ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task2_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: 0.9527
• Qwk: 0.5080
• Mse: 0.9527
• Rmse: 0.9760

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	0.05	2	4.6899	0.0010	4.6899	2.1656
No log	0.1	4	3.1218	-0.0314	3.1218	1.7669
No log	0.15	6	1.7114	0.0504	1.7114	1.3082
No log	0.2	8	1.3313	0.0723	1.3313	1.1538
No log	0.25	10	1.2326	0.0722	1.2326	1.1102
No log	0.3	12	1.2336	0.0948	1.2336	1.1107
No log	0.35	14	1.2814	0.0666	1.2814	1.1320
No log	0.4	16	1.3048	0.0796	1.3048	1.1423
No log	0.45	18	1.1807	0.2244	1.1807	1.0866
No log	0.5	20	1.2653	0.2927	1.2653	1.1248
No log	0.55	22	1.3141	0.1649	1.3141	1.1464
No log	0.6	24	1.2787	0.1767	1.2787	1.1308
No log	0.65	26	1.2291	0.1628	1.2291	1.1087
No log	0.7	28	1.1148	0.2835	1.1148	1.0558
No log	0.75	30	0.9567	0.4008	0.9567	0.9781
No log	0.8	32	1.0973	0.3056	1.0973	1.0475
No log	0.85	34	1.3140	0.1395	1.3140	1.1463
No log	0.9	36	1.2695	0.1655	1.2695	1.1267
No log	0.95	38	0.9983	0.4017	0.9983	0.9992
No log	1.0	40	0.9249	0.5357	0.9249	0.9617
No log	1.05	42	0.9161	0.4260	0.9161	0.9572
No log	1.1	44	0.8933	0.4036	0.8933	0.9452
No log	1.15	46	0.8915	0.3021	0.8915	0.9442
No log	1.2	48	0.9048	0.4016	0.9048	0.9512
No log	1.25	50	0.9402	0.4690	0.9402	0.9696
No log	1.3	52	0.9284	0.5268	0.9284	0.9635
No log	1.35	54	0.8487	0.5735	0.8487	0.9213
No log	1.4	56	0.8167	0.5797	0.8167	0.9037
No log	1.45	58	0.7885	0.5596	0.7885	0.8880
No log	1.5	60	0.7681	0.5411	0.7681	0.8764
No log	1.55	62	0.7583	0.5686	0.7583	0.8708
No log	1.6	64	0.7691	0.5660	0.7691	0.8770
No log	1.65	66	0.8064	0.5385	0.8064	0.8980
No log	1.7	68	0.8152	0.5186	0.8152	0.9029
No log	1.75	70	0.8279	0.5041	0.8279	0.9099
No log	1.8	72	0.8585	0.4590	0.8585	0.9266
No log	1.85	74	0.9350	0.4393	0.9350	0.9670
No log	1.9	76	1.0803	0.4921	1.0803	1.0394
No log	1.95	78	1.1449	0.4604	1.1449	1.0700
No log	2.0	80	1.0612	0.4583	1.0612	1.0302
No log	2.05	82	0.8988	0.5216	0.8988	0.9480
No log	2.1	84	0.8104	0.6032	0.8104	0.9002
No log	2.15	86	0.7894	0.5672	0.7894	0.8885
No log	2.2	88	0.8003	0.6073	0.8003	0.8946
No log	2.25	90	0.8882	0.5410	0.8882	0.9424
No log	2.3	92	0.9667	0.4931	0.9667	0.9832
No log	2.35	94	0.8727	0.5667	0.8727	0.9342
No log	2.4	96	0.8109	0.6252	0.8109	0.9005
No log	2.45	98	0.7880	0.6330	0.7880	0.8877
No log	2.5	100	0.7882	0.6679	0.7882	0.8878
No log	2.55	102	0.7401	0.6633	0.7401	0.8603
No log	2.6	104	0.7067	0.5741	0.7067	0.8407
No log	2.65	106	0.7079	0.6072	0.7079	0.8413
No log	2.7	108	0.7883	0.5365	0.7883	0.8879
No log	2.75	110	0.8946	0.6266	0.8946	0.9458
No log	2.8	112	1.0434	0.5851	1.0434	1.0215
No log	2.85	114	1.1350	0.4866	1.1350	1.0654
No log	2.9	116	1.3445	0.4602	1.3445	1.1595
No log	2.95	118	1.1838	0.4554	1.1838	1.0880
No log	3.0	120	0.9556	0.5688	0.9556	0.9776
No log	3.05	122	0.8474	0.5880	0.8474	0.9205
No log	3.1	124	0.8719	0.56	0.8719	0.9338
No log	3.15	126	1.0348	0.4482	1.0348	1.0173
No log	3.2	128	1.0711	0.4598	1.0711	1.0349
