1.1442
No log	0.1505	14	1.2880	0.2954	1.2880	1.1349
No log	0.1720	16	1.2808	0.3113	1.2808	1.1317
No log	0.1935	18	1.6000	0.1477	1.6000	1.2649
No log	0.2151	20	2.2884	-0.0582	2.2884	1.5127
No log	0.2366	22	2.4989	-0.2006	2.4989	1.5808
No log	0.2581	24	2.1819	-0.0004	2.1819	1.4771
No log	0.2796	26	1.7534	0.0490	1.7534	1.3242
No log	0.3011	28	1.3282	0.0981	1.3282	1.1525
No log	0.3226	30	1.1681	0.1952	1.1681	1.0808
No log	0.3441	32	1.0753	0.3564	1.0753	1.0370
No log	0.3656	34	1.0249	0.4461	1.0249	1.0124
No log	0.3871	36	0.9860	0.4885	0.9860	0.9930
No log	0.4086	38	0.9796	0.4458	0.9796	0.9897
No log	0.4301	40	0.9853	0.4743	0.9853	0.9926
No log	0.4516	42	0.9743	0.5046	0.9743	0.9871
No log	0.4731	44	0.9344	0.5594	0.9344	0.9666
No log	0.4946	46	0.9766	0.4990	0.9766	0.9883
No log	0.5161	48	1.0441	0.4155	1.0441	1.0218
No log	0.5376	50	1.0269	0.4364	1.0269	1.0133
No log	0.5591	52	1.0389	0.4364	1.0389	1.0192
No log	0.5806	54	0.9949	0.4358	0.9949	0.9975
No log	0.6022	56	0.9811	0.3995	0.9811	0.9905
No log	0.6237	58	0.9667	0.4254	0.9667	0.9832
No log	0.6452	60	0.9308	0.4536	0.9308	0.9648
No log	0.6667	62	0.8981	0.5433	0.8981	0.9477
No log	0.6882	64	0.9846	0.4637	0.9846	0.9922
No log	0.7097	66	1.0475	0.4489	1.0475	1.0235
No log	0.7312	68	0.9633	0.5191	0.9633	0.9815
No log	0.7527	70	0.8457	0.5768	0.8457	0.9196
No log	0.7742	72	0.8026	0.6034	0.8026	0.8959
No log	0.7957	74	0.7917	0.6044	0.7917	0.8898
No log	0.8172	76	0.7820	0.6368	0.7820	0.8843
No log	0.8387	78	0.8179	0.5811	0.8179	0.9044
No log	0.8602	80	0.9057	0.5578	0.9057	0.9517
No log	0.8817	82	0.9444	0.5666	0.9444	0.9718
No log	0.9032	84	0.9117	0.5682	0.9117	0.9548
No log	0.9247	86	0.8696	0.5883	0.8696	0.9325
No log	0.9462	88	0.9627	0.5485	0.9627	0.9811
No log	0.9677	90	1.0565	0.4890	1.0565	1.0279
No log	0.9892	92	1.1969	0.4178	1.1969	1.0940
No log	1.0108	94	1.5021	0.4132	1.5021	1.2256
No log	1.0323	96	1.5976	0.3822	1.5976	1.2640
No log	1.0538	98	1.4637	0.3732	1.4637	1.2098
No log	1.0753	100	1.0851	0.5277	1.0851	1.0417
No log	1.0968	102	0.8948	0.5987	0.8948	0.9460
No log	1.1183	104	0.9001	0.5715	0.9001	0.9487
No log	1.1398	106	0.9916	0.5498	0.9916	0.9958
No log	1.1613	108	1.1141	0.5141	1.1141	1.0555
No log	1.1828	110	1.1629	0.4885	1.1629	1.0784
No log	1.2043	112	1.1499	0.5063	1.1499	1.0723
No log	1.2258	114	1.0455	0.5657	1.0455	1.0225
No log	1.2473	116	1.1232	0.5013	1.1232	1.0598
No log	1.2688	118	0.9939	0.5777	0.9939	0.9970
No log	1.2903	120	0.7901	0.7300	0.7901	0.8889
No log	1.3118	122	0.6997	0.7178	0.6997	0.8365
No log	1.3333	124	0.6966	0.6903	0.6966	0.8346
No log	1.3548	126	0.6951	0.7104	0.6951	0.8337
No log	1.3763	128	0.7826	0.7151	0.7826	0.8846
