ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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: 1.0089
• Qwk: 0.6571
• Mse: 1.0089
• Rmse: 1.0045

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	0.0157	2	6.7476	0.0176	6.7476	2.5976
No log	0.0315	4	4.4495	0.0658	4.4495	2.1094
No log	0.0472	6	2.7180	0.0387	2.7180	1.6486
No log	0.0630	8	2.9479	0.0127	2.9479	1.7169
No log	0.0787	10	2.5987	0.0559	2.5987	1.6121
No log	0.0945	12	1.9367	0.1905	1.9367	1.3917
No log	0.1102	14	2.2068	0.0348	2.2068	1.4855
No log	0.1260	16	2.2904	-0.0667	2.2904	1.5134
No log	0.1417	18	2.1190	0.1143	2.1190	1.4557
No log	0.1575	20	1.8157	0.0784	1.8157	1.3475
No log	0.1732	22	1.6213	0.0396	1.6213	1.2733
No log	0.1890	24	1.6959	0.2545	1.6959	1.3023
No log	0.2047	26	1.9748	0.2362	1.9748	1.4053
No log	0.2205	28	1.9621	0.2742	1.9621	1.4007
No log	0.2362	30	1.8979	0.3248	1.8979	1.3777
No log	0.2520	32	1.7462	0.2545	1.7462	1.3214
No log	0.2677	34	1.6603	0.1887	1.6603	1.2885
No log	0.2835	36	1.6129	0.1887	1.6129	1.2700
No log	0.2992	38	1.5563	0.1714	1.5563	1.2475
No log	0.3150	40	1.5138	0.2075	1.5138	1.2304
No log	0.3307	42	1.4520	0.3243	1.4520	1.2050
No log	0.3465	44	1.4571	0.3860	1.4571	1.2071
No log	0.3622	46	1.4867	0.3333	1.4867	1.2193
No log	0.3780	48	1.5321	0.2857	1.5321	1.2378
No log	0.3937	50	1.3716	0.4034	1.3716	1.1711
No log	0.4094	52	1.1846	0.4746	1.1846	1.0884
No log	0.4252	54	1.1609	0.5323	1.1609	1.0774
No log	0.4409	56	1.1297	0.6119	1.1297	1.0629
No log	0.4567	58	1.1275	0.6901	1.1275	1.0618
No log	0.4724	60	1.1072	0.6338	1.1072	1.0523
No log	0.4882	62	1.0840	0.6197	1.0840	1.0412
No log	0.5039	64	1.2192	0.5271	1.2192	1.1042
No log	0.5197	66	1.3331	0.4769	1.3331	1.1546
No log	0.5354	68	1.3377	0.4733	1.3377	1.1566
No log	0.5512	70	1.2113	0.4882	1.2113	1.1006
No log	0.5669	72	1.3774	0.4265	1.3774	1.1736
No log	0.5827	74	1.5961	0.3916	1.5961	1.2634
No log	0.5984	76	1.4734	0.4930	1.4734	1.2138
No log	0.6142	78	1.1691	0.5401	1.1691	1.0812
No log	0.6299	80	1.0496	0.6324	1.0496	1.0245
No log	0.6457	82	1.1141	0.5899	1.1141	1.0555
No log	0.6614	84	1.0994	0.5985	1.0994	1.0485
No log	0.6772	86	1.0054	0.6316	1.0054	1.0027
No log	0.6929	88	0.9936	0.6176	0.9936	0.9968
No log	0.7087	90	1.1270	0.6364	1.1270	1.0616
No log	0.7244	92	1.0485	0.6914	1.0485	1.0240
No log	0.7402	94	0.8755	0.6923	0.8755	0.9357
No log	0.7559	96	0.7653	0.7261	0.7653	0.8748
No log	0.7717	98	0.8000	0.7342	0.8000	0.8944
No log	0.7874	100	0.8165	0.7179	0.8165	0.9036
