ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k19_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: 0.7497
• Qwk: 0.6504
• Mse: 0.7497
• Rmse: 0.8659

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0171	2	5.0769	-0.0110	5.0769	2.2532
No log	0.0342	4	3.2910	0.0932	3.2910	1.8141
No log	0.0513	6	2.6283	-0.0324	2.6283	1.6212
No log	0.0684	8	2.3518	-0.0981	2.3518	1.5336
No log	0.0855	10	2.7067	-0.1030	2.7067	1.6452
No log	0.1026	12	2.5417	-0.0868	2.5417	1.5943
No log	0.1197	14	2.5294	-0.0038	2.5294	1.5904
No log	0.1368	16	2.1653	0.0780	2.1653	1.4715
No log	0.1538	18	1.8851	0.0901	1.8851	1.3730
No log	0.1709	20	1.8997	0.0984	1.8997	1.3783
No log	0.1880	22	1.8149	0.0777	1.8149	1.3472
No log	0.2051	24	1.9775	0.0491	1.9775	1.4062
No log	0.2222	26	1.9754	0.0541	1.9754	1.4055
No log	0.2393	28	2.2193	0.0477	2.2193	1.4897
No log	0.2564	30	2.0844	0.1308	2.0844	1.4437
No log	0.2735	32	2.0866	0.1401	2.0866	1.4445
No log	0.2906	34	2.2695	0.0889	2.2695	1.5065
No log	0.3077	36	2.5701	0.0387	2.5701	1.6032
No log	0.3248	38	2.9059	0.0441	2.9059	1.7047
No log	0.3419	40	2.7196	0.0679	2.7196	1.6491
No log	0.3590	42	2.3442	0.1442	2.3442	1.5311
No log	0.3761	44	1.8479	0.1971	1.8479	1.3594
No log	0.3932	46	1.6535	0.2224	1.6535	1.2859
No log	0.4103	48	1.2905	0.3269	1.2905	1.1360
No log	0.4274	50	1.0971	0.3545	1.0971	1.0474
No log	0.4444	52	1.0735	0.3977	1.0735	1.0361
No log	0.4615	54	1.2334	0.3736	1.2334	1.1106
No log	0.4786	56	1.4933	0.1865	1.4933	1.2220
No log	0.4957	58	1.7038	0.2129	1.7038	1.3053
No log	0.5128	60	1.7598	0.2284	1.7598	1.3266
No log	0.5299	62	1.7411	0.2556	1.7411	1.3195
No log	0.5470	64	1.6307	0.2848	1.6307	1.2770
No log	0.5641	66	1.6865	0.2911	1.6865	1.2987
No log	0.5812	68	1.6884	0.2947	1.6884	1.2994
No log	0.5983	70	1.6980	0.2930	1.6980	1.3031
No log	0.6154	72	1.8422	0.2412	1.8422	1.3573
No log	0.6325	74	2.0350	0.2265	2.0350	1.4265
No log	0.6496	76	2.0139	0.2155	2.0139	1.4191
No log	0.6667	78	1.7659	0.2594	1.7659	1.3289
No log	0.6838	80	1.4463	0.2889	1.4463	1.2026
No log	0.7009	82	1.2202	0.2847	1.2202	1.1046
No log	0.7179	84	1.0865	0.3617	1.0865	1.0424
No log	0.7350	86	1.0540	0.3505	1.0540	1.0267
No log	0.7521	88	1.1477	0.3293	1.1477	1.0713
No log	0.7692	90	1.4696	0.3318	1.4696	1.2123
No log	0.7863	92	1.7108	0.2624	1.7108	1.3080
No log	0.8034	94	1.6769	0.2306	1.6769	1.2950
No log	0.8205	96	1.4572	0.3458	1.4572	1.2071
No log	0.8376	98	1.2108	0.3312	1.2108	1.1004
No log	0.8547	100	1.0543	0.4561	1.0543	1.0268
No log	0.8718	102	1.0507	0.3966	1.0507	1.0250
No log	0.8889	104	0.9785	0.4334	0.9785	0.9892
No log	0.9060	106	0.9611	0.5067	0.9611	0.9803
No log	0.9231	108	0.9971	0.4135	0.9971	0.9985
No log	0.9402	110	1.2034	0.3139	1.2034	1.0970
No log	0.9573	112	1.3252	0.3553	1.3252	1.1512
No log	0.9744	114	1.3434	0.3574	1.3434	1.1591
No log	0.9915	116	1.3005	0.3585	1.3005	1.1404
No log	1.0085	118	1.3996	0.3855	1.3996	1.1830
No log	1.0256	120	1.2927	0.4233	1.2927	1.1370
No log	1.0427	122	1.1033	0.4637	1.1033	1.0504
No log	1.0598	124	0.8824	0.5807	0.8824	0.9394
No log	1.0769	126	0.8665	0.5498	0.8665	0.9309
No log	1.0940	128	0.8825	0.5601	0.8825	0.9394
No log	1.1111	130	0.9854	0.4612	0.9854	0.9926
No log	1.1282	132	1.0381	0.4582	1.0381	1.0189
No log	1.1453	134	1.1360	0.4917	1.1360	1.0658
No log	1.1624	136	1.3525	0.4531	1.3525	1.1630
No log	1.1795	138	1.7445	0.3232	1.7445	1.3208
No log	1.1966	140	1.9632	0.2706	1.9632	1.4011
