ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k17_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: 0.6254
• Qwk: 0.7103
• Mse: 0.6254
• Rmse: 0.7908

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	0.0238	2	5.4666	-0.0261	5.4666	2.3381
No log	0.0476	4	3.2405	0.0688	3.2405	1.8001
No log	0.0714	6	2.0403	0.0523	2.0403	1.4284
No log	0.0952	8	1.7531	0.1062	1.7531	1.3240
No log	0.1190	10	1.2621	0.2338	1.2621	1.1234
No log	0.1429	12	1.2434	0.2512	1.2434	1.1151
No log	0.1667	14	1.2286	0.2612	1.2286	1.1084
No log	0.1905	16	1.2886	0.1700	1.2886	1.1352
No log	0.2143	18	1.4884	0.0086	1.4884	1.2200
No log	0.2381	20	1.4895	0.0472	1.4895	1.2205
No log	0.2619	22	1.4503	0.0845	1.4503	1.2043
No log	0.2857	24	1.5671	0.0977	1.5671	1.2518
No log	0.3095	26	1.4570	0.2152	1.4570	1.2071
No log	0.3333	28	1.3138	0.2428	1.3138	1.1462
No log	0.3571	30	1.4163	0.2024	1.4163	1.1901
No log	0.3810	32	1.3147	0.2353	1.3147	1.1466
No log	0.4048	34	1.2429	0.3071	1.2429	1.1148
No log	0.4286	36	1.2668	0.3264	1.2668	1.1255
No log	0.4524	38	1.4229	0.2484	1.4229	1.1928
No log	0.4762	40	1.4492	0.2747	1.4492	1.2038
No log	0.5	42	1.5088	0.2882	1.5088	1.2283
No log	0.5238	44	1.2271	0.3971	1.2271	1.1077
No log	0.5476	46	1.0133	0.4493	1.0133	1.0066
No log	0.5714	48	0.8182	0.5728	0.8182	0.9045
No log	0.5952	50	0.8029	0.4690	0.8029	0.8960
No log	0.6190	52	0.7974	0.4992	0.7974	0.8930
No log	0.6429	54	0.9880	0.4610	0.9880	0.9940
No log	0.6667	56	1.4667	0.2227	1.4667	1.2111
No log	0.6905	58	1.5424	0.2392	1.5424	1.2419
No log	0.7143	60	1.1424	0.3043	1.1424	1.0688
No log	0.7381	62	0.8167	0.4923	0.8167	0.9037
No log	0.7619	64	0.7872	0.5013	0.7872	0.8872
No log	0.7857	66	0.7869	0.5423	0.7869	0.8871
No log	0.8095	68	0.7854	0.5695	0.7854	0.8862
No log	0.8333	70	0.8082	0.5954	0.8082	0.8990
No log	0.8571	72	0.8631	0.5824	0.8631	0.9291
No log	0.8810	74	0.8627	0.5920	0.8627	0.9288
No log	0.9048	76	0.7249	0.5412	0.7249	0.8514
No log	0.9286	78	0.7114	0.5341	0.7114	0.8435
No log	0.9524	80	0.7031	0.5412	0.7031	0.8385
No log	0.9762	82	0.7696	0.5938	0.7696	0.8773
No log	1.0	84	0.8026	0.6136	0.8026	0.8959
No log	1.0238	86	0.7834	0.5982	0.7834	0.8851
No log	1.0476	88	0.8080	0.5956	0.8080	0.8989
No log	1.0714	90	0.8647	0.5748	0.8647	0.9299
No log	1.0952	92	0.7965	0.6405	0.7965	0.8925
No log	1.1190	94	0.8095	0.6249	0.8095	0.8997
No log	1.1429	96	0.8591	0.5734	0.8591	0.9269
No log	1.1667	98	0.7346	0.6804	0.7346	0.8571
No log	1.1905	100	0.7368	0.6544	0.7368	0.8584