No log	1.3978	130	1.0613	0.5821	1.0613	1.0302
No log	1.4194	132	1.2821	0.5529	1.2821	1.1323
No log	1.4409	134	1.2438	0.5412	1.2438	1.1152
No log	1.4624	136	1.0172	0.6059	1.0172	1.0086
No log	1.4839	138	0.8592	0.6675	0.8592	0.9269
No log	1.5054	140	0.8228	0.6617	0.8228	0.9071
No log	1.5269	142	0.8658	0.6247	0.8658	0.9305
No log	1.5484	144	0.8986	0.6197	0.8986	0.9479
No log	1.5699	146	0.8830	0.6077	0.8830	0.9397
No log	1.5914	148	0.7986	0.6720	0.7986	0.8936
No log	1.6129	150	0.7328	0.6837	0.7328	0.8560
No log	1.6344	152	0.7485	0.6907	0.7485	0.8652
No log	1.6559	154	0.8367	0.6440	0.8367	0.9147
No log	1.6774	156	0.9254	0.6097	0.9254	0.9620
No log	1.6989	158	0.9933	0.5859	0.9933	0.9966
No log	1.7204	160	0.8993	0.6593	0.8993	0.9483
No log	1.7419	162	0.7623	0.7070	0.7623	0.8731
No log	1.7634	164	0.6819	0.6971	0.6819	0.8258
No log	1.7849	166	0.6622	0.7140	0.6622	0.8138
No log	1.8065	168	0.6468	0.7046	0.6468	0.8042
No log	1.8280	170	0.6469	0.7078	0.6469	0.8043
No log	1.8495	172	0.6405	0.7176	0.6405	0.8003
No log	1.8710	174	0.6394	0.7119	0.6394	0.7996
No log	1.8925	176	0.6540	0.7055	0.6540	0.8087
No log	1.9140	178	0.7178	0.7321	0.7178	0.8472
No log	1.9355	180	0.7778	0.7327	0.7778	0.8820
No log	1.9570	182	0.8242	0.7048	0.8242	0.9078
No log	1.9785	184	0.7707	0.7258	0.7707	0.8779
No log	2.0	186	0.6678	0.7354	0.6678	0.8172
No log	2.0215	188	0.6523	0.6953	0.6523	0.8076
No log	2.0430	190	0.6507	0.7139	0.6507	0.8067
No log	2.0645	192	0.6720	0.7317	0.6720	0.8197
No log	2.0860	194	0.7050	0.7387	0.7050	0.8396
No log	2.1075	196	0.7423	0.7147	0.7423	0.8616
No log	2.1290	198	0.7585	0.7335	0.7585	0.8709
No log	2.1505	200	0.7047	0.7504	0.7047	0.8395
No log	2.1720	202	0.6590	0.6812	0.6590	0.8118
No log	2.1935	204	0.6725	0.6385	0.6725	0.8201
No log	2.2151	206	0.7226	0.6712	0.7226	0.8500
No log	2.2366	208	0.7098	0.6608	0.7098	0.8425
No log	2.2581	210	0.6509	0.6393	0.6509	0.8068
No log	2.2796	212	0.6970	0.7162	0.6970	0.8349
No log	2.3011	214	0.9262	0.6238	0.9262	0.9624
No log	2.3226	216	1.1049	0.5905	1.1049	1.0512
No log	2.3441	218	1.0861	0.6127	1.0861	1.0422
No log	2.3656	220	0.9092	0.6349	0.9092	0.9535
No log	2.3871	222	0.7373	0.7035	0.7373	0.8587
No log	2.4086	224	0.6835	0.7316	0.6835	0.8267
No log	2.4301	226	0.6951	0.7186	0.6951	0.8337
No log	2.4516	228	0.7588	0.7237	0.7588	0.8711
No log	2.4731	230	0.9236	0.6728	0.9236	0.9610
No log	2.4946	232	1.0681	0.6703	1.0681	1.0335
No log	2.5161	234	1.0993	0.6464	1.0993	1.0485
No log	2.5376	236	1.0589	0.6695	1.0589	1.0290
No log	2.5591	238	0.9007	0.6695	0.9007	0.9491
No log	2.5806	240	0.7939	0.7165	0.7939	0.8910
No log	2.6022	242	0.7587	0.7166	0.7587	0.8710
No log	2.6237	244	0.7502	0.7166	0.7502	0.8661