No log	3.25	130	0.9945	0.5798	0.9945	0.9972
No log	3.3	132	0.8865	0.5683	0.8865	0.9416
No log	3.35	134	0.8010	0.6175	0.8010	0.8950
No log	3.4	136	0.7574	0.6209	0.7574	0.8703
No log	3.45	138	0.7444	0.5991	0.7444	0.8628
No log	3.5	140	0.8099	0.5696	0.8099	0.8999
No log	3.55	142	0.9621	0.5627	0.9621	0.9809
No log	3.6	144	1.0065	0.5246	1.0065	1.0033
No log	3.65	146	0.9952	0.5425	0.9952	0.9976
No log	3.7	148	1.0173	0.5406	1.0173	1.0086
No log	3.75	150	1.1769	0.4544	1.1769	1.0848
No log	3.8	152	1.2058	0.4699	1.2058	1.0981
No log	3.85	154	1.0289	0.5366	1.0289	1.0143
No log	3.9	156	0.8045	0.56	0.8045	0.8969
No log	3.95	158	0.7243	0.6223	0.7243	0.8510
No log	4.0	160	0.7596	0.6091	0.7596	0.8715
No log	4.05	162	0.9584	0.5392	0.9584	0.9790
No log	4.1	164	1.2253	0.5241	1.2253	1.1069
No log	4.15	166	1.4312	0.4345	1.4312	1.1963
No log	4.2	168	1.5024	0.3358	1.5024	1.2257
No log	4.25	170	1.3011	0.4102	1.3011	1.1406
No log	4.3	172	1.1974	0.4433	1.1974	1.0942
No log	4.35	174	1.2156	0.4695	1.2156	1.1025
No log	4.4	176	1.3243	0.4395	1.3243	1.1508
No log	4.45	178	1.1589	0.5003	1.1589	1.0765
No log	4.5	180	0.9056	0.5827	0.9056	0.9516
No log	4.55	182	0.8753	0.5769	0.8753	0.9356
No log	4.6	184	0.9875	0.4803	0.9875	0.9937
No log	4.65	186	1.2426	0.4012	1.2426	1.1147
No log	4.7	188	1.3303	0.4116	1.3303	1.1534
No log	4.75	190	1.1523	0.4571	1.1522	1.0734
No log	4.8	192	0.9871	0.4463	0.9871	0.9935
No log	4.85	194	0.9558	0.5102	0.9558	0.9776
No log	4.9	196	0.9425	0.5878	0.9425	0.9708
No log	4.95	198	0.9417	0.5754	0.9417	0.9704
No log	5.0	200	0.8563	0.5614	0.8563	0.9254
No log	5.05	202	0.8121	0.5580	0.8121	0.9012
No log	5.1	204	0.8189	0.6526	0.8189	0.9049
No log	5.15	206	0.8874	0.5404	0.8874	0.9420
No log	5.2	208	0.9852	0.5122	0.9852	0.9926
No log	5.25	210	1.0824	0.4990	1.0824	1.0404
No log	5.3	212	1.0097	0.4476	1.0097	1.0048
No log	5.35	214	0.8619	0.5073	0.8619	0.9284
No log	5.4	216	0.7880	0.5155	0.7880	0.8877
No log	5.45	218	0.7883	0.5283	0.7883	0.8879
No log	5.5	220	0.8108	0.5676	0.8108	0.9004
No log	5.55	222	0.9178	0.4576	0.9178	0.9580
No log	5.6	224	1.1086	0.4710	1.1086	1.0529
No log	5.65	226	1.1488	0.4600	1.1488	1.0718
No log	5.7	228	0.9966	0.5414	0.9966	0.9983
No log	5.75	230	0.9751	0.5134	0.9751	0.9875
No log	5.8	232	1.0129	0.5050	1.0129	1.0065
No log	5.85	234	1.1081	0.4103	1.1081	1.0527
No log	5.9	236	1.0336	0.5308	1.0336	1.0167
No log	5.95	238	0.9293	0.5358	0.9293	0.9640
No log	6.0	240	0.9093	0.5878	0.9093	0.9536
No log	6.05	242	0.9790	0.5002	0.9790	0.9894
No log	6.1	244	1.0067	0.5672	1.0067	1.0033
No log	6.15	246	0.9382	0.5509	0.9382	0.9686
No log	6.2	248	0.8054	0.5905	0.8054	0.8974
No log	6.25	250	0.7334	0.5351	0.7334	0.8564
No log	6.3	252	0.7358	0.6203	0.7358	0.8578
No log	6.35	254	0.8261	0.6154	0.8261	0.9089
No log	6.4	256	0.9965	0.5237	0.9965	0.9983
No log	6.45	258	1.0189	0.5237	1.0189	1.0094
No log	6.5	260	0.9097	0.5297	0.9097	0.9538
No log	6.55	262	0.8128	0.5882	0.8128	0.9015
No log	6.6	264	0.7309	0.5345	0.7309	0.8549
