ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_task5_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: 0.7978
• Qwk: 0.5543
• Mse: 0.7978
• Rmse: 0.8932

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	0.0222	2	4.0611	0.0124	4.0611	2.0152
No log	0.0444	4	2.2325	0.0715	2.2325	1.4942
No log	0.0667	6	1.9066	0.0429	1.9066	1.3808
No log	0.0889	8	1.2541	0.0201	1.2541	1.1199
No log	0.1111	10	1.0268	0.2991	1.0268	1.0133
No log	0.1333	12	1.0728	0.2239	1.0728	1.0357
No log	0.1556	14	1.0846	0.1837	1.0846	1.0415
No log	0.1778	16	1.0639	0.1989	1.0639	1.0315
No log	0.2	18	1.0584	0.2192	1.0584	1.0288
No log	0.2222	20	1.0202	0.2764	1.0202	1.0101
No log	0.2444	22	1.3109	0.1709	1.3109	1.1449
No log	0.2667	24	1.2443	0.2905	1.2443	1.1155
No log	0.2889	26	0.8656	0.3604	0.8656	0.9304
No log	0.3111	28	0.8501	0.3243	0.8501	0.9220
No log	0.3333	30	1.2612	0.0045	1.2612	1.1230
No log	0.3556	32	1.8752	-0.2343	1.8752	1.3694
No log	0.3778	34	1.3905	-0.1129	1.3905	1.1792
No log	0.4	36	0.9276	0.3562	0.9276	0.9631
No log	0.4222	38	0.9117	0.3625	0.9117	0.9548
No log	0.4444	40	0.9058	0.3435	0.9058	0.9518
No log	0.4667	42	0.9611	0.2416	0.9611	0.9804
No log	0.4889	44	1.0018	0.2229	1.0018	1.0009
No log	0.5111	46	1.0368	0.2608	1.0368	1.0182
No log	0.5333	48	0.9405	0.3796	0.9405	0.9698
No log	0.5556	50	0.8548	0.4066	0.8548	0.9246
No log	0.5778	52	0.8226	0.4089	0.8226	0.9070
No log	0.6	54	0.9461	0.4402	0.9461	0.9727
No log	0.6222	56	1.4225	0.3069	1.4225	1.1927
No log	0.6444	58	1.4389	0.3180	1.4389	1.1996
No log	0.6667	60	1.0872	0.4548	1.0872	1.0427
No log	0.6889	62	0.8086	0.5569	0.8086	0.8992
No log	0.7111	64	0.9698	0.5551	0.9698	0.9848
No log	0.7333	66	1.1672	0.4072	1.1672	1.0804
No log	0.7556	68	0.9963	0.4681	0.9963	0.9982
No log	0.7778	70	0.7839	0.4313	0.7839	0.8854
No log	0.8	72	0.8208	0.4953	0.8208	0.9060
No log	0.8222	74	0.7943	0.4807	0.7943	0.8912
No log	0.8444	76	0.8146	0.4514	0.8146	0.9026
No log	0.8667	78	1.0923	0.4073	1.0923	1.0451
No log	0.8889	80	1.1495	0.3920	1.1495	1.0721
No log	0.9111	82	0.9984	0.4064	0.9984	0.9992
No log	0.9333	84	0.8405	0.5084	0.8405	0.9168
No log	0.9556	86	0.8007	0.5002	0.8007	0.8948
No log	0.9778	88	0.7929	0.5234	0.7929	0.8904
No log	1.0	90	0.7761	0.5002	0.7761	0.8810
No log	1.0222	92	0.7774	0.5234	0.7774	0.8817
No log	1.0444	94	0.8172	0.4988	0.8172	0.9040
No log	1.0667	96	0.9005	0.4144	0.9005	0.9489
No log	1.0889	98	0.8656	0.4335	0.8656	0.9304
No log	1.1111	100	0.8138	0.4960	0.8138	0.9021
No log	1.1333	102	0.7956	0.4981	0.7956	0.8920
No log	1.1556	104	0.8098	0.4822	0.8098	0.8999
No log	1.1778	106	0.8969	0.4879	0.8969	0.9470
No log	1.2	108	0.8299	0.5316	0.8299	0.9110
No log	1.2222	110	0.8379	0.5103	0.8379	0.9154
No log	1.2444	112	0.9129	0.4349	0.9129	0.9554
No log	1.2667	114	0.8506	0.4209	0.8506	0.9223
No log	1.2889	116	0.8258	0.4409	0.8258	0.9087
No log	1.3111	118	0.9517	0.4299	0.9517	0.9756
No log	1.3333	120	0.9352	0.4769	0.9352	0.9670
No log	1.3556	122	0.8537	0.4975	0.8537	0.9240