No log	1.2137	142	1.7020	0.2988	1.7020	1.3046
No log	1.2308	144	1.2606	0.4059	1.2606	1.1228
No log	1.2479	146	0.9661	0.4956	0.9661	0.9829
No log	1.2650	148	0.9165	0.5175	0.9165	0.9574
No log	1.2821	150	0.9306	0.5274	0.9306	0.9647
No log	1.2991	152	0.8988	0.5473	0.8988	0.9480
No log	1.3162	154	0.8854	0.5556	0.8854	0.9410
No log	1.3333	156	0.9020	0.5632	0.9020	0.9498
No log	1.3504	158	0.8559	0.5690	0.8559	0.9252
No log	1.3675	160	0.8222	0.6320	0.8222	0.9068
No log	1.3846	162	0.8197	0.5532	0.8197	0.9054
No log	1.4017	164	0.8182	0.5970	0.8182	0.9046
No log	1.4188	166	0.9467	0.5727	0.9467	0.9730
No log	1.4359	168	1.2590	0.4465	1.2590	1.1221
No log	1.4530	170	1.5296	0.3378	1.5296	1.2368
No log	1.4701	172	1.9162	0.2953	1.9162	1.3843
No log	1.4872	174	1.9532	0.2870	1.9532	1.3976
No log	1.5043	176	1.6300	0.3301	1.6300	1.2767
No log	1.5214	178	1.0187	0.4813	1.0187	1.0093
No log	1.5385	180	0.7936	0.5268	0.7936	0.8908
No log	1.5556	182	0.8534	0.5364	0.8534	0.9238
No log	1.5726	184	0.8797	0.5183	0.8797	0.9379
No log	1.5897	186	0.8714	0.5708	0.8714	0.9335
No log	1.6068	188	0.8650	0.5717	0.8650	0.9300
No log	1.6239	190	0.8633	0.6115	0.8633	0.9291
No log	1.6410	192	0.9002	0.5906	0.9002	0.9488
No log	1.6581	194	0.9523	0.5774	0.9523	0.9758
No log	1.6752	196	1.0001	0.5546	1.0001	1.0000
No log	1.6923	198	1.1851	0.4815	1.1851	1.0886
No log	1.7094	200	1.3220	0.4444	1.3220	1.1498
No log	1.7265	202	1.3085	0.4508	1.3085	1.1439
No log	1.7436	204	1.2500	0.4976	1.2500	1.1180
No log	1.7607	206	1.0662	0.5516	1.0662	1.0326
No log	1.7778	208	0.9038	0.6159	0.9038	0.9507
No log	1.7949	210	0.8518	0.6365	0.8518	0.9229
No log	1.8120	212	0.8592	0.5930	0.8592	0.9269
No log	1.8291	214	0.7918	0.6046	0.7918	0.8898
No log	1.8462	216	0.7403	0.6288	0.7403	0.8604
No log	1.8632	218	0.8126	0.6241	0.8126	0.9015
No log	1.8803	220	0.8841	0.5863	0.8841	0.9403
No log	1.8974	222	0.8641	0.5957	0.8641	0.9296
No log	1.9145	224	0.8083	0.6212	0.8083	0.8991
No log	1.9316	226	0.7625	0.6253	0.7625	0.8732
No log	1.9487	228	0.7556	0.6707	0.7556	0.8693
No log	1.9658	230	0.7548	0.6699	0.7548	0.8688
No log	1.9829	232	0.7647	0.6123	0.7647	0.8745
No log	2.0	234	0.7876	0.5911	0.7876	0.8875
No log	2.0171	236	0.8099	0.6132	0.8099	0.8999
No log	2.0342	238	0.7982	0.5741	0.7982	0.8934
No log	2.0513	240	0.7851	0.5763	0.7851	0.8860
No log	2.0684	242	0.7808	0.5871	0.7808	0.8836
No log	2.0855	244	0.7875	0.6033	0.7875	0.8874
No log	2.1026	246	0.7946	0.5938	0.7946	0.8914
No log	2.1197	248	0.8010	0.6160	0.8010	0.8950
No log	2.1368	250	0.8127	0.6169	0.8127	0.9015
No log	2.1538	252	0.8314	0.5871	0.8314	0.9118
No log	2.1709	254	0.8723	0.5551	0.8723	0.9340
No log	2.1880	256	0.8911	0.5613	0.8911	0.9440
No log	2.2051	258	0.8982	0.5947	0.8982	0.9477
No log	2.2222	260	0.9292	0.6085	0.9292	0.9640
No log	2.2393	262	0.9470	0.5713	0.9470	0.9731
No log	2.2564	264	0.8623	0.5822	0.8623	0.9286
No log	2.2735	266	0.7880	0.5389	0.7880	0.8877
No log	2.2906	268	0.7855	0.5554	0.7855	0.8863
No log	2.3077	270	0.8288	0.5238	0.8288	0.9104
No log	2.3248	272	0.8660	0.5384	0.8660	0.9306
No log	2.3419	274	0.8826	0.5614	0.8826	0.9395
No log	2.3590	276	0.8326	0.6096	0.8326	0.9125
No log	2.3761	278	0.8309	0.6136	0.8309	0.9115
No log	2.3932	280	0.8126	0.6015	0.8126	0.9014
No log	2.4103	282	0.7929	0.6043	0.7929	0.8904
No log	2.4274	284	0.7788	0.6131	0.7788	0.8825
No log	2.4444	286	0.7812	0.5988	0.7812	0.8839
No log	2.4615	288	0.7753	0.6056	0.7753	0.8805