No log	6.65	266	0.7146	0.5532	0.7146	0.8453
No log	6.7	268	0.7130	0.5532	0.7130	0.8444
No log	6.75	270	0.7297	0.5250	0.7297	0.8542
No log	6.8	272	0.8705	0.5384	0.8705	0.9330
No log	6.85	274	1.0810	0.5296	1.0810	1.0397
No log	6.9	276	1.1490	0.4919	1.1490	1.0719
No log	6.95	278	1.0843	0.4992	1.0843	1.0413
No log	7.0	280	0.9374	0.5342	0.9374	0.9682
No log	7.05	282	0.7950	0.5354	0.7950	0.8916
No log	7.1	284	0.7202	0.5270	0.7202	0.8487
No log	7.15	286	0.6944	0.5938	0.6944	0.8333
No log	7.2	288	0.7289	0.5636	0.7289	0.8537
No log	7.25	290	0.8041	0.5443	0.8041	0.8967
No log	7.3	292	0.8545	0.5183	0.8545	0.9244
No log	7.35	294	0.8509	0.5166	0.8509	0.9225
No log	7.4	296	0.7935	0.5663	0.7935	0.8908
No log	7.45	298	0.7946	0.5964	0.7946	0.8914
No log	7.5	300	0.8241	0.6068	0.8241	0.9078
No log	7.55	302	0.8457	0.6068	0.8457	0.9196
No log	7.6	304	0.8734	0.5847	0.8734	0.9345
No log	7.65	306	0.8298	0.5409	0.8298	0.9109
No log	7.7	308	0.8070	0.5517	0.8070	0.8983
No log	7.75	310	0.8218	0.5881	0.8218	0.9065
No log	7.8	312	0.8089	0.5346	0.8089	0.8994
No log	7.85	314	0.8449	0.5852	0.8449	0.9192
No log	7.9	316	0.9525	0.5528	0.9525	0.9760
No log	7.95	318	1.0945	0.4851	1.0945	1.0462
No log	8.0	320	1.0623	0.4861	1.0623	1.0307
No log	8.05	322	0.9383	0.4913	0.9383	0.9687
No log	8.1	324	0.8557	0.4886	0.8557	0.9250
No log	8.15	326	0.8753	0.4694	0.8753	0.9356
No log	8.2	328	0.9196	0.4886	0.9196	0.9590
No log	8.25	330	0.9068	0.4712	0.9068	0.9523
No log	8.3	332	0.8870	0.4507	0.8870	0.9418
No log	8.35	334	0.8756	0.4507	0.8756	0.9357
No log	8.4	336	0.8603	0.5182	0.8603	0.9275
No log	8.45	338	0.8844	0.5014	0.8844	0.9404
No log	8.5	340	0.8612	0.5714	0.8612	0.9280
No log	8.55	342	0.8237	0.5881	0.8237	0.9076
No log	8.6	344	0.7939	0.6028	0.7939	0.8910
No log	8.65	346	0.7898	0.5936	0.7898	0.8887
No log	8.7	348	0.8253	0.6166	0.8253	0.9085
No log	8.75	350	0.9029	0.5341	0.9029	0.9502
No log	8.8	352	0.8915	0.5511	0.8915	0.9442
No log	8.85	354	0.8295	0.5537	0.8295	0.9108
No log	8.9	356	0.7952	0.5636	0.7952	0.8917
No log	8.95	358	0.7794	0.5300	0.7794	0.8829
No log	9.0	360	0.7907	0.5968	0.7907	0.8892
No log	9.05	362	0.7997	0.5702	0.7997	0.8943
No log	9.1	364	0.8464	0.5827	0.8464	0.9200
No log	9.15	366	0.9225	0.5312	0.9225	0.9605
No log	9.2	368	0.9882	0.5134	0.9882	0.9941
No log	9.25	370	0.9861	0.5134	0.9861	0.9930
No log	9.3	372	0.8994	0.5094	0.8994	0.9483
No log	9.35	374	0.8496	0.5086	0.8496	0.9217
No log	9.4	376	0.8409	0.5135	0.8409	0.9170
No log	9.45	378	0.8772	0.5279	0.8772	0.9366
No log	9.5	380	1.0030	0.5053	1.0030	1.0015
No log	9.55	382	1.1276	0.4943	1.1276	1.0619
No log	9.6	384	1.1181	0.4943	1.1181	1.0574
No log	9.65	386	0.9900	0.5153	0.9900	0.9950
No log	9.7	388	0.8808	0.5560	0.8808	0.9385
No log	9.75	390	0.8358	0.5090	0.8358	0.9142
No log	9.8	392	0.8414	0.5675	0.8414	0.9173
No log	9.85	394	0.8740	0.5769	0.8740	0.9349
No log	9.9	396	0.8790	0.5769	0.8790	0.9376
No log	9.95	398	0.9481	0.5304	0.9481	0.9737
No log	10.0	400	0.9628	0.4913	0.9628	0.9812
