ArabicNewSplits_FineTuningAraBERT_AugV5_k35_task2_organization_fold0

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: 0.3412
• Mse: 0.7497
• Rmse: 0.8658

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	0.0180	2	3.8128	0.0205	3.8128	1.9527
No log	0.0360	4	2.1527	-0.0070	2.1527	1.4672
No log	0.0541	6	1.1146	0.1394	1.1146	1.0557
No log	0.0721	8	1.0417	0.1567	1.0417	1.0206
No log	0.0901	10	1.3831	0.1613	1.3831	1.1760
No log	0.1081	12	1.5211	0.1356	1.5211	1.2333
No log	0.1261	14	1.4415	0.0894	1.4415	1.2006
No log	0.1441	16	1.1977	0.1005	1.1977	1.0944
No log	0.1622	18	1.0622	0.0597	1.0622	1.0307
No log	0.1802	20	0.8327	0.0583	0.8327	0.9125
No log	0.1982	22	0.8532	0.1388	0.8532	0.9237
No log	0.2162	24	0.9412	-0.0154	0.9412	0.9702
No log	0.2342	26	1.1767	-0.0624	1.1767	1.0848
No log	0.2523	28	1.3747	-0.0365	1.3747	1.1725
No log	0.2703	30	1.1310	0.0304	1.1310	1.0635
No log	0.2883	32	0.9043	0.0883	0.9043	0.9510
No log	0.3063	34	0.9238	0.0883	0.9238	0.9611
No log	0.3243	36	0.8921	0.1159	0.8921	0.9445
No log	0.3423	38	0.7907	0.1866	0.7907	0.8892
No log	0.3604	40	0.7262	0.2846	0.7262	0.8522
No log	0.3784	42	0.7385	0.2285	0.7385	0.8594
No log	0.3964	44	0.8023	0.1588	0.8023	0.8957
No log	0.4144	46	0.7884	0.1576	0.7884	0.8879
No log	0.4324	48	0.7306	0.1233	0.7306	0.8548
No log	0.4505	50	0.7495	0.2402	0.7495	0.8657
No log	0.4685	52	0.7428	0.1678	0.7428	0.8619
No log	0.4865	54	0.7452	0.1233	0.7452	0.8633
No log	0.5045	56	0.8098	0.1588	0.8098	0.8999
No log	0.5225	58	1.0083	0.1311	1.0083	1.0042
No log	0.5405	60	1.2121	0.1005	1.2121	1.1010
No log	0.5586	62	1.2780	0.1230	1.2780	1.1305
No log	0.5766	64	1.1854	0.1005	1.1854	1.0887
No log	0.5946	66	1.0563	0.0883	1.0563	1.0278
No log	0.6126	68	0.8912	0.1727	0.8912	0.9440
No log	0.6306	70	0.7692	0.2342	0.7692	0.8770
No log	0.6486	72	0.7055	0.2004	0.7055	0.8399
No log	0.6667	74	0.6948	0.1610	0.6948	0.8335
No log	0.6847	76	0.7028	0.2205	0.7028	0.8383
No log	0.7027	78	0.7322	0.3886	0.7322	0.8557
No log	0.7207	80	0.9886	0.0988	0.9886	0.9943
No log	0.7387	82	1.0959	0.1432	1.0959	1.0469
No log	0.7568	84	1.2266	0.1047	1.2266	1.1075
No log	0.7748	86	1.2303	0.1503	1.2303	1.1092
No log	0.7928	88	1.0598	0.1146	1.0598	1.0295
No log	0.8108	90	0.8579	0.1910	0.8579	0.9262
No log	0.8288	92	0.7357	0.2253	0.7357	0.8577
No log	0.8468	94	0.7139	0.3161	0.7139	0.8449
No log	0.8649	96	0.7574	0.2862	0.7574	0.8703
No log	0.8829	98	0.8223	0.2253	0.8223	0.9068
No log	0.9009	100	0.8905	0.2104	0.8905	0.9437
No log	0.9189	102	0.9292	0.0854	0.9292	0.9639