No log	1.3778	124	0.8102	0.5168	0.8102	0.9001
No log	1.4	126	0.8109	0.5168	0.8109	0.9005
No log	1.4222	128	0.8606	0.3634	0.8606	0.9277
No log	1.4444	130	1.0076	0.3243	1.0076	1.0038
No log	1.4667	132	1.0523	0.3761	1.0523	1.0258
No log	1.4889	134	0.9882	0.3210	0.9882	0.9941
No log	1.5111	136	0.9076	0.3840	0.9076	0.9527
No log	1.5333	138	0.9010	0.3702	0.9010	0.9492
No log	1.5556	140	0.9576	0.3042	0.9576	0.9786
No log	1.5778	142	0.9538	0.3243	0.9538	0.9766
No log	1.6	144	0.9030	0.4224	0.9030	0.9502
No log	1.6222	146	0.8249	0.3860	0.8249	0.9082
No log	1.6444	148	0.7972	0.5542	0.7972	0.8929
No log	1.6667	150	0.9457	0.4181	0.9457	0.9725
No log	1.6889	152	0.9275	0.4639	0.9275	0.9631
No log	1.7111	154	0.8636	0.5112	0.8636	0.9293
No log	1.7333	156	0.7803	0.4237	0.7803	0.8833
No log	1.7556	158	0.7792	0.3943	0.7792	0.8827
No log	1.7778	160	0.8001	0.4110	0.8001	0.8945
No log	1.8	162	0.8635	0.4755	0.8635	0.9292
No log	1.8222	164	1.0135	0.4265	1.0135	1.0067
No log	1.8444	166	1.0015	0.4831	1.0015	1.0007
No log	1.8667	168	0.8284	0.4975	0.8284	0.9101
No log	1.8889	170	0.7758	0.4792	0.7758	0.8808
No log	1.9111	172	0.8119	0.4697	0.8119	0.9010
No log	1.9333	174	0.8572	0.4809	0.8572	0.9258
No log	1.9556	176	0.8373	0.4809	0.8373	0.9151
No log	1.9778	178	0.7586	0.4645	0.7586	0.8710
No log	2.0	180	0.7508	0.4676	0.7508	0.8665
No log	2.0222	182	0.7730	0.5450	0.7730	0.8792
No log	2.0444	184	0.7288	0.5160	0.7288	0.8537
No log	2.0667	186	0.7313	0.4898	0.7313	0.8552
No log	2.0889	188	0.7302	0.4903	0.7302	0.8545
No log	2.1111	190	0.7231	0.5032	0.7231	0.8504
No log	2.1333	192	0.7229	0.5647	0.7229	0.8503
No log	2.1556	194	0.7310	0.5638	0.7310	0.8550
No log	2.1778	196	0.7283	0.5412	0.7283	0.8534
No log	2.2	198	0.7235	0.4813	0.7235	0.8506
No log	2.2222	200	0.7320	0.4813	0.7320	0.8556
No log	2.2444	202	0.7760	0.4257	0.7760	0.8809
No log	2.2667	204	0.8044	0.4334	0.8044	0.8969
No log	2.2889	206	0.7314	0.4153	0.7314	0.8552
No log	2.3111	208	0.7372	0.4845	0.7372	0.8586
No log	2.3333	210	0.8259	0.5155	0.8259	0.9088
No log	2.3556	212	0.8100	0.5269	0.8100	0.9000
No log	2.3778	214	0.7027	0.5212	0.7027	0.8383
No log	2.4	216	0.7218	0.4879	0.7218	0.8496
No log	2.4222	218	0.8098	0.4695	0.8098	0.8999
No log	2.4444	220	0.8431	0.5020	0.8431	0.9182
No log	2.4667	222	0.7765	0.4710	0.7765	0.8812
No log	2.4889	224	0.7143	0.5614	0.7143	0.8451
No log	2.5111	226	0.7399	0.5446	0.7399	0.8602
No log	2.5333	228	0.7421	0.5446	0.7421	0.8614
No log	2.5556	230	0.7206	0.5149	0.7206	0.8489
No log	2.5778	232	0.7166	0.4746	0.7166	0.8465
No log	2.6	234	0.7062	0.4995	0.7062	0.8403
No log	2.6222	236	0.6695	0.5590	0.6695	0.8183
No log	2.6444	238	0.6631	0.5841	0.6631	0.8143
No log	2.6667	240	0.6536	0.5841	0.6536	0.8085
No log	2.6889	242	0.6418	0.6124	0.6418	0.8011
No log	2.7111	244	0.6549	0.5610	0.6549	0.8093
No log	2.7333	246	0.6717	0.5759	0.6717	0.8196
No log	2.7556	248	0.7938	0.4841	0.7938	0.8909
No log	2.7778	250	0.8307	0.4854	0.8307	0.9114
No log	2.8	252	0.7650	0.5248	0.7650	0.8746
