Modelpublic

MayBashendy/ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task1_organization

sourceHugging Faceupdated 2y agoView on Hugging Face

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Model Card

ArabicNewSplits7OSSusingWellWrittenEssaysFineTuningAraBERTrun3AugV5k10task1organization

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: 0.7916
—Qwk: 0.6716
—Mse: 0.7916
—Rmse: 0.8897

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
—trainbatchsize: 8
—evalbatchsize: 8
—seed: 42
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: linear
—num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0267	2	6.7661	0.0308	6.7661	2.6012
No log	0.0533	4	5.4999	0.0142	5.4999	2.3452
No log	0.08	6	3.2144	0.0702	3.2144	1.7929
No log	0.1067	8	2.5258	0.0265	2.5258	1.5893
No log	0.1333	10	2.6233	0.0559	2.6233	1.6197
No log	0.16	12	2.0143	0.0667	2.0143	1.4193
No log	0.1867	14	1.6435	0.1538	1.6435	1.2820
No log	0.2133	16	1.7218	0.1538	1.7218	1.3122
No log	0.24	18	1.7099	0.1524	1.7099	1.3076
No log	0.2667	20	1.5374	0.2056	1.5374	1.2399
No log	0.2933	22	1.4751	0.1714	1.4751	1.2145
No log	0.32	24	1.4534	0.2727	1.4534	1.2056
No log	0.3467	26	1.4247	0.2752	1.4247	1.1936
No log	0.3733	28	1.3513	0.1887	1.3513	1.1625
No log	0.4	30	1.4167	0.3636	1.4167	1.1902
No log	0.4267	32	1.4002	0.4567	1.4002	1.1833
No log	0.4533	34	1.1557	0.5758	1.1557	1.0751
No log	0.48	36	1.1321	0.5038	1.1321	1.0640
No log	0.5067	38	1.1148	0.5116	1.1148	1.0558
No log	0.5333	40	1.1217	0.5271	1.1217	1.0591
No log	0.56	42	1.2075	0.3621	1.2075	1.0989
No log	0.5867	44	1.2830	0.2883	1.2830	1.1327
No log	0.6133	46	1.3229	0.2883	1.3229	1.1502
No log	0.64	48	1.2716	0.4628	1.2716	1.1276
No log	0.6667	50	1.1457	0.5538	1.1457	1.0704
No log	0.6933	52	1.0152	0.6165	1.0152	1.0076
No log	0.72	54	0.9106	0.6277	0.9106	0.9543
No log	0.7467	56	1.1959	0.5588	1.1959	1.0936
No log	0.7733	58	1.2950	0.5	1.2950	1.1380
No log	0.8	60	1.0096	0.6061	1.0096	1.0048
No log	0.8267	62	0.9500	0.6212	0.9500	0.9747
No log	0.8533	64	1.0814	0.5954	1.0814	1.0399
No log	0.88	66	1.1263	0.5802	1.1263	1.0613
No log	0.9067	68	1.1876	0.5802	1.1876	1.0898
No log	0.9333	70	0.9617	0.6364	0.9617	0.9807
No log	0.96	72	0.9172	0.6522	0.9172	0.9577
No log	0.9867	74	0.9831	0.6892	0.9831	0.9915
No log	1.0133	76	0.8534	0.7643	0.8534	0.9238
No log	1.04	78	0.8592	0.6759	0.8592	0.9269
No log	1.0667	80	1.3000	0.5211	1.3000	1.1402
No log	1.0933	82	1.4192	0.4526	1.4192	1.1913
No log	1.12	84	1.2316	0.4812	1.2316	1.1098
No log	1.1467	86	0.9058	0.6569	0.9058	0.9517
No log	1.1733	88	0.7336	0.7097	0.7336	0.8565
No log	1.2	90	0.7568	0.7636	0.7568	0.8699
No log	1.2267	92	0.7467	0.7407	0.7467	0.8641
No log	1.2533	94	0.7984	0.7329	0.7984	0.8935
No log	1.28	96	0.9758	0.6708	0.9758	0.9878
No log	1.3067	98	1.3155	0.5665	1.3155	1.1469
No log	1.3333	100	1.4834	0.5434	1.4834	1.2180
No log	1.3600	102	1.4290	0.5650	1.4290	1.1954
No log	1.3867	104	1.1371	0.5906	1.1371	1.0663
No log	1.4133	106	0.9762	0.6143	0.9762	0.9881
