ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k15_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: 0.6491
• Qwk: 0.7183
• Mse: 0.6491
• Rmse: 0.8057

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	5.1446	0.0121	5.1446	2.2682
No log	0.0476	4	3.1506	0.0863	3.1506	1.7750
No log	0.0714	6	1.9023	0.1357	1.9023	1.3792
No log	0.0952	8	1.3680	0.1781	1.3680	1.1696
No log	0.1190	10	1.1334	0.2275	1.1334	1.0646
No log	0.1429	12	1.2712	0.1336	1.2712	1.1275
No log	0.1667	14	1.4122	0.0778	1.4122	1.1884
No log	0.1905	16	1.4827	0.1887	1.4827	1.2177
No log	0.2143	18	1.3801	0.0772	1.3801	1.1748
No log	0.2381	20	1.3021	0.1047	1.3021	1.1411
No log	0.2619	22	1.3409	0.2409	1.3409	1.1580
No log	0.2857	24	1.1176	0.2966	1.1176	1.0572
No log	0.3095	26	1.0910	0.2331	1.0910	1.0445
No log	0.3333	28	1.1114	0.3017	1.1114	1.0543
No log	0.3571	30	1.0259	0.3758	1.0259	1.0129
No log	0.3810	32	0.9925	0.4313	0.9925	0.9962
No log	0.4048	34	0.9573	0.4251	0.9573	0.9784
No log	0.4286	36	1.0011	0.5059	1.0011	1.0006
No log	0.4524	38	0.9951	0.5149	0.9951	0.9976
No log	0.4762	40	0.8357	0.6212	0.8357	0.9142
No log	0.5	42	1.0293	0.4749	1.0293	1.0146
No log	0.5238	44	1.0808	0.5195	1.0808	1.0396
No log	0.5476	46	0.7676	0.6300	0.7676	0.8761
No log	0.5714	48	1.0353	0.5849	1.0353	1.0175
No log	0.5952	50	1.2124	0.5432	1.2124	1.1011
No log	0.6190	52	0.8790	0.6024	0.8790	0.9375
No log	0.6429	54	0.8100	0.6276	0.8100	0.9000
No log	0.6667	56	1.4818	0.4390	1.4818	1.2173
No log	0.6905	58	1.4433	0.4500	1.4433	1.2014
No log	0.7143	60	0.9042	0.5668	0.9042	0.9509
No log	0.7381	62	0.6852	0.6377	0.6852	0.8278
No log	0.7619	64	0.8063	0.6310	0.8063	0.8980
No log	0.7857	66	0.7562	0.6121	0.7562	0.8696
No log	0.8095	68	0.7303	0.6319	0.7303	0.8546
No log	0.8333	70	0.8508	0.5420	0.8508	0.9224
No log	0.8571	72	1.1166	0.5244	1.1166	1.0567
No log	0.8810	74	0.9930	0.5646	0.9930	0.9965
No log	0.9048	76	0.7165	0.6478	0.7165	0.8465
No log	0.9286	78	0.7395	0.6802	0.7395	0.8600
No log	0.9524	80	0.7579	0.6873	0.7579	0.8706
No log	0.9762	82	0.6678	0.6887	0.6678	0.8172
No log	1.0	84	0.6605	0.6977	0.6605	0.8127
No log	1.0238	86	0.6711	0.6920	0.6711	0.8192
No log	1.0476	88	0.7246	0.6755	0.7246	0.8512
No log	1.0714	90	0.7147	0.6847	0.7147	0.8454
No log	1.0952	92	0.6603	0.6671	0.6603	0.8126
No log	1.1190	94	0.6623	0.6541	0.6623	0.8138
No log	1.1429	96	0.7844	0.6698	0.7844	0.8856
No log	1.1667	98	0.8397	0.6626	0.8397	0.9164
No log	1.1905	100	0.7322	0.6671	0.7322	0.8557