No log	2.4786	290	0.7461	0.6106	0.7461	0.8638
No log	2.4957	292	0.7333	0.5849	0.7333	0.8563
No log	2.5128	294	0.7408	0.5652	0.7408	0.8607
No log	2.5299	296	0.7341	0.5713	0.7341	0.8568
No log	2.5470	298	0.7374	0.5875	0.7374	0.8587
No log	2.5641	300	0.7357	0.6016	0.7357	0.8577
No log	2.5812	302	0.7407	0.5515	0.7407	0.8606
No log	2.5983	304	0.7646	0.5907	0.7646	0.8744
No log	2.6154	306	0.7429	0.5925	0.7429	0.8619
No log	2.6325	308	0.7198	0.6613	0.7198	0.8484
No log	2.6496	310	0.7120	0.6516	0.7120	0.8438
No log	2.6667	312	0.7060	0.6668	0.7060	0.8402
No log	2.6838	314	0.6995	0.6703	0.6995	0.8364
No log	2.7009	316	0.7031	0.6555	0.7031	0.8385
No log	2.7179	318	0.7146	0.6482	0.7146	0.8454
No log	2.7350	320	0.7701	0.6141	0.7701	0.8776
No log	2.7521	322	0.7900	0.6205	0.7900	0.8888
No log	2.7692	324	0.7511	0.6191	0.7511	0.8667
No log	2.7863	326	0.7294	0.6032	0.7294	0.8541
No log	2.8034	328	0.7078	0.6482	0.7078	0.8413
No log	2.8205	330	0.7151	0.6577	0.7151	0.8456
No log	2.8376	332	0.7196	0.6528	0.7196	0.8483
No log	2.8547	334	0.7269	0.6309	0.7269	0.8526
No log	2.8718	336	0.7443	0.6122	0.7443	0.8627
No log	2.8889	338	0.7829	0.5964	0.7829	0.8848
No log	2.9060	340	0.7795	0.6157	0.7795	0.8829
No log	2.9231	342	0.7913	0.5883	0.7913	0.8895
No log	2.9402	344	0.7857	0.6045	0.7857	0.8864
No log	2.9573	346	0.7448	0.5990	0.7448	0.8630
No log	2.9744	348	0.7347	0.5990	0.7347	0.8572
No log	2.9915	350	0.7081	0.6122	0.7081	0.8415
No log	3.0085	352	0.6998	0.6091	0.6998	0.8366
No log	3.0256	354	0.6919	0.6046	0.6919	0.8318
No log	3.0427	356	0.7075	0.6408	0.7075	0.8411
No log	3.0598	358	0.7344	0.6406	0.7344	0.8570
No log	3.0769	360	0.7529	0.6209	0.7529	0.8677
No log	3.0940	362	0.7531	0.6391	0.7531	0.8678
No log	3.1111	364	0.7638	0.6259	0.7638	0.8740
No log	3.1282	366	0.7641	0.6299	0.7641	0.8741
No log	3.1453	368	0.7276	0.6222	0.7276	0.8530
No log	3.1624	370	0.6977	0.6453	0.6977	0.8353
No log	3.1795	372	0.7079	0.6353	0.7079	0.8414
No log	3.1966	374	0.7037	0.6589	0.7037	0.8389
No log	3.2137	376	0.7333	0.6522	0.7333	0.8563
No log	3.2308	378	0.7831	0.6324	0.7831	0.8850
No log	3.2479	380	0.7626	0.6528	0.7626	0.8733
No log	3.2650	382	0.7176	0.6755	0.7176	0.8471
No log	3.2821	384	0.7211	0.6387	0.7211	0.8492
No log	3.2991	386	0.7122	0.6421	0.7122	0.8439
No log	3.3162	388	0.7006	0.6520	0.7006	0.8370
No log	3.3333	390	0.7114	0.6788	0.7114	0.8434
No log	3.3504	392	0.7104	0.6816	0.7104	0.8429
No log	3.3675	394	0.6931	0.6574	0.6931	0.8326
No log	3.3846	396	0.6900	0.6727	0.6900	0.8307
No log	3.4017	398	0.6879	0.6724	0.6879	0.8294
No log	3.4188	400	0.7105	0.6690	0.7105	0.8429
No log	3.4359	402	0.7218	0.6557	0.7218	0.8496
No log	3.4530	404	0.6979	0.6647	0.6979	0.8354
No log	3.4701	406	0.6854	0.6564	0.6854	0.8279
No log	3.4872	408	0.6939	0.6564	0.6939	0.8330
No log	3.5043	410	0.7272	0.6448	0.7272	0.8528
No log	3.5214	412	0.7631	0.6519	0.7631	0.8736
No log	3.5385	414	0.7768	0.6536	0.7768	0.8814
No log	3.5556	416	0.7313	0.6543	0.7313	0.8552
No log	3.5726	418	0.7038	0.6247	0.7038	0.8389
No log	3.5897	420	0.7066	0.6603	0.7066	0.8406
No log	3.6068	422	0.7032	0.6574	0.7032	0.8386
No log	3.6239	424	0.7044	0.6624	0.7044	0.8393
No log	3.6410	426	0.7008	0.6624	0.7008	0.8371
No log	3.6581	428	0.6962	0.6548	0.6962	0.8344
No log	3.6752	430	0.6941	0.6788	0.6941	0.8331
No log	3.6923	432	0.6922	0.6552	0.6922	0.8320
No log	3.7094	434	0.6903	0.6607	0.6903	0.8309
No log	3.7265	436	0.6931	0.6615	0.6931	0.8325