No log	0.8031	102	0.7815	0.7421	0.7815	0.8840
No log	0.8189	104	0.7200	0.7417	0.7200	0.8485
No log	0.8346	106	0.7663	0.6906	0.7663	0.8754
No log	0.8504	108	0.9254	0.6842	0.9254	0.9620
No log	0.8661	110	1.2684	0.5316	1.2684	1.1262
No log	0.8819	112	1.6158	0.4762	1.6158	1.2711
No log	0.8976	114	1.5963	0.4403	1.5963	1.2634
No log	0.9134	116	1.4229	0.5	1.4229	1.1929
No log	0.9291	118	1.2917	0.5034	1.2917	1.1365
No log	0.9449	120	1.1018	0.5324	1.1018	1.0497
No log	0.9606	122	0.9453	0.6176	0.9453	0.9723
No log	0.9764	124	0.8859	0.6567	0.8859	0.9412
No log	0.9921	126	0.8724	0.6466	0.8724	0.9340
No log	1.0079	128	0.8715	0.6519	0.8715	0.9336
No log	1.0236	130	0.9026	0.6528	0.9026	0.9500
No log	1.0394	132	0.9271	0.6528	0.9271	0.9629
No log	1.0551	134	0.9018	0.6434	0.9018	0.9496
No log	1.0709	136	0.9301	0.6197	0.9301	0.9644
No log	1.0866	138	0.9192	0.6471	0.9192	0.9587
No log	1.1024	140	0.9778	0.6331	0.9778	0.9888
No log	1.1181	142	1.0956	0.6119	1.0956	1.0467
No log	1.1339	144	1.3024	0.528	1.3024	1.1412
No log	1.1496	146	1.3144	0.528	1.3144	1.1465
No log	1.1654	148	1.2343	0.5	1.2343	1.1110
No log	1.1811	150	1.1576	0.6040	1.1576	1.0759
No log	1.1969	152	1.0919	0.6184	1.0919	1.0450
No log	1.2126	154	1.0689	0.6184	1.0689	1.0339
No log	1.2283	156	0.9273	0.6197	0.9273	0.9629
No log	1.2441	158	0.8164	0.6809	0.8164	0.9035
No log	1.2598	160	0.7740	0.6809	0.7740	0.8797
No log	1.2756	162	0.8418	0.7075	0.8418	0.9175
No log	1.2913	164	0.9663	0.6951	0.9663	0.9830
No log	1.3071	166	0.9565	0.7176	0.9565	0.9780
No log	1.3228	168	0.8254	0.7134	0.8254	0.9085
No log	1.3386	170	0.6899	0.7152	0.6899	0.8306
No log	1.3543	172	0.6544	0.7211	0.6544	0.8090
No log	1.3701	174	0.6830	0.7660	0.6830	0.8264
No log	1.3858	176	0.6938	0.7448	0.6938	0.8330
No log	1.4016	178	0.7371	0.6714	0.7371	0.8585
No log	1.4173	180	0.7904	0.6849	0.7904	0.8890
No log	1.4331	182	0.8071	0.6939	0.8071	0.8984
No log	1.4488	184	0.8456	0.7123	0.8456	0.9195
No log	1.4646	186	0.8665	0.6389	0.8665	0.9308
No log	1.4803	188	0.9047	0.6531	0.9047	0.9512
No log	1.4961	190	0.9187	0.5735	0.9187	0.9585
No log	1.5118	192	0.9051	0.6061	0.9051	0.9514
No log	1.5276	194	0.9118	0.5984	0.9118	0.9549
No log	1.5433	196	0.9212	0.5984	0.9212	0.9598
No log	1.5591	198	0.9872	0.5938	0.9872	0.9936
No log	1.5748	200	1.1182	0.625	1.1182	1.0575
No log	1.5906	202	1.1503	0.625	1.1503	1.0725
No log	1.6063	204	1.1350	0.625	1.1350	1.0653
No log	1.6220	206	1.1304	0.625	1.1304	1.0632
No log	1.6378	208	1.0784	0.6061	1.0784	1.0385