No log	1.44	108	0.7530	0.7105	0.7530	0.8678
No log	1.4667	110	0.6591	0.7561	0.6591	0.8119
No log	1.4933	112	0.7037	0.7654	0.7037	0.8388
No log	1.52	114	0.7435	0.7647	0.7435	0.8623
No log	1.5467	116	1.0465	0.6667	1.0465	1.0230
No log	1.5733	118	1.1374	0.5753	1.1374	1.0665
No log	1.6	120	1.0377	0.5926	1.0377	1.0187
No log	1.6267	122	0.8863	0.6269	0.8863	0.9414
No log	1.6533	124	0.8060	0.6471	0.8060	0.8977
No log	1.6800	126	0.8147	0.6763	0.8147	0.9026
No log	1.7067	128	1.0027	0.6364	1.0027	1.0014
No log	1.7333	130	1.1559	0.5989	1.1559	1.0751
No log	1.76	132	1.1869	0.6171	1.1869	1.0894
No log	1.7867	134	1.2581	0.5521	1.2581	1.1217
No log	1.8133	136	1.2757	0.5	1.2757	1.1294
No log	1.8400	138	1.2367	0.5379	1.2367	1.1121
No log	1.8667	140	1.1260	0.5960	1.1260	1.0611
No log	1.8933	142	1.1557	0.5823	1.1557	1.0750
No log	1.92	144	1.2692	0.5698	1.2692	1.1266
No log	1.9467	146	1.3518	0.5698	1.3518	1.1627
No log	1.9733	148	1.3246	0.5549	1.3246	1.1509
No log	2.0	150	1.3810	0.5432	1.3810	1.1752
No log	2.0267	152	1.1983	0.5584	1.1983	1.0947
No log	2.0533	154	1.0406	0.6207	1.0406	1.0201
No log	2.08	156	0.9574	0.6573	0.9574	0.9785
No log	2.1067	158	1.0444	0.6	1.0444	1.0220
No log	2.1333	160	1.2233	0.5101	1.2233	1.1060
No log	2.16	162	1.3922	0.4865	1.3922	1.1799
No log	2.1867	164	1.4152	0.4583	1.4152	1.1896
No log	2.2133	166	1.2269	0.5612	1.2269	1.1077
No log	2.24	168	1.0780	0.5755	1.0780	1.0383
No log	2.2667	170	1.1262	0.5874	1.1262	1.0612
No log	2.2933	172	1.2822	0.4865	1.2822	1.1323
No log	2.32	174	1.3160	0.4476	1.3160	1.1472
No log	2.3467	176	1.1884	0.5373	1.1884	1.0901
No log	2.3733	178	0.9696	0.6277	0.9696	0.9847
No log	2.4	180	0.9596	0.6620	0.9596	0.9796
No log	2.4267	182	1.1417	0.6289	1.1417	1.0685
No log	2.4533	184	1.3552	0.5357	1.3552	1.1641
No log	2.48	186	1.3009	0.6188	1.3009	1.1406
No log	2.5067	188	1.0902	0.6279	1.0902	1.0441
No log	2.5333	190	0.9773	0.6914	0.9773	0.9886
No log	2.56	192	1.0391	0.6857	1.0391	1.0194
No log	2.5867	194	1.1852	0.6441	1.1852	1.0887
No log	2.6133	196	1.1726	0.6258	1.1726	1.0828
No log	2.64	198	1.1970	0.5882	1.1970	1.0941
No log	2.6667	200	1.1431	0.5532	1.1431	1.0691
No log	2.6933	202	0.9859	0.5802	0.9859	0.9929
No log	2.7200	204	0.8492	0.6475	0.8492	0.9215
No log	2.7467	206	0.8506	0.7134	0.8506	0.9223
No log	2.7733	208	1.0219	0.6824	1.0219	1.0109
No log	2.8	210	1.2718	0.5895	1.2718	1.1277
No log	2.8267	212	1.2916	0.5838	1.2916	1.1365
No log	2.8533	214	1.0191	0.6351	1.0191	1.0095
No log	2.88	216	0.8147	0.6853	0.8147	0.9026
No log	2.9067	218	0.7950	0.6944	0.7950	0.8916
No log	2.9333	220	0.8835	0.6839	0.8835	0.9399
No log	2.96	222	1.1634	0.6471	1.1634	1.0786
No log	2.9867	224	1.3112	0.5967	1.3112	1.1451
No log	3.0133	226	1.2432	0.5875	1.2432	1.1150
No log	3.04	228	1.0620	0.6013	1.0620	1.0305
No log	3.0667	230	0.9178	0.6316	0.9178	0.9580
No log	3.0933	232	0.9204	0.6212	0.9204	0.9594
No log	3.12	234	0.9996	0.5846	0.9996	0.9998
No log	3.1467	236	1.0771	0.5758	1.0771	1.0378