No log	2.6452	246	0.7331	0.7365	0.7331	0.8562
No log	2.6667	248	0.7091	0.7559	0.7091	0.8421
No log	2.6882	250	0.6775	0.7589	0.6775	0.8231
No log	2.7097	252	0.6713	0.7383	0.6713	0.8193
No log	2.7312	254	0.6834	0.7353	0.6834	0.8267
No log	2.7527	256	0.7045	0.7347	0.7045	0.8394
No log	2.7742	258	0.6692	0.7293	0.6692	0.8180
No log	2.7957	260	0.6381	0.7244	0.6381	0.7988
No log	2.8172	262	0.6570	0.7386	0.6570	0.8106
No log	2.8387	264	0.6732	0.7309	0.6732	0.8205
No log	2.8602	266	0.7078	0.7217	0.7078	0.8413
No log	2.8817	268	0.6862	0.7270	0.6862	0.8284
No log	2.9032	270	0.6325	0.7045	0.6325	0.7953
No log	2.9247	272	0.6250	0.7155	0.6250	0.7906
No log	2.9462	274	0.6322	0.7174	0.6322	0.7951
No log	2.9677	276	0.6610	0.7267	0.6610	0.8130
No log	2.9892	278	0.7266	0.7452	0.7266	0.8524
No log	3.0108	280	0.7416	0.7222	0.7416	0.8611
No log	3.0323	282	0.6936	0.7375	0.6936	0.8328
No log	3.0538	284	0.6746	0.7315	0.6746	0.8213
No log	3.0753	286	0.6916	0.7330	0.6916	0.8316
No log	3.0968	288	0.6856	0.7201	0.6856	0.8280
No log	3.1183	290	0.6830	0.7200	0.6830	0.8264
No log	3.1398	292	0.6548	0.7164	0.6548	0.8092
No log	3.1613	294	0.6642	0.7045	0.6642	0.8150
No log	3.1828	296	0.6918	0.7177	0.6918	0.8317
No log	3.2043	298	0.6782	0.7113	0.6782	0.8236
No log	3.2258	300	0.6577	0.7035	0.6577	0.8110
No log	3.2473	302	0.6465	0.7190	0.6465	0.8041
No log	3.2688	304	0.6651	0.7216	0.6651	0.8156
No log	3.2903	306	0.7025	0.7375	0.7025	0.8382
No log	3.3118	308	0.6949	0.7376	0.6949	0.8336
No log	3.3333	310	0.6872	0.7207	0.6872	0.8290
No log	3.3548	312	0.6768	0.6973	0.6768	0.8227
No log	3.3763	314	0.6883	0.7000	0.6883	0.8297
No log	3.3978	316	0.6958	0.7000	0.6958	0.8341
No log	3.4194	318	0.6917	0.7000	0.6917	0.8317
No log	3.4409	320	0.7129	0.7224	0.7129	0.8443
No log	3.4624	322	0.7131	0.7330	0.7131	0.8445
No log	3.4839	324	0.7170	0.7293	0.7170	0.8467
No log	3.5054	326	0.6764	0.7088	0.6764	0.8224
No log	3.5269	328	0.6636	0.7029	0.6636	0.8146
No log	3.5484	330	0.6671	0.6918	0.6671	0.8167
No log	3.5699	332	0.6674	0.6918	0.6674	0.8169
No log	3.5914	334	0.6626	0.7103	0.6626	0.8140
No log	3.6129	336	0.6691	0.7062	0.6691	0.8180
No log	3.6344	338	0.7186	0.7363	0.7186	0.8477
No log	3.6559	340	0.7252	0.7074	0.7252	0.8516
No log	3.6774	342	0.6824	0.6950	0.6824	0.8261
No log	3.6989	344	0.6431	0.6785	0.6431	0.8020
No log	3.7204	346	0.6583	0.6673	0.6583	0.8113
No log	3.7419	348	0.6681	0.6618	0.6681	0.8174
No log	3.7634	350	0.6565	0.6662	0.6565	0.8103
No log	3.7849	352	0.6486	0.6928	0.6486	0.8053
No log	3.8065	354	0.6456	0.6865	0.6456	0.8035
No log	3.8280	356	0.6552	0.6856	0.6552	0.8095
No log	3.8495	358	0.6723	0.6913	0.6723	0.8199