No log	1.6535	210	1.0458	0.6047	1.0458	1.0226
No log	1.6693	212	1.0319	0.6107	1.0319	1.0158
No log	1.6850	214	0.9397	0.6015	0.9397	0.9694
No log	1.7008	216	0.8868	0.6438	0.8868	0.9417
No log	1.7165	218	0.8409	0.6531	0.8409	0.9170
No log	1.7323	220	0.7305	0.7123	0.7305	0.8547
No log	1.7480	222	0.6681	0.7190	0.6681	0.8174
No log	1.7638	224	0.6855	0.7105	0.6855	0.8280
No log	1.7795	226	0.6904	0.7248	0.6904	0.8309
No log	1.7953	228	0.6419	0.7324	0.6419	0.8012
No log	1.8110	230	0.6621	0.7517	0.6621	0.8137
No log	1.8268	232	0.7824	0.6933	0.7824	0.8846
No log	1.8425	234	0.9561	0.6335	0.9561	0.9778
No log	1.8583	236	0.8530	0.6757	0.8530	0.9236
No log	1.8740	238	0.8325	0.6897	0.8325	0.9124
No log	1.8898	240	0.8645	0.6757	0.8645	0.9298
No log	1.9055	242	0.8235	0.6933	0.8235	0.9075
No log	1.9213	244	0.7505	0.72	0.7505	0.8663
No log	1.9370	246	0.6972	0.7467	0.6972	0.8350
No log	1.9528	248	0.7108	0.6980	0.7108	0.8431
No log	1.9685	250	0.7176	0.7152	0.7176	0.8471
No log	1.9843	252	0.7676	0.6933	0.7676	0.8761
No log	2.0	254	0.8590	0.7044	0.8590	0.9268
No log	2.0157	256	0.9153	0.7219	0.9153	0.9567
No log	2.0315	258	0.8688	0.7044	0.8688	0.9321
No log	2.0472	260	0.9048	0.6667	0.9048	0.9512
No log	2.0630	262	0.8551	0.6575	0.8551	0.9247
No log	2.0787	264	0.7726	0.6849	0.7726	0.8790
No log	2.0945	266	0.7507	0.6944	0.7507	0.8664
No log	2.1102	268	0.8067	0.6667	0.8067	0.8981
No log	2.1260	270	0.9034	0.6933	0.9034	0.9505
No log	2.1417	272	0.8211	0.7020	0.8211	0.9062
No log	2.1575	274	0.6471	0.75	0.6471	0.8044
No log	2.1732	276	0.6365	0.7763	0.6365	0.7978
No log	2.1890	278	0.6340	0.7808	0.6340	0.7963
No log	2.2047	280	0.7498	0.7342	0.7498	0.8659
No log	2.2205	282	0.9466	0.6708	0.9466	0.9729
No log	2.2362	284	1.0087	0.6708	1.0087	1.0043
No log	2.2520	286	0.9462	0.6577	0.9462	0.9727
No log	2.2677	288	0.8860	0.6615	0.8860	0.9413
No log	2.2835	290	0.9098	0.608	0.9098	0.9538
No log	2.2992	292	0.8791	0.608	0.8791	0.9376
No log	2.3150	294	0.7901	0.6765	0.7901	0.8889
No log	2.3307	296	0.7114	0.6963	0.7114	0.8435
No log	2.3465	298	0.6800	0.7586	0.6800	0.8246
No log	2.3622	300	0.7134	0.7297	0.7134	0.8446
No log	2.3780	302	0.7956	0.7179	0.7956	0.8919
No log	2.3937	304	0.7636	0.7044	0.7636	0.8738
No log	2.4094	306	0.6987	0.7333	0.6987	0.8359
No log	2.4252	308	0.6421	0.7862	0.6421	0.8013
No log	2.4409	310	0.6429	0.7651	0.6429	0.8018
No log	2.4567	312	0.7368	0.725	0.7368	0.8584
No log	2.4724	314	0.7815	0.725	0.7815	0.8840
No log	2.4882	316	0.7388	0.7261	0.7388	0.8595