No log	1.2143	102	0.8351	0.6702	0.8351	0.9138
No log	1.2381	104	0.9315	0.5965	0.9315	0.9651
No log	1.2619	106	0.7635	0.6668	0.7635	0.8738
No log	1.2857	108	0.8774	0.6332	0.8774	0.9367
No log	1.3095	110	1.1506	0.6012	1.1506	1.0726
No log	1.3333	112	1.3685	0.5388	1.3685	1.1698
No log	1.3571	114	1.0575	0.5751	1.0575	1.0284
No log	1.3810	116	0.6898	0.6737	0.6898	0.8306
No log	1.4048	118	0.6565	0.6450	0.6565	0.8103
No log	1.4286	120	0.6606	0.6604	0.6606	0.8128
No log	1.4524	122	0.9400	0.6000	0.9400	0.9696
No log	1.4762	124	1.1555	0.5339	1.1555	1.0750
No log	1.5	126	0.9241	0.6342	0.9241	0.9613
No log	1.5238	128	0.7161	0.6842	0.7161	0.8462
No log	1.5476	130	0.6099	0.6787	0.6099	0.7810
No log	1.5714	132	0.6109	0.6871	0.6109	0.7816
No log	1.5952	134	0.6343	0.6978	0.6343	0.7964
No log	1.6190	136	0.6454	0.7042	0.6454	0.8034
No log	1.6429	138	0.7543	0.7003	0.7543	0.8685
No log	1.6667	140	0.7236	0.7149	0.7236	0.8507
No log	1.6905	142	0.7014	0.6683	0.7014	0.8375
No log	1.7143	144	0.7016	0.6936	0.7016	0.8376
No log	1.7381	146	0.7104	0.6936	0.7104	0.8429
No log	1.7619	148	0.6770	0.7078	0.6770	0.8228
No log	1.7857	150	0.6068	0.6895	0.6068	0.7790
No log	1.8095	152	0.6161	0.6856	0.6161	0.7849
No log	1.8333	154	0.6690	0.7411	0.6690	0.8179
No log	1.8571	156	0.8814	0.6909	0.8814	0.9388
No log	1.8810	158	1.2003	0.5943	1.2003	1.0956
No log	1.9048	160	1.0331	0.6214	1.0331	1.0164
No log	1.9286	162	0.7019	0.7436	0.7019	0.8378
No log	1.9524	164	0.6415	0.7391	0.6415	0.8010
No log	1.9762	166	0.6133	0.7388	0.6133	0.7831
No log	2.0	168	0.6306	0.7362	0.6306	0.7941
No log	2.0238	170	0.7412	0.6934	0.7412	0.8609
No log	2.0476	172	0.8428	0.6591	0.8428	0.9180
No log	2.0714	174	0.7122	0.6931	0.7122	0.8439
No log	2.0952	176	0.6993	0.6864	0.6993	0.8363
No log	2.1190	178	0.6364	0.6940	0.6364	0.7977
No log	2.1429	180	0.6180	0.6947	0.6180	0.7862
No log	2.1667	182	0.6249	0.7460	0.6249	0.7905
No log	2.1905	184	0.6565	0.7487	0.6565	0.8103
No log	2.2143	186	0.7298	0.7055	0.7298	0.8543
No log	2.2381	188	0.7224	0.6951	0.7224	0.8499
No log	2.2619	190	0.7146	0.6883	0.7146	0.8453
No log	2.2857	192	0.6224	0.7307	0.6224	0.7889
No log	2.3095	194	0.6465	0.7097	0.6465	0.8041
No log	2.3333	196	0.7060	0.6737	0.7060	0.8402
No log	2.3571	198	0.7246	0.6820	0.7246	0.8513
No log	2.3810	200	0.7286	0.6827	0.7286	0.8536
No log	2.4048	202	0.6520	0.7175	0.6520	0.8075
No log	2.4286	204	0.6797	0.6873	0.6797	0.8244
No log	2.4524	206	0.6100	0.7362	0.6100	0.7811
