ArabicNewSplits7_B_usingALLEssays_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: 0.9640
• Qwk: 0.5606
• Mse: 0.9640
• Rmse: 0.9818

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0286	2	6.6894	0.0303	6.6894	2.5864
No log	0.0571	4	4.1631	0.0980	4.1631	2.0404
No log	0.0857	6	3.2877	0.0222	3.2877	1.8132
No log	0.1143	8	2.1360	0.1692	2.1360	1.4615
No log	0.1429	10	1.7809	0.2087	1.7809	1.3345
No log	0.1714	12	1.7343	0.2037	1.7343	1.3169
No log	0.2	14	1.7789	0.1667	1.7789	1.3337
No log	0.2286	16	1.7196	0.1682	1.7196	1.3113
No log	0.2571	18	1.7348	0.1667	1.7348	1.3171
No log	0.2857	20	1.8487	0.2167	1.8487	1.3597
No log	0.3143	22	2.0973	0.2059	2.0973	1.4482
No log	0.3429	24	2.0746	0.1549	2.0746	1.4403
No log	0.3714	26	2.4830	0.1154	2.4830	1.5758
No log	0.4	28	2.2909	0.1854	2.2909	1.5136
No log	0.4286	30	1.7036	0.3140	1.7036	1.3052
No log	0.4571	32	1.7529	0.3167	1.7529	1.3240
No log	0.4857	34	1.9377	0.2764	1.9377	1.3920
No log	0.5143	36	1.9555	0.2080	1.9555	1.3984
No log	0.5429	38	2.1606	0.1752	2.1606	1.4699
No log	0.5714	40	2.0495	0.1493	2.0495	1.4316
No log	0.6	42	1.9662	0.2239	1.9662	1.4022
No log	0.6286	44	2.2420	0.2206	2.2420	1.4973
No log	0.6571	46	2.1971	0.2238	2.1971	1.4823
No log	0.6857	48	2.0996	0.25	2.0996	1.4490
No log	0.7143	50	1.9751	0.2482	1.9751	1.4054
No log	0.7429	52	2.3461	0.1714	2.3461	1.5317
No log	0.7714	54	2.6393	0.1233	2.6393	1.6246
No log	0.8	56	2.0195	0.2754	2.0195	1.4211
No log	0.8286	58	1.5306	0.3538	1.5306	1.2372
No log	0.8571	60	1.4788	0.3492	1.4788	1.2161
No log	0.8857	62	1.6223	0.3465	1.6223	1.2737
No log	0.9143	64	1.7099	0.3556	1.7099	1.3076
No log	0.9429	66	1.9107	0.3108	1.9107	1.3823
No log	0.9714	68	1.9367	0.3108	1.9367	1.3916
No log	1.0	70	1.5688	0.3566	1.5688	1.2525
No log	1.0286	72	1.4747	0.3089	1.4747	1.2144
No log	1.0571	74	1.3711	0.3833	1.3711	1.1710
No log	1.0857	76	1.1937	0.5041	1.1937	1.0926
No log	1.1143	78	1.1914	0.5354	1.1914	1.0915
No log	1.1429	80	1.2482	0.4480	1.2482	1.1173
No log	1.1714	82	1.3799	0.4480	1.3799	1.1747
No log	1.2	84	1.3674	0.4298	1.3674	1.1694
No log	1.2286	86	1.3318	0.4463	1.3318	1.1540
No log	1.2571	88	1.2847	0.4132	1.2847	1.1334
No log	1.2857	90	1.2033	0.4878	1.2033	1.0969
No log	1.3143	92	1.1280	0.544	1.1280	1.0621
No log	1.3429	94	1.1391	0.512	1.1391	1.0673
No log	1.3714	96	1.1494	0.5	1.1494	1.0721
No log	1.4	98	1.1079	0.5161	1.1079	1.0526
No log	1.4286	100	1.0716	0.5625	1.0716	1.0352
No log	1.4571	102	1.0524	0.5581	1.0524	1.0259
No log	1.4857	104	1.0621	0.5649	1.0621	1.0306
No log	1.5143	106	1.0435	0.5781	1.0435	1.0215
No log	1.5429	108	1.0458	0.5238	1.0458	1.0226
No log	1.5714	110	1.0820	0.5865	1.0820	1.0402
No log	1.6	112	1.0930	0.5758	1.0930	1.0455
No log	1.6286	114	1.0721	0.5581	1.0721	1.0354
No log	1.6571	116	1.0416	0.5625	1.0416	1.0206
No log	1.6857	118	1.0785	0.5846	1.0785	1.0385
No log	1.7143	120	1.1849	0.5469	1.1849	1.0885
No log	1.7429	122	1.1992	0.5197	1.1992	1.0951