No log	2.5039	318	0.6717	0.7429	0.6717	0.8196
No log	2.5197	320	0.6596	0.7194	0.6596	0.8122
No log	2.5354	322	0.6586	0.7194	0.6586	0.8115
No log	2.5512	324	0.7027	0.7712	0.7027	0.8383
No log	2.5669	326	0.7698	0.7451	0.7698	0.8774
No log	2.5827	328	0.7843	0.7333	0.7843	0.8856
No log	2.5984	330	0.7600	0.7413	0.7600	0.8718
No log	2.6142	332	0.7772	0.7092	0.7772	0.8816
No log	2.6299	334	0.7824	0.6857	0.7824	0.8845
No log	2.6457	336	0.7522	0.6993	0.7522	0.8673
No log	2.6614	338	0.7444	0.7310	0.7444	0.8628
No log	2.6772	340	0.7563	0.7355	0.7563	0.8697
No log	2.6929	342	0.7765	0.7237	0.7765	0.8812
No log	2.7087	344	0.7644	0.6897	0.7644	0.8743
No log	2.7244	346	0.7717	0.6950	0.7717	0.8785
No log	2.7402	348	0.7808	0.7143	0.7808	0.8836
No log	2.7559	350	0.7862	0.6061	0.7862	0.8867
No log	2.7717	352	0.7544	0.6569	0.7544	0.8686
No log	2.7874	354	0.7285	0.7083	0.7285	0.8535
No log	2.8031	356	0.8654	0.6835	0.8654	0.9302
No log	2.8189	358	1.1114	0.6375	1.1114	1.0542
No log	2.8346	360	1.1461	0.5714	1.1461	1.0706
No log	2.8504	362	1.0768	0.5839	1.0768	1.0377
No log	2.8661	364	0.9592	0.6197	0.9592	0.9794
No log	2.8819	366	0.8378	0.7059	0.8378	0.9153
No log	2.8976	368	0.6902	0.7532	0.6902	0.8308
No log	2.9134	370	0.6267	0.7550	0.6267	0.7916
No log	2.9291	372	0.6066	0.7875	0.6066	0.7788
No log	2.9449	374	0.6462	0.7515	0.6462	0.8038
No log	2.9606	376	0.7006	0.7239	0.7006	0.8370
No log	2.9764	378	0.7227	0.7285	0.7227	0.8501
No log	2.9921	380	0.7232	0.7042	0.7232	0.8504
No log	3.0079	382	0.7255	0.7101	0.7255	0.8518
No log	3.0236	384	0.7572	0.6667	0.7572	0.8702
No log	3.0394	386	0.7722	0.6667	0.7722	0.8788
No log	3.0551	388	0.8516	0.6377	0.8516	0.9228
No log	3.0709	390	1.1168	0.625	1.1168	1.0568
No log	3.0866	392	1.2083	0.6071	1.2083	1.0992
No log	3.1024	394	1.0425	0.6579	1.0425	1.0210
No log	3.1181	396	0.8653	0.6331	0.8653	0.9302
No log	3.1339	398	0.7608	0.6815	0.7608	0.8722
No log	3.1496	400	0.7161	0.6957	0.7161	0.8462
No log	3.1654	402	0.7151	0.7162	0.7151	0.8456
No log	3.1811	404	0.7213	0.7403	0.7213	0.8493
No log	3.1969	406	0.6768	0.7517	0.6768	0.8227
No log	3.2126	408	0.6311	0.7671	0.6311	0.7944
No log	3.2283	410	0.6390	0.7671	0.6390	0.7993
No log	3.2441	412	0.6131	0.7763	0.6131	0.7830
No log	3.2598	414	0.6540	0.7683	0.6540	0.8087
No log	3.2756	416	0.6825	0.7602	0.6825	0.8261
No log	3.2913	418	0.6939	0.7602	0.6939	0.8330
No log	3.3071	420	0.7144	0.7602	0.7144	0.8452
No log	3.3228	422	0.6674	0.7547	0.6674	0.8170
No log	3.3386	424	0.6183	0.7724	0.6183	0.7863