No log	2.4762	208	0.6267	0.6836	0.6267	0.7917
No log	2.5	210	0.6269	0.7480	0.6269	0.7917
No log	2.5238	212	0.7352	0.7319	0.7352	0.8575
No log	2.5476	214	0.8201	0.7278	0.8201	0.9056
No log	2.5714	216	0.7341	0.7412	0.7341	0.8568
No log	2.5952	218	0.6685	0.7283	0.6685	0.8176
No log	2.6190	220	0.6683	0.7361	0.6683	0.8175
No log	2.6429	222	0.8126	0.7017	0.8126	0.9014
No log	2.6667	224	0.9902	0.6149	0.9902	0.9951
No log	2.6905	226	0.8575	0.6492	0.8575	0.9260
No log	2.7143	228	0.6935	0.7002	0.6935	0.8328
No log	2.7381	230	0.6481	0.7099	0.6481	0.8050
No log	2.7619	232	0.6884	0.7301	0.6884	0.8297
No log	2.7857	234	0.6743	0.7412	0.6743	0.8212
No log	2.8095	236	0.6528	0.7543	0.6528	0.8080
No log	2.8333	238	0.7903	0.6967	0.7903	0.8890
No log	2.8571	240	0.9135	0.6514	0.9135	0.9557
No log	2.8810	242	0.8474	0.6675	0.8474	0.9206
No log	2.9048	244	0.8427	0.6583	0.8427	0.9180
No log	2.9286	246	0.8454	0.6633	0.8454	0.9195
No log	2.9524	248	0.8441	0.6651	0.8441	0.9187
No log	2.9762	250	0.8676	0.6692	0.8676	0.9314
No log	3.0	252	1.0509	0.6061	1.0509	1.0251
No log	3.0238	254	1.0400	0.6146	1.0400	1.0198
No log	3.0476	256	0.8026	0.6836	0.8026	0.8959
No log	3.0714	258	0.6344	0.7379	0.6344	0.7965
No log	3.0952	260	0.6087	0.7356	0.6087	0.7802
No log	3.1190	262	0.6406	0.7281	0.6406	0.8004
No log	3.1429	264	0.8898	0.6268	0.8898	0.9433
No log	3.1667	266	1.3123	0.5000	1.3123	1.1456
No log	3.1905	268	1.3917	0.5024	1.3917	1.1797
No log	3.2143	270	1.1059	0.5635	1.1059	1.0516
No log	3.2381	272	0.7285	0.7001	0.7285	0.8535
No log	3.2619	274	0.6341	0.7402	0.6341	0.7963
No log	3.2857	276	0.6208	0.7465	0.6208	0.7879
No log	3.3095	278	0.7432	0.7130	0.7432	0.8621
No log	3.3333	280	1.0090	0.6475	1.0090	1.0045
No log	3.3571	282	1.0723	0.6019	1.0723	1.0355
No log	3.3810	284	0.9556	0.6276	0.9556	0.9775
No log	3.4048	286	0.7606	0.7045	0.7606	0.8721
No log	3.4286	288	0.6587	0.7309	0.6587	0.8116
No log	3.4524	290	0.6509	0.7352	0.6509	0.8068
No log	3.4762	292	0.6603	0.7340	0.6603	0.8126
No log	3.5	294	0.7315	0.7228	0.7315	0.8553
No log	3.5238	296	0.8887	0.6291	0.8887	0.9427
No log	3.5476	298	0.8826	0.6380	0.8826	0.9395
No log	3.5714	300	0.7243	0.7228	0.7243	0.8510
No log	3.5952	302	0.6717	0.7403	0.6717	0.8196
No log	3.6190	304	0.7075	0.7169	0.7075	0.8411
No log	3.6429	306	0.8114	0.6830	0.8114	0.9008
No log	3.6667	308	0.8890	0.6063	0.8890	0.9429
No log	3.6905	310	0.8443	0.6275	0.8443	0.9188
No log	3.7143	312	0.7561	0.7120	0.7561	0.8696