No log	0.9369	104	0.8478	0.1404	0.8478	0.9208
No log	0.9550	106	0.7897	0.1677	0.7897	0.8886
No log	0.9730	108	0.7573	0.1814	0.7573	0.8702
No log	0.9910	110	0.7295	0.2899	0.7295	0.8541
No log	1.0090	112	0.7871	0.3534	0.7871	0.8872
No log	1.0270	114	0.7858	0.3812	0.7858	0.8865
No log	1.0450	116	0.6670	0.4255	0.6670	0.8167
No log	1.0631	118	0.6023	0.3551	0.6023	0.7761
No log	1.0811	120	0.6497	0.2346	0.6497	0.8060
No log	1.0991	122	0.6334	0.2665	0.6334	0.7959
No log	1.1171	124	0.5882	0.3653	0.5882	0.7669
No log	1.1351	126	0.5813	0.3499	0.5813	0.7624
No log	1.1532	128	0.5932	0.3653	0.5932	0.7702
No log	1.1712	130	0.5819	0.3346	0.5819	0.7628
No log	1.1892	132	0.5705	0.3063	0.5705	0.7553
No log	1.2072	134	0.5657	0.3693	0.5657	0.7521
No log	1.2252	136	0.5743	0.3510	0.5743	0.7578
No log	1.2432	138	0.5988	0.3489	0.5988	0.7738
No log	1.2613	140	0.6229	0.2995	0.6229	0.7893
No log	1.2793	142	0.5951	0.4164	0.5951	0.7714
No log	1.2973	144	0.5974	0.5132	0.5974	0.7729
No log	1.3153	146	0.6558	0.4406	0.6558	0.8098
No log	1.3333	148	0.6640	0.4103	0.6640	0.8149
No log	1.3514	150	0.6464	0.4372	0.6464	0.8040
No log	1.3694	152	0.6766	0.4025	0.6766	0.8226
No log	1.3874	154	0.7311	0.3201	0.7311	0.8550
No log	1.4054	156	0.8348	0.2456	0.8348	0.9137
No log	1.4234	158	0.9137	0.2554	0.9137	0.9559
No log	1.4414	160	0.8943	0.2232	0.8943	0.9457
No log	1.4595	162	0.7897	0.3504	0.7897	0.8886
No log	1.4775	164	0.6922	0.3641	0.6922	0.8320
No log	1.4955	166	0.6697	0.3641	0.6697	0.8183
No log	1.5135	168	0.6543	0.3641	0.6543	0.8089
No log	1.5315	170	0.6915	0.4114	0.6915	0.8316
No log	1.5495	172	0.7581	0.4234	0.7581	0.8707
No log	1.5676	174	0.7520	0.3940	0.7520	0.8672
No log	1.5856	176	0.7271	0.3173	0.7271	0.8527
No log	1.6036	178	0.7106	0.2680	0.7106	0.8430
No log	1.6216	180	0.6183	0.3350	0.6183	0.7863
No log	1.6396	182	0.5564	0.3806	0.5564	0.7460
No log	1.6577	184	0.5530	0.4287	0.5530	0.7436
No log	1.6757	186	0.5680	0.3950	0.5680	0.7537
No log	1.6937	188	0.5956	0.3786	0.5956	0.7717
No log	1.7117	190	0.6842	0.2142	0.6842	0.8271
No log	1.7297	192	0.7144	0.1975	0.7144	0.8452
No log	1.7477	194	0.7009	0.2629	0.7009	0.8372
No log	1.7658	196	0.6607	0.3457	0.6607	0.8128
No log	1.7838	198	0.6547	0.3978	0.6547	0.8091
No log	1.8018	200	0.6134	0.3709	0.6134	0.7832
No log	1.8198	202	0.6114	0.3867	0.6114	0.7819
No log	1.8378	204	0.6122	0.3346	0.6122	0.7824
No log	1.8559	206	0.6298	0.3642	0.6298	0.7936
No log	1.8739	208	0.7222	0.3339	0.7222	0.8498
No log	1.8919	210	0.7162	0.2880	0.7162	0.8463
No log	1.9099	212	0.6663	0.2995	0.6663	0.8163
