ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k20_task3_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: 0.6308
• Qwk: 0.2432
• Mse: 0.6308
• Rmse: 0.7942

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	0.0215	2	3.1884	-0.0126	3.1884	1.7856
No log	0.0430	4	1.4969	-0.0070	1.4969	1.2235
No log	0.0645	6	1.0293	0.0418	1.0293	1.0145
No log	0.0860	8	0.6614	0.1373	0.6614	0.8133
No log	0.1075	10	0.5903	0.1884	0.5903	0.7683
No log	0.1290	12	0.7202	0.1691	0.7202	0.8487
No log	0.1505	14	0.7003	0.1304	0.7003	0.8368
No log	0.1720	16	0.7503	0.2068	0.7503	0.8662
No log	0.1935	18	0.9379	0.0388	0.9379	0.9685
No log	0.2151	20	0.9885	-0.0159	0.9885	0.9943
No log	0.2366	22	0.6776	0.1813	0.6776	0.8232
No log	0.2581	24	0.6408	-0.0133	0.6408	0.8005
No log	0.2796	26	0.6790	-0.0818	0.6790	0.8240
No log	0.3011	28	0.6888	-0.0769	0.6888	0.8299
No log	0.3226	30	0.7168	-0.0818	0.7168	0.8466
No log	0.3441	32	0.7416	-0.0769	0.7416	0.8612
No log	0.3656	34	0.8836	-0.0704	0.8836	0.9400
No log	0.3871	36	0.7943	-0.1494	0.7943	0.8913
No log	0.4086	38	0.7379	-0.0909	0.7379	0.8590
No log	0.4301	40	0.6631	0.0476	0.6631	0.8143
No log	0.4516	42	0.6484	0.125	0.6484	0.8052
No log	0.4731	44	0.6295	0.1145	0.6295	0.7934
No log	0.4946	46	0.6646	-0.0818	0.6646	0.8153
No log	0.5161	48	0.8354	0.1481	0.8354	0.9140
No log	0.5376	50	0.8391	0.0617	0.8391	0.9160
No log	0.5591	52	0.8046	0.0667	0.8046	0.8970
No log	0.5806	54	0.7044	0.0327	0.7044	0.8393
No log	0.6022	56	0.6542	-0.0159	0.6542	0.8088
No log	0.6237	58	0.6468	0.0815	0.6468	0.8043
No log	0.6452	60	0.6210	0.0303	0.6210	0.7881
No log	0.6667	62	0.5819	-0.0233	0.5819	0.7629
No log	0.6882	64	0.5626	-0.0081	0.5626	0.7501
No log	0.7097	66	0.5919	0.1278	0.5919	0.7694
No log	0.7312	68	0.5989	0.1145	0.5989	0.7739
No log	0.7527	70	0.6247	0.1549	0.6247	0.7904
No log	0.7742	72	0.7406	-0.1034	0.7406	0.8606
No log	0.7957	74	0.8210	0.0417	0.8210	0.9061
No log	0.8172	76	0.7092	0.0734	0.7092	0.8422
No log	0.8387	78	0.6242	0.0	0.6242	0.7901
No log	0.8602	80	0.7276	0.2558	0.7276	0.8530
No log	0.8817	82	0.7558	0.2340	0.7558	0.8694
No log	0.9032	84	0.6975	0.0734	0.6975	0.8351
No log	0.9247	86	0.7305	0.0204	0.7305	0.8547
No log	0.9462	88	0.7094	0.0707	0.7094	0.8423
No log	0.9677	90	0.6917	0.1088	0.6917	0.8317
No log	0.9892	92	0.6791	0.0562	0.6791	0.8241
No log	1.0108	94	0.6609	0.1381	0.6609	0.8129
No log	1.0323	96	0.6913	0.1475	0.6913	0.8314
No log	1.0538	98	0.6590	0.1628	0.6590	0.8118
No log	1.0753	100	0.6952	0.0909	0.6952	0.8338
No log	1.0968	102	0.8096	0.1610	0.8096	0.8998
No log	1.1183	104	0.9056	0.1392	0.9056	0.9516
No log	1.1398	106	0.8807	0.1597	0.8807	0.9385
No log	1.1613	108	0.8013	0.1691	0.8013	0.8951
No log	1.1828	110	0.7614	0.2079	0.7614	0.8726