No log	3.3543	426	0.6171	0.7639	0.6171	0.7856
No log	3.3701	428	0.6240	0.7376	0.6240	0.7899
No log	3.3858	430	0.6200	0.7518	0.6200	0.7874
No log	3.4016	432	0.6949	0.7105	0.6949	0.8336
No log	3.4173	434	0.7978	0.7037	0.7978	0.8932
No log	3.4331	436	0.8666	0.6994	0.8666	0.9309
No log	3.4488	438	0.8522	0.6875	0.8522	0.9231
No log	3.4646	440	0.8534	0.7067	0.8534	0.9238
No log	3.4803	442	0.8315	0.6912	0.8315	0.9119
No log	3.4961	444	0.8271	0.6912	0.8271	0.9095
No log	3.5118	446	0.7994	0.6963	0.7994	0.8941
No log	3.5276	448	0.7609	0.6866	0.7609	0.8723
No log	3.5433	450	0.7005	0.6870	0.7005	0.8370
No log	3.5591	452	0.6735	0.7059	0.6735	0.8206
No log	3.5748	454	0.6452	0.7483	0.6452	0.8033
No log	3.5906	456	0.6662	0.7692	0.6662	0.8162
No log	3.6063	458	0.8036	0.7160	0.8036	0.8965
No log	3.6220	460	0.8490	0.7073	0.8490	0.9214
No log	3.6378	462	0.8641	0.7089	0.8641	0.9296
No log	3.6535	464	0.7650	0.7059	0.7650	0.8747
No log	3.6693	466	0.7592	0.6763	0.7592	0.8713
No log	3.6850	468	0.8129	0.6567	0.8129	0.9016
No log	3.7008	470	0.8243	0.7	0.8243	0.9079
No log	3.7165	472	0.7868	0.7007	0.7868	0.8870
No log	3.7323	474	0.7357	0.7007	0.7357	0.8577
No log	3.7480	476	0.6900	0.7101	0.6900	0.8307
No log	3.7638	478	0.7058	0.7222	0.7058	0.8401
No log	3.7795	480	0.7777	0.72	0.7777	0.8819
No log	3.7953	482	0.8771	0.7006	0.8771	0.9365
No log	3.8110	484	0.8783	0.7006	0.8783	0.9372
No log	3.8268	486	0.8391	0.7114	0.8391	0.9160
No log	3.8425	488	0.7424	0.72	0.7424	0.8617
No log	3.8583	490	0.6817	0.7143	0.6817	0.8256
No log	3.8740	492	0.6616	0.7391	0.6616	0.8134
No log	3.8898	494	0.6501	0.7518	0.6501	0.8063
No log	3.9055	496	0.6832	0.7467	0.6832	0.8265
No log	3.9213	498	0.8120	0.6887	0.8120	0.9011
0.5022	3.9370	500	0.8731	0.6626	0.8731	0.9344
0.5022	3.9528	502	0.8865	0.6626	0.8865	0.9416
0.5022	3.9685	504	0.7980	0.7105	0.7980	0.8933
0.5022	3.9843	506	0.7507	0.7211	0.7507	0.8664
0.5022	4.0	508	0.7491	0.6567	0.7491	0.8655
0.5022	4.0157	510	0.7777	0.6716	0.7777	0.8819
0.5022	4.0315	512	0.8161	0.6667	0.8161	0.9034
0.5022	4.0472	514	0.8460	0.6667	0.8460	0.9198
0.5022	4.0630	516	0.8101	0.6519	0.8101	0.9001
0.5022	4.0787	518	0.7940	0.6519	0.7940	0.8911
0.5022	4.0945	520	0.7703	0.6715	0.7703	0.8777
0.5022	4.1102	522	0.7651	0.6944	0.7651	0.8747
0.5022	4.1260	524	0.7433	0.7190	0.7433	0.8622
0.5022	4.1417	526	0.6613	0.75	0.6613	0.8132
0.5022	4.1575	528	0.6209	0.7183	0.6209	0.7880
0.5022	4.1732	530	0.6448	0.7246	0.6448	0.8030