No log	1.9279	214	0.6356	0.3160	0.6356	0.7972
No log	1.9459	216	0.6893	0.3149	0.6893	0.8302
No log	1.9640	218	0.7682	0.2795	0.7682	0.8765
No log	1.9820	220	0.8246	0.2629	0.8246	0.9081
No log	2.0	222	0.7628	0.2795	0.7628	0.8734
No log	2.0180	224	0.7160	0.2961	0.7160	0.8462
No log	2.0360	226	0.6778	0.3489	0.6778	0.8233
No log	2.0541	228	0.6358	0.3339	0.6358	0.7974
No log	2.0721	230	0.7294	0.2962	0.7294	0.8540
No log	2.0901	232	0.7215	0.2296	0.7215	0.8494
No log	2.1081	234	0.6226	0.2463	0.6226	0.7890
No log	2.1261	236	0.5498	0.3960	0.5498	0.7415
No log	2.1441	238	0.5644	0.3467	0.5644	0.7513
No log	2.1622	240	0.6675	0.2629	0.6675	0.8170
No log	2.1802	242	0.9309	0.2524	0.9309	0.9648
No log	2.1982	244	1.1172	0.2509	1.1172	1.0570
No log	2.2162	246	1.0851	0.3005	1.0851	1.0417
No log	2.2342	248	0.8880	0.3065	0.8880	0.9423
No log	2.2523	250	0.7647	0.3179	0.7647	0.8744
No log	2.2703	252	0.7516	0.3019	0.7516	0.8670
No log	2.2883	254	0.7828	0.2463	0.7828	0.8848
No log	2.3063	256	0.8334	0.2129	0.8334	0.9129
No log	2.3243	258	0.8149	0.1473	0.8149	0.9027
No log	2.3423	260	0.7896	0.1473	0.7896	0.8886
No log	2.3604	262	0.7761	0.1473	0.7761	0.8810
No log	2.3784	264	0.7433	0.1640	0.7433	0.8621
No log	2.3964	266	0.6698	0.2463	0.6698	0.8184
No log	2.4144	268	0.6239	0.2984	0.6239	0.7899
No log	2.4324	270	0.6378	0.2807	0.6378	0.7986
No log	2.4505	272	0.7215	0.2296	0.7215	0.8494
No log	2.4685	274	0.8352	0.1427	0.8352	0.9139
No log	2.4865	276	0.9405	0.2211	0.9405	0.9698
No log	2.5045	278	0.8781	0.2356	0.8781	0.9371
No log	2.5225	280	0.7593	0.2364	0.7593	0.8714
No log	2.5405	282	0.7046	0.2296	0.7046	0.8394
No log	2.5586	284	0.6498	0.2795	0.6498	0.8061
No log	2.5766	286	0.6194	0.3127	0.6194	0.7870
No log	2.5946	288	0.6273	0.3127	0.6273	0.7921
No log	2.6126	290	0.6632	0.2961	0.6632	0.8144
No log	2.6306	292	0.7027	0.2629	0.7027	0.8383
No log	2.6486	294	0.6783	0.3179	0.6783	0.8236
No log	2.6667	296	0.6228	0.3201	0.6228	0.7892
No log	2.6847	298	0.6008	0.3201	0.6008	0.7751
No log	2.7027	300	0.6051	0.3201	0.6051	0.7779
No log	2.7207	302	0.6680	0.3030	0.6680	0.8173
No log	2.7387	304	0.7869	0.2536	0.7869	0.8871
No log	2.7568	306	0.8823	0.2738	0.8823	0.9393
No log	2.7748	308	0.8308	0.2129	0.8308	0.9115
No log	2.7928	310	0.7397	0.2547	0.7397	0.8601
No log	2.8108	312	0.6940	0.2869	0.6940	0.8331
No log	2.8288	314	0.7429	0.2463	0.7429	0.8619
No log	2.8468	316	0.7912	0.2374	0.7912	0.8895
No log	2.8649	318	0.8657	0.3104	0.8657	0.9304
No log	2.8829	320	0.9190	0.3005	0.9190	0.9586