No log	1.7714	124	1.1551	0.5625	1.1551	1.0748
No log	1.8	126	1.1169	0.5846	1.1169	1.0568
No log	1.8286	128	1.1054	0.5781	1.1054	1.0514
No log	1.8571	130	1.2086	0.5079	1.2086	1.0994
No log	1.8857	132	1.3210	0.4463	1.3210	1.1494
No log	1.9143	134	1.2711	0.4839	1.2711	1.1274
No log	1.9429	136	1.2054	0.4409	1.2054	1.0979
No log	1.9714	138	1.1754	0.4375	1.1754	1.0841
No log	2.0	140	1.1564	0.4651	1.1564	1.0754
No log	2.0286	142	1.1280	0.5079	1.1280	1.0621
No log	2.0571	144	1.1279	0.5077	1.1279	1.0620
No log	2.0857	146	1.1200	0.5077	1.1200	1.0583
No log	2.1143	148	1.0394	0.5312	1.0394	1.0195
No log	2.1429	150	1.0131	0.5736	1.0131	1.0065
No log	2.1714	152	1.0602	0.5581	1.0602	1.0296
No log	2.2	154	1.0354	0.5161	1.0354	1.0175
No log	2.2286	156	1.0239	0.5736	1.0239	1.0119
No log	2.2571	158	1.0645	0.5385	1.0645	1.0318
No log	2.2857	160	1.0804	0.5385	1.0804	1.0394
No log	2.3143	162	1.0698	0.5625	1.0698	1.0343
No log	2.3429	164	1.0471	0.5397	1.0471	1.0233
No log	2.3714	166	1.0538	0.5692	1.0538	1.0265
No log	2.4	168	1.0441	0.5581	1.0441	1.0218
No log	2.4286	170	1.1050	0.5736	1.1050	1.0512
No log	2.4571	172	1.1837	0.5385	1.1837	1.0880
No log	2.4857	174	1.2593	0.4885	1.2593	1.1222
No log	2.5143	176	1.1928	0.5197	1.1928	1.0922
No log	2.5429	178	1.0810	0.5538	1.0810	1.0397
No log	2.5714	180	1.0064	0.5846	1.0064	1.0032
No log	2.6	182	0.9761	0.6462	0.9761	0.9880
No log	2.6286	184	0.9386	0.6412	0.9386	0.9688
No log	2.6571	186	0.9268	0.6412	0.9268	0.9627
No log	2.6857	188	0.9594	0.6165	0.9594	0.9795
No log	2.7143	190	1.0242	0.5630	1.0242	1.0120
No log	2.7429	192	1.0300	0.5373	1.0300	1.0149
No log	2.7714	194	0.9951	0.6269	0.9951	0.9975
No log	2.8	196	1.0344	0.5846	1.0344	1.0171
No log	2.8286	198	1.2282	0.5556	1.2282	1.1082
No log	2.8571	200	1.3466	0.4603	1.3466	1.1604
No log	2.8857	202	1.1221	0.5354	1.1221	1.0593
No log	2.9143	204	1.0003	0.6047	1.0003	1.0001
No log	2.9429	206	0.9509	0.6617	0.9509	0.9751
No log	2.9714	208	0.9151	0.7092	0.9151	0.9566
No log	3.0	210	0.9211	0.6812	0.9211	0.9598
No log	3.0286	212	0.9298	0.7050	0.9298	0.9642
No log	3.0571	214	0.9713	0.6617	0.9713	0.9855
No log	3.0857	216	1.0109	0.6364	1.0109	1.0055
No log	3.1143	218	1.1029	0.5538	1.1029	1.0502
No log	3.1429	220	1.0625	0.6165	1.0625	1.0308
No log	3.1714	222	0.9791	0.6357	0.9791	0.9895
No log	3.2	224	0.9727	0.6299	0.9727	0.9862
No log	3.2286	226	0.9474	0.6512	0.9474	0.9734
No log	3.2571	228	0.9763	0.5891	0.9763	0.9881
No log	3.2857	230	1.0418	0.5271	1.0418	1.0207
No log	3.3143	232	1.0376	0.5271	1.0376	1.0186
No log	3.3429	234	1.0258	0.5512	1.0258	1.0128
No log	3.3714	236	1.1389	0.528	1.1389	1.0672
No log	3.4	238	1.1588	0.4882	1.1588	1.0765
No log	3.4286	240	0.9739	0.5802	0.9739	0.9869
No log	3.4571	242	0.9229	0.6667	0.9229	0.9607
No log	3.4857	244	0.9550	0.5669	0.9550	0.9772
No log	3.5143	246	0.9923	0.592	0.9923	0.9961
No log	3.5429	248	1.0219	0.6406	1.0219	1.0109
No log	3.5714	250	1.0071	0.6142	1.0071	1.0036