No log	2.8222	254	0.6658	0.5518	0.6658	0.8160
No log	2.8444	256	0.6415	0.6144	0.6415	0.8010
No log	2.8667	258	0.6437	0.5785	0.6437	0.8023
No log	2.8889	260	0.6436	0.6067	0.6436	0.8022
No log	2.9111	262	0.7205	0.5245	0.7205	0.8488
No log	2.9333	264	0.7762	0.5246	0.7762	0.8810
No log	2.9556	266	0.6862	0.5982	0.6862	0.8283
No log	2.9778	268	0.6544	0.6087	0.6544	0.8090
No log	3.0	270	0.6778	0.5274	0.6778	0.8233
No log	3.0222	272	0.6936	0.4778	0.6936	0.8328
No log	3.0444	274	0.6995	0.4105	0.6995	0.8364
No log	3.0667	276	0.7020	0.4537	0.7020	0.8378
No log	3.0889	278	0.6953	0.4537	0.6953	0.8338
No log	3.1111	280	0.6869	0.4944	0.6869	0.8288
No log	3.1333	282	0.6692	0.5529	0.6692	0.8181
No log	3.1556	284	0.6683	0.5631	0.6683	0.8175
No log	3.1778	286	0.6648	0.6057	0.6648	0.8153
No log	3.2	288	0.6658	0.5949	0.6658	0.8160
No log	3.2222	290	0.6784	0.5837	0.6784	0.8237
No log	3.2444	292	0.6839	0.5334	0.6839	0.8270
No log	3.2667	294	0.6666	0.5833	0.6666	0.8165
No log	3.2889	296	0.6629	0.5833	0.6629	0.8142
No log	3.3111	298	0.6655	0.5847	0.6655	0.8158
No log	3.3333	300	0.6689	0.5847	0.6689	0.8178
No log	3.3556	302	0.6954	0.5342	0.6954	0.8339
No log	3.3778	304	0.7852	0.4794	0.7852	0.8861
No log	3.4	306	0.7561	0.4467	0.7561	0.8695
No log	3.4222	308	0.6930	0.4675	0.6930	0.8325
No log	3.4444	310	0.6787	0.5302	0.6787	0.8238
No log	3.4667	312	0.6808	0.4675	0.6808	0.8251
No log	3.4889	314	0.7030	0.4675	0.7030	0.8385
No log	3.5111	316	0.7496	0.4888	0.7496	0.8658
No log	3.5333	318	0.7619	0.4898	0.7619	0.8729
No log	3.5556	320	0.6886	0.4754	0.6886	0.8298
No log	3.5778	322	0.6492	0.5548	0.6492	0.8057
No log	3.6	324	0.6391	0.5797	0.6391	0.7994
No log	3.6222	326	0.6848	0.5319	0.6848	0.8275
No log	3.6444	328	0.6979	0.5450	0.6979	0.8354
No log	3.6667	330	0.6808	0.4847	0.6808	0.8251
No log	3.6889	332	0.6757	0.4373	0.6757	0.8220
No log	3.7111	334	0.6606	0.4914	0.6606	0.8128
No log	3.7333	336	0.6433	0.5647	0.6434	0.8021
No log	3.7556	338	0.6402	0.6716	0.6402	0.8001
No log	3.7778	340	0.6317	0.6830	0.6317	0.7948
No log	3.8	342	0.6229	0.6400	0.6229	0.7892
No log	3.8222	344	0.6798	0.5084	0.6798	0.8245
No log	3.8444	346	0.7297	0.4812	0.7297	0.8542
No log	3.8667	348	0.7145	0.4576	0.7145	0.8453
No log	3.8889	350	0.6723	0.5391	0.6723	0.8199
No log	3.9111	352	0.6539	0.4554	0.6539	0.8086
No log	3.9333	354	0.6453	0.4794	0.6453	0.8033
No log	3.9556	356	0.6587	0.5138	0.6587	0.8116
No log	3.9778	358	0.6879	0.5463	0.6879	0.8294
No log	4.0	360	0.6650	0.5593	0.6650	0.8155
No log	4.0222	362	0.6151	0.5759	0.6151	0.7843
No log	4.0444	364	0.6045	0.6209	0.6045	0.7775
No log	4.0667	366	0.5708	0.5523	0.5708	0.7555
No log	4.0889	368	0.5623	0.5759	0.5623	0.7498
No log	4.1111	370	0.5581	0.5759	0.5581	0.7471
No log	4.1333	372	0.5542	0.5548	0.5542	0.7444
No log	4.1556	374	0.5531	0.5770	0.5531	0.7437
No log	4.1778	376	0.5639	0.5555	0.5639	0.7509
No log	4.2	378	0.5763	0.5093	0.5763	0.7592
No log	4.2222	380	0.5874	0.5093	0.5874	0.7664
No log	4.2444	382	0.6210	0.4975	0.6210	0.7880