No log	1.2143	102	0.7051	0.6423	0.7051	0.8397
No log	1.2381	104	0.7371	0.6322	0.7371	0.8586
No log	1.2619	106	0.8452	0.6133	0.8452	0.9194
No log	1.2857	108	0.7110	0.6240	0.7110	0.8432
No log	1.3095	110	0.6195	0.7158	0.6195	0.7871
No log	1.3333	112	0.8170	0.6162	0.8170	0.9039
No log	1.3571	114	0.9835	0.5159	0.9835	0.9917
No log	1.3810	116	0.9186	0.4807	0.9186	0.9584
No log	1.4048	118	0.7435	0.6052	0.7435	0.8623
No log	1.4286	120	0.6549	0.6740	0.6549	0.8093
No log	1.4524	122	0.6884	0.6802	0.6884	0.8297
No log	1.4762	124	0.6999	0.6333	0.6999	0.8366
No log	1.5	126	0.7266	0.6362	0.7266	0.8524
No log	1.5238	128	0.7517	0.6085	0.7517	0.8670
No log	1.5476	130	0.7770	0.5509	0.7770	0.8815
No log	1.5714	132	0.7369	0.6098	0.7369	0.8584
No log	1.5952	134	0.7432	0.6227	0.7432	0.8621
No log	1.6190	136	1.1170	0.5350	1.1170	1.0569
No log	1.6429	138	1.6783	0.3444	1.6783	1.2955
No log	1.6667	140	1.7131	0.3707	1.7131	1.3088
No log	1.6905	142	1.2015	0.5377	1.2015	1.0961
No log	1.7143	144	0.7399	0.6578	0.7399	0.8602
No log	1.7381	146	0.6574	0.7007	0.6574	0.8108
No log	1.7619	148	0.6357	0.7087	0.6357	0.7973
No log	1.7857	150	0.6393	0.6873	0.6393	0.7995
No log	1.8095	152	0.7147	0.6720	0.7147	0.8454
No log	1.8333	154	0.7844	0.6393	0.7844	0.8856
No log	1.8571	156	0.7606	0.6368	0.7606	0.8721
No log	1.8810	158	0.6812	0.6504	0.6812	0.8254
No log	1.9048	160	0.6379	0.7212	0.6379	0.7987
No log	1.9286	162	0.6769	0.7383	0.6769	0.8227
No log	1.9524	164	0.7441	0.6584	0.7441	0.8626
No log	1.9762	166	0.7534	0.6603	0.7534	0.8680
No log	2.0	168	0.6753	0.7308	0.6753	0.8218
No log	2.0238	170	0.5899	0.7105	0.5899	0.7681
No log	2.0476	172	0.6531	0.6742	0.6531	0.8081
No log	2.0714	174	0.8486	0.6374	0.8486	0.9212
No log	2.0952	176	0.9285	0.6366	0.9285	0.9636
No log	2.1190	178	0.8285	0.6396	0.8285	0.9102
No log	2.1429	180	0.7957	0.6371	0.7957	0.8920
No log	2.1667	182	0.7137	0.6432	0.7137	0.8448
No log	2.1905	184	0.6803	0.6636	0.6803	0.8248
No log	2.2143	186	0.7155	0.6521	0.7155	0.8458
No log	2.2381	188	0.7340	0.6511	0.7340	0.8568
No log	2.2619	190	0.7450	0.6812	0.7450	0.8631
No log	2.2857	192	0.7347	0.6466	0.7347	0.8572
No log	2.3095	194	0.6775	0.6408	0.6775	0.8231
No log	2.3333	196	0.6353	0.6618	0.6353	0.7970
No log	2.3571	198	0.6274	0.6722	0.6274	0.7921
No log	2.3810	200	0.6207	0.6651	0.6207	0.7878
No log	2.4048	202	0.6190	0.6555	0.6190	0.7868
No log	2.4286	204	0.6003	0.6877	0.6003	0.7748
No log	2.4524	206	0.6092	0.6745	0.6092	0.7805