No log	3.7436	438	0.6985	0.6622	0.6985	0.8357
No log	3.7607	440	0.7120	0.6637	0.7120	0.8438
No log	3.7778	442	0.7222	0.6570	0.7222	0.8498
No log	3.7949	444	0.7170	0.6431	0.7170	0.8467
No log	3.8120	446	0.7212	0.6270	0.7212	0.8492
No log	3.8291	448	0.7293	0.6367	0.7293	0.8540
No log	3.8462	450	0.7344	0.6166	0.7344	0.8570
No log	3.8632	452	0.7394	0.6118	0.7394	0.8599
No log	3.8803	454	0.7421	0.6222	0.7421	0.8615
No log	3.8974	456	0.7437	0.6150	0.7437	0.8624
No log	3.9145	458	0.7397	0.6109	0.7397	0.8600
No log	3.9316	460	0.7336	0.6140	0.7336	0.8565
No log	3.9487	462	0.7313	0.6171	0.7313	0.8551
No log	3.9658	464	0.7313	0.6127	0.7313	0.8551
No log	3.9829	466	0.7225	0.6152	0.7225	0.8500
No log	4.0	468	0.7240	0.6124	0.7240	0.8509
No log	4.0171	470	0.7315	0.6509	0.7315	0.8553
No log	4.0342	472	0.7531	0.5880	0.7531	0.8678
No log	4.0513	474	0.7629	0.6038	0.7629	0.8735
No log	4.0684	476	0.7481	0.6040	0.7481	0.8649
No log	4.0855	478	0.7448	0.5975	0.7448	0.8630
No log	4.1026	480	0.7420	0.6118	0.7420	0.8614
No log	4.1197	482	0.7312	0.6399	0.7312	0.8551
No log	4.1368	484	0.7503	0.5699	0.7503	0.8662
No log	4.1538	486	0.7849	0.5965	0.7849	0.8860
No log	4.1709	488	0.8180	0.5982	0.8180	0.9044
No log	4.1880	490	0.8034	0.6151	0.8034	0.8963
No log	4.2051	492	0.7760	0.6348	0.7760	0.8809
No log	4.2222	494	0.7526	0.6217	0.7526	0.8675
No log	4.2393	496	0.7419	0.6578	0.7419	0.8613
No log	4.2564	498	0.7296	0.6521	0.7296	0.8542
0.4941	4.2735	500	0.7214	0.6457	0.7214	0.8494
0.4941	4.2906	502	0.7134	0.6466	0.7134	0.8446
0.4941	4.3077	504	0.7094	0.6516	0.7094	0.8423
0.4941	4.3248	506	0.7045	0.6465	0.7045	0.8393
0.4941	4.3419	508	0.7133	0.6352	0.7133	0.8446
0.4941	4.3590	510	0.7404	0.5994	0.7404	0.8605
0.4941	4.3761	512	0.7527	0.5836	0.7527	0.8676
0.4941	4.3932	514	0.7391	0.6086	0.7391	0.8597
0.4941	4.4103	516	0.7471	0.6242	0.7471	0.8644
0.4941	4.4274	518	0.7681	0.6080	0.7681	0.8764
0.4941	4.4444	520	0.7865	0.5742	0.7865	0.8869
0.4941	4.4615	522	0.7592	0.5921	0.7592	0.8713
0.4941	4.4786	524	0.7413	0.5977	0.7413	0.8610
0.4941	4.4957	526	0.7163	0.6371	0.7163	0.8463
0.4941	4.5128	528	0.7217	0.6325	0.7217	0.8495
0.4941	4.5299	530	0.7511	0.6074	0.7511	0.8667
0.4941	4.5470	532	0.7958	0.5648	0.7958	0.8921
0.4941	4.5641	534	0.7988	0.5649	0.7988	0.8938
0.4941	4.5812	536	0.7606	0.5505	0.7606	0.8721
0.4941	4.5983	538	0.7523	0.5530	0.7523	0.8674
0.4941	4.6154	540	0.7491	0.5787	0.7491	0.8655
0.4941	4.6325	542	0.7398	0.5733	0.7398	0.8601
0.4941	4.6496	544	0.7581	0.5908	0.7581	0.8707
0.4941	4.6667	546	0.7809	0.5987	0.7809	0.8837
0.4941	4.6838	548	0.7827	0.6330	0.7827	0.8847
0.4941	4.7009	550	0.7532	0.6246	0.7532	0.8679
0.4941	4.7179	552	0.7201	0.6337	0.7201	0.8486
0.4941	4.7350	554	0.7191	0.6324	0.7191	0.8480
0.4941	4.7521	556	0.7298	0.6231	0.7298	0.8543
0.4941	4.7692	558	0.7242	0.6668	0.7242	0.8510
0.4941	4.7863	560	0.7452	0.6383	0.7452	0.8633
0.4941	4.8034	562	0.8058	0.6516	0.8058	0.8976
0.4941	4.8205	564	0.8359	0.6462	0.8359	0.9143
0.4941	4.8376	566	0.8347	0.6386	0.8347	0.9136
0.4941	4.8547	568	0.7965	0.6479	0.7965	0.8924
0.4941	4.8718	570	0.7470	0.6212	0.7470	0.8643
0.4941	4.8889	572	0.7327	0.6351	0.7327	0.8560
0.4941	4.9060	574	0.7259	0.5932	0.7259	0.8520
0.4941	4.9231	576	0.7291	0.5823	0.7291	0.8539
0.4941	4.9402	578	0.7472	0.5671	0.7472	0.8644
0.4941	4.9573	580	0.7614	0.5828	0.7614	0.8726
0.4941	4.9744	582	0.7485	0.5744	0.7485	0.8651
0.4941	4.9915	584	0.7385	0.5962	0.7385	0.8594