0.5022	4.1890	532	0.6808	0.7183	0.6808	0.8251
0.5022	4.2047	534	0.7713	0.72	0.7713	0.8782
0.5022	4.2205	536	0.9166	0.6797	0.9166	0.9574
0.5022	4.2362	538	0.9720	0.6988	0.9720	0.9859
0.5022	4.2520	540	0.9174	0.7006	0.9174	0.9578
0.5022	4.2677	542	0.7530	0.7368	0.7530	0.8678
0.5022	4.2835	544	0.6879	0.7123	0.6879	0.8294
0.5022	4.2992	546	0.6944	0.6857	0.6944	0.8333
0.5022	4.3150	548	0.7131	0.6993	0.7131	0.8445
0.5022	4.3307	550	0.7881	0.72	0.7881	0.8877
0.5022	4.3465	552	0.8469	0.6980	0.8469	0.9203
0.5022	4.3622	554	0.7908	0.72	0.7908	0.8893
0.5022	4.3780	556	0.7343	0.72	0.7343	0.8569
0.5022	4.3937	558	0.6861	0.6993	0.6861	0.8283
0.5022	4.4094	560	0.6797	0.7059	0.6797	0.8245
0.5022	4.4252	562	0.6842	0.7059	0.6842	0.8272
0.5022	4.4409	564	0.7195	0.7123	0.7195	0.8482
0.5022	4.4567	566	0.7518	0.72	0.7518	0.8671
0.5022	4.4724	568	0.7908	0.7075	0.7908	0.8893
0.5022	4.4882	570	0.8302	0.7075	0.8302	0.9111
0.5022	4.5039	572	0.8891	0.7067	0.8891	0.9429
0.5022	4.5197	574	0.9029	0.6980	0.9029	0.9502
0.5022	4.5354	576	0.8786	0.6853	0.8786	0.9373
0.5022	4.5512	578	0.8068	0.6763	0.8068	0.8982
0.5022	4.5669	580	0.7584	0.6815	0.7584	0.8709
0.5022	4.5827	582	0.7292	0.6857	0.7292	0.8539
0.5022	4.5984	584	0.7346	0.6853	0.7346	0.8571
0.5022	4.6142	586	0.7235	0.7083	0.7235	0.8506
0.5022	4.6299	588	0.7048	0.7092	0.7048	0.8395
0.5022	4.6457	590	0.7074	0.7092	0.7074	0.8411
0.5022	4.6614	592	0.6792	0.7397	0.6792	0.8241
0.5022	4.6772	594	0.7021	0.7114	0.7021	0.8379
0.5022	4.6929	596	0.7036	0.7034	0.7036	0.8388
0.5022	4.7087	598	0.6835	0.7059	0.6835	0.8268
0.5022	4.7244	600	0.6740	0.7231	0.6740	0.8210
0.5022	4.7402	602	0.6772	0.7231	0.6772	0.8229
0.5022	4.7559	604	0.6968	0.6917	0.6968	0.8347
0.5022	4.7717	606	0.7516	0.6986	0.7516	0.8669
0.5022	4.7874	608	0.7899	0.7067	0.7899	0.8888
0.5022	4.8031	610	0.7977	0.7075	0.7977	0.8931
0.5022	4.8189	612	0.7666	0.7075	0.7666	0.8755
0.5022	4.8346	614	0.7566	0.7075	0.7566	0.8698
0.5022	4.8504	616	0.7356	0.7190	0.7356	0.8577
0.5022	4.8661	618	0.6731	0.7211	0.6731	0.8204
0.5022	4.8819	620	0.6565	0.7297	0.6565	0.8103
0.5022	4.8976	622	0.7101	0.7123	0.7101	0.8427
0.5022	4.9134	624	0.8158	0.7190	0.8158	0.9032
0.5022	4.9291	626	0.8705	0.7051	0.8705	0.9330
0.5022	4.9449	628	0.8713	0.7190	0.8713	0.9334
0.5022	4.9606	630	0.8230	0.7075	0.8230	0.9072
0.5022	4.9764	632	0.7816	0.6716	0.7816	0.8841
0.5022	4.9921	634	0.7800	0.6512	0.7800	0.8832
0.5022	5.0079	636	0.7813	0.6512	0.7813	0.8839
0.5022	5.0236	638	0.7739	0.6861	0.7739	0.8797