No log	2.4762	208	0.6057	0.6795	0.6057	0.7783
No log	2.5	210	0.6222	0.6598	0.6222	0.7888
No log	2.5238	212	0.6741	0.6520	0.6741	0.8211
No log	2.5476	214	0.7172	0.6306	0.7172	0.8469
No log	2.5714	216	0.7281	0.6333	0.7281	0.8533
No log	2.5952	218	0.6876	0.6450	0.6876	0.8292
No log	2.6190	220	0.6586	0.6908	0.6586	0.8115
No log	2.6429	222	0.6484	0.7383	0.6484	0.8052
No log	2.6667	224	0.6487	0.7151	0.6487	0.8054
No log	2.6905	226	0.6459	0.7389	0.6459	0.8037
No log	2.7143	228	0.6563	0.6801	0.6563	0.8101
No log	2.7381	230	0.7291	0.6233	0.7291	0.8539
No log	2.7619	232	0.7608	0.6157	0.7608	0.8723
No log	2.7857	234	0.7577	0.6233	0.7577	0.8705
No log	2.8095	236	0.7340	0.6308	0.7340	0.8567
No log	2.8333	238	0.6609	0.6734	0.6609	0.8129
No log	2.8571	240	0.6925	0.7238	0.6925	0.8322
No log	2.8810	242	0.7269	0.7243	0.7269	0.8526
No log	2.9048	244	0.7583	0.7304	0.7583	0.8708
No log	2.9286	246	0.7604	0.7289	0.7604	0.8720
No log	2.9524	248	0.7524	0.7233	0.7524	0.8674
No log	2.9762	250	0.7136	0.7218	0.7136	0.8447
No log	3.0	252	0.6713	0.7165	0.6713	0.8193
No log	3.0238	254	0.6983	0.6799	0.6983	0.8356
No log	3.0476	256	0.7177	0.6447	0.7177	0.8472
No log	3.0714	258	0.7556	0.6441	0.7556	0.8692
No log	3.0952	260	0.7233	0.6521	0.7233	0.8505
No log	3.1190	262	0.6282	0.6791	0.6282	0.7926
No log	3.1429	264	0.6077	0.6932	0.6077	0.7795
No log	3.1667	266	0.6208	0.7215	0.6208	0.7879
No log	3.1905	268	0.6299	0.6774	0.6299	0.7937
No log	3.2143	270	0.7840	0.6564	0.7840	0.8854
No log	3.2381	272	1.0290	0.5949	1.0290	1.0144
No log	3.2619	274	0.9858	0.5816	0.9858	0.9929
No log	3.2857	276	0.7730	0.6472	0.7730	0.8792
No log	3.3095	278	0.6877	0.6585	0.6877	0.8293
No log	3.3333	280	0.7309	0.6229	0.7309	0.8549
No log	3.3571	282	0.7917	0.5701	0.7917	0.8898
No log	3.3810	284	0.7894	0.5734	0.7894	0.8885
No log	3.4048	286	0.7585	0.5701	0.7585	0.8709
No log	3.4286	288	0.7504	0.6015	0.7504	0.8662
No log	3.4524	290	0.7299	0.6475	0.7299	0.8543
No log	3.4762	292	0.7165	0.6699	0.7165	0.8465
No log	3.5	294	0.7190	0.6852	0.7190	0.8479
No log	3.5238	296	0.7079	0.6988	0.7079	0.8414
No log	3.5476	298	0.7143	0.6955	0.7143	0.8452
No log	3.5714	300	0.6997	0.7059	0.6997	0.8365
No log	3.5952	302	0.6448	0.7129	0.6448	0.8030
No log	3.6190	304	0.6212	0.6953	0.6212	0.7882
No log	3.6429	306	0.6481	0.6593	0.6481	0.8051
No log	3.6667	308	0.6940	0.6075	0.6940	0.8331
No log	3.6905	310	0.6705	0.6380	0.6705	0.8189
No log	3.7143	312	0.6315	0.6481	0.6315	0.7947