No log	3.8710	360	0.6974	0.7271	0.6974	0.8351
No log	3.8925	362	0.6969	0.7393	0.6969	0.8348
No log	3.9140	364	0.6774	0.7313	0.6774	0.8231
No log	3.9355	366	0.6703	0.7245	0.6703	0.8187
No log	3.9570	368	0.6743	0.7124	0.6743	0.8212
No log	3.9785	370	0.6755	0.7259	0.6755	0.8219
No log	4.0	372	0.6835	0.7240	0.6835	0.8267
No log	4.0215	374	0.7270	0.7486	0.7270	0.8526
No log	4.0430	376	0.7747	0.7286	0.7747	0.8801
No log	4.0645	378	0.7546	0.7366	0.7546	0.8687
No log	4.0860	380	0.7215	0.7023	0.7215	0.8494
No log	4.1075	382	0.6677	0.7203	0.6677	0.8171
No log	4.1290	384	0.6422	0.7224	0.6422	0.8014
No log	4.1505	386	0.6429	0.6919	0.6429	0.8018
No log	4.1720	388	0.6467	0.6949	0.6467	0.8041
No log	4.1935	390	0.6452	0.6949	0.6452	0.8032
No log	4.2151	392	0.6397	0.6940	0.6397	0.7998
No log	4.2366	394	0.6385	0.6824	0.6385	0.7991
No log	4.2581	396	0.6529	0.7300	0.6529	0.8080
No log	4.2796	398	0.6643	0.7470	0.6643	0.8150
No log	4.3011	400	0.6474	0.7504	0.6474	0.8046
No log	4.3226	402	0.6249	0.7344	0.6249	0.7905
No log	4.3441	404	0.6154	0.7036	0.6154	0.7844
No log	4.3656	406	0.6103	0.6943	0.6103	0.7812
No log	4.3871	408	0.6063	0.7275	0.6063	0.7786
No log	4.4086	410	0.6140	0.7583	0.6140	0.7836
No log	4.4301	412	0.6706	0.7345	0.6706	0.8189
No log	4.4516	414	0.7106	0.7124	0.7106	0.8430
No log	4.4731	416	0.6883	0.7512	0.6883	0.8296
No log	4.4946	418	0.6328	0.7490	0.6328	0.7955
No log	4.5161	420	0.6158	0.6998	0.6158	0.7847
No log	4.5376	422	0.6157	0.6858	0.6157	0.7847
No log	4.5591	424	0.6167	0.6970	0.6167	0.7853
No log	4.5806	426	0.6168	0.6970	0.6168	0.7854
No log	4.6022	428	0.6247	0.7291	0.6247	0.7904
No log	4.6237	430	0.6510	0.7525	0.6510	0.8068
No log	4.6452	432	0.6551	0.7603	0.6551	0.8094
No log	4.6667	434	0.6612	0.7535	0.6612	0.8132
No log	4.6882	436	0.6635	0.7563	0.6635	0.8146
No log	4.7097	438	0.6591	0.7483	0.6591	0.8119
No log	4.7312	440	0.6645	0.7457	0.6645	0.8152
No log	4.7527	442	0.7060	0.7243	0.7060	0.8402
No log	4.7742	444	0.7682	0.7075	0.7682	0.8765
No log	4.7957	446	0.8438	0.6970	0.8438	0.9186
No log	4.8172	448	0.8581	0.7013	0.8581	0.9263
No log	4.8387	450	0.8112	0.7005	0.8112	0.9007
No log	4.8602	452	0.7288	0.7384	0.7288	0.8537
No log	4.8817	454	0.6653	0.7415	0.6653	0.8157
No log	4.9032	456	0.6193	0.7544	0.6193	0.7870
No log	4.9247	458	0.5980	0.7644	0.5980	0.7733
No log	4.9462	460	0.5975	0.7767	0.5975	0.7730
No log	4.9677	462	0.6111	0.7665	0.6111	0.7818
No log	4.9892	464	0.6504	0.7555	0.6504	0.8065
No log	5.0108	466	0.7145	0.7237	0.7145	0.8453
No log	5.0323	468	0.7363	0.7315	0.7363	0.8581
No log	5.0538	470	0.7831	0.7341	0.7831	0.8849
No log	5.0753	472	0.8120	0.7248	0.8120	0.9011
No log	5.0968	474	0.7762	0.7348	0.7762	0.8810