No log	2.9009	322	0.9321	0.2952	0.9321	0.9654
No log	2.9189	324	0.9002	0.2524	0.9002	0.9488
No log	2.9369	326	0.8175	0.2296	0.8175	0.9042
No log	2.9550	328	0.7502	0.2463	0.7502	0.8661
No log	2.9730	330	0.6839	0.2869	0.6839	0.8270
No log	2.9910	332	0.6555	0.2869	0.6555	0.8097
No log	3.0090	334	0.6374	0.3030	0.6374	0.7984
No log	3.0270	336	0.6554	0.2708	0.6554	0.8096
No log	3.0450	338	0.7280	0.2697	0.7280	0.8532
No log	3.0631	340	0.7831	0.2536	0.7831	0.8850
No log	3.0811	342	0.8075	0.3448	0.8075	0.8986
No log	3.0991	344	0.7734	0.3595	0.7734	0.8794
No log	3.1171	346	0.6120	0.4170	0.6120	0.7823
No log	3.1351	348	0.5322	0.3987	0.5322	0.7295
No log	3.1532	350	0.5078	0.4621	0.5078	0.7126
No log	3.1712	352	0.5221	0.4613	0.5221	0.7226
No log	3.1892	354	0.6159	0.3030	0.6159	0.7848
No log	3.2072	356	0.6868	0.2917	0.6868	0.8287
No log	3.2252	358	0.7146	0.2129	0.7146	0.8454
No log	3.2432	360	0.6774	0.2547	0.6774	0.8230
No log	3.2613	362	0.6274	0.3190	0.6274	0.7921
No log	3.2793	364	0.5947	0.3190	0.5947	0.7712
No log	3.2973	366	0.6158	0.3190	0.6158	0.7847
No log	3.3153	368	0.6510	0.3030	0.6510	0.8068
No log	3.3333	370	0.7170	0.2129	0.7170	0.8468
No log	3.3514	372	0.7871	0.1962	0.7871	0.8872
No log	3.3694	374	0.7959	0.1962	0.7959	0.8921
No log	3.3874	376	0.7558	0.2129	0.7558	0.8693
No log	3.4054	378	0.7177	0.2129	0.7177	0.8471
No log	3.4234	380	0.6971	0.2129	0.6971	0.8349
No log	3.4414	382	0.6809	0.3019	0.6809	0.8252
No log	3.4595	384	0.6761	0.3030	0.6761	0.8222
No log	3.4775	386	0.7022	0.3019	0.7022	0.8380
No log	3.4955	388	0.6606	0.3030	0.6606	0.8128
No log	3.5135	390	0.6032	0.3190	0.6032	0.7766
No log	3.5315	392	0.5870	0.3350	0.5870	0.7662
No log	3.5495	394	0.6200	0.3190	0.6200	0.7874
No log	3.5676	396	0.6951	0.2547	0.6951	0.8337
No log	3.5856	398	0.7573	0.2536	0.7573	0.8703
No log	3.6036	400	0.7615	0.2536	0.7615	0.8726
No log	3.6216	402	0.7091	0.2536	0.7091	0.8421
No log	3.6396	404	0.6615	0.2547	0.6615	0.8134
No log	3.6577	406	0.6485	0.2869	0.6485	0.8053
No log	3.6757	408	0.7049	0.2129	0.7049	0.8396
No log	3.6937	410	0.7804	0.2129	0.7804	0.8834
No log	3.7117	412	0.7970	0.2129	0.7970	0.8928
No log	3.7297	414	0.7299	0.2296	0.7299	0.8544
No log	3.7477	416	0.6568	0.3030	0.6568	0.8105
No log	3.7658	418	0.6485	0.3190	0.6485	0.8053
No log	3.7838	420	0.6910	0.2697	0.6910	0.8313
No log	3.8018	422	0.7658	0.2212	0.7658	0.8751
No log	3.8198	424	0.8436	0.2212	0.8436	0.9185
No log	3.8378	426	0.8984	0.1988	0.8984	0.9478
No log	3.8559	428	0.8661	0.2129	0.8661	0.9306
No log	3.8739	430	0.7807	0.2129	0.7807	0.8836