No log	3.1733	238	1.1197	0.5616	1.1197	1.0582
No log	3.2	240	1.0672	0.6194	1.0672	1.0330
No log	3.2267	242	1.0575	0.6667	1.0575	1.0283
No log	3.2533	244	1.2080	0.5955	1.2080	1.0991
No log	3.2800	246	1.2868	0.5943	1.2868	1.1344
No log	3.3067	248	1.1382	0.5935	1.1382	1.0669
No log	3.3333	250	1.0574	0.6069	1.0574	1.0283
No log	3.36	252	0.9499	0.6714	0.9499	0.9746
No log	3.3867	254	0.9061	0.6438	0.9061	0.9519
No log	3.4133	256	0.8976	0.6994	0.8976	0.9474
No log	3.44	258	0.9463	0.6909	0.9463	0.9728
No log	3.4667	260	0.9201	0.7030	0.9201	0.9592
No log	3.4933	262	0.7651	0.7582	0.7651	0.8747
No log	3.52	264	0.8016	0.6763	0.8016	0.8953
No log	3.5467	266	0.8676	0.6423	0.8676	0.9315
No log	3.5733	268	0.9772	0.6522	0.9772	0.9885
No log	3.6	270	1.1599	0.5890	1.1599	1.0770
No log	3.6267	272	1.1459	0.6282	1.1459	1.0705
No log	3.6533	274	1.0240	0.6667	1.0240	1.0119
No log	3.68	276	0.9239	0.6623	0.9239	0.9612
No log	3.7067	278	0.7866	0.6806	0.7866	0.8869
No log	3.7333	280	0.8186	0.6479	0.8186	0.9048
No log	3.76	282	0.8462	0.6479	0.8462	0.9199
No log	3.7867	284	0.8576	0.6479	0.8576	0.9261
No log	3.8133	286	0.8304	0.6522	0.8304	0.9112
No log	3.84	288	0.9574	0.6241	0.9574	0.9785
No log	3.8667	290	1.0756	0.6533	1.0756	1.0371
No log	3.8933	292	1.1415	0.6490	1.1415	1.0684
No log	3.92	294	1.0509	0.6154	1.0509	1.0251
No log	3.9467	296	1.0571	0.6154	1.0571	1.0282
No log	3.9733	298	1.0957	0.6395	1.0957	1.0467
No log	4.0	300	1.0395	0.6536	1.0395	1.0196
No log	4.0267	302	1.0344	0.6536	1.0344	1.0170
No log	4.0533	304	1.0176	0.6395	1.0176	1.0088
No log	4.08	306	1.0738	0.6131	1.0738	1.0362
No log	4.1067	308	1.1189	0.5846	1.1189	1.0578
No log	4.1333	310	1.0699	0.5846	1.0699	1.0343
No log	4.16	312	0.9963	0.5954	0.9963	0.9982
No log	4.1867	314	0.9993	0.6395	0.9993	0.9996
No log	4.2133	316	1.0482	0.6536	1.0482	1.0238
No log	4.24	318	1.0468	0.6875	1.0468	1.0231
No log	4.2667	320	1.1870	0.6506	1.1870	1.0895
No log	4.2933	322	1.2991	0.6145	1.2991	1.1398
No log	4.32	324	1.1967	0.5786	1.1967	1.0940
No log	4.3467	326	1.0506	0.5857	1.0506	1.0250
No log	4.3733	328	0.9521	0.6056	0.9521	0.9758
No log	4.4	330	0.8196	0.6803	0.8196	0.9053
No log	4.4267	332	0.7528	0.7092	0.7528	0.8676
No log	4.4533	334	0.6802	0.7051	0.6802	0.8247
No log	4.48	336	0.6404	0.75	0.6404	0.8003
No log	4.5067	338	0.7238	0.7665	0.7238	0.8508
No log	4.5333	340	0.7883	0.7349	0.7883	0.8879
No log	4.5600	342	0.7884	0.7125	0.7884	0.8879
No log	4.5867	344	0.7943	0.7190	0.7943	0.8912
No log	4.6133	346	0.7365	0.6950	0.7365	0.8582
No log	4.64	348	0.7619	0.6715	0.7619	0.8729
No log	4.6667	350	0.8252	0.6466	0.8252	0.9084
No log	4.6933	352	0.9313	0.5891	0.9313	0.9650
No log	4.72	354	1.0009	0.6	1.0009	1.0004
No log	4.7467	356	1.1055	0.5874	1.1055	1.0514
No log	4.7733	358	1.1174	0.5874	1.1174	1.0571
No log	4.8	360	1.1209	0.6400	1.1209	1.0587
No log	4.8267	362	0.9768	0.6400	0.9768	0.9883
No log	4.8533	364	0.8728	0.6667	0.8728	0.9342
No log	4.88	366	0.9400	0.6623	0.9400	0.9695