No log	3.6	252	0.9325	0.6667	0.9325	0.9656
No log	3.6286	254	0.9126	0.6032	0.9126	0.9553
No log	3.6571	256	0.9277	0.5484	0.9277	0.9632
No log	3.6857	258	0.8832	0.6466	0.8832	0.9398
No log	3.7143	260	0.8413	0.6567	0.8413	0.9172
No log	3.7429	262	0.8171	0.6906	0.8171	0.9039
No log	3.7714	264	0.8170	0.7194	0.8170	0.9039
No log	3.8	266	0.8836	0.6466	0.8836	0.9400
No log	3.8286	268	0.9428	0.6466	0.9428	0.9710
No log	3.8571	270	0.9314	0.6212	0.9314	0.9651
No log	3.8857	272	0.8907	0.6767	0.8907	0.9438
No log	3.9143	274	0.8964	0.6565	0.8964	0.9468
No log	3.9429	276	0.9158	0.6718	0.9158	0.9570
No log	3.9714	278	0.9695	0.6818	0.9695	0.9846
No log	4.0	280	0.9699	0.6202	0.9699	0.9848
No log	4.0286	282	0.9561	0.6260	0.9561	0.9778
No log	4.0571	284	0.9596	0.6047	0.9596	0.9796
No log	4.0857	286	1.1241	0.5455	1.1241	1.0602
No log	4.1143	288	1.1428	0.5373	1.1428	1.0690
No log	4.1429	290	0.9158	0.6061	0.9158	0.9570
No log	4.1714	292	0.8794	0.7101	0.8794	0.9377
No log	4.2	294	0.9691	0.6370	0.9691	0.9844
No log	4.2286	296	1.0726	0.5455	1.0726	1.0357
No log	4.2571	298	1.0241	0.5865	1.0241	1.0120
No log	4.2857	300	0.9073	0.6074	0.9073	0.9525
No log	4.3143	302	0.9157	0.6269	0.9157	0.9569
No log	4.3429	304	1.0170	0.6212	1.0170	1.0085
No log	4.3714	306	1.2311	0.4962	1.2311	1.1096
No log	4.4	308	1.2945	0.4252	1.2945	1.1378
No log	4.4286	310	1.1986	0.5574	1.1986	1.0948
No log	4.4571	312	1.0922	0.5366	1.0922	1.0451
No log	4.4857	314	1.0762	0.5124	1.0762	1.0374
No log	4.5143	316	1.0678	0.5082	1.0678	1.0333
No log	4.5429	318	1.0810	0.5714	1.0810	1.0397
No log	4.5714	320	1.1270	0.4762	1.1270	1.0616
No log	4.6	322	1.1606	0.4724	1.1606	1.0773
No log	4.6286	324	1.0652	0.5538	1.0652	1.0321
No log	4.6571	326	0.9530	0.6567	0.9530	0.9762
No log	4.6857	328	0.9365	0.6260	0.9365	0.9678
No log	4.7143	330	0.9512	0.6418	0.9512	0.9753
No log	4.7429	332	1.0165	0.6165	1.0165	1.0082
No log	4.7714	334	1.0693	0.5556	1.0693	1.0340
No log	4.8	336	1.0427	0.5669	1.0427	1.0211
No log	4.8286	338	0.9899	0.5781	0.9899	0.9949
No log	4.8571	340	0.9606	0.6316	0.9606	0.9801
No log	4.8857	342	0.9494	0.5758	0.9494	0.9744
No log	4.9143	344	0.9787	0.5781	0.9787	0.9893
No log	4.9429	346	1.0509	0.5891	1.0509	1.0251
No log	4.9714	348	1.1326	0.5344	1.1326	1.0642
No log	5.0	350	1.1529	0.5344	1.1529	1.0737
No log	5.0286	352	1.1989	0.5385	1.1989	1.0949
No log	5.0571	354	1.1580	0.5606	1.1580	1.0761
No log	5.0857	356	1.0788	0.5426	1.0788	1.0387
No log	5.1143	358	1.0628	0.5496	1.0628	1.0309
No log	5.1429	360	1.0701	0.5714	1.0701	1.0344
No log	5.1714	362	1.1577	0.5693	1.1577	1.0760
No log	5.2	364	1.2442	0.5455	1.2442	1.1154
No log	5.2286	366	1.2104	0.5038	1.2104	1.1002
No log	5.2571	368	1.1290	0.5512	1.1290	1.0625
No log	5.2857	370	1.0930	0.5161	1.0930	1.0455
No log	5.3143	372	1.1481	0.5041	1.1481	1.0715
No log	5.3429	374	1.2083	0.4754	1.2083	1.0992
No log	5.3714	376	1.1321	0.4754	1.1321	1.0640
No log	5.4	378	1.0466	0.528	1.0466	1.0230