No log	4.2667	384	0.6540	0.5504	0.6540	0.8087
No log	4.2889	386	0.6774	0.5501	0.6774	0.8230
No log	4.3111	388	0.6075	0.5917	0.6075	0.7794
No log	4.3333	390	0.5716	0.6317	0.5716	0.7560
No log	4.3556	392	0.5796	0.6498	0.5796	0.7613
No log	4.3778	394	0.5772	0.6307	0.5772	0.7597
No log	4.4	396	0.5865	0.6230	0.5865	0.7658
No log	4.4222	398	0.6074	0.5898	0.6074	0.7793
No log	4.4444	400	0.6061	0.6343	0.6061	0.7785
No log	4.4667	402	0.6304	0.6252	0.6304	0.7940
No log	4.4889	404	0.6251	0.6557	0.6251	0.7907
No log	4.5111	406	0.6015	0.6498	0.6015	0.7755
No log	4.5333	408	0.6075	0.6096	0.6075	0.7794
No log	4.5556	410	0.6302	0.6209	0.6302	0.7939
No log	4.5778	412	0.6104	0.6332	0.6104	0.7813
No log	4.6	414	0.5802	0.5328	0.5802	0.7617
No log	4.6222	416	0.6142	0.6236	0.6142	0.7837
No log	4.6444	418	0.5992	0.6421	0.5992	0.7741
No log	4.6667	420	0.5589	0.5542	0.5589	0.7476
No log	4.6889	422	0.5565	0.6292	0.5565	0.7460
No log	4.7111	424	0.5605	0.5940	0.5605	0.7487
No log	4.7333	426	0.5884	0.6072	0.5884	0.7671
No log	4.7556	428	0.6126	0.6236	0.6126	0.7827
No log	4.7778	430	0.6446	0.6043	0.6446	0.8029
No log	4.8	432	0.6224	0.5242	0.6224	0.7890
No log	4.8222	434	0.6225	0.5242	0.6225	0.7890
No log	4.8444	436	0.6029	0.5681	0.6029	0.7765
No log	4.8667	438	0.6029	0.5656	0.6029	0.7765
No log	4.8889	440	0.6167	0.6076	0.6167	0.7853
No log	4.9111	442	0.6282	0.5635	0.6282	0.7926
No log	4.9333	444	0.6432	0.5955	0.6432	0.8020
No log	4.9556	446	0.6657	0.5722	0.6657	0.8159
No log	4.9778	448	0.6619	0.5510	0.6619	0.8136
No log	5.0	450	0.6629	0.5635	0.6629	0.8142
No log	5.0222	452	0.6986	0.5698	0.6986	0.8358
No log	5.0444	454	0.7422	0.5065	0.7422	0.8615
No log	5.0667	456	0.7048	0.5218	0.7048	0.8395
No log	5.0889	458	0.6575	0.5644	0.6575	0.8109
No log	5.1111	460	0.6438	0.5446	0.6438	0.8024
No log	5.1333	462	0.6422	0.5441	0.6422	0.8014
No log	5.1556	464	0.6461	0.5432	0.6461	0.8038
No log	5.1778	466	0.6768	0.5363	0.6768	0.8227
No log	5.2	468	0.6557	0.6209	0.6557	0.8097
No log	5.2222	470	0.6249	0.5450	0.6249	0.7905
No log	5.2444	472	0.6629	0.5913	0.6629	0.8142
No log	5.2667	474	0.6689	0.5913	0.6689	0.8178
No log	5.2889	476	0.6183	0.5641	0.6183	0.7863
No log	5.3111	478	0.6263	0.6249	0.6263	0.7914
No log	5.3333	480	0.6588	0.5937	0.6588	0.8117
No log	5.3556	482	0.7021	0.5363	0.7021	0.8379
No log	5.3778	484	0.7114	0.5363	0.7114	0.8434
No log	5.4	486	0.7088	0.5244	0.7088	0.8419
No log	5.4222	488	0.7143	0.4328	0.7143	0.8452
No log	5.4444	490	0.6865	0.4625	0.6865	0.8286
No log	5.4667	492	0.6426	0.5405	0.6426	0.8016
No log	5.4889	494	0.6137	0.5669	0.6137	0.7834
No log	5.5111	496	0.6242	0.5568	0.6242	0.7901
No log	5.5333	498	0.6309	0.5575	0.6309	0.7943
0.3145	5.5556	500	0.6307	0.5069	0.6307	0.7941
0.3145	5.5778	502	0.6591	0.5405	0.6591	0.8118
0.3145	5.6	504	0.6675	0.5274	0.6675	0.8170
0.3145	5.6222	506	0.6468	0.4938	0.6468	0.8043
0.3145	5.6444	508	0.6308	0.5212	0.6308	0.7942
0.3145	5.6667	510	0.6810	0.6032	0.6810	0.8252