No log	4.9067	368	1.1908	0.6267	1.1908	1.0913
No log	4.9333	370	1.5176	0.475	1.5176	1.2319
No log	4.96	372	1.5661	0.4684	1.5661	1.2514
No log	4.9867	374	1.3626	0.5096	1.3626	1.1673
No log	5.0133	376	1.0849	0.5970	1.0849	1.0416
No log	5.04	378	0.8071	0.7234	0.8071	0.8984
No log	5.0667	380	0.7015	0.7703	0.7015	0.8375
No log	5.0933	382	0.7035	0.7586	0.7035	0.8388
No log	5.12	384	0.8183	0.6623	0.8183	0.9046
No log	5.1467	386	1.0506	0.6456	1.0506	1.0250
No log	5.1733	388	1.1451	0.6415	1.1451	1.0701
No log	5.2	390	1.0732	0.5857	1.0732	1.0360
No log	5.2267	392	0.9327	0.6364	0.9327	0.9658
No log	5.2533	394	0.8202	0.6515	0.8202	0.9056
No log	5.28	396	0.7260	0.7246	0.7260	0.8520
No log	5.3067	398	0.7285	0.7067	0.7285	0.8535
No log	5.3333	400	0.8826	0.7073	0.8826	0.9395
No log	5.36	402	1.1408	0.6503	1.1408	1.0681
No log	5.3867	404	1.2563	0.5732	1.2563	1.1208
No log	5.4133	406	1.1723	0.5793	1.1723	1.0827
No log	5.44	408	1.0364	0.5821	1.0364	1.0181
No log	5.4667	410	0.8753	0.6212	0.8753	0.9356
No log	5.4933	412	0.7637	0.6364	0.7637	0.8739
No log	5.52	414	0.7214	0.6618	0.7214	0.8493
No log	5.5467	416	0.7914	0.6892	0.7914	0.8896
No log	5.5733	418	0.9866	0.6420	0.9866	0.9933
No log	5.6	420	1.1427	0.5912	1.1427	1.0690
No log	5.6267	422	1.1589	0.5578	1.1589	1.0765
No log	5.6533	424	1.2827	0.5324	1.2827	1.1326
No log	5.68	426	1.3179	0.5522	1.3179	1.1480
No log	5.7067	428	1.2444	0.5077	1.2444	1.1155
No log	5.7333	430	1.1029	0.5312	1.1029	1.0502
No log	5.76	432	0.8886	0.6466	0.8886	0.9426
No log	5.7867	434	0.7993	0.7089	0.7993	0.8941
No log	5.8133	436	0.8348	0.7273	0.8348	0.9137
No log	5.84	438	0.8629	0.7273	0.8629	0.9289
No log	5.8667	440	0.9268	0.7273	0.9268	0.9627
No log	5.8933	442	1.0065	0.6667	1.0065	1.0032
No log	5.92	444	0.9170	0.6875	0.9170	0.9576
No log	5.9467	446	0.8181	0.6714	0.8181	0.9045
No log	5.9733	448	0.8040	0.6765	0.8040	0.8967
No log	6.0	450	0.8051	0.6617	0.8051	0.8973
No log	6.0267	452	0.8341	0.6567	0.8341	0.9133
No log	6.0533	454	0.9189	0.6324	0.9189	0.9586
No log	6.08	456	1.0774	0.6234	1.0774	1.0380
No log	6.1067	458	1.1372	0.5769	1.1372	1.0664
No log	6.1333	460	1.2171	0.5556	1.2171	1.1032
No log	6.16	462	1.1734	0.5616	1.1734	1.0832
No log	6.1867	464	1.0227	0.5909	1.0227	1.0113
No log	6.2133	466	0.9599	0.6466	0.9599	0.9798
No log	6.24	468	0.8891	0.6154	0.8891	0.9429
No log	6.2667	470	0.8659	0.6412	0.8659	0.9306
No log	6.2933	472	0.8774	0.6412	0.8774	0.9367
No log	6.32	474	0.9704	0.6329	0.9704	0.9851
No log	6.3467	476	0.9453	0.7066	0.9453	0.9723
No log	6.3733	478	0.7296	0.7470	0.7296	0.8542
No log	6.4	480	0.6259	0.7361	0.6259	0.7912
No log	6.4267	482	0.6778	0.7483	0.6778	0.8233
No log	6.4533	484	0.9078	0.6835	0.9078	0.9528
No log	6.48	486	1.0626	0.6588	1.0626	1.0308
No log	6.5067	488	0.9676	0.6625	0.9676	0.9837
No log	6.5333	490	0.8489	0.7006	0.8489	0.9214
No log	6.5600	492	0.7842	0.6846	0.7842	0.8855
No log	6.5867	494	0.7810	0.6667	0.7810	0.8837
No log	6.6133	496	0.8192	0.7020	0.8192	0.9051