No log	3.7381	314	0.8128	0.6671	0.8128	0.9015
No log	3.7619	316	0.9230	0.6319	0.9230	0.9607
No log	3.7857	318	0.8473	0.6471	0.8473	0.9205
No log	3.8095	320	0.7577	0.6935	0.7577	0.8704
No log	3.8333	322	0.7590	0.6839	0.7590	0.8712
No log	3.8571	324	0.8029	0.6819	0.8029	0.8960
No log	3.8810	326	0.9057	0.6436	0.9057	0.9517
No log	3.9048	328	1.0256	0.5929	1.0256	1.0127
No log	3.9286	330	1.0332	0.6094	1.0332	1.0165
No log	3.9524	332	0.9079	0.6462	0.9079	0.9528
No log	3.9762	334	0.7381	0.6691	0.7381	0.8591
No log	4.0	336	0.7477	0.6550	0.7477	0.8647
No log	4.0238	338	0.7913	0.6660	0.7913	0.8895
No log	4.0476	340	0.9067	0.6624	0.9067	0.9522
No log	4.0714	342	0.9836	0.6512	0.9836	0.9918
No log	4.0952	344	0.8830	0.6574	0.8830	0.9397
No log	4.1190	346	0.8592	0.6678	0.8592	0.9269
No log	4.1429	348	0.8330	0.6608	0.8330	0.9127
No log	4.1667	350	0.7368	0.6947	0.7368	0.8584
No log	4.1905	352	0.7580	0.6782	0.7580	0.8706
No log	4.2143	354	0.8294	0.6498	0.8294	0.9107
No log	4.2381	356	0.8520	0.6296	0.8520	0.9230
No log	4.2619	358	0.8297	0.6304	0.8297	0.9109
No log	4.2857	360	0.7741	0.6652	0.7741	0.8798
No log	4.3095	362	0.8540	0.6186	0.8540	0.9241
No log	4.3333	364	0.8091	0.6678	0.8091	0.8995
No log	4.3571	366	0.6927	0.7159	0.6927	0.8323
No log	4.3810	368	0.6832	0.7075	0.6832	0.8266
No log	4.4048	370	0.6960	0.7173	0.6960	0.8343
No log	4.4286	372	0.7838	0.6698	0.7838	0.8853
No log	4.4524	374	0.8106	0.6541	0.8106	0.9003
No log	4.4762	376	0.8174	0.6581	0.8174	0.9041
No log	4.5	378	0.8479	0.6508	0.8479	0.9208
No log	4.5238	380	0.9086	0.6447	0.9086	0.9532
No log	4.5476	382	1.0275	0.6071	1.0275	1.0137
No log	4.5714	384	1.0424	0.6071	1.0424	1.0210
No log	4.5952	386	0.9552	0.6259	0.9552	0.9774
No log	4.6190	388	0.8657	0.6447	0.8657	0.9304
No log	4.6429	390	0.8681	0.6377	0.8681	0.9317
No log	4.6667	392	0.8391	0.6432	0.8391	0.9160
No log	4.6905	394	0.8424	0.6503	0.8424	0.9178
No log	4.7143	396	0.8778	0.6254	0.8778	0.9369
No log	4.7381	398	0.8104	0.6545	0.8104	0.9002
No log	4.7619	400	0.7149	0.6965	0.7149	0.8455
No log	4.7857	402	0.6284	0.7276	0.6284	0.7927
No log	4.8095	404	0.6137	0.7262	0.6137	0.7834
No log	4.8333	406	0.6178	0.7234	0.6178	0.7860
No log	4.8571	408	0.6559	0.7441	0.6559	0.8099
No log	4.8810	410	0.6662	0.7441	0.6662	0.8162
No log	4.9048	412	0.7555	0.7006	0.7555	0.8692
No log	4.9286	414	0.8016	0.6861	0.8016	0.8953
No log	4.9524	416	0.7620	0.6964	0.7620	0.8730
No log	4.9762	418	0.7418	0.6934	0.7418	0.8613