No log	10.05	402	0.9339	0.5233	0.9339	0.9664
No log	10.1	404	0.8962	0.54	0.8962	0.9467
No log	10.15	406	0.9204	0.5297	0.9204	0.9594
No log	10.2	408	0.9852	0.5429	0.9852	0.9926
No log	10.25	410	1.0117	0.5429	1.0117	1.0058
No log	10.3	412	0.9297	0.5183	0.9297	0.9642
No log	10.35	414	0.8650	0.4754	0.8650	0.9301
No log	10.4	416	0.8733	0.5153	0.8733	0.9345
No log	10.45	418	0.9251	0.4972	0.9251	0.9618
No log	10.5	420	0.9804	0.5262	0.9804	0.9901
No log	10.55	422	0.9688	0.5280	0.9688	0.9843
No log	10.6	424	0.8988	0.4898	0.8988	0.9480
No log	10.65	426	0.8672	0.5677	0.8672	0.9312
No log	10.7	428	0.8643	0.5514	0.8643	0.9297
No log	10.75	430	0.8324	0.5540	0.8324	0.9124
No log	10.8	432	0.8650	0.5490	0.8650	0.9301
No log	10.85	434	0.9329	0.5638	0.9329	0.9659
No log	10.9	436	0.9487	0.5638	0.9487	0.9740
No log	10.95	438	0.9114	0.5287	0.9114	0.9547
No log	11.0	440	0.8575	0.5514	0.8575	0.9260
No log	11.05	442	0.8494	0.5339	0.8494	0.9217
No log	11.1	444	0.9106	0.4907	0.9106	0.9542
No log	11.15	446	0.9886	0.5224	0.9886	0.9943
No log	11.2	448	1.0237	0.5379	1.0237	1.0118
No log	11.25	450	0.9426	0.5224	0.9426	0.9709
No log	11.3	452	0.8439	0.4712	0.8439	0.9186
No log	11.35	454	0.7911	0.5124	0.7911	0.8894
No log	11.4	456	0.7674	0.5397	0.7674	0.8760
No log	11.45	458	0.8118	0.5283	0.8118	0.9010
No log	11.5	460	0.8630	0.4890	0.8630	0.9290
No log	11.55	462	0.8387	0.5058	0.8387	0.9158
No log	11.6	464	0.8037	0.5471	0.8037	0.8965
No log	11.65	466	0.8420	0.5264	0.8420	0.9176
No log	11.7	468	0.9287	0.5469	0.9287	0.9637
No log	11.75	470	1.0444	0.5190	1.0444	1.0219
No log	11.8	472	1.1005	0.4396	1.1005	1.0491
No log	11.85	474	1.1200	0.4216	1.1200	1.0583
No log	11.9	476	1.0795	0.3745	1.0795	1.0390
No log	11.95	478	0.9932	0.4295	0.9932	0.9966
No log	12.0	480	0.9635	0.5230	0.9635	0.9816
No log	12.05	482	0.9918	0.4490	0.9918	0.9959
No log	12.1	484	1.0714	0.3109	1.0714	1.0351
No log	12.15	486	1.1830	0.3701	1.1830	1.0876
No log	12.2	488	1.2202	0.3673	1.2202	1.1046
No log	12.25	490	1.1332	0.3937	1.1332	1.0645
No log	12.3	492	1.0142	0.5124	1.0142	1.0071
No log	12.35	494	0.9818	0.5403	0.9818	0.9908
No log	12.4	496	1.0128	0.5066	1.0128	1.0064
No log	12.45	498	1.1280	0.3873	1.1280	1.0621
0.3515	12.5	500	1.1937	0.3948	1.1937	1.0926
0.3515	12.55	502	1.1186	0.4007	1.1186	1.0577
0.3515	12.6	504	0.9596	0.5124	0.9596	0.9796
0.3515	12.65	506	0.8737	0.5594	0.8737	0.9347
0.3515	12.7	508	0.8332	0.5853	0.8332	0.9128
0.3515	12.75	510	0.8372	0.5694	0.8372	0.9150
0.3515	12.8	512	0.9055	0.5570	0.9055	0.9516
0.3515	12.85	514	0.9344	0.5347	0.9344	0.9667
0.3515	12.9	516	0.8911	0.5571	0.8911	0.9440
0.3515	12.95	518	0.8556	0.5614	0.8556	0.9250
0.3515	13.0	520	0.8868	0.5360	0.8868	0.9417
0.3515	13.05	522	0.9454	0.5015	0.9454	0.9723
0.3515	13.1	524	0.9518	0.4943	0.9518	0.9756
0.3515	13.15	526	0.8988	0.4894	0.8988	0.9481
0.3515	13.2	528	0.8431	0.5309	0.8431	0.9182
0.3515	13.25	530	0.8448	0.5438	0.8448	0.9191
0.3515	13.3	532	0.8978	0.5651	0.8978	0.9475
0.3515	13.35	534	1.0157	0.5030	1.0157	1.0078