No log	6.64	498	0.9535	0.6351	0.9535	0.9765
0.4256	6.6667	500	1.1568	0.5946	1.1568	1.0756
0.4256	6.6933	502	1.2235	0.5733	1.2235	1.1061
0.4256	6.72	504	1.1749	0.5522	1.1749	1.0839
0.4256	6.7467	506	1.1056	0.5366	1.1056	1.0515
0.4256	6.7733	508	0.9890	0.6418	0.9890	0.9945
0.4256	6.8	510	0.8486	0.6713	0.8486	0.9212
0.4256	6.8267	512	0.8024	0.6757	0.8024	0.8958
0.4256	6.8533	514	0.7546	0.7105	0.7546	0.8687
0.4256	6.88	516	0.7711	0.7105	0.7711	0.8781
0.4256	6.9067	518	0.8670	0.7329	0.8670	0.9311
0.4256	6.9333	520	0.9793	0.6988	0.9793	0.9896
0.4256	6.96	522	0.9554	0.675	0.9554	0.9774
0.4256	6.9867	524	0.8624	0.6710	0.8624	0.9286
0.4256	7.0133	526	0.7642	0.7105	0.7642	0.8742
0.4256	7.04	528	0.6956	0.7285	0.6956	0.8341
0.4256	7.0667	530	0.7175	0.7067	0.7175	0.8471
0.4256	7.0933	532	0.7903	0.7097	0.7903	0.8890
0.4256	7.12	534	0.7571	0.7105	0.7571	0.8701
0.4256	7.1467	536	0.6478	0.7234	0.6478	0.8049
0.4256	7.1733	538	0.5998	0.7413	0.5998	0.7745
0.4256	7.2	540	0.6355	0.7465	0.6355	0.7972
0.4256	7.2267	542	0.7784	0.7097	0.7784	0.8823
0.4256	7.2533	544	0.9120	0.6871	0.9120	0.9550
0.4256	7.28	546	0.9480	0.6623	0.9480	0.9737
0.4256	7.3067	548	0.9160	0.6069	0.9160	0.9571
0.4256	7.3333	550	0.8712	0.6370	0.8712	0.9334
0.4256	7.36	552	0.8943	0.6515	0.8943	0.9457
0.4256	7.3867	554	0.9369	0.5802	0.9369	0.9679
0.4256	7.4133	556	0.9084	0.6154	0.9084	0.9531
0.4256	7.44	558	0.8983	0.6358	0.8983	0.9478
0.4256	7.4667	560	0.8155	0.7179	0.8155	0.9030
0.4256	7.4933	562	0.7524	0.7468	0.7524	0.8674
0.4256	7.52	564	0.6963	0.7211	0.6963	0.8344
0.4256	7.5467	566	0.6418	0.7338	0.6418	0.8011
0.4256	7.5733	568	0.6522	0.7465	0.6522	0.8076
0.4256	7.6	570	0.7236	0.7206	0.7236	0.8506
0.4256	7.6267	572	0.7328	0.7206	0.7328	0.8560
0.4256	7.6533	574	0.7242	0.7206	0.7242	0.8510
0.4256	7.68	576	0.8033	0.6765	0.8033	0.8963
0.4256	7.7067	578	0.8427	0.6269	0.8427	0.9180
0.4256	7.7333	580	0.7801	0.6963	0.7801	0.8832
0.4256	7.76	582	0.7441	0.6963	0.7441	0.8626
0.4256	7.7867	584	0.7621	0.6963	0.7621	0.8730
0.4256	7.8133	586	0.8510	0.6466	0.8510	0.9225
0.4256	7.84	588	0.9815	0.6259	0.9815	0.9907
0.4256	7.8667	590	1.0711	0.5828	1.0711	1.0349
0.4256	7.8933	592	0.9802	0.6174	0.9802	0.9901
0.4256	7.92	594	0.8253	0.6370	0.8253	0.9085
0.4256	7.9467	596	0.7847	0.6912	0.7847	0.8858
0.4256	7.9733	598	0.7985	0.6765	0.7985	0.8936
0.4256	8.0	600	0.8481	0.6806	0.8481	0.9209
0.4256	8.0267	602	0.8992	0.6479	0.8992	0.9483
0.4256	8.0533	604	0.8673	0.6901	0.8673	0.9313
0.4256	8.08	606	0.7898	0.6861	0.7898	0.8887
0.4256	8.1067	608	0.7551	0.7101	0.7551	0.8690
0.4256	8.1333	610	0.8007	0.6993	0.8007	0.8948
0.4256	8.16	612	0.9092	0.6667	0.9092	0.9535
0.4256	8.1867	614	0.9968	0.6316	0.9968	0.9984
0.4256	8.2133	616	0.9657	0.6358	0.9657	0.9827
0.4256	8.24	618	0.8437	0.6571	0.8437	0.9185
0.4256	8.2667	620	0.7361	0.7101	0.7361	0.8580
0.4256	8.2933	622	0.6897	0.6866	0.6897	0.8305
0.4256	8.32	624	0.6942	0.7007	0.6942	0.8332
0.4256	8.3467	626	0.7363	0.7092	0.7363	0.8581
0.4256	8.3733	628	0.8324	0.6835	0.8324	0.9124