No log	1.2043	112	0.7516	0.25	0.7516	0.8669
No log	1.2258	114	0.6996	0.2609	0.6996	0.8364
No log	1.2473	116	0.6260	0.2381	0.6260	0.7912
No log	1.2688	118	0.6354	0.1902	0.6354	0.7971
No log	1.2903	120	0.6171	0.2000	0.6171	0.7856
No log	1.3118	122	0.6739	0.1823	0.6739	0.8209
No log	1.3333	124	0.6848	0.1746	0.6848	0.8275
No log	1.3548	126	0.6133	0.2393	0.6133	0.7832
No log	1.3763	128	0.6360	0.2273	0.6360	0.7975
No log	1.3978	130	0.6652	0.1503	0.6652	0.8156
No log	1.4194	132	0.7305	0.0955	0.7305	0.8547
No log	1.4409	134	0.7741	0.1515	0.7741	0.8798
No log	1.4624	136	1.1785	0.0571	1.1785	1.0856
No log	1.4839	138	1.2975	0.0411	1.2975	1.1391
No log	1.5054	140	0.8472	0.1705	0.8472	0.9204
No log	1.5269	142	1.0117	0.1933	1.0117	1.0058
No log	1.5484	144	1.0790	0.0877	1.0790	1.0388
No log	1.5699	146	0.7654	0.1832	0.7654	0.8749
No log	1.5914	148	0.6755	0.2323	0.6755	0.8219
No log	1.6129	150	0.9521	0.1276	0.9521	0.9757
No log	1.6344	152	0.9637	0.1373	0.9637	0.9817
No log	1.6559	154	0.6367	0.2593	0.6367	0.7980
No log	1.6774	156	0.5374	0.3585	0.5374	0.7331
No log	1.6989	158	0.5444	0.3585	0.5444	0.7378
No log	1.7204	160	0.5921	0.2941	0.5921	0.7695
No log	1.7419	162	0.6779	0.3180	0.6779	0.8234
No log	1.7634	164	0.6488	0.2982	0.6488	0.8055
No log	1.7849	166	0.7204	0.2803	0.7204	0.8487
No log	1.8065	168	0.9478	0.1858	0.9478	0.9736
No log	1.8280	170	0.9412	0.2143	0.9412	0.9702
No log	1.8495	172	0.6922	0.2857	0.6922	0.8320
No log	1.8710	174	0.6878	0.2356	0.6878	0.8293
No log	1.8925	176	0.8003	0.1256	0.8003	0.8946
No log	1.9140	178	0.7666	0.1628	0.7666	0.8756
No log	1.9355	180	0.7450	0.1366	0.7450	0.8631
No log	1.9570	182	0.7046	0.3138	0.7046	0.8394
No log	1.9785	184	0.7559	0.2479	0.7559	0.8694
No log	2.0	186	0.7518	0.2787	0.7518	0.8671
No log	2.0215	188	0.7711	0.2450	0.7711	0.8781
No log	2.0430	190	0.7698	0.2922	0.7698	0.8774
No log	2.0645	192	0.9489	0.3333	0.9489	0.9741
No log	2.0860	194	0.9594	0.3684	0.9594	0.9795
No log	2.1075	196	0.8183	0.3684	0.8183	0.9046
No log	2.1290	198	0.8982	0.3162	0.8982	0.9478
No log	2.1505	200	1.0904	0.0222	1.0904	1.0442
No log	2.1720	202	0.9553	0.0745	0.9553	0.9774
No log	2.1935	204	0.6658	0.2838	0.6658	0.8160
No log	2.2151	206	0.6311	0.2281	0.6311	0.7944
No log	2.2366	208	0.6764	0.3360	0.6764	0.8224
No log	2.2581	210	1.0557	0.1343	1.0557	1.0275
No log	2.2796	212	1.1441	0.1343	1.1441	1.0696
No log	2.3011	214	0.7547	0.2618	0.7547	0.8687
No log	2.3226	216	0.5838	0.2000	0.5838	0.7641
No log	2.3441	218	0.6084	0.1818	0.6084	0.7800
No log	2.3656	220	0.5676	0.1304	0.5676	0.7534
No log	2.3871	222	0.5869	0.3161	0.5869	0.7661
No log	2.4086	224	0.9214	0.2258	0.9214	0.9599
No log	2.4301	226	1.4290	0.1095	1.4290	1.1954
No log	2.4516	228	1.3228	0.0791	1.3228	1.1501