No log	5.4286	380	0.9953	0.5556	0.9953	0.9977
No log	5.4571	382	0.9716	0.5512	0.9716	0.9857
No log	5.4857	384	0.9975	0.5781	0.9975	0.9987
No log	5.5143	386	1.0216	0.5781	1.0216	1.0108
No log	5.5429	388	1.0574	0.5846	1.0574	1.0283
No log	5.5714	390	1.1043	0.5385	1.1043	1.0508
No log	5.6	392	1.1741	0.5401	1.1741	1.0836
No log	5.6286	394	1.1533	0.5	1.1533	1.0739
No log	5.6571	396	1.0449	0.5263	1.0449	1.0222
No log	5.6857	398	0.9944	0.5496	0.9944	0.9972
No log	5.7143	400	0.9936	0.5625	0.9936	0.9968
No log	5.7429	402	1.0035	0.5625	1.0035	1.0017
No log	5.7714	404	1.0234	0.5781	1.0234	1.0116
No log	5.8	406	1.0566	0.5440	1.0566	1.0279
No log	5.8286	408	1.0741	0.5000	1.0741	1.0364
No log	5.8571	410	1.0662	0.5203	1.0662	1.0326
No log	5.8857	412	1.0590	0.5760	1.0590	1.0291
No log	5.9143	414	1.1295	0.5538	1.1295	1.0628
No log	5.9429	416	1.1664	0.5538	1.1664	1.0800
No log	5.9714	418	1.1764	0.5113	1.1764	1.0846
No log	6.0	420	1.1505	0.5564	1.1505	1.0726
No log	6.0286	422	1.1384	0.5564	1.1384	1.0670
No log	6.0571	424	1.1833	0.5263	1.1833	1.0878
No log	6.0857	426	1.0958	0.5263	1.0958	1.0468
No log	6.1143	428	1.0123	0.5672	1.0123	1.0061
No log	6.1429	430	0.9341	0.6767	0.9341	0.9665
No log	6.1714	432	0.8957	0.6765	0.8957	0.9464
No log	6.2	434	0.8871	0.6765	0.8871	0.9419
No log	6.2286	436	0.9007	0.6765	0.9007	0.9490
No log	6.2571	438	0.9365	0.6222	0.9365	0.9677
No log	6.2857	440	0.9593	0.6176	0.9593	0.9795
No log	6.3143	442	0.9289	0.6471	0.9289	0.9638
No log	6.3429	444	0.9249	0.6423	0.9249	0.9617
No log	6.3714	446	0.9591	0.6617	0.9591	0.9793
No log	6.4	448	0.9972	0.6716	0.9972	0.9986
No log	6.4286	450	0.9906	0.6212	0.9906	0.9953
No log	6.4571	452	0.9981	0.6015	0.9981	0.9990
No log	6.4857	454	1.0181	0.6269	1.0181	1.0090
No log	6.5143	456	1.0453	0.6324	1.0453	1.0224
No log	6.5429	458	1.0504	0.5882	1.0504	1.0249
No log	6.5714	460	0.9980	0.6222	0.9980	0.9990
No log	6.6	462	0.9667	0.6047	0.9667	0.9832
No log	6.6286	464	1.0062	0.6014	1.0062	1.0031
No log	6.6571	466	0.9271	0.6620	0.9271	0.9628
No log	6.6857	468	0.8687	0.6715	0.8687	0.9321
No log	6.7143	470	1.0182	0.5441	1.0182	1.0091
No log	6.7429	472	1.2200	0.4776	1.2200	1.1045
No log	6.7714	474	1.2798	0.4776	1.2798	1.1313
No log	6.8	476	1.1753	0.5	1.1753	1.0841
No log	6.8286	478	1.0626	0.5873	1.0626	1.0308
No log	6.8571	480	1.0428	0.5484	1.0428	1.0212
No log	6.8857	482	1.0356	0.576	1.0356	1.0176
No log	6.9143	484	1.0474	0.5714	1.0474	1.0234
No log	6.9429	486	1.1137	0.5625	1.1137	1.0553
No log	6.9714	488	1.1510	0.5152	1.1510	1.0728
No log	7.0	490	1.1142	0.5333	1.1142	1.0556
No log	7.0286	492	1.0778	0.5263	1.0778	1.0382
No log	7.0571	494	1.0652	0.5263	1.0652	1.0321
No log	7.0857	496	1.0772	0.5113	1.0772	1.0379
No log	7.1143	498	1.0742	0.5113	1.0742	1.0365
0.4045	7.1429	500	1.0781	0.5038	1.0781	1.0383
0.4045	7.1714	502	1.0512	0.5397	1.0512	1.0253
0.4045	7.2	504	1.0403	0.56	1.0403	1.0200
0.4045	7.2286	506	1.0383	0.56	1.0383	1.0190
0.4045	7.2571	508	1.0344	0.5397	1.0344	1.0171