0.3515	13.4	536	1.0957	0.4641	1.0957	1.0467
0.3515	13.45	538	1.0812	0.4787	1.0812	1.0398
0.3515	13.5	540	1.0067	0.4316	1.0067	1.0034
0.3515	13.55	542	0.9193	0.4126	0.9193	0.9588
0.3515	13.6	544	0.8677	0.4021	0.8677	0.9315
0.3515	13.65	546	0.8463	0.4686	0.8463	0.9199
0.3515	13.7	548	0.8580	0.4966	0.8580	0.9263
0.3515	13.75	550	0.8897	0.5180	0.8897	0.9433
0.3515	13.8	552	0.9177	0.5527	0.9177	0.9580
0.3515	13.85	554	0.9145	0.5286	0.9145	0.9563
0.3515	13.9	556	0.9334	0.5253	0.9334	0.9661
0.3515	13.95	558	0.9086	0.5276	0.9086	0.9532
0.3515	14.0	560	0.8722	0.6029	0.8722	0.9339
0.3515	14.05	562	0.8671	0.6029	0.8671	0.9312
0.3515	14.1	564	0.8541	0.5919	0.8541	0.9242
0.3515	14.15	566	0.9020	0.5996	0.9020	0.9497
0.3515	14.2	568	1.0020	0.5347	1.0020	1.0010
0.3515	14.25	570	1.0308	0.5255	1.0308	1.0153
0.3515	14.3	572	1.0037	0.5627	1.0037	1.0018
0.3515	14.35	574	0.9630	0.5614	0.9630	0.9813
0.3515	14.4	576	0.9382	0.4894	0.9382	0.9686
0.3515	14.45	578	0.9286	0.4700	0.9286	0.9636
0.3515	14.5	580	0.9412	0.4971	0.9412	0.9701
0.3515	14.55	582	0.9595	0.5002	0.9595	0.9796
0.3515	14.6	584	0.9463	0.5399	0.9463	0.9728
0.3515	14.65	586	0.8837	0.5462	0.8837	0.9401
0.3515	14.7	588	0.8583	0.4952	0.8583	0.9264
0.3515	14.75	590	0.8653	0.5077	0.8653	0.9302
0.3515	14.8	592	0.8392	0.5442	0.8392	0.9161
0.3515	14.85	594	0.8269	0.5339	0.8269	0.9094
0.3515	14.9	596	0.8342	0.5467	0.8342	0.9134
0.3515	14.95	598	0.8367	0.5094	0.8367	0.9147
0.3515	15.0	600	0.8400	0.5111	0.8400	0.9165
0.3515	15.05	602	0.8377	0.5111	0.8377	0.9152
0.3515	15.1	604	0.8411	0.4982	0.8411	0.9171
0.3515	15.15	606	0.8798	0.52	0.8798	0.9380
0.3515	15.2	608	0.8960	0.5883	0.8960	0.9466
0.3515	15.25	610	0.8647	0.5743	0.8647	0.9299
0.3515	15.3	612	0.8267	0.5624	0.8267	0.9092
0.3515	15.35	614	0.7806	0.5295	0.7806	0.8835
0.3515	15.4	616	0.7641	0.5315	0.7641	0.8741
0.3515	15.45	618	0.7501	0.5732	0.7501	0.8661
0.3515	15.5	620	0.7744	0.5574	0.7744	0.8800
0.3515	15.55	622	0.8474	0.5985	0.8474	0.9205
0.3515	15.6	624	0.9390	0.5745	0.9390	0.9690
0.3515	15.65	626	1.0383	0.5157	1.0383	1.0190
0.3515	15.7	628	1.0537	0.5312	1.0537	1.0265
0.3515	15.75	630	0.9785	0.5270	0.9785	0.9892
0.3515	15.8	632	0.8653	0.5515	0.8653	0.9302
0.3515	15.85	634	0.7935	0.5622	0.7935	0.8908
0.3515	15.9	636	0.7741	0.5622	0.7741	0.8798
0.3515	15.95	638	0.7825	0.5722	0.7825	0.8846
0.3515	16.0	640	0.8312	0.6091	0.8312	0.9117
0.3515	16.05	642	0.8553	0.6237	0.8553	0.9248
0.3515	16.1	644	0.9391	0.6195	0.9391	0.9691
0.3515	16.15	646	0.9287	0.5832	0.9287	0.9637
0.3515	16.2	648	0.8623	0.5977	0.8623	0.9286
0.3515	16.25	650	0.8376	0.5830	0.8376	0.9152
0.3515	16.3	652	0.7754	0.5798	0.7754	0.8805
0.3515	16.35	654	0.7589	0.5709	0.7589	0.8711
0.3515	16.4	656	0.7549	0.5851	0.7549	0.8688
0.3515	16.45	658	0.7766	0.5798	0.7766	0.8813
0.3515	16.5	660	0.8267	0.6196	0.8267	0.9092
0.3515	16.55	662	0.8412	0.6276	0.8412	0.9172
0.3515	16.6	664	0.8681	0.5803	0.8681	0.9317
0.3515	16.65	666	0.8280	0.6045	0.8280	0.9100