No log	5.0	420	0.7979	0.6669	0.7979	0.8933
No log	5.0238	422	0.7935	0.6669	0.7935	0.8908
No log	5.0476	424	0.7590	0.6805	0.7590	0.8712
No log	5.0714	426	0.7570	0.6805	0.7570	0.8701
No log	5.0952	428	0.7544	0.6846	0.7544	0.8686
No log	5.1190	430	0.7837	0.6625	0.7837	0.8853
No log	5.1429	432	0.7210	0.6928	0.7210	0.8491
No log	5.1667	434	0.7041	0.7021	0.7041	0.8391
No log	5.1905	436	0.7090	0.6963	0.7090	0.8420
No log	5.2143	438	0.6749	0.7440	0.6749	0.8215
No log	5.2381	440	0.6812	0.7299	0.6812	0.8253
No log	5.2619	442	0.7092	0.6861	0.7092	0.8421
No log	5.2857	444	0.7956	0.6609	0.7956	0.8920
No log	5.3095	446	0.7953	0.6575	0.7953	0.8918
No log	5.3333	448	0.7714	0.6527	0.7714	0.8783
No log	5.3571	450	0.7147	0.6824	0.7147	0.8454
No log	5.3810	452	0.6554	0.7027	0.6554	0.8096
No log	5.4048	454	0.6550	0.6983	0.6550	0.8093
No log	5.4286	456	0.6762	0.7125	0.6762	0.8223
No log	5.4524	458	0.7295	0.6779	0.7295	0.8541
No log	5.4762	460	0.7808	0.6714	0.7808	0.8836
No log	5.5	462	0.7829	0.6698	0.7829	0.8848
No log	5.5238	464	0.7730	0.6738	0.7730	0.8792
No log	5.5476	466	0.8251	0.6685	0.8251	0.9084
No log	5.5714	468	0.8383	0.6759	0.8383	0.9156
No log	5.5952	470	0.9030	0.6391	0.9030	0.9503
No log	5.6190	472	0.9247	0.6088	0.9247	0.9616
No log	5.6429	474	0.9760	0.6006	0.9760	0.9879
No log	5.6667	476	0.9074	0.6176	0.9074	0.9526
No log	5.6905	478	0.8405	0.6185	0.8405	0.9168
No log	5.7143	480	0.7777	0.6531	0.7777	0.8819
No log	5.7381	482	0.7554	0.6735	0.7554	0.8692
No log	5.7619	484	0.8009	0.6560	0.8009	0.8949
No log	5.7857	486	0.9478	0.6100	0.9478	0.9736
No log	5.8095	488	1.0601	0.6067	1.0601	1.0296
No log	5.8333	490	1.0126	0.6019	1.0126	1.0063
No log	5.8571	492	0.8935	0.6631	0.8935	0.9452
No log	5.8810	494	0.7436	0.6715	0.7436	0.8623
No log	5.9048	496	0.6821	0.7470	0.6821	0.8259
No log	5.9286	498	0.6904	0.7237	0.6904	0.8309
0.4375	5.9524	500	0.8055	0.6593	0.8055	0.8975
0.4375	5.9762	502	0.9235	0.6452	0.9235	0.9610
0.4375	6.0	504	1.0388	0.6225	1.0388	1.0192
0.4375	6.0238	506	1.1874	0.5971	1.1874	1.0897
0.4375	6.0476	508	1.1702	0.6079	1.1702	1.0818
0.4375	6.0714	510	0.9939	0.6304	0.9939	0.9970
0.4375	6.0952	512	0.8181	0.6824	0.8181	0.9045
0.4375	6.1190	514	0.6808	0.7379	0.6808	0.8251
0.4375	6.1429	516	0.6409	0.7613	0.6409	0.8006
0.4375	6.1667	518	0.6588	0.7590	0.6588	0.8116
0.4375	6.1905	520	0.7485	0.6932	0.7485	0.8652
0.4375	6.2143	522	0.8007	0.6804	0.8007	0.8948
0.4375	6.2381	524	0.8304	0.6541	0.8304	0.9113