No log	3.8919	432	0.7045	0.2296	0.7045	0.8393
No log	3.9099	434	0.6660	0.2475	0.6660	0.8161
No log	3.9279	436	0.6558	0.2641	0.6558	0.8098
No log	3.9459	438	0.6719	0.2309	0.6719	0.8197
No log	3.9640	440	0.7322	0.2374	0.7322	0.8557
No log	3.9820	442	0.8473	0.2778	0.8473	0.9205
No log	4.0	444	0.9233	0.2935	0.9233	0.9609
No log	4.0180	446	0.9443	0.3516	0.9443	0.9717
No log	4.0360	448	0.8768	0.2885	0.8768	0.9364
No log	4.0541	450	0.8221	0.2364	0.8221	0.9067
No log	4.0721	452	0.7652	0.2129	0.7652	0.8747
No log	4.0901	454	0.7460	0.2129	0.7460	0.8637
No log	4.1081	456	0.7622	0.2129	0.7622	0.8730
No log	4.1261	458	0.8182	0.2129	0.8182	0.9046
No log	4.1441	460	0.8820	0.1988	0.8820	0.9391
No log	4.1622	462	0.8837	0.1988	0.8837	0.9400
No log	4.1802	464	0.8128	0.2129	0.8128	0.9016
No log	4.1982	466	0.7129	0.2296	0.7129	0.8443
No log	4.2162	468	0.6444	0.2463	0.6444	0.8028
No log	4.2342	470	0.6199	0.2463	0.6199	0.7874
No log	4.2523	472	0.6403	0.2463	0.6403	0.8002
No log	4.2703	474	0.6689	0.2463	0.6689	0.8179
No log	4.2883	476	0.6937	0.2296	0.6937	0.8329
No log	4.3063	478	0.7675	0.2129	0.7675	0.8761
No log	4.3243	480	0.8053	0.2212	0.8053	0.8974
No log	4.3423	482	0.8405	0.2593	0.8405	0.9168
No log	4.3604	484	0.8279	0.2593	0.8279	0.9099
No log	4.3784	486	0.8611	0.2800	0.8611	0.9280
No log	4.3964	488	0.8772	0.3143	0.8772	0.9366
No log	4.4144	490	0.9202	0.2601	0.9202	0.9593
No log	4.4324	492	0.9551	0.2946	0.9551	0.9773
No log	4.4505	494	0.9667	0.2900	0.9667	0.9832
No log	4.4685	496	0.8883	0.2857	0.8883	0.9425
No log	4.4865	498	0.8095	0.2857	0.8095	0.8997
0.3433	4.5045	500	0.7896	0.2506	0.7896	0.8886
0.3433	4.5225	502	0.8128	0.2506	0.8128	0.9016
0.3433	4.5405	504	0.8720	0.2506	0.8720	0.9338
0.3433	4.5586	506	0.9158	0.2912	0.9158	0.9570
0.3433	4.5766	508	0.9118	0.2912	0.9118	0.9549
0.3433	4.5946	510	0.9150	0.2912	0.9150	0.9566
0.3433	4.6126	512	0.8812	0.3234	0.8812	0.9387
0.3433	4.6306	514	0.8594	0.3234	0.8594	0.9271
0.3433	4.6486	516	0.8408	0.3190	0.8408	0.9170
0.3433	4.6667	518	0.8324	0.3190	0.8324	0.9124
0.3433	4.6847	520	0.8702	0.3190	0.8702	0.9329
0.3433	4.7027	522	0.9313	0.3316	0.9313	0.9650
0.3433	4.7207	524	0.9342	0.3540	0.9342	0.9666
0.3433	4.7387	526	0.8888	0.2857	0.8888	0.9427
0.3433	4.7568	528	0.8142	0.2800	0.8142	0.9023
0.3433	4.7748	530	0.7549	0.2362	0.7549	0.8688
0.3433	4.7928	532	0.7095	0.1975	0.7095	0.8423
0.3433	4.8108	534	0.7030	0.1808	0.7030	0.8384
0.3433	4.8288	536	0.7278	0.2212	0.7278	0.8531
0.3433	4.8468	538	0.7709	0.2800	0.7709	0.8780