No log	2.4731	230	0.8003	0.3147	0.8003	0.8946
No log	2.4946	232	0.6755	0.2251	0.6755	0.8219
No log	2.5161	234	0.6829	0.2917	0.6829	0.8264
No log	2.5376	236	0.6521	0.2217	0.6521	0.8075
No log	2.5591	238	1.1471	0.1587	1.1471	1.0710
No log	2.5806	240	1.4733	0.1186	1.4733	1.2138
No log	2.6022	242	1.2424	0.0877	1.2424	1.1147
No log	2.6237	244	1.0173	0.1938	1.0173	1.0086
No log	2.6452	246	0.7109	0.3043	0.7109	0.8432
No log	2.6667	248	0.6046	0.2227	0.6046	0.7775
No log	2.6882	250	0.6083	0.24	0.6083	0.7799
No log	2.7097	252	0.7206	0.2982	0.7206	0.8489
No log	2.7312	254	0.9346	0.1545	0.9346	0.9667
No log	2.7527	256	1.0423	0.1562	1.0423	1.0209
No log	2.7742	258	0.9347	0.1880	0.9347	0.9668
No log	2.7957	260	0.7834	0.2520	0.7834	0.8851
No log	2.8172	262	0.7677	0.3138	0.7677	0.8762
No log	2.8387	264	0.7534	0.2520	0.7534	0.8680
No log	2.8602	266	0.8148	0.3171	0.8148	0.9027
No log	2.8817	268	0.7777	0.3362	0.7777	0.8819
No log	2.9032	270	0.7150	0.3091	0.7150	0.8456
No log	2.9247	272	0.7234	0.3091	0.7234	0.8505
No log	2.9462	274	0.7120	0.3153	0.7120	0.8438
No log	2.9677	276	0.7605	0.2646	0.7605	0.8721
No log	2.9892	278	0.8746	0.2199	0.8746	0.9352
No log	3.0108	280	0.8103	0.2070	0.8103	0.9002
No log	3.0323	282	0.6412	0.2593	0.6412	0.8008
No log	3.0538	284	0.6635	0.2457	0.6635	0.8146
No log	3.0753	286	0.6370	0.2842	0.6370	0.7981
No log	3.0968	288	0.7483	0.2074	0.7483	0.8651
No log	3.1183	290	1.0896	0.1355	1.0896	1.0439
No log	3.1398	292	1.0474	0.1304	1.0474	1.0234
No log	3.1613	294	0.7328	0.2811	0.7328	0.8560
No log	3.1828	296	0.6968	0.3365	0.6968	0.8347
No log	3.2043	298	0.6755	0.3077	0.6755	0.8219
No log	3.2258	300	0.6974	0.2897	0.6974	0.8351
No log	3.2473	302	0.8889	0.1220	0.8889	0.9428
No log	3.2688	304	0.8145	0.1855	0.8145	0.9025
No log	3.2903	306	0.6530	0.3073	0.6530	0.8081
No log	3.3118	308	0.5501	0.3374	0.5501	0.7417
No log	3.3333	310	0.5468	0.3295	0.5468	0.7394
No log	3.3548	312	0.6132	0.3488	0.6132	0.7831
No log	3.3763	314	0.8853	0.1220	0.8853	0.9409
No log	3.3978	316	0.9837	0.1579	0.9837	0.9918
No log	3.4194	318	0.8274	0.2068	0.8274	0.9096
No log	3.4409	320	0.7790	0.1652	0.7790	0.8826
No log	3.4624	322	0.9101	0.1475	0.9101	0.9540
No log	3.4839	324	1.1018	0.1635	1.1018	1.0497
No log	3.5054	326	1.0116	0.1635	1.0116	1.0058
No log	3.5269	328	0.8584	0.1235	0.8584	0.9265
No log	3.5484	330	0.8040	0.1560	0.8040	0.8967
No log	3.5699	332	0.7940	0.1858	0.7940	0.8911
No log	3.5914	334	0.8267	0.1858	0.8267	0.9092
No log	3.6129	336	0.8761	0.2275	0.8761	0.9360
No log	3.6344	338	0.7706	0.1855	0.7706	0.8779
No log	3.6559	340	0.6906	0.2871	0.6906	0.8310
No log	3.6774	342	0.7381	0.2233	0.7381	0.8591
No log	3.6989	344	0.8721	0.0901	0.8721	0.9339
No log	3.7204	346	0.9112	0.1261	0.9112	0.9545