No log	3.7381	314	0.6240	0.6820	0.6240	0.7900
No log	3.7619	316	0.6279	0.7161	0.6279	0.7924
No log	3.7857	318	0.6429	0.7365	0.6429	0.8018
No log	3.8095	320	0.6848	0.7014	0.6848	0.8275
No log	3.8333	322	0.7291	0.6861	0.7291	0.8539
No log	3.8571	324	0.7376	0.6920	0.7376	0.8589
No log	3.8810	326	0.7383	0.6618	0.7383	0.8592
No log	3.9048	328	0.7280	0.6418	0.7280	0.8532
No log	3.9286	330	0.7224	0.6189	0.7224	0.8500
No log	3.9524	332	0.7031	0.6089	0.7031	0.8385
No log	3.9762	334	0.6810	0.6235	0.6810	0.8252
No log	4.0	336	0.6655	0.6255	0.6655	0.8158
No log	4.0238	338	0.6578	0.6526	0.6578	0.8110
No log	4.0476	340	0.6702	0.6327	0.6702	0.8187
No log	4.0714	342	0.6583	0.6503	0.6583	0.8113
No log	4.0952	344	0.6346	0.6567	0.6346	0.7966
No log	4.1190	346	0.6160	0.6811	0.6160	0.7848
No log	4.1429	348	0.6105	0.7179	0.6105	0.7814
No log	4.1667	350	0.6118	0.7228	0.6118	0.7822
No log	4.1905	352	0.6227	0.7186	0.6227	0.7891
No log	4.2143	354	0.6654	0.7020	0.6654	0.8157
No log	4.2381	356	0.6847	0.6954	0.6847	0.8275
No log	4.2619	358	0.6656	0.6975	0.6656	0.8159
No log	4.2857	360	0.6356	0.7298	0.6356	0.7973
No log	4.3095	362	0.6269	0.7133	0.6269	0.7918
No log	4.3333	364	0.6361	0.7170	0.6361	0.7976
No log	4.3571	366	0.6334	0.7217	0.6334	0.7959
No log	4.3810	368	0.6452	0.7360	0.6452	0.8032
No log	4.4048	370	0.7342	0.6669	0.7342	0.8569
No log	4.4286	372	0.8032	0.6706	0.8032	0.8962
No log	4.4524	374	0.7982	0.6744	0.7982	0.8934
No log	4.4762	376	0.7394	0.6719	0.7394	0.8599
No log	4.5	378	0.7210	0.7320	0.7210	0.8491
No log	4.5238	380	0.7096	0.7070	0.7096	0.8424
No log	4.5476	382	0.7054	0.6883	0.7054	0.8399
No log	4.5714	384	0.6924	0.6915	0.6924	0.8321
No log	4.5952	386	0.6606	0.7152	0.6606	0.8128
No log	4.6190	388	0.6478	0.6794	0.6478	0.8048
No log	4.6429	390	0.6486	0.6786	0.6486	0.8053
No log	4.6667	392	0.6513	0.6861	0.6513	0.8070
No log	4.6905	394	0.6519	0.6827	0.6519	0.8074
No log	4.7143	396	0.6592	0.6821	0.6592	0.8119
No log	4.7381	398	0.6566	0.6877	0.6566	0.8103
No log	4.7619	400	0.6582	0.6869	0.6582	0.8113
No log	4.7857	402	0.6686	0.7026	0.6686	0.8176
No log	4.8095	404	0.6999	0.6587	0.6999	0.8366
No log	4.8333	406	0.7332	0.6373	0.7332	0.8563
No log	4.8571	408	0.7807	0.5812	0.7807	0.8835
No log	4.8810	410	0.7649	0.6006	0.7649	0.8746
No log	4.9048	412	0.7062	0.6555	0.7062	0.8403
No log	4.9286	414	0.6797	0.6613	0.6797	0.8244
No log	4.9524	416	0.6743	0.6613	0.6743	0.8212
No log	4.9762	418	0.6706	0.6632	0.6706	0.8189