0.4941	5.0085	586	0.7423	0.5973	0.7423	0.8616
0.4941	5.0256	588	0.7466	0.6056	0.7466	0.8641
0.4941	5.0427	590	0.7512	0.5721	0.7512	0.8667
0.4941	5.0598	592	0.7571	0.5721	0.7571	0.8701
0.4941	5.0769	594	0.7595	0.5963	0.7595	0.8715
0.4941	5.0940	596	0.7687	0.5857	0.7687	0.8768
0.4941	5.1111	598	0.7636	0.6103	0.7636	0.8738
0.4941	5.1282	600	0.7480	0.6133	0.7480	0.8649
0.4941	5.1453	602	0.7354	0.5883	0.7354	0.8576
0.4941	5.1624	604	0.7275	0.6206	0.7275	0.8529
0.4941	5.1795	606	0.7231	0.6319	0.7231	0.8504
0.4941	5.1966	608	0.7291	0.6242	0.7291	0.8539
0.4941	5.2137	610	0.7341	0.6372	0.7341	0.8568
0.4941	5.2308	612	0.7386	0.6396	0.7386	0.8594
0.4941	5.2479	614	0.7374	0.6430	0.7374	0.8587
0.4941	5.2650	616	0.7310	0.6080	0.7310	0.8550
0.4941	5.2821	618	0.7243	0.6278	0.7243	0.8511
0.4941	5.2991	620	0.7154	0.6436	0.7154	0.8458
0.4941	5.3162	622	0.7086	0.6363	0.7086	0.8418
0.4941	5.3333	624	0.7079	0.6609	0.7079	0.8414
0.4941	5.3504	626	0.7087	0.6271	0.7087	0.8418
0.4941	5.3675	628	0.7081	0.6271	0.7081	0.8415
0.4941	5.3846	630	0.7069	0.6432	0.7069	0.8408
0.4941	5.4017	632	0.7153	0.6419	0.7153	0.8457
0.4941	5.4188	634	0.7194	0.6419	0.7194	0.8482
0.4941	5.4359	636	0.7165	0.6228	0.7165	0.8464
0.4941	5.4530	638	0.7204	0.6484	0.7204	0.8488
0.4941	5.4701	640	0.7290	0.6186	0.7290	0.8538
0.4941	5.4872	642	0.7337	0.6186	0.7337	0.8566
0.4941	5.5043	644	0.7360	0.6186	0.7360	0.8579
0.4941	5.5214	646	0.7316	0.6489	0.7316	0.8553
0.4941	5.5385	648	0.7368	0.5925	0.7368	0.8584
0.4941	5.5556	650	0.7331	0.5925	0.7331	0.8562
0.4941	5.5726	652	0.7264	0.6256	0.7264	0.8523
0.4941	5.5897	654	0.7229	0.6321	0.7229	0.8503
0.4941	5.6068	656	0.7224	0.6372	0.7224	0.8500
0.4941	5.6239	658	0.7239	0.6472	0.7239	0.8508
0.4941	5.6410	660	0.7301	0.6024	0.7301	0.8544
0.4941	5.6581	662	0.7389	0.6133	0.7389	0.8596
0.4941	5.6752	664	0.7375	0.6133	0.7375	0.8588
0.4941	5.6923	666	0.7278	0.6184	0.7278	0.8531
0.4941	5.7094	668	0.7281	0.6184	0.7281	0.8533
0.4941	5.7265	670	0.7319	0.6184	0.7319	0.8555
0.4941	5.7436	672	0.7384	0.6133	0.7384	0.8593
0.4941	5.7607	674	0.7357	0.6046	0.7357	0.8577
0.4941	5.7778	676	0.7168	0.6326	0.7168	0.8467
0.4941	5.7949	678	0.7113	0.5902	0.7113	0.8434
0.4941	5.8120	680	0.7214	0.6084	0.7214	0.8494
0.4941	5.8291	682	0.7226	0.6068	0.7226	0.8500
0.4941	5.8462	684	0.7150	0.6209	0.7150	0.8456
0.4941	5.8632	686	0.7172	0.6573	0.7172	0.8469
0.4941	5.8803	688	0.7394	0.6107	0.7394	0.8599
0.4941	5.8974	690	0.7797	0.6487	0.7797	0.8830
0.4941	5.9145	692	0.7961	0.6554	0.7961	0.8923
0.4941	5.9316	694	0.7811	0.6562	0.7811	0.8838
0.4941	5.9487	696	0.7641	0.6654	0.7641	0.8741
0.4941	5.9658	698	0.7390	0.6451	0.7390	0.8596
0.4941	5.9829	700	0.7238	0.6279	0.7238	0.8508
0.4941	6.0	702	0.7075	0.6399	0.7075	0.8411
0.4941	6.0171	704	0.7103	0.6383	0.7103	0.8428
0.4941	6.0342	706	0.7319	0.6465	0.7319	0.8555
0.4941	6.0513	708	0.7409	0.6340	0.7409	0.8607
0.4941	6.0684	710	0.7641	0.6346	0.7641	0.8741
0.4941	6.0855	712	0.7945	0.6245	0.7945	0.8913
0.4941	6.1026	714	0.7958	0.6245	0.7958	0.8921
0.4941	6.1197	716	0.7746	0.6487	0.7746	0.8801
0.4941	6.1368	718	0.7363	0.6420	0.7363	0.8581
0.4941	6.1538	720	0.7035	0.6399	0.7035	0.8388
0.4941	6.1709	722	0.6933	0.6677	0.6933	0.8327
0.4941	6.1880	724	0.6953	0.6535	0.6953	0.8339
0.4941	6.2051	726	0.6981	0.6553	0.6981	0.8355
0.4941	6.2222	728	0.6920	0.6363	0.6920	0.8319
0.4941	6.2393	730	0.6938	0.6641	0.6938	0.8330
0.4941	6.2564	732	0.7178	0.6389	0.7178	0.8472