No log	3.7419	348	0.7637	0.1770	0.7637	0.8739
No log	3.7634	350	0.7209	0.1770	0.7209	0.8490
No log	3.7849	352	0.7652	0.1852	0.7652	0.8748
No log	3.8065	354	0.7543	0.2233	0.7543	0.8685
No log	3.8280	356	0.7624	0.2233	0.7624	0.8732
No log	3.8495	358	0.8620	0.1861	0.8620	0.9284
No log	3.8710	360	0.7836	0.1493	0.7836	0.8852
No log	3.8925	362	0.6956	0.28	0.6956	0.8340
No log	3.9140	364	0.6279	0.2637	0.6279	0.7924
No log	3.9355	366	0.6499	0.2390	0.6499	0.8061
No log	3.9570	368	0.6636	0.2157	0.6636	0.8146
No log	3.9785	370	0.7162	0.2453	0.7162	0.8463
No log	4.0	372	0.9778	0.125	0.9778	0.9888
No log	4.0215	374	1.1109	0.0746	1.1109	1.0540
No log	4.0430	376	0.9433	0.1933	0.9433	0.9713
No log	4.0645	378	0.7540	0.3623	0.7540	0.8683
No log	4.0860	380	0.6230	0.2707	0.6230	0.7893
No log	4.1075	382	0.5781	0.1605	0.5781	0.7603
No log	4.1290	384	0.5641	0.1141	0.5641	0.7511
No log	4.1505	386	0.5662	0.2000	0.5662	0.7525
No log	4.1720	388	0.6117	0.2663	0.6117	0.7821
No log	4.1935	390	0.7076	0.2577	0.7076	0.8412
No log	4.2151	392	0.7485	0.2157	0.7485	0.8651
No log	4.2366	394	0.8191	0.1858	0.8191	0.9050
No log	4.2581	396	0.8220	0.1858	0.8220	0.9066
No log	4.2796	398	0.6901	0.2917	0.6901	0.8307
No log	4.3011	400	0.6296	0.2360	0.6296	0.7935
No log	4.3226	402	0.6138	0.1445	0.6138	0.7835
No log	4.3441	404	0.6125	0.2179	0.6125	0.7826
No log	4.3656	406	0.6797	0.2086	0.6797	0.8245
No log	4.3871	408	0.7503	0.2075	0.7503	0.8662
No log	4.4086	410	0.7281	0.2075	0.7281	0.8533
No log	4.4301	412	0.6386	0.2086	0.6386	0.7991
No log	4.4516	414	0.6470	0.25	0.6470	0.8044
No log	4.4731	416	0.7489	0.2146	0.7489	0.8654
No log	4.4946	418	0.7940	0.2146	0.7940	0.8911
No log	4.5161	420	0.7164	0.2762	0.7164	0.8464
No log	4.5376	422	0.6203	0.2245	0.6203	0.7876
No log	4.5591	424	0.6349	0.2323	0.6349	0.7968
No log	4.5806	426	0.6110	0.2637	0.6110	0.7817
No log	4.6022	428	0.7191	0.3143	0.7191	0.8480
No log	4.6237	430	0.8855	0.2129	0.8855	0.9410
No log	4.6452	432	0.8715	0.1934	0.8715	0.9336
No log	4.6667	434	0.7203	0.2850	0.7203	0.8487
No log	4.6882	436	0.5596	0.3402	0.5596	0.7481
No log	4.7097	438	0.5278	0.2444	0.5278	0.7265
No log	4.7312	440	0.5149	0.2994	0.5149	0.7176
No log	4.7527	442	0.5605	0.2558	0.5605	0.7487
No log	4.7742	444	0.6759	0.2692	0.6759	0.8222
No log	4.7957	446	0.7298	0.3363	0.7298	0.8543
No log	4.8172	448	0.6874	0.2593	0.6874	0.8291
No log	4.8387	450	0.5992	0.3077	0.5992	0.7741
No log	4.8602	452	0.5478	0.2990	0.5478	0.7402
No log	4.8817	454	0.5521	0.2941	0.5521	0.7430
No log	4.9032	456	0.6191	0.3052	0.6191	0.7868
No log	4.9247	458	0.7460	0.2554	0.7460	0.8637
No log	4.9462	460	0.7937	0.2632	0.7937	0.8909
No log	4.9677	462	0.6805	0.2146	0.6805	0.8249