No log	5.0	420	0.6766	0.6705	0.6766	0.8225
No log	5.0238	422	0.6714	0.6756	0.6714	0.8194
No log	5.0476	424	0.6732	0.6756	0.6732	0.8205
No log	5.0714	426	0.6760	0.6756	0.6760	0.8222
No log	5.0952	428	0.7026	0.6507	0.7026	0.8382
No log	5.1190	430	0.7354	0.6203	0.7354	0.8576
No log	5.1429	432	0.7284	0.6142	0.7284	0.8535
No log	5.1667	434	0.6907	0.6341	0.6907	0.8311
No log	5.1905	436	0.6626	0.6740	0.6626	0.8140
No log	5.2143	438	0.6526	0.6697	0.6526	0.8079
No log	5.2381	440	0.6583	0.6732	0.6583	0.8114
No log	5.2619	442	0.6631	0.6972	0.6631	0.8143
No log	5.2857	444	0.6683	0.6894	0.6683	0.8175
No log	5.3095	446	0.6533	0.7393	0.6533	0.8083
No log	5.3333	448	0.6416	0.7148	0.6416	0.8010
No log	5.3571	450	0.6413	0.6959	0.6413	0.8008
No log	5.3810	452	0.6467	0.6838	0.6467	0.8042
No log	5.4048	454	0.6468	0.6769	0.6468	0.8042
No log	5.4286	456	0.6401	0.6884	0.6401	0.8001
No log	5.4524	458	0.6384	0.6884	0.6384	0.7990
No log	5.4762	460	0.6395	0.6807	0.6395	0.7997
No log	5.5	462	0.6489	0.6572	0.6489	0.8055
No log	5.5238	464	0.6563	0.6682	0.6563	0.8101
No log	5.5476	466	0.6639	0.6560	0.6639	0.8148
No log	5.5714	468	0.6665	0.6766	0.6665	0.8164
No log	5.5952	470	0.6732	0.6649	0.6732	0.8205
No log	5.6190	472	0.7071	0.6464	0.7071	0.8409
No log	5.6429	474	0.7138	0.6505	0.7138	0.8449
No log	5.6667	476	0.6818	0.6632	0.6818	0.8257
No log	5.6905	478	0.6598	0.6599	0.6598	0.8123
No log	5.7143	480	0.6662	0.6942	0.6662	0.8162
No log	5.7381	482	0.6996	0.6843	0.6996	0.8364
No log	5.7619	484	0.7038	0.6854	0.7038	0.8389
No log	5.7857	486	0.6682	0.7029	0.6682	0.8174
No log	5.8095	488	0.6358	0.6902	0.6358	0.7974
No log	5.8333	490	0.6258	0.6584	0.6258	0.7911
No log	5.8571	492	0.6233	0.6566	0.6233	0.7895
No log	5.8810	494	0.6356	0.6854	0.6356	0.7972
No log	5.9048	496	0.6829	0.6879	0.6829	0.8264
No log	5.9286	498	0.7129	0.6847	0.7129	0.8443
0.3848	5.9524	500	0.7189	0.6761	0.7189	0.8479
0.3848	5.9762	502	0.6980	0.6761	0.6980	0.8355
0.3848	6.0	504	0.6656	0.7139	0.6656	0.8159
0.3848	6.0238	506	0.6524	0.7148	0.6524	0.8077
0.3848	6.0476	508	0.6484	0.7070	0.6484	0.8052
0.3848	6.0714	510	0.6415	0.7070	0.6415	0.8009
0.3848	6.0952	512	0.6345	0.7133	0.6345	0.7966
0.3848	6.1190	514	0.6328	0.7250	0.6328	0.7955
0.3848	6.1429	516	0.6479	0.7017	0.6479	0.8049
0.3848	6.1667	518	0.6725	0.6797	0.6725	0.8201
0.3848	6.1905	520	0.6833	0.6968	0.6833	0.8266
0.3848	6.2143	522	0.6849	0.6824	0.6849	0.8276
0.3848	6.2381	524	0.6879	0.6779	0.6879	0.8294