0.5022	5.0394	640	0.7673	0.7114	0.7673	0.8760
0.5022	5.0551	642	0.7365	0.7097	0.7365	0.8582
0.5022	5.0709	644	0.6986	0.7237	0.6986	0.8358
0.5022	5.0866	646	0.6777	0.7143	0.6777	0.8232
0.5022	5.1024	648	0.6734	0.7310	0.6734	0.8206
0.5022	5.1181	650	0.6737	0.7417	0.6737	0.8208
0.5022	5.1339	652	0.6805	0.7383	0.6805	0.8249
0.5022	5.1496	654	0.7048	0.75	0.7048	0.8395
0.5022	5.1654	656	0.6977	0.7355	0.6977	0.8353
0.5022	5.1811	658	0.6846	0.7237	0.6846	0.8274
0.5022	5.1969	660	0.7004	0.7397	0.7004	0.8369
0.5022	5.2126	662	0.7184	0.7172	0.7184	0.8476
0.5022	5.2283	664	0.7226	0.6906	0.7226	0.8500
0.5022	5.2441	666	0.7281	0.6716	0.7281	0.8533
0.5022	5.2598	668	0.7097	0.7231	0.7097	0.8424
0.5022	5.2756	670	0.6775	0.7368	0.6775	0.8231
0.5022	5.2913	672	0.6576	0.7234	0.6576	0.8109
0.5022	5.3071	674	0.6698	0.7273	0.6698	0.8184
0.5022	5.3228	676	0.7003	0.7143	0.7003	0.8369
0.5022	5.3386	678	0.6919	0.7285	0.6919	0.8318
0.5022	5.3543	680	0.7055	0.7172	0.7055	0.8400
0.5022	5.3701	682	0.7253	0.7143	0.7253	0.8517
0.5022	5.3858	684	0.7273	0.6928	0.7273	0.8528
0.5022	5.4016	686	0.6984	0.7162	0.6984	0.8357
0.5022	5.4173	688	0.7045	0.7194	0.7045	0.8394
0.5022	5.4331	690	0.7097	0.6917	0.7097	0.8424
0.5022	5.4488	692	0.7175	0.6917	0.7175	0.8471
0.5022	5.4646	694	0.7293	0.6917	0.7293	0.8540
0.5022	5.4803	696	0.7418	0.7092	0.7418	0.8613
0.5022	5.4961	698	0.7653	0.6928	0.7653	0.8748
0.5022	5.5118	700	0.7378	0.6800	0.7378	0.8589
0.5022	5.5276	702	0.7374	0.6944	0.7374	0.8587
0.5022	5.5433	704	0.7929	0.6923	0.7929	0.8905
0.5022	5.5591	706	0.8935	0.6792	0.8935	0.9452
0.5022	5.5748	708	0.9573	0.6708	0.9573	0.9784
0.5022	5.5906	710	0.9561	0.6711	0.9561	0.9778
0.5022	5.6063	712	0.8748	0.6713	0.8748	0.9353
0.5022	5.6220	714	0.8060	0.6260	0.8060	0.8978
0.5022	5.6378	716	0.7517	0.6718	0.7517	0.8670
0.5022	5.6535	718	0.7429	0.6812	0.7429	0.8619
0.5022	5.6693	720	0.7464	0.6714	0.7464	0.8639
0.5022	5.6850	722	0.7570	0.6897	0.7570	0.8700
0.5022	5.7008	724	0.7779	0.6892	0.7779	0.8820
0.5022	5.7165	726	0.7452	0.6711	0.7452	0.8632
0.5022	5.7323	728	0.7501	0.6962	0.7501	0.8661
0.5022	5.7480	730	0.7784	0.6918	0.7784	0.8823
0.5022	5.7638	732	0.8088	0.7037	0.8088	0.8993
0.5022	5.7795	734	0.8375	0.6994	0.8375	0.9152
0.5022	5.7953	736	0.7124	0.7308	0.7124	0.8440
0.5022	5.8110	738	0.5933	0.7815	0.5933	0.7703
0.5022	5.8268	740	0.5582	0.7724	0.5582	0.7471
0.5022	5.8425	742	0.5389	0.7838	0.5389	0.7341
0.5022	5.8583	744	0.5323	0.8101	0.5323	0.7296
0.5022	5.8740	746	0.5607	0.8	0.5607	0.7488