0.4045	7.2857	510	1.0553	0.5802	1.0553	1.0273
0.4045	7.3143	512	1.0453	0.5802	1.0453	1.0224
0.4045	7.3429	514	0.9838	0.6212	0.9838	0.9918
0.4045	7.3714	516	0.9746	0.5414	0.9746	0.9872
0.4045	7.4	518	1.0167	0.5778	1.0167	1.0083
0.4045	7.4286	520	1.0058	0.6029	1.0058	1.0029
0.4045	7.4571	522	0.9522	0.6029	0.9522	0.9758
0.4045	7.4857	524	0.9185	0.6232	0.9185	0.9584
0.4045	7.5143	526	0.9222	0.6519	0.9222	0.9603
0.4045	7.5429	528	0.9212	0.6418	0.9212	0.9598
0.4045	7.5714	530	0.9499	0.6519	0.9499	0.9746
0.4045	7.6	532	1.0153	0.6029	1.0153	1.0076
0.4045	7.6286	534	1.0805	0.5522	1.0805	1.0395
0.4045	7.6571	536	1.1283	0.5481	1.1283	1.0622
0.4045	7.6857	538	1.0898	0.5564	1.0898	1.0440
0.4045	7.7143	540	1.0270	0.5909	1.0270	1.0134
0.4045	7.7429	542	0.9784	0.6412	0.9784	0.9891
0.4045	7.7714	544	0.9559	0.6565	0.9559	0.9777
0.4045	7.8	546	0.9502	0.6202	0.9502	0.9748
0.4045	7.8286	548	0.9406	0.6515	0.9406	0.9698
0.4045	7.8571	550	0.9604	0.5938	0.9604	0.9800
0.4045	7.8857	552	0.9883	0.5938	0.9883	0.9942
0.4045	7.9143	554	0.9966	0.6107	0.9966	0.9983
0.4045	7.9429	556	1.0091	0.6232	1.0091	1.0046
0.4045	7.9714	558	1.0720	0.5612	1.0720	1.0354
0.4045	8.0	560	1.1863	0.5333	1.1863	1.0892
0.4045	8.0286	562	1.3359	0.4962	1.3359	1.1558
0.4045	8.0571	564	1.2776	0.4848	1.2776	1.1303
0.4045	8.0857	566	1.1340	0.5344	1.1340	1.0649
0.4045	8.1143	568	1.0617	0.5760	1.0617	1.0304
0.4045	8.1429	570	1.1023	0.4463	1.1023	1.0499
0.4045	8.1714	572	1.1245	0.4754	1.1245	1.0604
0.4045	8.2	574	1.1083	0.4628	1.1083	1.0527
0.4045	8.2286	576	1.0549	0.5760	1.0549	1.0271
0.4045	8.2571	578	1.0525	0.5827	1.0525	1.0259
0.4045	8.2857	580	1.0787	0.5303	1.0787	1.0386
0.4045	8.3143	582	1.1043	0.5263	1.1043	1.0509
0.4045	8.3429	584	1.0904	0.5263	1.0904	1.0442
0.4045	8.3714	586	1.0051	0.5481	1.0051	1.0025
0.4045	8.4	588	0.9527	0.5985	0.9527	0.9761
0.4045	8.4286	590	0.9378	0.6269	0.9378	0.9684
0.4045	8.4571	592	0.9347	0.6519	0.9347	0.9668
0.4045	8.4857	594	0.9478	0.6	0.9478	0.9735
0.4045	8.5143	596	0.9698	0.6	0.9698	0.9848
0.4045	8.5429	598	0.9714	0.6	0.9714	0.9856
0.4045	8.5714	600	0.9609	0.6	0.9609	0.9802
0.4045	8.6	602	0.9519	0.6015	0.9519	0.9756
0.4045	8.6286	604	0.9536	0.5909	0.9536	0.9765
0.4045	8.6571	606	0.9480	0.5909	0.9480	0.9737
0.4045	8.6857	608	0.9269	0.6015	0.9269	0.9628
0.4045	8.7143	610	0.9085	0.6119	0.9085	0.9532
0.4045	8.7429	612	0.8966	0.6119	0.8966	0.9469
0.4045	8.7714	614	0.8895	0.6165	0.8895	0.9431
0.4045	8.8	616	0.9171	0.5970	0.9171	0.9577
0.4045	8.8286	618	0.9896	0.5692	0.9896	0.9948
0.4045	8.8571	620	1.0112	0.5692	1.0112	1.0056
0.4045	8.8857	622	0.9931	0.5581	0.9931	0.9965
0.4045	8.9143	624	0.9830	0.5736	0.9830	0.9915
0.4045	8.9429	626	0.9906	0.5692	0.9906	0.9953
0.4045	8.9714	628	1.0160	0.5496	1.0160	1.0080
0.4045	9.0	630	1.0654	0.5414	1.0654	1.0322
0.4045	9.0286	632	1.0649	0.5481	1.0649	1.0319
0.4045	9.0571	634	1.0390	0.5373	1.0390	1.0193
0.4045	9.0857	636	0.9958	0.5735	0.9958	0.9979