No log	4.9892	464	0.5749	0.2842	0.5749	0.7582
No log	5.0108	466	0.5201	0.4157	0.5201	0.7212
No log	5.0323	468	0.5307	0.4483	0.5307	0.7285
No log	5.0538	470	0.5171	0.2941	0.5171	0.7191
No log	5.0753	472	0.5246	0.2914	0.5246	0.7243
No log	5.0968	474	0.6323	0.2670	0.6323	0.7952
No log	5.1183	476	0.7440	0.1852	0.7440	0.8626
No log	5.1398	478	0.7333	0.2308	0.7333	0.8563
No log	5.1613	480	0.6369	0.2653	0.6369	0.7981
No log	5.1828	482	0.5718	0.3258	0.5718	0.7561
No log	5.2043	484	0.5588	0.3258	0.5588	0.7476
No log	5.2258	486	0.5510	0.3023	0.5510	0.7423
No log	5.2473	488	0.5854	0.2771	0.5854	0.7651
No log	5.2688	490	0.6571	0.2323	0.6571	0.8106
No log	5.2903	492	0.7147	0.2661	0.7147	0.8454
No log	5.3118	494	0.6682	0.2153	0.6682	0.8174
No log	5.3333	496	0.5724	0.2967	0.5724	0.7565
No log	5.3548	498	0.5602	0.3548	0.5602	0.7485
0.4344	5.3763	500	0.6001	0.3263	0.6001	0.7747
0.4344	5.3978	502	0.6547	0.2453	0.6547	0.8092
0.4344	5.4194	504	0.6516	0.2453	0.6516	0.8072
0.4344	5.4409	506	0.6184	0.2390	0.6184	0.7864
0.4344	5.4624	508	0.5684	0.2746	0.5684	0.7539
0.4344	5.4839	510	0.5791	0.2315	0.5791	0.7610
0.4344	5.5054	512	0.5511	0.3333	0.5511	0.7424
0.4344	5.5269	514	0.5621	0.3267	0.5621	0.7497
0.4344	5.5484	516	0.6150	0.2294	0.6150	0.7842
0.4344	5.5699	518	0.5785	0.2323	0.5785	0.7606
0.4344	5.5914	520	0.5799	0.2083	0.5799	0.7615
0.4344	5.6129	522	0.6060	0.2081	0.6060	0.7784
0.4344	5.6344	524	0.6418	0.2475	0.6418	0.8011
0.4344	5.6559	526	0.6277	0.3231	0.6277	0.7923
0.4344	5.6774	528	0.6619	0.2780	0.6619	0.8136
0.4344	5.6989	530	0.6977	0.3116	0.6977	0.8353
0.4344	5.7204	532	0.6540	0.2653	0.6540	0.8087
0.4344	5.7419	534	0.6268	0.2965	0.6268	0.7917
0.4344	5.7634	536	0.6423	0.2842	0.6423	0.8014
0.4344	5.7849	538	0.6636	0.2821	0.6636	0.8146
0.4344	5.8065	540	0.7315	0.2621	0.7315	0.8553
0.4344	5.8280	542	0.7258	0.2621	0.7258	0.8519
0.4344	5.8495	544	0.7293	0.2709	0.7293	0.8540
0.4344	5.8710	546	0.6779	0.2340	0.6779	0.8233
0.4344	5.8925	548	0.6244	0.2727	0.6244	0.7902
0.4344	5.9140	550	0.5848	0.2542	0.5848	0.7647
0.4344	5.9355	552	0.5668	0.2994	0.5668	0.7529
0.4344	5.9570	554	0.6179	0.2609	0.6179	0.7860
0.4344	5.9785	556	0.7177	0.1845	0.7177	0.8472
0.4344	6.0	558	0.7138	0.2239	0.7138	0.8449
0.4344	6.0215	560	0.7035	0.2161	0.7035	0.8388
0.4344	6.0430	562	0.6212	0.2626	0.6212	0.7882
0.4344	6.0645	564	0.5949	0.2189	0.5949	0.7713
0.4344	6.0860	566	0.6108	0.2644	0.6108	0.7816
0.4344	6.1075	568	0.6498	0.2609	0.6498	0.8061
0.4344	6.1290	570	0.6830	0.2161	0.6830	0.8265
0.4344	6.1505	572	0.6903	0.2332	0.6903	0.8309
0.4344	6.1720	574	0.7263	0.2323	0.7263	0.8522
0.4344	6.1935	576	0.7744	0.2294	0.7744	0.8800
0.4344	6.2151	578	0.7351	0.2692	0.7351	0.8574
0.4344	6.2366	580	0.6545	0.2258	0.6545	0.8090