No log	5.1183	476	0.7028	0.7596	0.7028	0.8383
No log	5.1398	478	0.6727	0.7409	0.6727	0.8202
No log	5.1613	480	0.6600	0.7315	0.6600	0.8124
No log	5.1828	482	0.6338	0.7430	0.6338	0.7961
No log	5.2043	484	0.6210	0.7479	0.6210	0.7881
No log	5.2258	486	0.6170	0.7390	0.6170	0.7855
No log	5.2473	488	0.6122	0.7479	0.6122	0.7824
No log	5.2688	490	0.6180	0.7432	0.6180	0.7861
No log	5.2903	492	0.6184	0.7470	0.6184	0.7864
No log	5.3118	494	0.6150	0.7470	0.6150	0.7843
No log	5.3333	496	0.6123	0.7269	0.6123	0.7825
No log	5.3548	498	0.6262	0.7507	0.6262	0.7913
0.3223	5.3763	500	0.6365	0.7498	0.6365	0.7978
0.3223	5.3978	502	0.6331	0.7403	0.6331	0.7957
0.3223	5.4194	504	0.6200	0.7354	0.6200	0.7874
0.3223	5.4409	506	0.6198	0.7241	0.6198	0.7873
0.3223	5.4624	508	0.6313	0.6995	0.6313	0.7946
0.3223	5.4839	510	0.6316	0.7088	0.6316	0.7948
0.3223	5.5054	512	0.6268	0.7383	0.6268	0.7917
0.3223	5.5269	514	0.6236	0.7435	0.6236	0.7897
0.3223	5.5484	516	0.6325	0.7453	0.6325	0.7953
0.3223	5.5699	518	0.6623	0.7335	0.6623	0.8138
0.3223	5.5914	520	0.7090	0.7399	0.7090	0.8420
0.3223	5.6129	522	0.7607	0.7212	0.7607	0.8722
0.3223	5.6344	524	0.7742	0.7086	0.7742	0.8799
0.3223	5.6559	526	0.7535	0.7211	0.7535	0.8681
0.3223	5.6774	528	0.6959	0.7307	0.6959	0.8342
0.3223	5.6989	530	0.6391	0.7192	0.6391	0.7995
0.3223	5.7204	532	0.6174	0.7159	0.6174	0.7858
0.3223	5.7419	534	0.6144	0.7400	0.6144	0.7838
0.3223	5.7634	536	0.6176	0.7257	0.6176	0.7859
0.3223	5.7849	538	0.6241	0.7151	0.6241	0.7900
0.3223	5.8065	540	0.6216	0.7216	0.6216	0.7884
0.3223	5.8280	542	0.6152	0.7216	0.6152	0.7844
0.3223	5.8495	544	0.6238	0.7073	0.6238	0.7898
0.3223	5.8710	546	0.6689	0.7316	0.6689	0.8178
0.3223	5.8925	548	0.7001	0.7286	0.7001	0.8367
0.3223	5.9140	550	0.6940	0.7286	0.6940	0.8331
0.3223	5.9355	552	0.6717	0.7419	0.6717	0.8196
0.3223	5.9570	554	0.6599	0.7343	0.6599	0.8124
0.3223	5.9785	556	0.6503	0.7004	0.6503	0.8064
0.3223	6.0	558	0.6450	0.6899	0.6450	0.8031
0.3223	6.0215	560	0.6458	0.6851	0.6458	0.8036
0.3223	6.0430	562	0.6458	0.6804	0.6458	0.8036
0.3223	6.0645	564	0.6561	0.7055	0.6561	0.8100
0.3223	6.0860	566	0.6878	0.7321	0.6878	0.8293
0.3223	6.1075	568	0.7139	0.7472	0.7139	0.8449
0.3223	6.1290	570	0.7137	0.7220	0.7137	0.8448
0.3223	6.1505	572	0.7114	0.7115	0.7114	0.8435
0.3223	6.1720	574	0.7127	0.7115	0.7127	0.8442
0.3223	6.1935	576	0.7291	0.7177	0.7291	0.8539
0.3223	6.2151	578	0.7403	0.7207	0.7403	0.8604
0.3223	6.2366	580	0.7207	0.7094	0.7207	0.8490
0.3223	6.2581	582	0.6939	0.7115	0.6939	0.8330
0.3223	6.2796	584	0.6695	0.7078	0.6695	0.8182
0.3223	6.3011	586	0.6585	0.6996	0.6585	0.8115
0.3223	6.3226	588	0.6585	0.6996	0.6585	0.8115