0.3515	16.7	668	0.8422	0.6012	0.8422	0.9177
0.3515	16.75	670	0.8573	0.5784	0.8573	0.9259
0.3515	16.8	672	0.8629	0.6013	0.8629	0.9289
0.3515	16.85	674	0.8583	0.5936	0.8583	0.9265
0.3515	16.9	676	0.8665	0.5063	0.8665	0.9309
0.3515	16.95	678	0.8602	0.5295	0.8602	0.9275
0.3515	17.0	680	0.8740	0.5347	0.8740	0.9349
0.3515	17.05	682	0.9145	0.5156	0.9145	0.9563
0.3515	17.1	684	0.9248	0.5156	0.9248	0.9617
0.3515	17.15	686	0.9408	0.5014	0.9408	0.9699
0.3515	17.2	688	0.9355	0.5029	0.9355	0.9672
0.3515	17.25	690	0.8972	0.4954	0.8972	0.9472
0.3515	17.3	692	0.9101	0.4954	0.9101	0.9540
0.3515	17.35	694	0.9928	0.4851	0.9928	0.9964
0.3515	17.4	696	1.0934	0.4186	1.0934	1.0456
0.3515	17.45	698	1.1392	0.3970	1.1392	1.0673
0.3515	17.5	700	1.0935	0.4043	1.0935	1.0457
0.3515	17.55	702	1.0023	0.4304	1.0023	1.0012
0.3515	17.6	704	0.9807	0.4304	0.9807	0.9903
0.3515	17.65	706	0.9635	0.4304	0.9635	0.9816
0.3515	17.7	708	0.9212	0.4924	0.9212	0.9598
0.3515	17.75	710	0.8727	0.4983	0.8727	0.9342
0.3515	17.8	712	0.8444	0.5789	0.8444	0.9189
0.3515	17.85	714	0.8698	0.5674	0.8698	0.9326
0.3515	17.9	716	0.9210	0.5352	0.9210	0.9597
0.3515	17.95	718	0.9025	0.5716	0.9025	0.9500
0.3515	18.0	720	0.8348	0.6066	0.8348	0.9137
0.3515	18.05	722	0.7895	0.5898	0.7895	0.8885
0.3515	18.1	724	0.7929	0.5898	0.7929	0.8905
0.3515	18.15	726	0.8092	0.5905	0.8092	0.8996
0.3515	18.2	728	0.8459	0.5857	0.8459	0.9197
0.3515	18.25	730	0.8585	0.5421	0.8585	0.9265
0.3515	18.3	732	0.8902	0.5086	0.8902	0.9435
0.3515	18.35	734	0.9126	0.4857	0.9126	0.9553
0.3515	18.4	736	0.8874	0.4672	0.8874	0.9420
0.3515	18.45	738	0.8967	0.4761	0.8967	0.9469
0.3515	18.5	740	0.9768	0.4828	0.9768	0.9883
0.3515	18.55	742	1.0992	0.4549	1.0992	1.0484
0.3515	18.6	744	1.1077	0.4464	1.1077	1.0525
0.3515	18.65	746	1.0014	0.4950	1.0014	1.0007
0.3515	18.7	748	0.8968	0.5058	0.8968	0.9470
0.3515	18.75	750	0.8461	0.5391	0.8461	0.9198
0.3515	18.8	752	0.8150	0.4676	0.8150	0.9028
0.3515	18.85	754	0.8190	0.5295	0.8190	0.9050
0.3515	18.9	756	0.8599	0.5625	0.8599	0.9273
0.3515	18.95	758	0.9000	0.5044	0.9000	0.9487
0.3515	19.0	760	0.8999	0.5224	0.8999	0.9486
0.3515	19.05	762	0.8918	0.5462	0.8918	0.9443
0.3515	19.1	764	0.8939	0.5638	0.8939	0.9455
0.3515	19.15	766	0.9005	0.5638	0.9005	0.9489
0.3515	19.2	768	0.8866	0.5638	0.8866	0.9416
0.3515	19.25	770	0.8604	0.5484	0.8604	0.9276
0.3515	19.3	772	0.8716	0.5662	0.8716	0.9336
0.3515	19.35	774	0.8731	0.5662	0.8731	0.9344
0.3515	19.4	776	0.8326	0.5911	0.8326	0.9125
0.3515	19.45	778	0.7939	0.5766	0.7939	0.8910
0.3515	19.5	780	0.7759	0.5759	0.7759	0.8808
0.3515	19.55	782	0.7719	0.5692	0.7719	0.8786
0.3515	19.6	784	0.7814	0.5637	0.7814	0.8840
0.3515	19.65	786	0.8101	0.5610	0.8101	0.9001
0.3515	19.7	788	0.8525	0.5601	0.8525	0.9233
0.3515	19.75	790	0.9055	0.5980	0.9055	0.9516
0.3515	19.8	792	0.9132	0.5987	0.9132	0.9556
0.3515	19.85	794	0.8501	0.5576	0.8501	0.9220
0.3515	19.9	796	0.7739	0.5637	0.7739	0.8797
0.3515	19.95	798	0.7404	0.5905	0.7404	0.8605