0.4344	6.2581	582	0.5968	0.2189	0.5968	0.7725
0.4344	6.2796	584	0.5806	0.2189	0.5806	0.7620
0.4344	6.3011	586	0.6241	0.2644	0.6241	0.7900
0.4344	6.3226	588	0.7141	0.1845	0.7141	0.8450
0.4344	6.3441	590	0.7365	0.1848	0.7365	0.8582
0.4344	6.3656	592	0.6999	0.2161	0.6999	0.8366
0.4344	6.3871	594	0.6409	0.2609	0.6409	0.8006
0.4344	6.4086	596	0.6612	0.2593	0.6612	0.8132
0.4344	6.4301	598	0.6973	0.2577	0.6973	0.8350
0.4344	6.4516	600	0.6857	0.2593	0.6857	0.8281
0.4344	6.4731	602	0.6480	0.2609	0.6480	0.8050
0.4344	6.4946	604	0.6295	0.2766	0.6295	0.7934
0.4344	6.5161	606	0.6100	0.3089	0.6100	0.7810
0.4344	6.5376	608	0.6195	0.2527	0.6195	0.7871
0.4344	6.5591	610	0.6628	0.2169	0.6628	0.8141
0.4344	6.5806	612	0.7082	0.1765	0.7082	0.8415
0.4344	6.6022	614	0.6660	0.2169	0.6660	0.8161
0.4344	6.6237	616	0.6761	0.2081	0.6761	0.8223
0.4344	6.6452	618	0.6937	0.1691	0.6937	0.8329
0.4344	6.6667	620	0.6800	0.1683	0.6800	0.8246
0.4344	6.6882	622	0.6385	0.2527	0.6385	0.7991
0.4344	6.7097	624	0.5811	0.3548	0.5811	0.7623
0.4344	6.7312	626	0.5503	0.2941	0.5503	0.7418
0.4344	6.7527	628	0.5419	0.2941	0.5419	0.7361
0.4344	6.7742	630	0.5394	0.2941	0.5394	0.7344
0.4344	6.7957	632	0.5613	0.3548	0.5613	0.7492
0.4344	6.8172	634	0.6196	0.2626	0.6196	0.7872
0.4344	6.8387	636	0.6805	0.2251	0.6805	0.8249
0.4344	6.8602	638	0.6891	0.2165	0.6891	0.8301
0.4344	6.8817	640	0.6611	0.3161	0.6611	0.8131
0.4344	6.9032	642	0.6110	0.2917	0.6110	0.7817
0.4344	6.9247	644	0.6022	0.2917	0.6022	0.7760
0.4344	6.9462	646	0.5902	0.2821	0.5902	0.7683
0.4344	6.9677	648	0.5894	0.3439	0.5894	0.7677
0.4344	6.9892	650	0.6208	0.2889	0.6208	0.7879
0.4344	7.0108	652	0.7162	0.1921	0.7162	0.8463
0.4344	7.0323	654	0.7265	0.2308	0.7265	0.8523
0.4344	7.0538	656	0.6616	0.1910	0.6616	0.8134
0.4344	7.0753	658	0.5747	0.2889	0.5747	0.7581
0.4344	7.0968	660	0.5409	0.3548	0.5409	0.7354
0.4344	7.1183	662	0.5383	0.3333	0.5383	0.7337
0.4344	7.1398	664	0.5503	0.3548	0.5503	0.7419
0.4344	7.1613	666	0.5706	0.3224	0.5706	0.7554
0.4344	7.1828	668	0.6006	0.2889	0.6006	0.7750
0.4344	7.2043	670	0.6138	0.2527	0.6138	0.7835
0.4344	7.2258	672	0.6283	0.2527	0.6283	0.7926
0.4344	7.2473	674	0.6467	0.2527	0.6467	0.8042
0.4344	7.2688	676	0.6076	0.2432	0.6076	0.7795
0.4344	7.2903	678	0.5605	0.3118	0.5605	0.7486
0.4344	7.3118	680	0.5389	0.3439	0.5389	0.7341
0.4344	7.3333	682	0.5310	0.3439	0.5310	0.7287
0.4344	7.3548	684	0.5298	0.3439	0.5298	0.7278
0.4344	7.3763	686	0.5571	0.2994	0.5571	0.7464
0.4344	7.3978	688	0.6109	0.2967	0.6109	0.7816
0.4344	7.4194	690	0.6344	0.2967	0.6344	0.7965
0.4344	7.4409	692	0.6361	0.2626	0.6361	0.7975
0.4344	7.4624	694	0.5957	0.2994	0.5957	0.7718
0.4344	7.4839	696	0.5381	0.2994	0.5381	0.7336
0.4344	7.5054	698	0.5104	0.3520	0.5104	0.7144