0.3223	6.3441	590	0.6732	0.7078	0.6732	0.8205
0.3223	6.3656	592	0.6920	0.7271	0.6920	0.8319
0.3223	6.3871	594	0.7002	0.7308	0.7002	0.8368
0.3223	6.4086	596	0.7160	0.7367	0.7160	0.8462
0.3223	6.4301	598	0.7567	0.7039	0.7567	0.8699
0.3223	6.4516	600	0.7785	0.7081	0.7785	0.8823
0.3223	6.4731	602	0.7576	0.7198	0.7576	0.8704
0.3223	6.4946	604	0.7067	0.7398	0.7067	0.8407
0.3223	6.5161	606	0.6642	0.7427	0.6642	0.8150
0.3223	6.5376	608	0.6542	0.7450	0.6542	0.8089
0.3223	6.5591	610	0.6542	0.7420	0.6542	0.8089
0.3223	6.5806	612	0.6568	0.7476	0.6568	0.8104
0.3223	6.6022	614	0.6587	0.7453	0.6587	0.8116
0.3223	6.6237	616	0.6687	0.7566	0.6687	0.8177
0.3223	6.6452	618	0.6936	0.7376	0.6936	0.8328
0.3223	6.6667	620	0.7178	0.7376	0.7178	0.8472
0.3223	6.6882	622	0.7315	0.7376	0.7315	0.8553
0.3223	6.7097	624	0.7340	0.7253	0.7340	0.8567
0.3223	6.7312	626	0.7405	0.7211	0.7405	0.8605
0.3223	6.7527	628	0.7591	0.7148	0.7591	0.8713
0.3223	6.7742	630	0.7506	0.7253	0.7506	0.8664
0.3223	6.7957	632	0.7350	0.7370	0.7350	0.8573
0.3223	6.8172	634	0.7366	0.7411	0.7366	0.8582
0.3223	6.8387	636	0.7535	0.7588	0.7535	0.8680
0.3223	6.8602	638	0.7519	0.7588	0.7519	0.8671
0.3223	6.8817	640	0.7386	0.7576	0.7386	0.8594
0.3223	6.9032	642	0.7051	0.7533	0.7051	0.8397
0.3223	6.9247	644	0.6815	0.7492	0.6815	0.8255
0.3223	6.9462	646	0.6635	0.7383	0.6635	0.8145
0.3223	6.9677	648	0.6536	0.7495	0.6536	0.8085
0.3223	6.9892	650	0.6509	0.7566	0.6509	0.8068
0.3223	7.0108	652	0.6618	0.7307	0.6618	0.8135
0.3223	7.0323	654	0.6650	0.7301	0.6650	0.8155
0.3223	7.0538	656	0.6608	0.7337	0.6608	0.8129
0.3223	7.0753	658	0.6604	0.7337	0.6604	0.8126
0.3223	7.0968	660	0.6556	0.7337	0.6556	0.8097
0.3223	7.1183	662	0.6362	0.7513	0.6362	0.7976
0.3223	7.1398	664	0.6251	0.7499	0.6251	0.7906
0.3223	7.1613	666	0.6089	0.7450	0.6089	0.7803
0.3223	7.1828	668	0.5975	0.7567	0.5975	0.7729
0.3223	7.2043	670	0.5940	0.7690	0.5940	0.7707
0.3223	7.2258	672	0.5948	0.7567	0.5948	0.7713
0.3223	7.2473	674	0.5980	0.7646	0.5980	0.7733
0.3223	7.2688	676	0.6045	0.7475	0.6045	0.7775
0.3223	7.2903	678	0.6022	0.7475	0.6022	0.7760
0.3223	7.3118	680	0.5994	0.7641	0.5994	0.7742
0.3223	7.3333	682	0.5998	0.7641	0.5998	0.7745
0.3223	7.3548	684	0.5992	0.7604	0.5992	0.7741
0.3223	7.3763	686	0.6052	0.7641	0.6052	0.7780
0.3223	7.3978	688	0.6141	0.7598	0.6141	0.7836
0.3223	7.4194	690	0.6308	0.7427	0.6308	0.7943
0.3223	7.4409	692	0.6481	0.7519	0.6481	0.8051
0.3223	7.4624	694	0.6503	0.7519	0.6503	0.8064
0.3223	7.4839	696	0.6374	0.7483	0.6374	0.7984
0.3223	7.5054	698	0.6199	0.7570	0.6199	0.7873
0.3223	7.5269	700	0.6150	0.7563	0.6150	0.7842
0.3223	7.5484	702	0.6150	0.7563	0.6150	0.7842
0.3223	7.5699	704	0.6113	0.7690	0.6113	0.7819