0.4256	8.4	630	0.9586	0.6420	0.9586	0.9791
0.4256	8.4267	632	0.9821	0.6420	0.9821	0.9910
0.4256	8.4533	634	0.9056	0.6301	0.9056	0.9516
0.4256	8.48	636	0.8212	0.6618	0.8212	0.9062
0.4256	8.5067	638	0.8414	0.6618	0.8414	0.9173
0.4256	8.5333	640	0.8852	0.6260	0.8852	0.9409
0.4256	8.56	642	0.9390	0.6667	0.9390	0.9690
0.4256	8.5867	644	1.0063	0.625	1.0063	1.0032
0.4256	8.6133	646	1.0240	0.6335	1.0240	1.0119
0.4256	8.64	648	0.9174	0.6667	0.9174	0.9578
0.4256	8.6667	650	0.8364	0.6835	0.8364	0.9145
0.4256	8.6933	652	0.8313	0.7020	0.8313	0.9117
0.4256	8.72	654	0.8702	0.6835	0.8702	0.9328
0.4256	8.7467	656	0.8824	0.6957	0.8824	0.9394
0.4256	8.7733	658	0.9204	0.6748	0.9204	0.9594
0.4256	8.8	660	0.8616	0.6759	0.8616	0.9282
0.4256	8.8267	662	0.8634	0.6618	0.8634	0.9292
0.4256	8.8533	664	0.8855	0.6618	0.8855	0.9410
0.4256	8.88	666	0.9019	0.6519	0.9019	0.9497
0.4256	8.9067	668	0.8005	0.6901	0.8005	0.8947
0.4256	8.9333	670	0.7499	0.6901	0.7499	0.8660
0.4256	8.96	672	0.7286	0.7152	0.7286	0.8536
0.4256	8.9867	674	0.7437	0.7073	0.7437	0.8624
0.4256	9.0133	676	0.7382	0.7186	0.7382	0.8592
0.4256	9.04	678	0.7561	0.7176	0.7561	0.8695
0.4256	9.0667	680	0.7751	0.7066	0.7751	0.8804
0.4256	9.0933	682	0.8175	0.6832	0.8175	0.9041
0.4256	9.12	684	0.7509	0.7044	0.7509	0.8666
0.4256	9.1467	686	0.6834	0.7260	0.6834	0.8267
0.4256	9.1733	688	0.6286	0.7465	0.6286	0.7928
0.4256	9.2	690	0.6816	0.7101	0.6816	0.8256
0.4256	9.2267	692	0.8153	0.6618	0.8153	0.9030
0.4256	9.2533	694	0.9267	0.6569	0.9267	0.9626
0.4256	9.28	696	0.9703	0.6522	0.9703	0.9851
0.4256	9.3067	698	0.9441	0.6418	0.9441	0.9716
0.4256	9.3333	700	0.9086	0.6260	0.9086	0.9532
0.4256	9.36	702	0.9109	0.6260	0.9109	0.9544
0.4256	9.3867	704	0.9449	0.6154	0.9449	0.9721
0.4256	9.4133	706	0.9416	0.6154	0.9416	0.9704
0.4256	9.44	708	0.9318	0.6471	0.9318	0.9653
0.4256	9.4667	710	0.8386	0.6765	0.8386	0.9157
0.4256	9.4933	712	0.7481	0.7361	0.7481	0.8649
0.4256	9.52	714	0.6939	0.7361	0.6939	0.8330
0.4256	9.5467	716	0.7004	0.7361	0.7004	0.8369
0.4256	9.5733	718	0.7296	0.7190	0.7296	0.8542
0.4256	9.6	720	0.7117	0.7190	0.7117	0.8436
0.4256	9.6267	722	0.6891	0.7338	0.6891	0.8301
0.4256	9.6533	724	0.7484	0.7211	0.7484	0.8651
0.4256	9.68	726	0.8383	0.6846	0.8383	0.9156
0.4256	9.7067	728	0.8436	0.6986	0.8436	0.9185
0.4256	9.7333	730	0.8694	0.6759	0.8694	0.9324
0.4256	9.76	732	0.8324	0.6857	0.8324	0.9124
0.4256	9.7867	734	0.8149	0.6620	0.8149	0.9027
0.4256	9.8133	736	0.8080	0.6377	0.8080	0.8989
0.4256	9.84	738	0.7857	0.6866	0.7857	0.8864
0.4256	9.8667	740	0.8195	0.6466	0.8195	0.9053
0.4256	9.8933	742	0.8850	0.6620	0.8850	0.9408
0.4256	9.92	744	0.8934	0.6622	0.8934	0.9452
0.4256	9.9467	746	0.9396	0.6709	0.9396	0.9693
0.4256	9.9733	748	0.9114	0.6832	0.9114	0.9547
0.4256	10.0	750	0.8527	0.7205	0.8527	0.9234
0.4256	10.0267	752	0.8577	0.7205	0.8577	0.9261
0.4256	10.0533	754	0.8487	0.7	0.8487	0.9212
0.4256	10.08	756	0.7570	0.7190	0.7570	0.8701
0.4256	10.1067	758	0.7301	0.7234	0.7301	0.8545