0.3145	5.6889	512	0.7062	0.6380	0.7062	0.8403
0.3145	5.7111	514	0.6517	0.6232	0.6517	0.8073
0.3145	5.7333	516	0.6138	0.5951	0.6138	0.7834
0.3145	5.7556	518	0.6033	0.5950	0.6033	0.7767
0.3145	5.7778	520	0.6452	0.5978	0.6452	0.8033
0.3145	5.8	522	0.6598	0.5377	0.6598	0.8123
0.3145	5.8222	524	0.6458	0.5422	0.6458	0.8036
0.3145	5.8444	526	0.6295	0.5419	0.6295	0.7934
0.3145	5.8667	528	0.6371	0.5835	0.6371	0.7982
0.3145	5.8889	530	0.6692	0.6231	0.6692	0.8180
0.3145	5.9111	532	0.6726	0.5709	0.6726	0.8201
0.3145	5.9333	534	0.6752	0.5482	0.6752	0.8217
0.3145	5.9556	536	0.6726	0.5026	0.6726	0.8201
0.3145	5.9778	538	0.6768	0.4512	0.6768	0.8227
0.3145	6.0	540	0.6703	0.5082	0.6703	0.8187
0.3145	6.0222	542	0.6616	0.4903	0.6616	0.8134
0.3145	6.0444	544	0.6712	0.5477	0.6712	0.8193
0.3145	6.0667	546	0.6950	0.5710	0.6950	0.8336
0.3145	6.0889	548	0.6896	0.5894	0.6896	0.8304
0.3145	6.1111	550	0.7010	0.5823	0.7010	0.8372
0.3145	6.1333	552	0.7239	0.4980	0.7239	0.8508
0.3145	6.1556	554	0.7436	0.5098	0.7436	0.8623
0.3145	6.1778	556	0.7129	0.4871	0.7129	0.8444
0.3145	6.2	558	0.6957	0.4871	0.6957	0.8341
0.3145	6.2222	560	0.6940	0.5113	0.6940	0.8331
0.3145	6.2444	562	0.6774	0.4995	0.6774	0.8230
0.3145	6.2667	564	0.6587	0.5422	0.6587	0.8116
0.3145	6.2889	566	0.6564	0.5556	0.6564	0.8102
0.3145	6.3111	568	0.6583	0.5246	0.6583	0.8113
0.3145	6.3333	570	0.6588	0.5246	0.6588	0.8117
0.3145	6.3556	572	0.6893	0.5459	0.6893	0.8302
0.3145	6.3778	574	0.7029	0.5232	0.7029	0.8384
0.3145	6.4	576	0.6854	0.4887	0.6854	0.8279
0.3145	6.4222	578	0.6353	0.5057	0.6353	0.7971
0.3145	6.4444	580	0.5964	0.4935	0.5964	0.7723
0.3145	6.4667	582	0.5799	0.5759	0.5799	0.7615
0.3145	6.4889	584	0.5839	0.5529	0.5839	0.7641
0.3145	6.5111	586	0.5892	0.5656	0.5892	0.7676
0.3145	6.5333	588	0.6120	0.5962	0.6120	0.7823
0.3145	6.5556	590	0.6417	0.5962	0.6417	0.8011
0.3145	6.5778	592	0.6438	0.5962	0.6438	0.8024
0.3145	6.6	594	0.6347	0.5962	0.6347	0.7967
0.3145	6.6222	596	0.6361	0.5962	0.6361	0.7976
0.3145	6.6444	598	0.5925	0.6384	0.5925	0.7697
0.3145	6.6667	600	0.5492	0.6207	0.5492	0.7411
0.3145	6.6889	602	0.5428	0.6006	0.5428	0.7368
0.3145	6.7111	604	0.5614	0.6006	0.5614	0.7493
0.3145	6.7333	606	0.5856	0.6161	0.5856	0.7652
0.3145	6.7556	608	0.5939	0.5450	0.5939	0.7706
0.3145	6.7778	610	0.5908	0.5666	0.5908	0.7686
0.3145	6.8	612	0.5824	0.5644	0.5824	0.7632
0.3145	6.8222	614	0.5899	0.6165	0.5899	0.7680
0.3145	6.8444	616	0.5986	0.6165	0.5986	0.7737
0.3145	6.8667	618	0.6086	0.6043	0.6086	0.7801
0.3145	6.8889	620	0.6001	0.6370	0.6001	0.7747
0.3145	6.9111	622	0.5824	0.6606	0.5824	0.7631
0.3145	6.9333	624	0.5718	0.6087	0.5718	0.7562
0.3145	6.9556	626	0.5731	0.6497	0.5731	0.7570
0.3145	6.9778	628	0.5751	0.6207	0.5751	0.7583
0.3145	7.0	630	0.5887	0.6262	0.5887	0.7673
0.3145	7.0222	632	0.6038	0.6165	0.6038	0.7770
0.3145	7.0444	634	0.6010	0.6286	0.6010	0.7752
0.3145	7.0667	636	0.5902	0.6597	0.5902	0.7682
0.3145	7.0889	638	0.5862	0.6476	0.5862	0.7656
0.3145	7.1111	640	0.6184	0.5573	0.6184	0.7864