0.3515	20.0	800	0.7421	0.5476	0.7421	0.8614
0.3515	20.05	802	0.7450	0.5778	0.7450	0.8631
0.3515	20.1	804	0.7544	0.5548	0.7544	0.8685
0.3515	20.15	806	0.7830	0.5665	0.7830	0.8848
0.3515	20.2	808	0.8185	0.5514	0.8185	0.9047
0.3515	20.25	810	0.8834	0.5534	0.8834	0.9399
0.3515	20.3	812	0.9558	0.5568	0.9558	0.9776
0.3515	20.35	814	0.9602	0.5124	0.9602	0.9799
0.3515	20.4	816	0.8933	0.5287	0.8933	0.9452
0.3515	20.45	818	0.8328	0.5362	0.8328	0.9126
0.3515	20.5	820	0.8348	0.4912	0.8348	0.9137
0.3515	20.55	822	0.8778	0.4938	0.8778	0.9369
0.3515	20.6	824	0.9839	0.4943	0.9839	0.9919
0.3515	20.65	826	1.0848	0.4457	1.0848	1.0415
0.3515	20.7	828	1.1021	0.4457	1.1021	1.0498
0.3515	20.75	830	1.0430	0.4617	1.0430	1.0213
0.3515	20.8	832	0.9717	0.4828	0.9717	0.9857
0.3515	20.85	834	0.8845	0.5173	0.8845	0.9405
0.3515	20.9	836	0.8436	0.4986	0.8436	0.9185
0.3515	20.95	838	0.8352	0.4986	0.8352	0.9139
0.3515	21.0	840	0.8698	0.5173	0.8698	0.9327
0.3515	21.05	842	0.9367	0.5129	0.9367	0.9678
0.3515	21.1	844	0.9448	0.4817	0.9448	0.9720
0.3515	21.15	846	0.8980	0.4972	0.8980	0.9476
0.3515	21.2	848	0.8783	0.5395	0.8783	0.9372
0.3515	21.25	850	0.8477	0.5347	0.8477	0.9207
0.3515	21.3	852	0.8589	0.5227	0.8589	0.9268
0.3515	21.35	854	0.9163	0.5484	0.9163	0.9572
0.3515	21.4	856	0.9438	0.4625	0.9438	0.9715
0.3515	21.45	858	0.9561	0.4625	0.9561	0.9778
0.3515	21.5	860	0.9384	0.4943	0.9384	0.9687
0.3515	21.55	862	0.9504	0.4943	0.9504	0.9749
0.3515	21.6	864	0.9527	0.4943	0.9527	0.9761
0.3515	21.65	866	1.0060	0.4418	1.0060	1.0030
0.3515	21.7	868	1.0463	0.4497	1.0463	1.0229
0.3515	21.75	870	1.0605	0.4106	1.0605	1.0298
0.3515	21.8	872	1.0268	0.4617	1.0268	1.0133
0.3515	21.85	874	0.9652	0.4558	0.9652	0.9825
0.3515	21.9	876	0.9056	0.3926	0.9056	0.9516
0.3515	21.95	878	0.8729	0.4065	0.8729	0.9343
0.3515	22.0	880	0.8734	0.4065	0.8734	0.9345
0.3515	22.05	882	0.9037	0.4354	0.9037	0.9506
0.3515	22.1	884	0.9716	0.4508	0.9716	0.9857
0.3515	22.15	886	1.0319	0.4502	1.0319	1.0158
0.3515	22.2	888	1.0172	0.4502	1.0172	1.0086
0.3515	22.25	890	0.9545	0.4943	0.9545	0.9770
0.3515	22.3	892	0.8924	0.4881	0.8924	0.9446
0.3515	22.35	894	0.8221	0.5094	0.8221	0.9067
0.3515	22.4	896	0.7921	0.5680	0.7921	0.8900
0.3515	22.45	898	0.7879	0.5783	0.7879	0.8876
0.3515	22.5	900	0.8003	0.5346	0.8003	0.8946
0.3515	22.55	902	0.8388	0.4792	0.8388	0.9159
0.3515	22.6	904	0.8728	0.5086	0.8728	0.9342
0.3515	22.65	906	0.8593	0.5510	0.8593	0.9270
0.3515	22.7	908	0.8198	0.5153	0.8198	0.9054
0.3515	22.75	910	0.7918	0.5295	0.7918	0.8898
0.3515	22.8	912	0.7995	0.5094	0.7995	0.8941
0.3515	22.85	914	0.8198	0.5171	0.8198	0.9054
0.3515	22.9	916	0.8650	0.5271	0.8650	0.9301
0.3515	22.95	918	0.8729	0.5458	0.8729	0.9343
0.3515	23.0	920	0.8508	0.5690	0.8508	0.9224
0.3515	23.05	922	0.8246	0.5776	0.8246	0.9081
0.3515	23.1	924	0.8412	0.5776	0.8412	0.9171
0.3515	23.15	926	0.8904	0.5129	0.8904	0.9436
0.3515	23.2	928	0.9045	0.5224	0.9045	0.9510
0.3515	23.25	930	0.8880	0.5224	0.8880	0.9423
0.3515	23.3	932	0.8803	0.5224	0.8803	0.9382