0.4375	6.2619	526	0.8091	0.6631	0.8091	0.8995
0.4375	6.2857	528	0.7392	0.6844	0.7392	0.8598
0.4375	6.3095	530	0.6753	0.7004	0.6753	0.8218
0.4375	6.3333	532	0.6687	0.7197	0.6687	0.8178
0.4375	6.3571	534	0.6940	0.6844	0.6940	0.8331
0.4375	6.3810	536	0.7276	0.6708	0.7276	0.8530
0.4375	6.4048	538	0.7923	0.6569	0.7923	0.8901
0.4375	6.4286	540	0.8160	0.6477	0.8160	0.9033
0.4375	6.4524	542	0.8069	0.6484	0.8069	0.8983
0.4375	6.4762	544	0.7372	0.6874	0.7372	0.8586
0.4375	6.5	546	0.7041	0.6909	0.7041	0.8391
0.4375	6.5238	548	0.7543	0.6833	0.7543	0.8685
0.4375	6.5476	550	0.8457	0.6541	0.8457	0.9196
0.4375	6.5714	552	0.9743	0.6427	0.9743	0.9871
0.4375	6.5952	554	0.9620	0.6519	0.9620	0.9808
0.4375	6.6190	556	0.8499	0.6605	0.8499	0.9219
0.4375	6.6429	558	0.6908	0.7292	0.6908	0.8311
0.4375	6.6667	560	0.6240	0.7574	0.6240	0.7899
0.4375	6.6905	562	0.6186	0.7597	0.6186	0.7865
0.4375	6.7143	564	0.6462	0.7334	0.6462	0.8039
0.4375	6.7381	566	0.6953	0.7253	0.6953	0.8338
0.4375	6.7619	568	0.7272	0.6719	0.7272	0.8528
0.4375	6.7857	570	0.7338	0.6712	0.7338	0.8566
0.4375	6.8095	572	0.6993	0.7098	0.6993	0.8362
0.4375	6.8333	574	0.6792	0.7207	0.6792	0.8242
0.4375	6.8571	576	0.6348	0.7323	0.6348	0.7968
0.4375	6.8810	578	0.6332	0.7387	0.6332	0.7958
0.4375	6.9048	580	0.6662	0.7323	0.6662	0.8162
0.4375	6.9286	582	0.7381	0.6744	0.7381	0.8591
0.4375	6.9524	584	0.7659	0.6778	0.7659	0.8752
0.4375	6.9762	586	0.7473	0.6744	0.7473	0.8644
0.4375	7.0	588	0.7190	0.7080	0.7190	0.8479
0.4375	7.0238	590	0.6522	0.7307	0.6522	0.8076
0.4375	7.0476	592	0.5895	0.7615	0.5895	0.7678
0.4375	7.0714	594	0.5700	0.7304	0.5700	0.7550
0.4375	7.0952	596	0.5694	0.7104	0.5694	0.7546
0.4375	7.1190	598	0.5819	0.7314	0.5819	0.7629
0.4375	7.1429	600	0.6302	0.6810	0.6302	0.7939
0.4375	7.1667	602	0.7216	0.6965	0.7216	0.8495
0.4375	7.1905	604	0.8082	0.6617	0.8082	0.8990
0.4375	7.2143	606	0.8901	0.6350	0.8901	0.9435
0.4375	7.2381	608	0.8873	0.6393	0.8873	0.9420
0.4375	7.2619	610	0.8304	0.6564	0.8304	0.9113
0.4375	7.2857	612	0.7568	0.6704	0.7568	0.8699
0.4375	7.3095	614	0.6936	0.7162	0.6936	0.8328
0.4375	7.3333	616	0.6335	0.7188	0.6335	0.7960
0.4375	7.3571	618	0.6029	0.7346	0.6029	0.7764
0.4375	7.3810	620	0.5916	0.7410	0.5916	0.7692
0.4375	7.4048	622	0.5723	0.7602	0.5723	0.7565
0.4375	7.4286	624	0.5745	0.7602	0.5745	0.7579
0.4375	7.4524	626	0.5890	0.7368	0.5890	0.7675
0.4375	7.4762	628	0.6304	0.7069	0.6304	0.7940
0.4375	7.5	630	0.6692	0.6961	0.6692	0.8180