0.3848	6.2619	526	0.6713	0.6732	0.6713	0.8193
0.3848	6.2857	528	0.6542	0.7146	0.6542	0.8088
0.3848	6.3095	530	0.6518	0.7092	0.6518	0.8073
0.3848	6.3333	532	0.6548	0.7044	0.6548	0.8092
0.3848	6.3571	534	0.6539	0.6972	0.6539	0.8086
0.3848	6.3810	536	0.6546	0.7045	0.6546	0.8091
0.3848	6.4048	538	0.6530	0.6851	0.6530	0.8081
0.3848	6.4286	540	0.6506	0.6936	0.6506	0.8066
0.3848	6.4524	542	0.6531	0.6871	0.6531	0.8081
0.3848	6.4762	544	0.6549	0.6954	0.6549	0.8093
0.3848	6.5	546	0.6628	0.6953	0.6628	0.8141
0.3848	6.5238	548	0.6673	0.6958	0.6673	0.8169
0.3848	6.5476	550	0.6737	0.6852	0.6737	0.8208
0.3848	6.5714	552	0.6857	0.6791	0.6857	0.8281
0.3848	6.5952	554	0.6777	0.6834	0.6777	0.8232
0.3848	6.6190	556	0.6704	0.6852	0.6704	0.8188
0.3848	6.6429	558	0.6630	0.6958	0.6630	0.8142
0.3848	6.6667	560	0.6625	0.6958	0.6625	0.8140
0.3848	6.6905	562	0.6678	0.6852	0.6678	0.8172
0.3848	6.7143	564	0.6673	0.6951	0.6673	0.8169
0.3848	6.7381	566	0.6671	0.6938	0.6671	0.8168
0.3848	6.7619	568	0.6779	0.6877	0.6779	0.8233
0.3848	6.7857	570	0.6753	0.6981	0.6753	0.8218
0.3848	6.8095	572	0.6884	0.6788	0.6884	0.8297
0.3848	6.8333	574	0.6849	0.6830	0.6849	0.8276
0.3848	6.8571	576	0.6861	0.6967	0.6861	0.8283
0.3848	6.8810	578	0.6758	0.7024	0.6758	0.8221
0.3848	6.9048	580	0.6484	0.7206	0.6484	0.8052
0.3848	6.9286	582	0.6382	0.7086	0.6382	0.7989
0.3848	6.9524	584	0.6358	0.7086	0.6358	0.7973
0.3848	6.9762	586	0.6311	0.7067	0.6311	0.7944
0.3848	7.0	588	0.6293	0.7070	0.6293	0.7933
0.3848	7.0238	590	0.6291	0.7038	0.6291	0.7932
0.3848	7.0476	592	0.6282	0.7012	0.6282	0.7926
0.3848	7.0714	594	0.6279	0.6904	0.6279	0.7924
0.3848	7.0952	596	0.6318	0.6936	0.6318	0.7949
0.3848	7.1190	598	0.6551	0.6990	0.6551	0.8094
0.3848	7.1429	600	0.7165	0.6781	0.7165	0.8464
0.3848	7.1667	602	0.7971	0.6560	0.7971	0.8928
0.3848	7.1905	604	0.8410	0.6606	0.8410	0.9171
0.3848	7.2143	606	0.8359	0.6560	0.8359	0.9143
0.3848	7.2381	608	0.7897	0.6645	0.7897	0.8887
0.3848	7.2619	610	0.7363	0.6875	0.7363	0.8581
0.3848	7.2857	612	0.6752	0.6745	0.6752	0.8217
0.3848	7.3095	614	0.6423	0.7159	0.6423	0.8014
0.3848	7.3333	616	0.6309	0.7141	0.6309	0.7943
0.3848	7.3571	618	0.6233	0.7141	0.6233	0.7895
0.3848	7.3810	620	0.6197	0.7103	0.6197	0.7872
0.3848	7.4048	622	0.6251	0.6888	0.6251	0.7906
0.3848	7.4286	624	0.6254	0.6987	0.6254	0.7908
0.3848	7.4524	626	0.6267	0.6987	0.6267	0.7916
0.3848	7.4762	628	0.6290	0.6966	0.6290	0.7931
0.3848	7.5	630	0.6295	0.6914	0.6295	0.7934