0.3223	7.5914	706	0.6131	0.7642	0.6131	0.7830
0.3223	7.6129	708	0.6230	0.7602	0.6230	0.7893
0.3223	7.6344	710	0.6302	0.7602	0.6302	0.7939
0.3223	7.6559	712	0.6374	0.7519	0.6374	0.7984
0.3223	7.6774	714	0.6382	0.7519	0.6382	0.7989
0.3223	7.6989	716	0.6280	0.7519	0.6280	0.7925
0.3223	7.7204	718	0.6267	0.7519	0.6267	0.7917
0.3223	7.7419	720	0.6338	0.7519	0.6338	0.7961
0.3223	7.7634	722	0.6460	0.7477	0.6460	0.8037
0.3223	7.7849	724	0.6472	0.7301	0.6472	0.8045
0.3223	7.8065	726	0.6409	0.7477	0.6409	0.8006
0.3223	7.8280	728	0.6388	0.7403	0.6388	0.7993
0.3223	7.8495	730	0.6291	0.7345	0.6291	0.7932
0.3223	7.8710	732	0.6193	0.7308	0.6193	0.7870
0.3223	7.8925	734	0.6093	0.7436	0.6093	0.7806
0.3223	7.9140	736	0.6009	0.7567	0.6009	0.7752
0.3223	7.9355	738	0.5962	0.7617	0.5962	0.7721
0.3223	7.9570	740	0.5949	0.7643	0.5949	0.7713
0.3223	7.9785	742	0.5975	0.7709	0.5975	0.7730
0.3223	8.0	744	0.6015	0.7665	0.6015	0.7756
0.3223	8.0215	746	0.6098	0.7611	0.6098	0.7809
0.3223	8.0430	748	0.6140	0.7611	0.6140	0.7836
0.3223	8.0645	750	0.6234	0.7588	0.6234	0.7895
0.3223	8.0860	752	0.6300	0.7528	0.6300	0.7938
0.3223	8.1075	754	0.6378	0.7649	0.6378	0.7986
0.3223	8.1290	756	0.6328	0.7691	0.6328	0.7955
0.3223	8.1505	758	0.6230	0.7715	0.6230	0.7893
0.3223	8.1720	760	0.6192	0.7739	0.6192	0.7869
0.3223	8.1935	762	0.6130	0.7739	0.6130	0.7829
0.3223	8.2151	764	0.6059	0.7739	0.6059	0.7784
0.3223	8.2366	766	0.6028	0.7869	0.6028	0.7764
0.3223	8.2581	768	0.6047	0.7869	0.6047	0.7776
0.3223	8.2796	770	0.6103	0.7739	0.6103	0.7812
0.3223	8.3011	772	0.6164	0.7739	0.6164	0.7851
0.3223	8.3226	774	0.6233	0.7697	0.6233	0.7895
0.3223	8.3441	776	0.6311	0.7551	0.6311	0.7944
0.3223	8.3656	778	0.6424	0.7564	0.6424	0.8015
0.3223	8.3871	780	0.6577	0.7564	0.6577	0.8110
0.3223	8.4086	782	0.6710	0.7460	0.6710	0.8191
0.3223	8.4301	784	0.6862	0.7237	0.6862	0.8284
0.3223	8.4516	786	0.6927	0.6997	0.6927	0.8323
0.3223	8.4731	788	0.6864	0.6997	0.6864	0.8285
0.3223	8.4946	790	0.6791	0.7158	0.6791	0.8241
0.3223	8.5161	792	0.6765	0.7383	0.6765	0.8225
0.3223	8.5376	794	0.6741	0.7279	0.6741	0.8210
0.3223	8.5591	796	0.6732	0.7279	0.6732	0.8205
0.3223	8.5806	798	0.6644	0.7279	0.6644	0.8151
0.3223	8.6022	800	0.6509	0.7427	0.6509	0.8068
0.3223	8.6237	802	0.6383	0.7568	0.6383	0.7990
0.3223	8.6452	804	0.6325	0.7551	0.6325	0.7953
0.3223	8.6667	806	0.6313	0.7551	0.6313	0.7946
0.3223	8.6882	808	0.6318	0.7551	0.6318	0.7948
0.3223	8.7097	810	0.6292	0.7672	0.6292	0.7932
0.3223	8.7312	812	0.6272	0.7697	0.6272	0.7920
0.3223	8.7527	814	0.6271	0.7697	0.6271	0.7919
0.3223	8.7742	816	0.6259	0.7697	0.6259	0.7911
0.3223	8.7957	818	0.6253	0.7697	0.6253	0.7908