0.4941	6.2735	734	0.7436	0.6449	0.7436	0.8623
0.4941	6.2906	736	0.7696	0.6557	0.7696	0.8772
0.4941	6.3077	738	0.7806	0.6557	0.7806	0.8835
0.4941	6.3248	740	0.7848	0.6629	0.7848	0.8859
0.4941	6.3419	742	0.7941	0.6596	0.7941	0.8911
0.4941	6.3590	744	0.7814	0.6683	0.7814	0.8840
0.4941	6.3761	746	0.7593	0.6718	0.7593	0.8714
0.4941	6.3932	748	0.7519	0.6676	0.7519	0.8671
0.4941	6.4103	750	0.7565	0.6602	0.7565	0.8698
0.4941	6.4274	752	0.7591	0.6656	0.7591	0.8712
0.4941	6.4444	754	0.7423	0.6757	0.7423	0.8616
0.4941	6.4615	756	0.7400	0.6692	0.7400	0.8602
0.4941	6.4786	758	0.7260	0.6622	0.7260	0.8521
0.4941	6.4957	760	0.7213	0.6553	0.7213	0.8493
0.4941	6.5128	762	0.7294	0.6553	0.7294	0.8540
0.4941	6.5299	764	0.7213	0.6553	0.7213	0.8493
0.4941	6.5470	766	0.7205	0.6553	0.7205	0.8488
0.4941	6.5641	768	0.7263	0.6570	0.7263	0.8523
0.4941	6.5812	770	0.7368	0.6620	0.7368	0.8583
0.4941	6.5983	772	0.7554	0.6701	0.7554	0.8691
0.4941	6.6154	774	0.7637	0.6766	0.7637	0.8739
0.4941	6.6325	776	0.7636	0.6629	0.7636	0.8738
0.4941	6.6496	778	0.7528	0.6646	0.7528	0.8677
0.4941	6.6667	780	0.7455	0.6625	0.7455	0.8634
0.4941	6.6838	782	0.7231	0.6431	0.7231	0.8504
0.4941	6.7009	784	0.7224	0.6480	0.7224	0.8499
0.4941	6.7179	786	0.7301	0.6439	0.7301	0.8545
0.4941	6.7350	788	0.7614	0.6243	0.7614	0.8726
0.4941	6.7521	790	0.8065	0.6292	0.8065	0.8981
0.4941	6.7692	792	0.8326	0.6283	0.8326	0.9124
0.4941	6.7863	794	0.8340	0.6384	0.8340	0.9132
0.4941	6.8034	796	0.8074	0.6283	0.8074	0.8986
0.4941	6.8205	798	0.7739	0.6188	0.7739	0.8797
0.4941	6.8376	800	0.7591	0.6212	0.7591	0.8713
0.4941	6.8547	802	0.7514	0.6309	0.7514	0.8668
0.4941	6.8718	804	0.7531	0.6309	0.7531	0.8678
0.4941	6.8889	806	0.7695	0.6349	0.7695	0.8772
0.4941	6.9060	808	0.7943	0.6408	0.7943	0.8912
0.4941	6.9231	810	0.8314	0.6444	0.8314	0.9118
0.4941	6.9402	812	0.8460	0.6531	0.8460	0.9198
0.4941	6.9573	814	0.8308	0.6315	0.8308	0.9115
0.4941	6.9744	816	0.8114	0.6292	0.8114	0.9008
0.4941	6.9915	818	0.7862	0.6434	0.7862	0.8867
0.4941	7.0085	820	0.7673	0.6389	0.7673	0.8759
0.4941	7.0256	822	0.7581	0.6317	0.7581	0.8707
0.4941	7.0427	824	0.7498	0.6382	0.7498	0.8659
0.4941	7.0598	826	0.7397	0.6375	0.7397	0.8600
0.4941	7.0769	828	0.7330	0.6409	0.7330	0.8561
0.4941	7.0940	830	0.7374	0.6308	0.7374	0.8587
0.4941	7.1111	832	0.7511	0.6212	0.7511	0.8667
0.4941	7.1282	834	0.7816	0.6324	0.7816	0.8841
0.4941	7.1453	836	0.7976	0.6183	0.7976	0.8931
0.4941	7.1624	838	0.8134	0.6108	0.8134	0.9019
0.4941	7.1795	840	0.8283	0.6180	0.8283	0.9101
0.4941	7.1966	842	0.8383	0.6219	0.8383	0.9156
0.4941	7.2137	844	0.8332	0.6147	0.8332	0.9128
0.4941	7.2308	846	0.8297	0.6147	0.8297	0.9109
0.4941	7.2479	848	0.8062	0.6001	0.8062	0.8979
0.4941	7.2650	850	0.7870	0.6307	0.7870	0.8871
0.4941	7.2821	852	0.7797	0.6386	0.7797	0.8830
0.4941	7.2991	854	0.7614	0.6363	0.7614	0.8726
0.4941	7.3162	856	0.7391	0.6269	0.7391	0.8597
0.4941	7.3333	858	0.7365	0.6139	0.7365	0.8582
0.4941	7.3504	860	0.7476	0.6139	0.7476	0.8647
0.4941	7.3675	862	0.7649	0.6293	0.7649	0.8746
0.4941	7.3846	864	0.7706	0.6363	0.7706	0.8779
0.4941	7.4017	866	0.7822	0.6300	0.7822	0.8844
0.4941	7.4188	868	0.7998	0.6174	0.7998	0.8943
0.4941	7.4359	870	0.8025	0.6174	0.8025	0.8958
0.4941	7.4530	872	0.7872	0.6254	0.7872	0.8872
0.4941	7.4701	874	0.7802	0.6254	0.7802	0.8833
0.4941	7.4872	876	0.7810	0.6254	0.7810	0.8837
0.4941	7.5043	878	0.7801	0.6063	0.7801	0.8832
0.4941	7.5214	880	0.7854	0.6063	0.7854	0.8863