0.4375	7.5238	632	0.6842	0.6915	0.6842	0.8272
0.4375	7.5476	634	0.7311	0.6749	0.7311	0.8550
0.4375	7.5714	636	0.7715	0.6571	0.7715	0.8783
0.4375	7.5952	638	0.7887	0.6591	0.7887	0.8881
0.4375	7.6190	640	0.7608	0.6579	0.7608	0.8722
0.4375	7.6429	642	0.7417	0.6623	0.7417	0.8612
0.4375	7.6667	644	0.7138	0.6845	0.7138	0.8448
0.4375	7.6905	646	0.7152	0.6845	0.7152	0.8457
0.4375	7.7143	648	0.7006	0.6897	0.7006	0.8370
0.4375	7.7381	650	0.7062	0.6826	0.7062	0.8404
0.4375	7.7619	652	0.7064	0.6737	0.7064	0.8405
0.4375	7.7857	654	0.7122	0.6692	0.7122	0.8439
0.4375	7.8095	656	0.7292	0.6647	0.7292	0.8540
0.4375	7.8333	658	0.7279	0.6692	0.7279	0.8532
0.4375	7.8571	660	0.7327	0.6581	0.7327	0.8560
0.4375	7.8810	662	0.7353	0.6581	0.7353	0.8575
0.4375	7.9048	664	0.7263	0.6581	0.7263	0.8523
0.4375	7.9286	666	0.7053	0.6857	0.7053	0.8398
0.4375	7.9524	668	0.6772	0.6961	0.6772	0.8229
0.4375	7.9762	670	0.6400	0.7117	0.6400	0.8000
0.4375	8.0	672	0.6324	0.7183	0.6324	0.7953
0.4375	8.0238	674	0.6377	0.7183	0.6377	0.7986
0.4375	8.0476	676	0.6650	0.7018	0.6650	0.8155
0.4375	8.0714	678	0.7101	0.6672	0.7101	0.8426
0.4375	8.0952	680	0.7434	0.6581	0.7434	0.8622
0.4375	8.1190	682	0.7756	0.6481	0.7756	0.8807
0.4375	8.1429	684	0.7595	0.6498	0.7595	0.8715
0.4375	8.1667	686	0.7156	0.6573	0.7156	0.8460
0.4375	8.1905	688	0.6911	0.6850	0.6911	0.8313
0.4375	8.2143	690	0.6723	0.6999	0.6723	0.8199
0.4375	8.2381	692	0.6551	0.7006	0.6551	0.8094
0.4375	8.2619	694	0.6320	0.7136	0.6320	0.7950
0.4375	8.2857	696	0.6306	0.7136	0.6306	0.7941
0.4375	8.3095	698	0.6182	0.7234	0.6182	0.7863
0.4375	8.3333	700	0.6176	0.7234	0.6176	0.7859
0.4375	8.3571	702	0.6135	0.7234	0.6135	0.7832
0.4375	8.3810	704	0.6138	0.7301	0.6138	0.7835
0.4375	8.4048	706	0.6312	0.7234	0.6312	0.7945
0.4375	8.4286	708	0.6478	0.7234	0.6478	0.8049
0.4375	8.4524	710	0.6826	0.6902	0.6826	0.8262
0.4375	8.4762	712	0.7157	0.6672	0.7157	0.8460
0.4375	8.5	714	0.7237	0.6672	0.7237	0.8507
0.4375	8.5238	716	0.7042	0.6857	0.7042	0.8392
0.4375	8.5476	718	0.6817	0.6902	0.6817	0.8257
0.4375	8.5714	720	0.6733	0.7006	0.6733	0.8206
0.4375	8.5952	722	0.6737	0.7063	0.6737	0.8208
0.4375	8.6190	724	0.6852	0.6857	0.6852	0.8278
0.4375	8.6429	726	0.6884	0.6890	0.6884	0.8297
0.4375	8.6667	728	0.6857	0.7063	0.6857	0.8281
0.4375	8.6905	730	0.6691	0.7063	0.6691	0.8180
0.4375	8.7143	732	0.6657	0.7063	0.6657	0.8159
0.4375	8.7381	734	0.6580	0.7131	0.6580	0.8112
0.4375	8.7619	736	0.6384	0.7175	0.6384	0.7990