0.4045	9.1143	638	0.9148	0.6618	0.9148	0.9564
0.4045	9.1429	640	0.8823	0.6917	0.8823	0.9393
0.4045	9.1714	642	0.8848	0.6917	0.8848	0.9406
0.4045	9.2	644	0.8906	0.6818	0.8906	0.9437
0.4045	9.2286	646	0.8959	0.6615	0.8959	0.9465
0.4045	9.2571	648	0.8776	0.6818	0.8776	0.9368
0.4045	9.2857	650	0.8939	0.6618	0.8939	0.9455
0.4045	9.3143	652	0.9409	0.6324	0.9409	0.9700
0.4045	9.3429	654	0.9602	0.6176	0.9602	0.9799
0.4045	9.3714	656	0.9518	0.5926	0.9518	0.9756
0.4045	9.4	658	0.9694	0.5909	0.9694	0.9846
0.4045	9.4286	660	0.9495	0.6119	0.9495	0.9744
0.4045	9.4571	662	0.9264	0.6418	0.9264	0.9625
0.4045	9.4857	664	0.9168	0.6418	0.9168	0.9575
0.4045	9.5143	666	0.9255	0.5926	0.9255	0.9620
0.4045	9.5429	668	0.9272	0.5942	0.9272	0.9629
0.4045	9.5714	670	0.8914	0.6187	0.8914	0.9442
0.4045	9.6	672	0.8459	0.6620	0.8459	0.9197
0.4045	9.6286	674	0.8023	0.6897	0.8023	0.8957
0.4045	9.6571	676	0.7879	0.6897	0.7879	0.8877
0.4045	9.6857	678	0.7682	0.7465	0.7682	0.8765
0.4045	9.7143	680	0.7508	0.7222	0.7508	0.8665
0.4045	9.7429	682	0.7510	0.7376	0.7510	0.8666
0.4045	9.7714	684	0.7585	0.7286	0.7585	0.8709
0.4045	9.8	686	0.7723	0.7153	0.7723	0.8788
0.4045	9.8286	688	0.8128	0.6912	0.8128	0.9016
0.4045	9.8571	690	0.8798	0.6667	0.8798	0.9380
0.4045	9.8857	692	0.8901	0.6667	0.8901	0.9435
0.4045	9.9143	694	0.8656	0.7153	0.8656	0.9304
0.4045	9.9429	696	0.8351	0.6912	0.8351	0.9138
0.4045	9.9714	698	0.8164	0.7286	0.8164	0.9036
0.4045	10.0	700	0.8126	0.7	0.8126	0.9015
0.4045	10.0286	702	0.8157	0.7042	0.8157	0.9031
0.4045	10.0571	704	0.8179	0.7042	0.8179	0.9044
0.4045	10.0857	706	0.8046	0.7042	0.8046	0.8970
0.4045	10.1143	708	0.7946	0.7273	0.7946	0.8914
0.4045	10.1429	710	0.7959	0.7034	0.7959	0.8921
0.4045	10.1714	712	0.8220	0.6806	0.8220	0.9067
0.4045	10.2	714	0.8596	0.7042	0.8596	0.9272
0.4045	10.2286	716	0.9157	0.6324	0.9157	0.9569
0.4045	10.2571	718	0.9549	0.6119	0.9549	0.9772
0.4045	10.2857	720	0.9293	0.6316	0.9293	0.9640
0.4045	10.3143	722	0.8977	0.7068	0.8977	0.9475
0.4045	10.3429	724	0.8911	0.6466	0.8911	0.9440
0.4045	10.3714	726	0.8981	0.6667	0.8981	0.9477
0.4045	10.4	728	0.8659	0.6761	0.8659	0.9305
0.4045	10.4286	730	0.8331	0.6571	0.8331	0.9128
0.4045	10.4571	732	0.8312	0.7015	0.8312	0.9117
0.4045	10.4857	734	0.8552	0.6861	0.8552	0.9247
0.4045	10.5143	736	0.8882	0.6324	0.8882	0.9424
0.4045	10.5429	738	0.8977	0.6324	0.8977	0.9475
0.4045	10.5714	740	0.8836	0.6667	0.8836	0.9400
0.4045	10.6	742	0.8721	0.6565	0.8721	0.9339
0.4045	10.6286	744	0.8666	0.6565	0.8666	0.9309
0.4045	10.6571	746	0.8835	0.6667	0.8835	0.9400
0.4045	10.6857	748	0.9380	0.6765	0.9380	0.9685
0.4045	10.7143	750	0.9648	0.6866	0.9648	0.9822
0.4045	10.7429	752	0.9477	0.6866	0.9477	0.9735
0.4045	10.7714	754	0.9169	0.7015	0.9169	0.9575
0.4045	10.8	756	0.8991	0.6818	0.8991	0.9482
0.4045	10.8286	758	0.8681	0.6718	0.8681	0.9317
0.4045	10.8571	760	0.8389	0.6515	0.8389	0.9159
0.4045	10.8857	762	0.8092	0.6866	0.8092	0.8996