0.3145	7.1333	642	0.6285	0.5606	0.6285	0.7928
0.3145	7.1556	644	0.6270	0.5606	0.6270	0.7919
0.3145	7.1778	646	0.6152	0.5606	0.6152	0.7843
0.3145	7.2	648	0.5555	0.6805	0.5555	0.7453
0.3145	7.2222	650	0.6013	0.6396	0.6013	0.7754
0.3145	7.2444	652	0.6324	0.6500	0.6324	0.7952
0.3145	7.2667	654	0.6069	0.6241	0.6069	0.7790
0.3145	7.2889	656	0.5885	0.5859	0.5885	0.7671
0.3145	7.3111	658	0.5855	0.5759	0.5855	0.7652
0.3145	7.3333	660	0.5817	0.5669	0.5817	0.7627
0.3145	7.3556	662	0.5711	0.5977	0.5711	0.7557
0.3145	7.3778	664	0.5640	0.6507	0.5640	0.7510
0.3145	7.4	666	0.5685	0.6380	0.5685	0.7540
0.3145	7.4222	668	0.5741	0.6380	0.5741	0.7577
0.3145	7.4444	670	0.5716	0.6175	0.5716	0.7560
0.3145	7.4667	672	0.5808	0.6039	0.5808	0.7621
0.3145	7.4889	674	0.5883	0.6050	0.5883	0.7670
0.3145	7.5111	676	0.5644	0.6768	0.5644	0.7513
0.3145	7.5333	678	0.5531	0.6830	0.5531	0.7437
0.3145	7.5556	680	0.5482	0.6935	0.5482	0.7404
0.3145	7.5778	682	0.5472	0.7056	0.5472	0.7398
0.3145	7.6	684	0.5560	0.6787	0.5560	0.7456
0.3145	7.6222	686	0.5615	0.7056	0.5615	0.7493
0.3145	7.6444	688	0.5706	0.6866	0.5706	0.7554
0.3145	7.6667	690	0.5822	0.6753	0.5822	0.7630
0.3145	7.6889	692	0.5910	0.6028	0.5910	0.7688
0.3145	7.7111	694	0.6348	0.5902	0.6348	0.7967
0.3145	7.7333	696	0.6980	0.6236	0.6980	0.8355
0.3145	7.7556	698	0.6860	0.5902	0.6860	0.8282
0.3145	7.7778	700	0.6400	0.5441	0.6400	0.8000
0.3145	7.8	702	0.6310	0.5425	0.6310	0.7943
0.3145	7.8222	704	0.6560	0.6497	0.6560	0.8100
0.3145	7.8444	706	0.6796	0.6048	0.6796	0.8244
0.3145	7.8667	708	0.6836	0.5951	0.6836	0.8268
0.3145	7.8889	710	0.6825	0.5951	0.6825	0.8261
0.3145	7.9111	712	0.6534	0.6214	0.6534	0.8083
0.3145	7.9333	714	0.6587	0.5381	0.6587	0.8116
0.3145	7.9556	716	0.6617	0.4997	0.6617	0.8135
0.3145	7.9778	718	0.6701	0.5133	0.6701	0.8186
0.3145	8.0	720	0.6852	0.5269	0.6852	0.8278
0.3145	8.0222	722	0.7008	0.5152	0.7008	0.8371
0.3145	8.0444	724	0.7366	0.4928	0.7366	0.8583
0.3145	8.0667	726	0.8063	0.4716	0.8063	0.8979
0.3145	8.0889	728	0.7630	0.4826	0.7630	0.8735
0.3145	8.1111	730	0.7280	0.5047	0.7280	0.8532
0.3145	8.1333	732	0.6279	0.5480	0.6279	0.7924
0.3145	8.1556	734	0.6023	0.5536	0.6023	0.7761
0.3145	8.1778	736	0.6003	0.6087	0.6003	0.7748
0.3145	8.2	738	0.6142	0.5633	0.6142	0.7837
0.3145	8.2222	740	0.6419	0.5961	0.6419	0.8012
0.3145	8.2444	742	0.6297	0.5961	0.6297	0.7935
0.3145	8.2667	744	0.6043	0.6461	0.6043	0.7774
0.3145	8.2889	746	0.5958	0.6572	0.5958	0.7719
0.3145	8.3111	748	0.6216	0.6207	0.6216	0.7884
0.3145	8.3333	750	0.6164	0.6482	0.6164	0.7851
0.3145	8.3556	752	0.6000	0.6186	0.6000	0.7746
0.3145	8.3778	754	0.6035	0.5972	0.6035	0.7768
0.3145	8.4	756	0.6112	0.5631	0.6112	0.7818
0.3145	8.4222	758	0.6216	0.5503	0.6216	0.7884
0.3145	8.4444	760	0.6211	0.5556	0.6211	0.7881
0.3145	8.4667	762	0.6161	0.5556	0.6161	0.7849
0.3145	8.4889	764	0.6065	0.5759	0.6065	0.7788
0.3145	8.5111	766	0.6016	0.5759	0.6016	0.7756
0.3145	8.5333	768	0.5957	0.6084	0.5957	0.7718
0.3145	8.5556	770	0.5783	0.5994	0.5783	0.7605