0.3848	7.5238	632	0.6249	0.7017	0.6249	0.7905
0.3848	7.5476	634	0.6218	0.7133	0.6218	0.7885
0.3848	7.5714	636	0.6231	0.7118	0.6231	0.7893
0.3848	7.5952	638	0.6266	0.7118	0.6266	0.7916
0.3848	7.6190	640	0.6332	0.7111	0.6332	0.7957
0.3848	7.6429	642	0.6410	0.6810	0.6410	0.8006
0.3848	7.6667	644	0.6428	0.6754	0.6428	0.8018
0.3848	7.6905	646	0.6394	0.7004	0.6394	0.7997
0.3848	7.7143	648	0.6300	0.7100	0.6300	0.7937
0.3848	7.7381	650	0.6283	0.7100	0.6283	0.7927
0.3848	7.7619	652	0.6336	0.7118	0.6336	0.7960
0.3848	7.7857	654	0.6392	0.7179	0.6392	0.7995
0.3848	7.8095	656	0.6409	0.7135	0.6409	0.8006
0.3848	7.8333	658	0.6471	0.7256	0.6471	0.8044
0.3848	7.8571	660	0.6569	0.7074	0.6569	0.8105
0.3848	7.8810	662	0.6671	0.7134	0.6671	0.8168
0.3848	7.9048	664	0.6779	0.7052	0.6779	0.8234
0.3848	7.9286	666	0.6964	0.7056	0.6964	0.8345
0.3848	7.9524	668	0.7062	0.7056	0.7062	0.8404
0.3848	7.9762	670	0.7072	0.6997	0.7072	0.8409
0.3848	8.0	672	0.6991	0.7016	0.6991	0.8361
0.3848	8.0238	674	0.6794	0.6951	0.6794	0.8243
0.3848	8.0476	676	0.6682	0.7009	0.6682	0.8174
0.3848	8.0714	678	0.6639	0.6946	0.6639	0.8148
0.3848	8.0952	680	0.6648	0.6946	0.6648	0.8154
0.3848	8.1190	682	0.6651	0.6946	0.6651	0.8155
0.3848	8.1429	684	0.6693	0.6849	0.6693	0.8181
0.3848	8.1667	686	0.6697	0.6849	0.6697	0.8184
0.3848	8.1905	688	0.6704	0.6849	0.6704	0.8188
0.3848	8.2143	690	0.6774	0.6913	0.6774	0.8231
0.3848	8.2381	692	0.6950	0.6974	0.6950	0.8337
0.3848	8.2619	694	0.7003	0.7035	0.7003	0.8368
0.3848	8.2857	696	0.7006	0.7035	0.7006	0.8370
0.3848	8.3095	698	0.6929	0.6974	0.6929	0.8324
0.3848	8.3333	700	0.6754	0.7125	0.6754	0.8218
0.3848	8.3571	702	0.6626	0.7248	0.6626	0.8140
0.3848	8.3810	704	0.6585	0.7149	0.6585	0.8115
0.3848	8.4048	706	0.6559	0.7081	0.6559	0.8098
0.3848	8.4286	708	0.6512	0.7149	0.6512	0.8070
0.3848	8.4524	710	0.6479	0.7011	0.6479	0.8049
0.3848	8.4762	712	0.6426	0.7055	0.6426	0.8016
0.3848	8.5	714	0.6437	0.6986	0.6437	0.8023
0.3848	8.5238	716	0.6424	0.6986	0.6424	0.8015
0.3848	8.5476	718	0.6411	0.6986	0.6411	0.8007
0.3848	8.5714	720	0.6351	0.7006	0.6351	0.7969
0.3848	8.5952	722	0.6281	0.7254	0.6281	0.7925
0.3848	8.6190	724	0.6224	0.7192	0.6224	0.7889
0.3848	8.6429	726	0.6192	0.7237	0.6192	0.7869
0.3848	8.6667	728	0.6186	0.7300	0.6186	0.7865
0.3848	8.6905	730	0.6207	0.7254	0.6207	0.7878
0.3848	8.7143	732	0.6218	0.7185	0.6218	0.7886
0.3848	8.7381	734	0.6188	0.7185	0.6188	0.7866
0.3848	8.7619	736	0.6157	0.7185	0.6157	0.7846