0.4045	10.9143	764	0.7793	0.7206	0.7793	0.8828
0.4045	10.9429	766	0.7993	0.6667	0.7993	0.8940
0.4045	10.9714	768	0.8260	0.6667	0.8260	0.9088
0.4045	11.0	770	0.8192	0.6667	0.8192	0.9051
0.4045	11.0286	772	0.7902	0.6912	0.7902	0.8889
0.4045	11.0571	774	0.7601	0.7376	0.7601	0.8718
0.4045	11.0857	776	0.7633	0.7234	0.7633	0.8737
0.4045	11.1143	778	0.7825	0.6912	0.7825	0.8846
0.4045	11.1429	780	0.8298	0.6866	0.8298	0.9109
0.4045	11.1714	782	0.8931	0.6466	0.8931	0.9451
0.4045	11.2	784	0.8979	0.6466	0.8979	0.9476
0.4045	11.2286	786	0.8865	0.6917	0.8865	0.9415
0.4045	11.2571	788	0.8959	0.6866	0.8959	0.9465
0.4045	11.2857	790	0.9044	0.6565	0.9044	0.9510
0.4045	11.3143	792	0.8989	0.6565	0.8989	0.9481
0.4045	11.3429	794	0.8959	0.6565	0.8959	0.9465
0.4045	11.3714	796	0.8901	0.6615	0.8901	0.9435
0.4045	11.4	798	0.8869	0.6615	0.8869	0.9418
0.4045	11.4286	800	0.8829	0.6818	0.8829	0.9396
0.4045	11.4571	802	0.9052	0.6515	0.9052	0.9514
0.4045	11.4857	804	0.9791	0.6015	0.9791	0.9895
0.4045	11.5143	806	1.0406	0.5714	1.0406	1.0201
0.4045	11.5429	808	1.0457	0.5714	1.0457	1.0226
0.4045	11.5714	810	1.0007	0.5954	1.0007	1.0004
0.4045	11.6	812	0.9425	0.6015	0.9425	0.9708
0.4045	11.6286	814	0.8972	0.6818	0.8972	0.9472
0.4045	11.6571	816	0.8496	0.6866	0.8496	0.9218
0.4045	11.6857	818	0.8340	0.7007	0.8340	0.9132
0.4045	11.7143	820	0.8420	0.7133	0.8420	0.9176
0.4045	11.7429	822	0.8309	0.7	0.8309	0.9115
0.4045	11.7714	824	0.8266	0.7111	0.8266	0.9092
0.4045	11.8	826	0.8269	0.6963	0.8269	0.9093
0.4045	11.8286	828	0.8193	0.7338	0.8193	0.9052
0.4045	11.8571	830	0.8335	0.7338	0.8335	0.9129
0.4045	11.8857	832	0.8474	0.6466	0.8474	0.9206
0.4045	11.9143	834	0.8677	0.6466	0.8677	0.9315
0.4045	11.9429	836	0.8655	0.6515	0.8655	0.9303
0.4045	11.9714	838	0.8592	0.6818	0.8592	0.9269
0.4045	12.0	840	0.8815	0.6818	0.8815	0.9389
0.4045	12.0286	842	0.9415	0.5954	0.9415	0.9703
0.4045	12.0571	844	0.9765	0.5758	0.9765	0.9882
0.4045	12.0857	846	0.9494	0.5954	0.9494	0.9744
0.4045	12.1143	848	0.8876	0.6370	0.8876	0.9421
0.4045	12.1429	850	0.8822	0.6370	0.8822	0.9393
0.4045	12.1714	852	0.9226	0.6119	0.9226	0.9605
0.4045	12.2	854	0.9862	0.5185	0.9862	0.9931
0.4045	12.2286	856	1.0243	0.5185	1.0243	1.0121
0.4045	12.2571	858	1.0597	0.5185	1.0597	1.0294
0.4045	12.2857	860	1.0505	0.5294	1.0505	1.0250
0.4045	12.3143	862	1.0211	0.5865	1.0211	1.0105
0.4045	12.3429	864	1.0006	0.5846	1.0006	1.0003
0.4045	12.3714	866	0.9782	0.5891	0.9782	0.9890
0.4045	12.4	868	0.9943	0.5891	0.9943	0.9972
0.4045	12.4286	870	0.9975	0.5891	0.9975	0.9987
0.4045	12.4571	872	1.0178	0.5846	1.0178	1.0089
0.4045	12.4857	874	0.9885	0.6061	0.9885	0.9942
0.4045	12.5143	876	0.9840	0.5802	0.9840	0.9920
0.4045	12.5429	878	0.9456	0.5954	0.9456	0.9724
0.4045	12.5714	880	0.9449	0.5630	0.9449	0.9721
0.4045	12.6	882	0.9738	0.5606	0.9738	0.9868
0.4045	12.6286	884	0.9790	0.5714	0.9790	0.9894
0.4045	12.6571	886	0.9422	0.6165	0.9422	0.9707
0.4045	12.6857	888	0.8959	0.7015	0.8959	0.9465