0.4941	7.5385	882	0.7799	0.6063	0.7799	0.8831
0.4941	7.5556	884	0.7769	0.6063	0.7769	0.8814
0.4941	7.5726	886	0.7758	0.6068	0.7758	0.8808
0.4941	7.5897	888	0.7867	0.6068	0.7867	0.8870
0.4941	7.6068	890	0.8052	0.6165	0.8052	0.8973
0.4941	7.6239	892	0.8058	0.6180	0.8058	0.8976
0.4941	7.6410	894	0.8038	0.6251	0.8038	0.8965
0.4941	7.6581	896	0.7912	0.6180	0.7912	0.8895
0.4941	7.6752	898	0.7819	0.6230	0.7819	0.8842
0.4941	7.6923	900	0.7594	0.6201	0.7594	0.8714
0.4941	7.7094	902	0.7407	0.6410	0.7407	0.8607
0.4941	7.7265	904	0.7360	0.6410	0.7360	0.8579
0.4941	7.7436	906	0.7318	0.6410	0.7318	0.8554
0.4941	7.7607	908	0.7352	0.6410	0.7352	0.8574
0.4941	7.7778	910	0.7519	0.6478	0.7519	0.8671
0.4941	7.7949	912	0.7693	0.6574	0.7693	0.8771
0.4941	7.8120	914	0.7948	0.6504	0.7948	0.8915
0.4941	7.8291	916	0.8089	0.6414	0.8089	0.8994
0.4941	7.8462	918	0.8150	0.6324	0.8150	0.9028
0.4941	7.8632	920	0.8100	0.6324	0.8100	0.9000
0.4941	7.8803	922	0.7956	0.6377	0.7956	0.8920
0.4941	7.8974	924	0.7692	0.6545	0.7692	0.8770
0.4941	7.9145	926	0.7439	0.6756	0.7439	0.8625
0.4941	7.9316	928	0.7367	0.6774	0.7367	0.8583
0.4941	7.9487	930	0.7324	0.6708	0.7324	0.8558
0.4941	7.9658	932	0.7242	0.6658	0.7242	0.8510
0.4941	7.9829	934	0.7178	0.6677	0.7178	0.8472
0.4941	8.0	936	0.7173	0.6640	0.7173	0.8469
0.4941	8.0171	938	0.7274	0.6654	0.7274	0.8529
0.4941	8.0342	940	0.7466	0.6478	0.7466	0.8641
0.4941	8.0513	942	0.7657	0.6356	0.7657	0.8750
0.4941	8.0684	944	0.7814	0.6254	0.7814	0.8840
0.4941	8.0855	946	0.7847	0.6254	0.7847	0.8859
0.4941	8.1026	948	0.7759	0.6215	0.7759	0.8809
0.4941	8.1197	950	0.7702	0.6145	0.7702	0.8776
0.4941	8.1368	952	0.7603	0.6145	0.7603	0.8719
0.4941	8.1538	954	0.7445	0.6277	0.7445	0.8628
0.4941	8.1709	956	0.7252	0.6504	0.7252	0.8516
0.4941	8.1880	958	0.7074	0.6650	0.7074	0.8411
0.4941	8.2051	960	0.7026	0.6474	0.7026	0.8382
0.4941	8.2222	962	0.7079	0.6563	0.7079	0.8414
0.4941	8.2393	964	0.7182	0.6512	0.7182	0.8475
0.4941	8.2564	966	0.7327	0.6478	0.7327	0.8560
0.4941	8.2735	968	0.7498	0.6402	0.7498	0.8659
0.4941	8.2906	970	0.7705	0.6224	0.7705	0.8778
0.4941	8.3077	972	0.7950	0.6215	0.7950	0.8916
0.4941	8.3248	974	0.8094	0.6239	0.8094	0.8996
0.4941	8.3419	976	0.7994	0.6254	0.7994	0.8941
0.4941	8.3590	978	0.7841	0.6145	0.7841	0.8855
0.4941	8.3761	980	0.7657	0.6277	0.7657	0.8750
0.4941	8.3932	982	0.7475	0.6402	0.7475	0.8646
0.4941	8.4103	984	0.7409	0.6504	0.7409	0.8607
0.4941	8.4274	986	0.7404	0.6402	0.7404	0.8605
0.4941	8.4444	988	0.7521	0.6224	0.7521	0.8672
0.4941	8.4615	990	0.7740	0.6145	0.7740	0.8798
0.4941	8.4786	992	0.7915	0.6063	0.7915	0.8896
0.4941	8.4957	994	0.8142	0.6118	0.8142	0.9023
0.4941	8.5128	996	0.8292	0.6156	0.8292	0.9106
0.4941	8.5299	998	0.8412	0.6156	0.8412	0.9172
0.0764	8.5470	1000	0.8410	0.6075	0.8410	0.9171
0.0764	8.5641	1002	0.8283	0.6075	0.8283	0.9101
0.0764	8.5812	1004	0.8097	0.6010	0.8097	0.8999
0.0764	8.5983	1006	0.7952	0.6010	0.7952	0.8917
0.0764	8.6154	1008	0.7808	0.6155	0.7808	0.8837
0.0764	8.6325	1010	0.7796	0.6155	0.7796	0.8830
0.0764	8.6496	1012	0.7827	0.6155	0.7827	0.8847
0.0764	8.6667	1014	0.7850	0.6155	0.7850	0.8860
0.0764	8.6838	1016	0.7916	0.6054	0.7916	0.8897
0.0764	8.7009	1018	0.7888	0.6054	0.7888	0.8881
0.0764	8.7179	1020	0.7826	0.6236	0.7826	0.8846
0.0764	8.7350	1022	0.7797	0.6339	0.7797	0.8830
0.0764	8.7521	1024	0.7771	0.6418	0.7771	0.8815
0.0764	8.7692	1026	0.7713	0.6426	0.7713	0.8782
0.0764	8.7863	1028	0.7658	0.6504	0.7658	0.8751