0.3848	8.7857	738	0.6124	0.7185	0.6124	0.7826
0.3848	8.8095	740	0.6107	0.7254	0.6107	0.7815
0.3848	8.8333	742	0.6106	0.7185	0.6106	0.7814
0.3848	8.8571	744	0.6118	0.7185	0.6118	0.7822
0.3848	8.8810	746	0.6137	0.7185	0.6137	0.7834
0.3848	8.9048	748	0.6176	0.7185	0.6176	0.7859
0.3848	8.9286	750	0.6198	0.7118	0.6198	0.7872
0.3848	8.9524	752	0.6245	0.7031	0.6245	0.7902
0.3848	8.9762	754	0.6253	0.7031	0.6253	0.7907
0.3848	9.0	756	0.6264	0.7011	0.6264	0.7915
0.3848	9.0238	758	0.6283	0.7031	0.6283	0.7926
0.3848	9.0476	760	0.6275	0.7031	0.6275	0.7922
0.3848	9.0714	762	0.6256	0.7145	0.6256	0.7909
0.3848	9.0952	764	0.6217	0.7254	0.6217	0.7885
0.3848	9.1190	766	0.6184	0.7300	0.6184	0.7864
0.3848	9.1429	768	0.6163	0.7300	0.6163	0.7851
0.3848	9.1667	770	0.6161	0.7300	0.6161	0.7849
0.3848	9.1905	772	0.6154	0.7244	0.6154	0.7845
0.3848	9.2143	774	0.6140	0.7289	0.6140	0.7836
0.3848	9.2381	776	0.6134	0.7283	0.6134	0.7832
0.3848	9.2619	778	0.6140	0.7237	0.6140	0.7836
0.3848	9.2857	780	0.6158	0.7237	0.6158	0.7847
0.3848	9.3095	782	0.6182	0.7300	0.6182	0.7863
0.3848	9.3333	784	0.6200	0.7209	0.6200	0.7874
0.3848	9.3571	786	0.6226	0.7033	0.6226	0.7890
0.3848	9.3810	788	0.6258	0.7076	0.6258	0.7911
0.3848	9.4048	790	0.6276	0.7076	0.6276	0.7922
0.3848	9.4286	792	0.6286	0.7076	0.6286	0.7929
0.3848	9.4524	794	0.6311	0.7049	0.6311	0.7944
0.3848	9.4762	796	0.6323	0.7049	0.6323	0.7952
0.3848	9.5	798	0.6322	0.7049	0.6322	0.7951
0.3848	9.5238	800	0.6326	0.7049	0.6326	0.7953
0.3848	9.5476	802	0.6332	0.7049	0.6332	0.7957
0.3848	9.5714	804	0.6321	0.7049	0.6321	0.7950
0.3848	9.5952	806	0.6299	0.7069	0.6299	0.7936
0.3848	9.6190	808	0.6279	0.7114	0.6279	0.7924
0.3848	9.6429	810	0.6278	0.7013	0.6278	0.7923
0.3848	9.6667	812	0.6272	0.7013	0.6272	0.7919
0.3848	9.6905	814	0.6263	0.7033	0.6263	0.7914
0.3848	9.7143	816	0.6259	0.7033	0.6259	0.7912
0.3848	9.7381	818	0.6260	0.7033	0.6260	0.7912
0.3848	9.7619	820	0.6267	0.7033	0.6267	0.7916
0.3848	9.7857	822	0.6270	0.7013	0.6270	0.7918
0.3848	9.8095	824	0.6270	0.7013	0.6270	0.7918
0.3848	9.8333	826	0.6268	0.7013	0.6268	0.7917
0.3848	9.8571	828	0.6266	0.7033	0.6266	0.7916
0.3848	9.8810	830	0.6262	0.7103	0.6262	0.7914
0.3848	9.9048	832	0.6257	0.7103	0.6257	0.7910
0.3848	9.9286	834	0.6255	0.7103	0.6255	0.7909
0.3848	9.9524	836	0.6254	0.7103	0.6254	0.7908
0.3848	9.9762	838	0.6254	0.7103	0.6254	0.7908
0.3848	10.0	840	0.6254	0.7103	0.6254	0.7908

Framework versions

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