0.4045	12.7143	890	0.8504	0.7259	0.8504	0.9221
0.4045	12.7429	892	0.8143	0.7338	0.8143	0.9024
0.4045	12.7714	894	0.8134	0.7338	0.8134	0.9019
0.4045	12.8	896	0.8067	0.6912	0.8067	0.8982
0.4045	12.8286	898	0.8101	0.6963	0.8101	0.9000
0.4045	12.8571	900	0.8209	0.7101	0.8209	0.9060
0.4045	12.8857	902	0.8529	0.6569	0.8529	0.9235
0.4045	12.9143	904	0.9200	0.5564	0.9200	0.9592
0.4045	12.9429	906	0.9927	0.5263	0.9927	0.9963
0.4045	12.9714	908	0.9891	0.5263	0.9891	0.9945
0.4045	13.0	910	0.9714	0.5954	0.9714	0.9856
0.4045	13.0286	912	0.9591	0.6142	0.9591	0.9794
0.4045	13.0571	914	0.9747	0.6032	0.9747	0.9872
0.4045	13.0857	916	0.9771	0.6032	0.9771	0.9885
0.4045	13.1143	918	1.0071	0.5581	1.0071	1.0035
0.4045	13.1429	920	1.0450	0.5344	1.0450	1.0222
0.4045	13.1714	922	1.0054	0.5496	1.0054	1.0027
0.4045	13.2	924	0.9414	0.6357	0.9414	0.9703
0.4045	13.2286	926	0.8893	0.7176	0.8893	0.9430
0.4045	13.2571	928	0.8492	0.7068	0.8492	0.9215
0.4045	13.2857	930	0.8442	0.6963	0.8442	0.9188
0.4045	13.3143	932	0.8483	0.7101	0.8483	0.9210
0.4045	13.3429	934	0.8772	0.7391	0.8772	0.9366
0.4045	13.3714	936	0.9240	0.6618	0.9240	0.9612
0.4045	13.4	938	0.9301	0.6466	0.9301	0.9644
0.4045	13.4286	940	0.9185	0.7068	0.9185	0.9584
0.4045	13.4571	942	0.8974	0.7068	0.8974	0.9473
0.4045	13.4857	944	0.8716	0.7068	0.8716	0.9336
0.4045	13.5143	946	0.8667	0.6818	0.8667	0.9309
0.4045	13.5429	948	0.8597	0.6917	0.8597	0.9272
0.4045	13.5714	950	0.8632	0.7121	0.8632	0.9291
0.4045	13.6	952	0.8985	0.6565	0.8985	0.9479
0.4045	13.6286	954	0.9276	0.6107	0.9276	0.9631
0.4045	13.6571	956	0.9758	0.6107	0.9758	0.9878
0.4045	13.6857	958	1.0104	0.6	1.0104	1.0052
0.4045	13.7143	960	1.0547	0.5802	1.0547	1.0270
0.4045	13.7429	962	1.0517	0.5758	1.0517	1.0255
0.4045	13.7714	964	1.0582	0.5758	1.0581	1.0287
0.4045	13.8	966	1.1016	0.5481	1.1016	1.0496
0.4045	13.8286	968	1.0891	0.5758	1.0891	1.0436
0.4045	13.8571	970	1.0465	0.5758	1.0465	1.0230
0.4045	13.8857	972	0.9675	0.6364	0.9675	0.9836
0.4045	13.9143	974	0.9121	0.6515	0.9121	0.9550
0.4045	13.9429	976	0.8825	0.6667	0.8825	0.9394
0.4045	13.9714	978	0.8283	0.7050	0.8283	0.9101
0.4045	14.0	980	0.7753	0.7234	0.7753	0.8805
0.4045	14.0286	982	0.7738	0.7246	0.7738	0.8796
0.4045	14.0571	984	0.7893	0.7092	0.7893	0.8884
0.4045	14.0857	986	0.7919	0.7246	0.7919	0.8899
0.4045	14.1143	988	0.7972	0.7338	0.7972	0.8928
0.4045	14.1429	990	0.8273	0.7007	0.8273	0.9096
0.4045	14.1714	992	0.9241	0.6277	0.9241	0.9613
0.4045	14.2	994	0.9955	0.6131	0.9955	0.9978
0.4045	14.2286	996	1.0094	0.5926	1.0094	1.0047
0.4045	14.2571	998	0.9648	0.6074	0.9648	0.9822
0.0749	14.2857	1000	0.9012	0.6567	0.9012	0.9493
0.0749	14.3143	1002	0.8576	0.6519	0.8576	0.9261
0.0749	14.3429	1004	0.8599	0.6519	0.8599	0.9273
0.0749	14.3714	1006	0.8906	0.6418	0.8906	0.9437
0.0749	14.4	1008	0.9537	0.6324	0.9537	0.9766
0.0749	14.4286	1010	0.9640	0.5606	0.9640	0.9818

Framework versions

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