0.3145	8.5778	772	0.5863	0.6205	0.5863	0.7657
0.3145	8.6	774	0.6046	0.6090	0.6046	0.7776
0.3145	8.6222	776	0.5876	0.5961	0.5876	0.7665
0.3145	8.6444	778	0.5985	0.6380	0.5985	0.7736
0.3145	8.6667	780	0.6794	0.6240	0.6794	0.8242
0.3145	8.6889	782	0.7972	0.5532	0.7972	0.8929
0.3145	8.7111	784	0.8258	0.5532	0.8258	0.9087
0.3145	8.7333	786	0.7698	0.5358	0.7698	0.8774
0.3145	8.7556	788	0.6998	0.5065	0.6998	0.8365
0.3145	8.7778	790	0.6376	0.5259	0.6376	0.7985
0.3145	8.8	792	0.6090	0.5690	0.6090	0.7804
0.3145	8.8222	794	0.5930	0.5926	0.5930	0.7701
0.3145	8.8444	796	0.5838	0.6230	0.5838	0.7641
0.3145	8.8667	798	0.5804	0.6229	0.5804	0.7619
0.3145	8.8889	800	0.5836	0.6581	0.5836	0.7640
0.3145	8.9111	802	0.5845	0.6512	0.5845	0.7646
0.3145	8.9333	804	0.6156	0.6597	0.6156	0.7846
0.3145	8.9556	806	0.6216	0.6301	0.6216	0.7884
0.3145	8.9778	808	0.6056	0.6669	0.6056	0.7782
0.3145	9.0	810	0.5862	0.6370	0.5862	0.7657
0.3145	9.0222	812	0.5833	0.6343	0.5833	0.7637
0.3145	9.0444	814	0.5877	0.6172	0.5877	0.7666
0.3145	9.0667	816	0.5957	0.6334	0.5957	0.7718
0.3145	9.0889	818	0.5989	0.6334	0.5989	0.7739
0.3145	9.1111	820	0.5842	0.5729	0.5842	0.7643
0.3145	9.1333	822	0.6055	0.5042	0.6055	0.7781
0.3145	9.1556	824	0.6472	0.5273	0.6472	0.8045
0.3145	9.1778	826	0.6663	0.4987	0.6663	0.8163
0.3145	9.2	828	0.6611	0.5377	0.6611	0.8131
0.3145	9.2222	830	0.6254	0.5522	0.6254	0.7908
0.3145	9.2444	832	0.5751	0.5549	0.5751	0.7583
0.3145	9.2667	834	0.5643	0.6161	0.5643	0.7512
0.3145	9.2889	836	0.5590	0.5938	0.5590	0.7477
0.3145	9.3111	838	0.5777	0.5516	0.5777	0.7600
0.3145	9.3333	840	0.6401	0.6386	0.6401	0.8001
0.3145	9.3556	842	0.6986	0.6147	0.6986	0.8358
0.3145	9.3778	844	0.6857	0.6377	0.6857	0.8281
0.3145	9.4	846	0.6266	0.5503	0.6266	0.7916
0.3145	9.4222	848	0.5772	0.6024	0.5772	0.7597
0.3145	9.4444	850	0.5840	0.5819	0.5840	0.7642
0.3145	9.4667	852	0.5887	0.5819	0.5887	0.7673
0.3145	9.4889	854	0.5853	0.5938	0.5853	0.7651
0.3145	9.5111	856	0.5873	0.5666	0.5873	0.7663
0.3145	9.5333	858	0.5853	0.6332	0.5853	0.7650
0.3145	9.5556	860	0.5818	0.6537	0.5818	0.7628
0.3145	9.5778	862	0.5789	0.6055	0.5789	0.7609
0.3145	9.6	864	0.5938	0.6526	0.5938	0.7706
0.3145	9.6222	866	0.6160	0.6367	0.6160	0.7849
0.3145	9.6444	868	0.6495	0.6061	0.6495	0.8059
0.3145	9.6667	870	0.6254	0.6422	0.6254	0.7908
0.3145	9.6889	872	0.5906	0.6313	0.5906	0.7685
0.3145	9.7111	874	0.5821	0.6681	0.5821	0.7630
0.3145	9.7333	876	0.6107	0.6593	0.6107	0.7815
0.3145	9.7556	878	0.6408	0.6177	0.6408	0.8005
0.3145	9.7778	880	0.6529	0.5375	0.6529	0.8080
0.3145	9.8	882	0.6276	0.5422	0.6276	0.7922
0.3145	9.8222	884	0.6108	0.5556	0.6108	0.7815
0.3145	9.8444	886	0.6056	0.5405	0.6056	0.7782
0.3145	9.8667	888	0.6002	0.6084	0.6002	0.7747
0.3145	9.8889	890	0.6048	0.6054	0.6048	0.7777
0.3145	9.9111	892	0.6255	0.6133	0.6255	0.7909
0.3145	9.9333	894	0.6243	0.5932	0.6243	0.7901
0.3145	9.9556	896	0.6389	0.6014	0.6389	0.7993
0.3145	9.9778	898	0.6393	0.6054	0.6393	0.7996
0.3145	10.0	900	0.6386	0.5631	0.6386	0.7991