0.0764	8.8034	1030	0.7670	0.6542	0.7670	0.8758
0.0764	8.8205	1032	0.7639	0.6542	0.7639	0.8740
0.0764	8.8376	1034	0.7557	0.6504	0.7557	0.8693
0.0764	8.8547	1036	0.7423	0.6504	0.7423	0.8616
0.0764	8.8718	1038	0.7311	0.6504	0.7311	0.8551
0.0764	8.8889	1040	0.7279	0.6529	0.7279	0.8532
0.0764	8.9060	1042	0.7339	0.6504	0.7339	0.8567
0.0764	8.9231	1044	0.7436	0.6542	0.7436	0.8623
0.0764	8.9402	1046	0.7548	0.6581	0.7548	0.8688
0.0764	8.9573	1048	0.7612	0.6581	0.7612	0.8725
0.0764	8.9744	1050	0.7713	0.6355	0.7713	0.8782
0.0764	8.9915	1052	0.7859	0.6424	0.7859	0.8865
0.0764	9.0085	1054	0.7928	0.6408	0.7928	0.8904
0.0764	9.0256	1056	0.7937	0.6408	0.7937	0.8909
0.0764	9.0427	1058	0.7938	0.6408	0.7938	0.8909
0.0764	9.0598	1060	0.7858	0.6424	0.7858	0.8865
0.0764	9.0769	1062	0.7780	0.6432	0.7780	0.8820
0.0764	9.0940	1064	0.7666	0.6479	0.7666	0.8756
0.0764	9.1111	1066	0.7531	0.6581	0.7531	0.8678
0.0764	9.1282	1068	0.7466	0.6542	0.7466	0.8641
0.0764	9.1453	1070	0.7416	0.6473	0.7416	0.8612
0.0764	9.1624	1072	0.7379	0.6435	0.7379	0.8590
0.0764	9.1795	1074	0.7379	0.6435	0.7379	0.8590
0.0764	9.1966	1076	0.7428	0.6473	0.7428	0.8619
0.0764	9.2137	1078	0.7460	0.6542	0.7460	0.8637
0.0764	9.2308	1080	0.7505	0.6542	0.7505	0.8663
0.0764	9.2479	1082	0.7528	0.6542	0.7528	0.8677
0.0764	9.2650	1084	0.7547	0.6542	0.7547	0.8687
0.0764	9.2821	1086	0.7590	0.6542	0.7590	0.8712
0.0764	9.2991	1088	0.7595	0.6440	0.7595	0.8715
0.0764	9.3162	1090	0.7607	0.6440	0.7607	0.8722
0.0764	9.3333	1092	0.7687	0.6440	0.7687	0.8768
0.0764	9.3504	1094	0.7741	0.6440	0.7741	0.8798
0.0764	9.3675	1096	0.7794	0.6479	0.7794	0.8828
0.0764	9.3846	1098	0.7825	0.6479	0.7825	0.8846
0.0764	9.4017	1100	0.7889	0.6416	0.7889	0.8882
0.0764	9.4188	1102	0.7929	0.6361	0.7929	0.8905
0.0764	9.4359	1104	0.7981	0.6361	0.7981	0.8933
0.0764	9.4530	1106	0.8013	0.6361	0.8013	0.8952
0.0764	9.4701	1108	0.8003	0.6361	0.8003	0.8946
0.0764	9.4872	1110	0.7990	0.6361	0.7990	0.8939
0.0764	9.5043	1112	0.7974	0.6361	0.7974	0.8930
0.0764	9.5214	1114	0.7941	0.6361	0.7941	0.8911
0.0764	9.5385	1116	0.7910	0.6361	0.7910	0.8894
0.0764	9.5556	1118	0.7856	0.6408	0.7856	0.8863
0.0764	9.5726	1120	0.7776	0.6487	0.7776	0.8818
0.0764	9.5897	1122	0.7691	0.6504	0.7691	0.8770
0.0764	9.6068	1124	0.7611	0.6542	0.7611	0.8724
0.0764	9.6239	1126	0.7543	0.6542	0.7543	0.8685
0.0764	9.6410	1128	0.7492	0.6542	0.7492	0.8656
0.0764	9.6581	1130	0.7453	0.6504	0.7453	0.8633
0.0764	9.6752	1132	0.7446	0.6504	0.7446	0.8629
0.0764	9.6923	1134	0.7427	0.6435	0.7427	0.8618
0.0764	9.7094	1136	0.7420	0.6435	0.7420	0.8614
0.0764	9.7265	1138	0.7408	0.6451	0.7408	0.8607
0.0764	9.7436	1140	0.7400	0.6451	0.7400	0.8602
0.0764	9.7607	1142	0.7401	0.6451	0.7401	0.8603
0.0764	9.7778	1144	0.7402	0.6451	0.7402	0.8603
0.0764	9.7949	1146	0.7412	0.6435	0.7412	0.8609
0.0764	9.8120	1148	0.7422	0.6435	0.7422	0.8615
0.0764	9.8291	1150	0.7423	0.6435	0.7423	0.8616
0.0764	9.8462	1152	0.7433	0.6504	0.7433	0.8621
0.0764	9.8632	1154	0.7447	0.6504	0.7447	0.8629
0.0764	9.8803	1156	0.7463	0.6504	0.7463	0.8639
0.0764	9.8974	1158	0.7478	0.6504	0.7478	0.8647
0.0764	9.9145	1160	0.7486	0.6504	0.7486	0.8652
0.0764	9.9316	1162	0.7491	0.6504	0.7491	0.8655
0.0764	9.9487	1164	0.7497	0.6504	0.7497	0.8658
0.0764	9.9658	1166	0.7499	0.6504	0.7499	0.8659
0.0764	9.9829	1168	0.7498	0.6504	0.7498	0.8659
0.0764	10.0	1170	0.7497	0.6504	0.7497	0.8659

Framework versions

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