0.3433	4.8649	540	0.8233	0.2857	0.8233	0.9074
0.3433	4.8829	542	0.8534	0.2857	0.8534	0.9238
0.3433	4.9009	544	0.8631	0.3190	0.8631	0.9290
0.3433	4.9189	546	0.8376	0.2857	0.8376	0.9152
0.3433	4.9369	548	0.8359	0.2857	0.8359	0.9143
0.3433	4.9550	550	0.8323	0.2857	0.8323	0.9123
0.3433	4.9730	552	0.7685	0.2593	0.7685	0.8766
0.3433	4.9910	554	0.7158	0.2374	0.7158	0.8460
0.3433	5.0090	556	0.6551	0.2708	0.6551	0.8094
0.3433	5.0270	558	0.6190	0.3384	0.6190	0.7868
0.3433	5.0450	560	0.6253	0.3577	0.6253	0.7907
0.3433	5.0631	562	0.6885	0.3114	0.6885	0.8298
0.3433	5.0811	564	0.7961	0.3421	0.7961	0.8922
0.3433	5.0991	566	0.9034	0.2783	0.9034	0.9505
0.3433	5.1171	568	0.9215	0.2783	0.9215	0.9600
0.3433	5.1351	570	0.8738	0.2732	0.8738	0.9348
0.3433	5.1532	572	0.8631	0.2861	0.8631	0.9290
0.3433	5.1712	574	0.8401	0.3548	0.8401	0.9166
0.3433	5.1892	576	0.7723	0.3343	0.7723	0.8788
0.3433	5.2072	578	0.6819	0.3114	0.6819	0.8258
0.3433	5.2252	580	0.6305	0.3019	0.6305	0.7940
0.3433	5.2432	582	0.6151	0.3499	0.6151	0.7843
0.3433	5.2613	584	0.6263	0.3073	0.6263	0.7914
0.3433	5.2793	586	0.6635	0.3266	0.6635	0.8145
0.3433	5.2973	588	0.7208	0.3383	0.7208	0.8490
0.3433	5.3153	590	0.8046	0.3412	0.8046	0.8970
0.3433	5.3333	592	0.8648	0.2802	0.8648	0.9300
0.3433	5.3514	594	0.8899	0.2802	0.8899	0.9434
0.3433	5.3694	596	0.8837	0.2802	0.8837	0.9400
0.3433	5.3874	598	0.8495	0.3276	0.8495	0.9217
0.3433	5.4054	600	0.8135	0.3276	0.8135	0.9020
0.3433	5.4234	602	0.7818	0.3412	0.7818	0.8842
0.3433	5.4414	604	0.7915	0.3412	0.7915	0.8897
0.3433	5.4595	606	0.7972	0.3412	0.7972	0.8929
0.3433	5.4775	608	0.8072	0.2935	0.8072	0.8985
0.3433	5.4955	610	0.7917	0.3412	0.7917	0.8898
0.3433	5.5135	612	0.8104	0.3412	0.8104	0.9002
0.3433	5.5315	614	0.8542	0.3276	0.8542	0.9243
0.3433	5.5495	616	0.8912	0.2802	0.8912	0.9440
0.3433	5.5676	618	0.9097	0.3103	0.9097	0.9538
0.3433	5.5856	620	0.8879	0.2802	0.8879	0.9423
0.3433	5.6036	622	0.8583	0.3234	0.8583	0.9264
0.3433	5.6216	624	0.8273	0.3190	0.8273	0.9096
0.3433	5.6396	626	0.8223	0.3190	0.8223	0.9068
0.3433	5.6577	628	0.8250	0.3234	0.8250	0.9083
0.3433	5.6757	630	0.7929	0.3374	0.7929	0.8904
0.3433	5.6937	632	0.7404	0.3005	0.7404	0.8604
0.3433	5.7117	634	0.7203	0.3104	0.7203	0.8487
0.3433	5.7297	636	0.7190	0.3104	0.7190	0.8479
0.3433	5.7477	638	0.7381	0.3104	0.7381	0.8591
0.3433	5.7658	640	0.7719	0.3374	0.7719	0.8786
0.3433	5.7838	642	0.8215	0.3234	0.8215	0.9063
0.3433	5.8018	644	0.8398	0.3234	0.8398	0.9164
0.3433	5.8198	646	0.8687	0.3012	0.8687	0.9320
0.3433	5.8378	648	0.8630	0.3059	0.8630	0.9290