0.4375	8.7857	738	0.6311	0.7160	0.6311	0.7944
0.4375	8.8095	740	0.6267	0.7202	0.6267	0.7916
0.4375	8.8333	742	0.6294	0.7181	0.6294	0.7934
0.4375	8.8571	744	0.6406	0.7117	0.6406	0.8004
0.4375	8.8810	746	0.6570	0.7087	0.6570	0.8105
0.4375	8.9048	748	0.6738	0.7018	0.6738	0.8209
0.4375	8.9286	750	0.6820	0.6948	0.6820	0.8258
0.4375	8.9524	752	0.6878	0.6948	0.6878	0.8294
0.4375	8.9762	754	0.6981	0.6948	0.6981	0.8355
0.4375	9.0	756	0.6977	0.6948	0.6977	0.8353
0.4375	9.0238	758	0.6886	0.6948	0.6886	0.8298
0.4375	9.0476	760	0.6725	0.6935	0.6725	0.8200
0.4375	9.0714	762	0.6636	0.6935	0.6636	0.8146
0.4375	9.0952	764	0.6504	0.7005	0.6504	0.8065
0.4375	9.1190	766	0.6379	0.7005	0.6379	0.7987
0.4375	9.1429	768	0.6280	0.7137	0.6280	0.7925
0.4375	9.1667	770	0.6329	0.7117	0.6329	0.7955
0.4375	9.1905	772	0.6446	0.7005	0.6446	0.8029
0.4375	9.2143	774	0.6568	0.7005	0.6568	0.8104
0.4375	9.2381	776	0.6735	0.7005	0.6735	0.8207
0.4375	9.2619	778	0.6904	0.6935	0.6904	0.8309
0.4375	9.2857	780	0.7029	0.6935	0.7029	0.8384
0.4375	9.3095	782	0.7106	0.6833	0.7106	0.8429
0.4375	9.3333	784	0.7094	0.6833	0.7094	0.8423
0.4375	9.3571	786	0.7030	0.7005	0.7030	0.8384
0.4375	9.3810	788	0.6910	0.7073	0.6910	0.8312
0.4375	9.4048	790	0.6799	0.7140	0.6799	0.8246
0.4375	9.4286	792	0.6682	0.7140	0.6682	0.8174
0.4375	9.4524	794	0.6616	0.7140	0.6616	0.8134
0.4375	9.4762	796	0.6555	0.7140	0.6555	0.8096
0.4375	9.5	798	0.6551	0.7183	0.6551	0.8094
0.4375	9.5238	800	0.6599	0.7140	0.6599	0.8123
0.4375	9.5476	802	0.6627	0.7140	0.6627	0.8140
0.4375	9.5714	804	0.6636	0.7183	0.6636	0.8146
0.4375	9.5952	806	0.6579	0.7183	0.6579	0.8111
0.4375	9.6190	808	0.6532	0.7183	0.6532	0.8082
0.4375	9.6429	810	0.6473	0.7307	0.6473	0.8045
0.4375	9.6667	812	0.6457	0.7307	0.6457	0.8036
0.4375	9.6905	814	0.6426	0.7292	0.6426	0.8017
0.4375	9.7143	816	0.6409	0.7307	0.6409	0.8006
0.4375	9.7381	818	0.6407	0.7307	0.6407	0.8005
0.4375	9.7619	820	0.6388	0.7307	0.6388	0.7992
0.4375	9.7857	822	0.6395	0.7307	0.6395	0.7997
0.4375	9.8095	824	0.6431	0.7183	0.6431	0.8020
0.4375	9.8333	826	0.6452	0.7183	0.6452	0.8032
0.4375	9.8571	828	0.6461	0.7183	0.6461	0.8038
0.4375	9.8810	830	0.6474	0.7183	0.6474	0.8046
0.4375	9.9048	832	0.6480	0.7183	0.6480	0.8050
0.4375	9.9286	834	0.6477	0.7183	0.6477	0.8048
0.4375	9.9524	836	0.6479	0.7183	0.6479	0.8049
0.4375	9.9762	838	0.6487	0.7183	0.6487	0.8054
0.4375	10.0	840	0.6491	0.7183	0.6491	0.8057

Framework versions

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