0.3145	10.0222	902	0.6295	0.5536	0.6295	0.7934
0.3145	10.0444	904	0.6206	0.5436	0.6206	0.7878
0.3145	10.0667	906	0.6199	0.5208	0.6199	0.7873
0.3145	10.0889	908	0.6278	0.5067	0.6278	0.7923
0.3145	10.1111	910	0.6244	0.5067	0.6244	0.7902
0.3145	10.1333	912	0.6083	0.5690	0.6083	0.7800
0.3145	10.1556	914	0.5883	0.5348	0.5883	0.7670
0.3145	10.1778	916	0.5889	0.5483	0.5889	0.7674
0.3145	10.2	918	0.5768	0.5823	0.5768	0.7595
0.3145	10.2222	920	0.5712	0.5886	0.5712	0.7558
0.3145	10.2444	922	0.6073	0.6695	0.6073	0.7793
0.3145	10.2667	924	0.6199	0.6510	0.6199	0.7873
0.3145	10.2889	926	0.6132	0.5746	0.6132	0.7831
0.3145	10.3111	928	0.6040	0.5823	0.6040	0.7771
0.3145	10.3333	930	0.6148	0.5348	0.6148	0.7841
0.3145	10.3556	932	0.6241	0.5503	0.6241	0.7900
0.3145	10.3778	934	0.6051	0.5628	0.6051	0.7779
0.3145	10.4	936	0.5744	0.5823	0.5744	0.7579
0.3145	10.4222	938	0.5700	0.6296	0.5700	0.7550
0.3145	10.4444	940	0.5829	0.6412	0.5829	0.7635
0.3145	10.4667	942	0.5895	0.6228	0.5895	0.7678
0.3145	10.4889	944	0.5645	0.6806	0.5645	0.7513
0.3145	10.5111	946	0.5520	0.6747	0.5520	0.7430
0.3145	10.5333	948	0.6053	0.5717	0.6053	0.7780
0.3145	10.5556	950	0.6594	0.5499	0.6594	0.8120
0.3145	10.5778	952	0.6462	0.5491	0.6462	0.8039
0.3145	10.6	954	0.6244	0.5346	0.6244	0.7902
0.3145	10.6222	956	0.6077	0.5851	0.6077	0.7796
0.3145	10.6444	958	0.6121	0.5914	0.6121	0.7824
0.3145	10.6667	960	0.6081	0.6243	0.6081	0.7798
0.3145	10.6889	962	0.6002	0.6664	0.6002	0.7747
0.3145	10.7111	964	0.6105	0.6432	0.6105	0.7813
0.3145	10.7333	966	0.6022	0.6315	0.6022	0.7760
0.3145	10.7556	968	0.5699	0.6857	0.5699	0.7549
0.3145	10.7778	970	0.5618	0.6391	0.5618	0.7495
0.3145	10.8	972	0.5874	0.6495	0.5874	0.7664
0.3145	10.8222	974	0.6263	0.5512	0.6263	0.7914
0.3145	10.8444	976	0.6327	0.5512	0.6327	0.7954
0.3145	10.8667	978	0.5905	0.6495	0.5905	0.7684
0.3145	10.8889	980	0.5618	0.6036	0.5618	0.7495
0.3145	10.9111	982	0.5600	0.6417	0.5600	0.7483
0.3145	10.9333	984	0.5724	0.6451	0.5724	0.7566
0.3145	10.9556	986	0.5627	0.6317	0.5627	0.7502
0.3145	10.9778	988	0.5650	0.6373	0.5650	0.7516
0.3145	11.0	990	0.6910	0.5481	0.6910	0.8313
0.3145	11.0222	992	0.7860	0.5184	0.7860	0.8865
0.3145	11.0444	994	0.7342	0.5283	0.7342	0.8569
0.3145	11.0667	996	0.6146	0.6130	0.6146	0.7840
0.3145	11.0889	998	0.5694	0.6272	0.5694	0.7546
0.0682	11.1111	1000	0.5569	0.6919	0.5569	0.7463
0.0682	11.1333	1002	0.5768	0.6616	0.5768	0.7595
0.0682	11.1556	1004	0.5864	0.6076	0.5864	0.7658
0.0682	11.1778	1006	0.5879	0.5902	0.5879	0.7668
0.0682	11.2	1008	0.5801	0.6249	0.5801	0.7617
0.0682	11.2222	1010	0.5784	0.6974	0.5784	0.7605
0.0682	11.2444	1012	0.5724	0.6974	0.5724	0.7566
0.0682	11.2667	1014	0.5787	0.6096	0.5787	0.7607
0.0682	11.2889	1016	0.6450	0.5740	0.6450	0.8031
0.0682	11.3111	1018	0.7276	0.5561	0.7276	0.8530
0.0682	11.3333	1020	0.8004	0.5543	0.8004	0.8946
0.0682	11.3556	1022	0.7978	0.5543	0.7978	0.8932

Framework versions

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