0.3433	5.8559	650	0.8177	0.3374	0.8177	0.9043
0.3433	5.8739	652	0.7927	0.3056	0.7927	0.8903
0.3433	5.8919	654	0.7791	0.3056	0.7791	0.8826
0.3433	5.9099	656	0.7526	0.3056	0.7526	0.8675
0.3433	5.9279	658	0.7402	0.3153	0.7402	0.8603
0.3433	5.9459	660	0.7286	0.3153	0.7286	0.8536
0.3433	5.9640	662	0.7384	0.3153	0.7384	0.8593
0.3433	5.9820	664	0.7467	0.3005	0.7467	0.8641
0.3433	6.0	666	0.7619	0.3056	0.7619	0.8729
0.3433	6.0180	668	0.8046	0.3234	0.8046	0.8970
0.3433	6.0360	670	0.8289	0.3234	0.8289	0.9104
0.3433	6.0541	672	0.8205	0.3234	0.8205	0.9058
0.3433	6.0721	674	0.8146	0.3234	0.8146	0.9025
0.3433	6.0901	676	0.8282	0.3234	0.8282	0.9101
0.3433	6.1081	678	0.8427	0.3234	0.8427	0.9180
0.3433	6.1261	680	0.8504	0.3234	0.8504	0.9222
0.3433	6.1441	682	0.8864	0.3059	0.8864	0.9415
0.3433	6.1622	684	0.9262	0.2900	0.9262	0.9624
0.3433	6.1802	686	0.9369	0.2990	0.9369	0.9679
0.3433	6.1982	688	0.9517	0.2990	0.9517	0.9755
0.3433	6.2162	690	0.9064	0.2900	0.9064	0.9521
0.3433	6.2342	692	0.8394	0.3374	0.8394	0.9162
0.3433	6.2523	694	0.7926	0.3514	0.7926	0.8903
0.3433	6.2703	696	0.7591	0.3514	0.7591	0.8713
0.3433	6.2883	698	0.7486	0.3153	0.7486	0.8652
0.3433	6.3063	700	0.7519	0.2952	0.7519	0.8671
0.3433	6.3243	702	0.7539	0.2952	0.7539	0.8683
0.3433	6.3423	704	0.7716	0.3374	0.7716	0.8784
0.3433	6.3604	706	0.7922	0.3234	0.7922	0.8901
0.3433	6.3784	708	0.7905	0.3374	0.7905	0.8891
0.3433	6.3964	710	0.7742	0.3333	0.7742	0.8799
0.3433	6.4144	712	0.7715	0.3333	0.7715	0.8784
0.3433	6.4324	714	0.7809	0.3333	0.7809	0.8837
0.3433	6.4505	716	0.8061	0.3333	0.8061	0.8978
0.3433	6.4685	718	0.8254	0.3190	0.8254	0.9085
0.3433	6.4865	720	0.8256	0.3190	0.8256	0.9086
0.3433	6.5045	722	0.8143	0.3190	0.8143	0.9024
0.3433	6.5225	724	0.7938	0.3190	0.7938	0.8910
0.3433	6.5405	726	0.7871	0.3190	0.7871	0.8872
0.3433	6.5586	728	0.7605	0.3477	0.7605	0.8721
0.3433	6.5766	730	0.7620	0.3477	0.7620	0.8729
0.3433	6.5946	732	0.7593	0.3477	0.7593	0.8714
0.3433	6.6126	734	0.7401	0.3477	0.7401	0.8603
0.3433	6.6306	736	0.7263	0.3477	0.7263	0.8522
0.3433	6.6486	738	0.7208	0.3153	0.7208	0.8490
0.3433	6.6667	740	0.7382	0.3477	0.7382	0.8592
0.3433	6.6847	742	0.7536	0.3333	0.7536	0.8681
0.3433	6.7027	744	0.7676	0.3412	0.7676	0.8761
0.3433	6.7207	746	0.7719	0.3412	0.7719	0.8786
0.3433	6.7387	748	0.7676	0.3412	0.7676	0.8761
0.3433	6.7568	750	0.7700	0.3412	0.7700	0.8775
0.3433	6.7748	752	0.7431	0.3548	0.7431	0.8620
0.3433	6.7928	754	0.6925	0.3153	0.6925	0.8321
0.3433	6.8108	756	0.6785	0.3448	0.6785	0.8237
0.3433	6.8288	758	0.6822	0.3653	0.6822	0.8260