0.4344	7.5269	700	0.5091	0.3520	0.5091	0.7135
0.4344	7.5484	702	0.5117	0.3520	0.5117	0.7153
0.4344	7.5699	704	0.5304	0.3439	0.5304	0.7283
0.4344	7.5914	706	0.5628	0.3548	0.5628	0.7502
0.4344	7.6129	708	0.6097	0.3548	0.6097	0.7808
0.4344	7.6344	710	0.6094	0.3548	0.6094	0.7806
0.4344	7.6559	712	0.5806	0.2917	0.5806	0.7620
0.4344	7.6774	714	0.5741	0.2917	0.5741	0.7577
0.4344	7.6989	716	0.5596	0.2917	0.5596	0.7481
0.4344	7.7204	718	0.5536	0.3439	0.5536	0.7440
0.4344	7.7419	720	0.5595	0.3439	0.5595	0.7480
0.4344	7.7634	722	0.5703	0.3548	0.5703	0.7552
0.4344	7.7849	724	0.6102	0.3548	0.6102	0.7811
0.4344	7.8065	726	0.6511	0.2088	0.6511	0.8069
0.4344	7.8280	728	0.6586	0.2513	0.6586	0.8115
0.4344	7.8495	730	0.6725	0.2513	0.6725	0.8201
0.4344	7.8710	732	0.6720	0.2513	0.6720	0.8198
0.4344	7.8925	734	0.6565	0.2432	0.6565	0.8102
0.4344	7.9140	736	0.6098	0.3548	0.6098	0.7809
0.4344	7.9355	738	0.5737	0.3439	0.5737	0.7574
0.4344	7.9570	740	0.5620	0.2821	0.5620	0.7497
0.4344	7.9785	742	0.5587	0.3333	0.5587	0.7475
0.4344	8.0	744	0.5656	0.3439	0.5656	0.7521
0.4344	8.0215	746	0.6012	0.2432	0.6012	0.7753
0.4344	8.0430	748	0.6220	0.2088	0.6220	0.7886
0.4344	8.0645	750	0.6065	0.2088	0.6065	0.7788
0.4344	8.0860	752	0.5707	0.2889	0.5707	0.7555
0.4344	8.1075	754	0.5436	0.2914	0.5436	0.7373
0.4344	8.1290	756	0.5373	0.3258	0.5373	0.7330
0.4344	8.1505	758	0.5321	0.3258	0.5321	0.7295
0.4344	8.1720	760	0.5225	0.3563	0.5225	0.7228
0.4344	8.1935	762	0.5244	0.3478	0.5244	0.7241
0.4344	8.2151	764	0.5371	0.3224	0.5371	0.7329
0.4344	8.2366	766	0.5714	0.3224	0.5714	0.7559
0.4344	8.2581	768	0.6021	0.2432	0.6021	0.7760
0.4344	8.2796	770	0.6246	0.2821	0.6246	0.7903
0.4344	8.3011	772	0.6168	0.2842	0.6168	0.7854
0.4344	8.3226	774	0.6057	0.2766	0.6057	0.7783
0.4344	8.3441	776	0.5931	0.3224	0.5931	0.7701
0.4344	8.3656	778	0.5760	0.3224	0.5760	0.7590
0.4344	8.3871	780	0.5682	0.3224	0.5682	0.7538
0.4344	8.4086	782	0.5522	0.3548	0.5522	0.7431
0.4344	8.4301	784	0.5508	0.3333	0.5508	0.7422
0.4344	8.4516	786	0.5486	0.2821	0.5486	0.7407
0.4344	8.4731	788	0.5489	0.3333	0.5489	0.7409
0.4344	8.4946	790	0.5530	0.3439	0.5530	0.7436
0.4344	8.5161	792	0.5633	0.3224	0.5633	0.7505
0.4344	8.5376	794	0.5918	0.3224	0.5918	0.7693
0.4344	8.5591	796	0.6285	0.2432	0.6285	0.7928
0.4344	8.5806	798	0.6326	0.2421	0.6326	0.7954
0.4344	8.6022	800	0.6368	0.2421	0.6368	0.7980
0.4344	8.6237	802	0.6205	0.2432	0.6205	0.7877
0.4344	8.6452	804	0.5883	0.2889	0.5883	0.7670
0.4344	8.6667	806	0.5728	0.3224	0.5728	0.7568
0.4344	8.6882	808	0.5666	0.3118	0.5666	0.7527
0.4344	8.7097	810	0.5600	0.3016	0.5600	0.7483
0.4344	8.7312	812	0.5539	0.3016	0.5539	0.7443
0.4344	8.7527	814	0.5593	0.3016	0.5593	0.7479
0.4344	8.7742	816	0.5693	0.3016	0.5693	0.7545