0.4256	10.1333	760	0.7976	0.6761	0.7976	0.8931
0.4256	10.16	762	0.9305	0.6667	0.9305	0.9646
0.4256	10.1867	764	1.1248	0.6296	1.1248	1.0605
0.4256	10.2133	766	1.1260	0.6543	1.1260	1.0611
0.4256	10.24	768	0.9693	0.6709	0.9693	0.9845
0.4256	10.2667	770	0.8132	0.6667	0.8132	0.9018
0.4256	10.2933	772	0.7525	0.6619	0.7525	0.8675
0.4256	10.32	774	0.7536	0.6755	0.7536	0.8681
0.4256	10.3467	776	0.7814	0.7	0.7814	0.8840
0.4256	10.3733	778	0.8124	0.7117	0.8124	0.9013
0.4256	10.4	780	0.7922	0.7326	0.7922	0.8900
0.4256	10.4267	782	0.7343	0.7529	0.7343	0.8569
0.4256	10.4533	784	0.6532	0.7654	0.6532	0.8082
0.4256	10.48	786	0.6636	0.7260	0.6636	0.8146
0.4256	10.5067	788	0.7086	0.7101	0.7086	0.8418
0.4256	10.5333	790	0.7754	0.6619	0.7754	0.8806
0.4256	10.56	792	0.8944	0.6712	0.8944	0.9457
0.4256	10.5867	794	0.9995	0.6623	0.9995	0.9998
0.4256	10.6133	796	1.0162	0.6623	1.0162	1.0080
0.4256	10.64	798	0.9318	0.6573	0.9318	0.9653
0.4256	10.6667	800	0.7897	0.6620	0.7897	0.8886
0.4256	10.6933	802	0.6818	0.7101	0.6818	0.8257
0.4256	10.72	804	0.6643	0.7338	0.6643	0.8151
0.4256	10.7467	806	0.7260	0.7020	0.7260	0.8521
0.4256	10.7733	808	0.8531	0.7006	0.8531	0.9237
0.4256	10.8	810	1.0078	0.6375	1.0078	1.0039
0.4256	10.8267	812	1.0187	0.6369	1.0187	1.0093
0.4256	10.8533	814	0.9321	0.6324	0.9321	0.9654
0.4256	10.88	816	0.8405	0.6364	0.8405	0.9168
0.4256	10.9067	818	0.7779	0.6818	0.7779	0.8820
0.4256	10.9333	820	0.7545	0.6617	0.7545	0.8686
0.4256	10.96	822	0.7746	0.6861	0.7746	0.8801
0.4256	10.9867	824	0.8279	0.6618	0.8279	0.9099
0.4256	11.0133	826	0.8325	0.6761	0.8325	0.9124
0.4256	11.04	828	0.7660	0.6619	0.7660	0.8752
0.4256	11.0667	830	0.7294	0.7101	0.7294	0.8540
0.4256	11.0933	832	0.7530	0.6866	0.7530	0.8678
0.4256	11.12	834	0.8130	0.6466	0.8130	0.9017
0.4256	11.1467	836	0.8493	0.6364	0.8493	0.9216
0.4256	11.1733	838	0.8730	0.6466	0.8730	0.9344
0.4256	11.2	840	0.8979	0.6164	0.8979	0.9476
0.4256	11.2267	842	0.8977	0.6309	0.8977	0.9475
0.4256	11.2533	844	0.9006	0.6277	0.9006	0.9490
0.4256	11.28	846	0.8662	0.6269	0.8662	0.9307
0.4256	11.3067	848	0.8377	0.6269	0.8377	0.9153
0.4256	11.3333	850	0.8173	0.6466	0.8173	0.9040
0.4256	11.36	852	0.8004	0.6861	0.8004	0.8947
0.4256	11.3867	854	0.7965	0.6861	0.7965	0.8925
0.4256	11.4133	856	0.8233	0.6466	0.8233	0.9073
0.4256	11.44	858	0.8306	0.6618	0.8306	0.9114
0.4256	11.4667	860	0.8094	0.6618	0.8094	0.8997
0.4256	11.4933	862	0.8231	0.6483	0.8231	0.9072
0.4256	11.52	864	0.8595	0.6531	0.8595	0.9271
0.4256	11.5467	866	0.8891	0.6345	0.8891	0.9429
0.4256	11.5733	868	0.8545	0.6797	0.8545	0.9244
0.4256	11.6	870	0.7873	0.6667	0.7873	0.8873
0.4256	11.6267	872	0.7735	0.7020	0.7735	0.8795
0.4256	11.6533	874	0.8349	0.6797	0.8349	0.9137
0.4256	11.68	876	0.9385	0.6582	0.9385	0.9688
0.4256	11.7067	878	0.9528	0.6538	0.9528	0.9761
0.4256	11.7333	880	0.8415	0.6968	0.8415	0.9173
0.4256	11.76	882	0.6793	0.7361	0.6793	0.8242
0.4256	11.7867	884	0.6389	0.7482	0.6389	0.7993
0.4256	11.8133	886	0.6754	0.7429	0.6754	0.8218