0.5022	5.8898	748	0.6065	0.7771	0.6065	0.7788
0.5022	5.9055	750	0.6058	0.7758	0.6058	0.7784
0.5022	5.9213	752	0.6112	0.7975	0.6112	0.7818
0.5022	5.9370	754	0.6412	0.7671	0.6412	0.8007
0.5022	5.9528	756	0.6770	0.7273	0.6770	0.8228
0.5022	5.9685	758	0.7141	0.7285	0.7141	0.8450
0.5022	5.9843	760	0.8000	0.7261	0.8000	0.8944
0.5022	6.0	762	0.8652	0.7044	0.8652	0.9302
0.5022	6.0157	764	0.8090	0.6800	0.8090	0.8994
0.5022	6.0315	766	0.7737	0.6853	0.7737	0.8796
0.5022	6.0472	768	0.7522	0.6619	0.7522	0.8673
0.5022	6.0630	770	0.7389	0.6619	0.7389	0.8596
0.5022	6.0787	772	0.7258	0.6667	0.7258	0.8519
0.5022	6.0945	774	0.7230	0.6667	0.7230	0.8503
0.5022	6.1102	776	0.7317	0.7059	0.7317	0.8554
0.5022	6.1260	778	0.7982	0.6918	0.7982	0.8934
0.5022	6.1417	780	0.8384	0.6883	0.8384	0.9157
0.5022	6.1575	782	0.7700	0.6986	0.7700	0.8775
0.5022	6.1732	784	0.7196	0.6818	0.7196	0.8483
0.5022	6.1890	786	0.7287	0.6512	0.7287	0.8536
0.5022	6.2047	788	0.7270	0.6462	0.7270	0.8527
0.5022	6.2205	790	0.7638	0.7034	0.7638	0.8740
0.5022	6.2362	792	0.7936	0.7020	0.7936	0.8909
0.5022	6.2520	794	0.7617	0.7152	0.7617	0.8728
0.5022	6.2677	796	0.7204	0.7152	0.7204	0.8488
0.5022	6.2835	798	0.6687	0.7448	0.6687	0.8177
0.5022	6.2992	800	0.6907	0.7222	0.6907	0.8311
0.5022	6.3150	802	0.7454	0.7034	0.7454	0.8633
0.5022	6.3307	804	0.7720	0.6857	0.7720	0.8786
0.5022	6.3465	806	0.7878	0.6761	0.7878	0.8876
0.5022	6.3622	808	0.7889	0.6761	0.7889	0.8882
0.5022	6.3780	810	0.8133	0.6713	0.8133	0.9018
0.5022	6.3937	812	0.8295	0.6713	0.8295	0.9108
0.5022	6.4094	814	0.8379	0.6667	0.8379	0.9154
0.5022	6.4252	816	0.8394	0.6713	0.8394	0.9162
0.5022	6.4409	818	0.8804	0.6803	0.8804	0.9383
0.5022	6.4567	820	0.9427	0.6753	0.9427	0.9709
0.5022	6.4724	822	0.9139	0.675	0.9139	0.9560
0.5022	6.4882	824	0.8841	0.6914	0.8841	0.9403
0.5022	6.5039	826	0.7382	0.7170	0.7382	0.8592
0.5022	6.5197	828	0.6265	0.7632	0.6265	0.7915
0.5022	6.5354	830	0.5706	0.8163	0.5706	0.7554
0.5022	6.5512	832	0.5542	0.8158	0.5542	0.7444
0.5022	6.5669	834	0.5548	0.8267	0.5548	0.7449
0.5022	6.5827	836	0.6159	0.7662	0.6159	0.7848
0.5022	6.5984	838	0.8087	0.7059	0.8087	0.8993
0.5022	6.6142	840	0.8914	0.6711	0.8914	0.9441
0.5022	6.6299	842	0.9191	0.6423	0.9191	0.9587
0.5022	6.6457	844	0.9185	0.6269	0.9185	0.9584
0.5022	6.6614	846	0.9184	0.6364	0.9184	0.9583
0.5022	6.6772	848	0.9527	0.6269	0.9527	0.9761
0.5022	6.6929	850	1.0089	0.6571	1.0089	1.0045

Framework versions

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