0.3515	23.35	934	0.8763	0.5242	0.8763	0.9361
0.3515	23.4	936	0.8777	0.5058	0.8777	0.9368
0.3515	23.45	938	0.8688	0.4972	0.8688	0.9321
0.3515	23.5	940	0.8363	0.5030	0.8363	0.9145
0.3515	23.55	942	0.8171	0.5275	0.8171	0.9040
0.3515	23.6	944	0.8050	0.5171	0.8050	0.8972
0.3515	23.65	946	0.7993	0.5171	0.7993	0.8940
0.3515	23.7	948	0.8329	0.5625	0.8329	0.9126
0.3515	23.75	950	0.8433	0.5625	0.8433	0.9183
0.3515	23.8	952	0.8670	0.5086	0.8670	0.9311
0.3515	23.85	954	0.9048	0.5086	0.9048	0.9512
0.3515	23.9	956	0.9129	0.5086	0.9129	0.9555
0.3515	23.95	958	0.9114	0.5086	0.9114	0.9547
0.3515	24.0	960	0.8933	0.4898	0.8933	0.9451
0.3515	24.05	962	0.8816	0.4672	0.8816	0.9389
0.3515	24.1	964	0.8553	0.5227	0.8553	0.9248
0.3515	24.15	966	0.8579	0.4703	0.8579	0.9262
0.3515	24.2	968	0.8530	0.4898	0.8530	0.9236
0.3515	24.25	970	0.8404	0.5086	0.8404	0.9167
0.3515	24.3	972	0.8743	0.5086	0.8743	0.9351
0.3515	24.35	974	0.8950	0.5360	0.8950	0.9460
0.3515	24.4	976	0.9179	0.5403	0.9179	0.9581
0.3515	24.45	978	0.9090	0.5071	0.9090	0.9534
0.3515	24.5	980	0.8976	0.5086	0.8976	0.9474
0.3515	24.55	982	0.9036	0.4771	0.9036	0.9506
0.3515	24.6	984	0.8963	0.5000	0.8963	0.9467
0.3515	24.65	986	0.9122	0.4463	0.9122	0.9551
0.3515	24.7	988	0.9469	0.4539	0.9469	0.9731
0.3515	24.75	990	0.9807	0.4539	0.9807	0.9903
0.3515	24.8	992	0.9691	0.4539	0.9691	0.9844
0.3515	24.85	994	0.9448	0.4655	0.9448	0.9720
0.3515	24.9	996	0.8997	0.4458	0.8997	0.9485
0.3515	24.95	998	0.8525	0.5218	0.8525	0.9233
0.0662	25.0	1000	0.8317	0.5218	0.8317	0.9120
0.0662	25.05	1002	0.8394	0.5333	0.8394	0.9162
0.0662	25.1	1004	0.8869	0.5531	0.8869	0.9417
0.0662	25.15	1006	0.9568	0.5365	0.9568	0.9782
0.0662	25.2	1008	0.9459	0.5365	0.9459	0.9726
0.0662	25.25	1010	0.9051	0.5365	0.9051	0.9514
0.0662	25.3	1012	0.8879	0.5488	0.8879	0.9423
0.0662	25.35	1014	0.8758	0.5531	0.8758	0.9359
0.0662	25.4	1016	0.8482	0.56	0.8482	0.9210
0.0662	25.45	1018	0.8174	0.5625	0.8174	0.9041
0.0662	25.5	1020	0.8058	0.5675	0.8058	0.8977
0.0662	25.55	1022	0.8440	0.5466	0.8440	0.9187
0.0662	25.6	1024	0.8540	0.5466	0.8540	0.9241
0.0662	25.65	1026	0.8495	0.5490	0.8495	0.9217
0.0662	25.7	1028	0.8642	0.5443	0.8642	0.9296
0.0662	25.75	1030	0.8923	0.5487	0.8923	0.9446
0.0662	25.8	1032	0.8595	0.5326	0.8595	0.9271
0.0662	25.85	1034	0.8415	0.5490	0.8415	0.9173
0.0662	25.9	1036	0.8357	0.5490	0.8357	0.9141
0.0662	25.95	1038	0.8653	0.5326	0.8653	0.9302
0.0662	26.0	1040	0.9043	0.5173	0.9043	0.9510
0.0662	26.05	1042	0.9006	0.5173	0.9006	0.9490
0.0662	26.1	1044	0.8553	0.5326	0.8553	0.9248
0.0662	26.15	1046	0.8372	0.5704	0.8372	0.9150
0.0662	26.2	1048	0.8283	0.5824	0.8283	0.9101
0.0662	26.25	1050	0.8328	0.5704	0.8328	0.9126
0.0662	26.3	1052	0.8587	0.5190	0.8587	0.9266
0.0662	26.35	1054	0.9233	0.5190	0.9233	0.9609
0.0662	26.4	1056	0.9895	0.5080	0.9895	0.9948
0.0662	26.45	1058	1.0042	0.5080	1.0042	1.0021
0.0662	26.5	1060	0.9527	0.5080	0.9527	0.9760

Framework versions

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