0.4256	11.84	888	0.7538	0.7234	0.7538	0.8682
0.4256	11.8667	890	0.8294	0.6763	0.8294	0.9107
0.4256	11.8933	892	0.9347	0.6573	0.9347	0.9668
0.4256	11.92	894	0.9427	0.6429	0.9427	0.9709
0.4256	11.9467	896	0.8882	0.6519	0.8882	0.9424
0.4256	11.9733	898	0.8406	0.6364	0.8406	0.9168
0.4256	12.0	900	0.8477	0.6519	0.8477	0.9207
0.4256	12.0267	902	0.9279	0.6423	0.9279	0.9633
0.4256	12.0533	904	1.0779	0.6316	1.0779	1.0382
0.4256	12.08	906	1.1318	0.6144	1.1318	1.0639
0.4256	12.1067	908	1.1244	0.6154	1.1244	1.0604
0.4256	12.1333	910	1.0428	0.6119	1.0428	1.0212
0.4256	12.16	912	0.9471	0.6260	0.9471	0.9732
0.4256	12.1867	914	0.8641	0.6364	0.8641	0.9296
0.4256	12.2133	916	0.7949	0.6618	0.7949	0.8916
0.4256	12.24	918	0.7867	0.6618	0.7867	0.8869
0.4256	12.2667	920	0.8060	0.6803	0.8060	0.8978
0.4256	12.2933	922	0.8620	0.6490	0.8620	0.9284
0.4256	12.32	924	0.8676	0.6400	0.8676	0.9314
0.4256	12.3467	926	0.8928	0.6383	0.8928	0.9449
0.4256	12.3733	928	0.9236	0.6269	0.9236	0.9610
0.4256	12.4	930	0.9105	0.6260	0.9105	0.9542
0.4256	12.4267	932	0.9006	0.6260	0.9006	0.9490
0.4256	12.4533	934	0.8770	0.6269	0.8770	0.9365
0.4256	12.48	936	0.8608	0.6571	0.8608	0.9278
0.4256	12.5067	938	0.8468	0.6711	0.8468	0.9202
0.4256	12.5333	940	0.8404	0.6710	0.8404	0.9167
0.4256	12.56	942	0.8499	0.6710	0.8499	0.9219
0.4256	12.5867	944	0.8368	0.6711	0.8368	0.9148
0.4256	12.6133	946	0.8468	0.6571	0.8468	0.9202
0.4256	12.64	948	0.8744	0.6260	0.8744	0.9351
0.4256	12.6667	950	0.9224	0.6260	0.9224	0.9604
0.4256	12.6933	952	0.9606	0.6154	0.9606	0.9801
0.4256	12.72	954	0.9378	0.6475	0.9378	0.9684
0.4256	12.7467	956	0.8740	0.6712	0.8740	0.9349
0.4256	12.7733	958	0.8502	0.6795	0.8502	0.9220
0.4256	12.8	960	0.7841	0.6879	0.7841	0.8855
0.4256	12.8267	962	0.6818	0.7222	0.6818	0.8257
0.4256	12.8533	964	0.6465	0.7536	0.6465	0.8041
0.4256	12.88	966	0.6404	0.7407	0.6404	0.8003
0.4256	12.9067	968	0.6734	0.7101	0.6734	0.8206
0.4256	12.9333	970	0.7854	0.6618	0.7854	0.8862
0.4256	12.96	972	0.9202	0.6490	0.9202	0.9593
0.4256	12.9867	974	0.9534	0.6207	0.9534	0.9764
0.4256	13.0133	976	0.9667	0.6364	0.9667	0.9832
0.4256	13.04	978	0.9453	0.6260	0.9453	0.9723
0.4256	13.0667	980	0.8929	0.6364	0.8929	0.9449
0.4256	13.0933	982	0.8591	0.6466	0.8591	0.9269
0.4256	13.12	984	0.8406	0.6483	0.8406	0.9169
0.4256	13.1467	986	0.8000	0.6879	0.8000	0.8944
0.4256	13.1733	988	0.7486	0.7097	0.7486	0.8652
0.4256	13.2	990	0.6732	0.7403	0.6732	0.8205
0.4256	13.2267	992	0.6097	0.7310	0.6097	0.7809
0.4256	13.2533	994	0.6148	0.7338	0.6148	0.7841
0.4256	13.28	996	0.6369	0.7324	0.6369	0.7980
0.4256	13.3067	998	0.7091	0.7432	0.7091	0.8421
0.0776	13.3333	1000	0.8198	0.6755	0.8198	0.9054
0.0776	13.36	1002	0.8720	0.6519	0.8720	0.9338
0.0776	13.3867	1004	0.8700	0.6364	0.8700	0.9327
0.0776	13.4133	1006	0.8192	0.6364	0.8192	0.9051
0.0776	13.44	1008	0.8061	0.6716	0.8061	0.8978
0.0776	13.4667	1010	0.7916	0.6716	0.7916	0.8897

Framework versions

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