0.4344	8.7957	818	0.5800	0.3118	0.5800	0.7616
0.4344	8.8172	820	0.5828	0.3118	0.5828	0.7634
0.4344	8.8387	822	0.5928	0.2787	0.5928	0.7699
0.4344	8.8602	824	0.5956	0.3118	0.5956	0.7717
0.4344	8.8817	826	0.6057	0.2432	0.6057	0.7783
0.4344	8.9032	828	0.6252	0.2432	0.6252	0.7907
0.4344	8.9247	830	0.6256	0.2432	0.6256	0.7910
0.4344	8.9462	832	0.6110	0.2432	0.6110	0.7817
0.4344	8.9677	834	0.5893	0.2889	0.5893	0.7676
0.4344	8.9892	836	0.5801	0.3118	0.5801	0.7616
0.4344	9.0108	838	0.5733	0.3439	0.5733	0.7571
0.4344	9.0323	840	0.5736	0.3439	0.5736	0.7573
0.4344	9.0538	842	0.5767	0.3439	0.5767	0.7594
0.4344	9.0753	844	0.5836	0.3439	0.5836	0.7639
0.4344	9.0968	846	0.5877	0.3439	0.5877	0.7666
0.4344	9.1183	848	0.5903	0.3548	0.5903	0.7683
0.4344	9.1398	850	0.5928	0.3224	0.5928	0.7699
0.4344	9.1613	852	0.5962	0.3224	0.5962	0.7722
0.4344	9.1828	854	0.6035	0.2766	0.6035	0.7768
0.4344	9.2043	856	0.6163	0.2432	0.6163	0.7850
0.4344	9.2258	858	0.6207	0.2432	0.6207	0.7878
0.4344	9.2473	860	0.6120	0.2432	0.6120	0.7823
0.4344	9.2688	862	0.6044	0.2432	0.6044	0.7774
0.4344	9.2903	864	0.5958	0.3224	0.5958	0.7719
0.4344	9.3118	866	0.5847	0.3224	0.5847	0.7646
0.4344	9.3333	868	0.5808	0.3224	0.5808	0.7621
0.4344	9.3548	870	0.5812	0.3224	0.5812	0.7624
0.4344	9.3763	872	0.5865	0.3224	0.5865	0.7658
0.4344	9.3978	874	0.5935	0.2889	0.5935	0.7704
0.4344	9.4194	876	0.5959	0.2889	0.5959	0.7719
0.4344	9.4409	878	0.5984	0.2889	0.5984	0.7736
0.4344	9.4624	880	0.5979	0.2889	0.5979	0.7733
0.4344	9.4839	882	0.5983	0.2889	0.5983	0.7735
0.4344	9.5054	884	0.5977	0.2889	0.5977	0.7731
0.4344	9.5269	886	0.5937	0.2889	0.5937	0.7705
0.4344	9.5484	888	0.5919	0.2889	0.5919	0.7694
0.4344	9.5699	890	0.5915	0.2889	0.5915	0.7691
0.4344	9.5914	892	0.5934	0.2889	0.5934	0.7703
0.4344	9.6129	894	0.5993	0.2432	0.5993	0.7741
0.4344	9.6344	896	0.6039	0.2432	0.6039	0.7771
0.4344	9.6559	898	0.6100	0.2432	0.6100	0.7810
0.4344	9.6774	900	0.6166	0.2432	0.6166	0.7852
0.4344	9.6989	902	0.6259	0.2432	0.6259	0.7911
0.4344	9.7204	904	0.6312	0.2432	0.6312	0.7945
0.4344	9.7419	906	0.6356	0.2432	0.6356	0.7972
0.4344	9.7634	908	0.6368	0.2432	0.6368	0.7980
0.4344	9.7849	910	0.6384	0.2421	0.6384	0.7990
0.4344	9.8065	912	0.6386	0.2421	0.6386	0.7991
0.4344	9.8280	914	0.6392	0.2421	0.6392	0.7995
0.4344	9.8495	916	0.6381	0.2421	0.6381	0.7988
0.4344	9.8710	918	0.6354	0.2432	0.6354	0.7971
0.4344	9.8925	920	0.6342	0.2432	0.6342	0.7964
0.4344	9.9140	922	0.6329	0.2432	0.6329	0.7956
0.4344	9.9355	924	0.6326	0.2432	0.6326	0.7953
0.4344	9.9570	926	0.6319	0.2432	0.6319	0.7949
0.4344	9.9785	928	0.6313	0.2432	0.6313	0.7946
0.4344	10.0	930	0.6308	0.2432	0.6308	0.7942

Framework versions

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