0.3223	8.8172	820	0.6257	0.7672	0.6257	0.7910
0.3223	8.8387	822	0.6293	0.7551	0.6293	0.7933
0.3223	8.8602	824	0.6356	0.7588	0.6356	0.7973
0.3223	8.8817	826	0.6380	0.7588	0.6380	0.7988
0.3223	8.9032	828	0.6432	0.7588	0.6432	0.8020
0.3223	8.9247	830	0.6522	0.7502	0.6522	0.8076
0.3223	8.9462	832	0.6599	0.7460	0.6599	0.8123
0.3223	8.9677	834	0.6681	0.7460	0.6681	0.8174
0.3223	8.9892	836	0.6710	0.7460	0.6710	0.8192
0.3223	9.0108	838	0.6712	0.7460	0.6712	0.8193
0.3223	9.0323	840	0.6710	0.7460	0.6710	0.8191
0.3223	9.0538	842	0.6761	0.7415	0.6761	0.8223
0.3223	9.0753	844	0.6796	0.7415	0.6796	0.8244
0.3223	9.0968	846	0.6782	0.7415	0.6782	0.8235
0.3223	9.1183	848	0.6691	0.7457	0.6691	0.8180
0.3223	9.1398	850	0.6572	0.7463	0.6572	0.8107
0.3223	9.1613	852	0.6468	0.7564	0.6468	0.8043
0.3223	9.1828	854	0.6349	0.7588	0.6349	0.7968
0.3223	9.2043	856	0.6272	0.7588	0.6272	0.7919
0.3223	9.2258	858	0.6189	0.7574	0.6189	0.7867
0.3223	9.2473	860	0.6138	0.7678	0.6138	0.7835
0.3223	9.2688	862	0.6108	0.7678	0.6108	0.7816
0.3223	9.2903	864	0.6102	0.7801	0.6102	0.7812
0.3223	9.3118	866	0.6109	0.7801	0.6109	0.7816
0.3223	9.3333	868	0.6124	0.7801	0.6124	0.7826
0.3223	9.3548	870	0.6153	0.7697	0.6153	0.7844
0.3223	9.3763	872	0.6196	0.7574	0.6196	0.7871
0.3223	9.3978	874	0.6218	0.7574	0.6218	0.7886
0.3223	9.4194	876	0.6218	0.7574	0.6218	0.7885
0.3223	9.4409	878	0.6219	0.7574	0.6219	0.7886
0.3223	9.4624	880	0.6219	0.7574	0.6219	0.7886
0.3223	9.4839	882	0.6240	0.7551	0.6240	0.7899
0.3223	9.5054	884	0.6254	0.7551	0.6254	0.7909
0.3223	9.5269	886	0.6271	0.7551	0.6271	0.7919
0.3223	9.5484	888	0.6293	0.7551	0.6293	0.7933
0.3223	9.5699	890	0.6307	0.7551	0.6307	0.7942
0.3223	9.5914	892	0.6335	0.7564	0.6335	0.7959
0.3223	9.6129	894	0.6342	0.7564	0.6342	0.7963
0.3223	9.6344	896	0.6351	0.7564	0.6351	0.7969
0.3223	9.6559	898	0.6375	0.7564	0.6375	0.7985
0.3223	9.6774	900	0.6394	0.7463	0.6394	0.7997
0.3223	9.6989	902	0.6427	0.7463	0.6427	0.8017
0.3223	9.7204	904	0.6456	0.7463	0.6456	0.8035
0.3223	9.7419	906	0.6493	0.7519	0.6493	0.8058
0.3223	9.7634	908	0.6534	0.7519	0.6534	0.8083
0.3223	9.7849	910	0.6556	0.7519	0.6556	0.8097
0.3223	9.8065	912	0.6560	0.7519	0.6560	0.8099
0.3223	9.8280	914	0.6550	0.7519	0.6550	0.8093
0.3223	9.8495	916	0.6543	0.7519	0.6543	0.8089
0.3223	9.8710	918	0.6536	0.7519	0.6536	0.8085
0.3223	9.8925	920	0.6539	0.7519	0.6539	0.8086
0.3223	9.9140	922	0.6538	0.7519	0.6538	0.8086
0.3223	9.9355	924	0.6534	0.7519	0.6534	0.8083
0.3223	9.9570	926	0.6530	0.7519	0.6530	0.8081
0.3223	9.9785	928	0.6528	0.7519	0.6528	0.8079
0.3223	10.0	930	0.6527	0.7519	0.6527	0.8079

Framework versions

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