0.3433	6.8468	760	0.6891	0.3653	0.6891	0.8301
0.3433	6.8649	762	0.6943	0.3653	0.6943	0.8332
0.3433	6.8829	764	0.6763	0.3792	0.6763	0.8224
0.3433	6.9009	766	0.6880	0.3653	0.6880	0.8295
0.3433	6.9189	768	0.7360	0.3548	0.7360	0.8579
0.3433	6.9369	770	0.8011	0.3194	0.8011	0.8950
0.3433	6.9550	772	0.9053	0.3295	0.9053	0.9514
0.3433	6.9730	774	0.9719	0.3361	0.9719	0.9859
0.3433	6.9910	776	0.9705	0.3361	0.9705	0.9851
0.3433	7.0090	778	0.9157	0.3260	0.9157	0.9569
0.3433	7.0270	780	0.8476	0.3103	0.8476	0.9207
0.3433	7.0450	782	0.8027	0.3059	0.8027	0.8959
0.3433	7.0631	784	0.7649	0.3374	0.7649	0.8746
0.3433	7.0811	786	0.7316	0.3374	0.7316	0.8553
0.3433	7.0991	788	0.7358	0.3374	0.7358	0.8578
0.3433	7.1171	790	0.7683	0.3412	0.7683	0.8765
0.3433	7.1351	792	0.8274	0.3103	0.8274	0.9096
0.3433	7.1532	794	0.8561	0.3390	0.8561	0.9253
0.3433	7.1712	796	0.8576	0.3390	0.8576	0.9261
0.3433	7.1892	798	0.8344	0.3390	0.8344	0.9134
0.3433	7.2072	800	0.8095	0.3192	0.8095	0.8997
0.3433	7.2252	802	0.7926	0.3412	0.7926	0.8903
0.3433	7.2432	804	0.7601	0.3412	0.7601	0.8718
0.3433	7.2613	806	0.7541	0.3412	0.7541	0.8684
0.3433	7.2793	808	0.7283	0.3412	0.7283	0.8534
0.3433	7.2973	810	0.6933	0.2720	0.6933	0.8327
0.3433	7.3153	812	0.6732	0.2658	0.6732	0.8205
0.3433	7.3333	814	0.6790	0.2658	0.6790	0.8240
0.3433	7.3514	816	0.7148	0.3056	0.7148	0.8455
0.3433	7.3694	818	0.7636	0.3706	0.7636	0.8738
0.3433	7.3874	820	0.8118	0.3354	0.8118	0.9010
0.3433	7.4054	822	0.8566	0.2946	0.8566	0.9255
0.3433	7.4234	824	0.8803	0.3260	0.8803	0.9382
0.3433	7.4414	826	0.8686	0.3378	0.8686	0.9320
0.3433	7.4595	828	0.8698	0.3378	0.8698	0.9326
0.3433	7.4775	830	0.8752	0.3378	0.8752	0.9355
0.3433	7.4955	832	0.8701	0.2990	0.8701	0.9328
0.3433	7.5135	834	0.8644	0.2946	0.8644	0.9297
0.3433	7.5315	836	0.8440	0.3390	0.8440	0.9187
0.3433	7.5495	838	0.8058	0.3390	0.8058	0.8977
0.3433	7.5676	840	0.7719	0.3573	0.7719	0.8786
0.3433	7.5856	842	0.7484	0.3276	0.7484	0.8651
0.3433	7.6036	844	0.7265	0.3333	0.7265	0.8523
0.3433	7.6216	846	0.7215	0.3333	0.7215	0.8494
0.3433	7.6396	848	0.7350	0.3374	0.7350	0.8573
0.3433	7.6577	850	0.7610	0.3276	0.7610	0.8723
0.3433	7.6757	852	0.7962	0.3354	0.7962	0.8923
0.3433	7.6937	854	0.8177	0.3390	0.8177	0.9042
0.3433	7.7117	856	0.8293	0.3390	0.8293	0.9107
0.3433	7.7297	858	0.8235	0.3390	0.8235	0.9075
0.3433	7.7477	860	0.8215	0.3390	0.8215	0.9064
0.3433	7.7658	862	0.8062	0.3390	0.8062	0.8979
0.3433	7.7838	864	0.7831	0.3516	0.7831	0.8850
0.3433	7.8018	866	0.7464	0.3412	0.7464	0.8639
0.3433	7.8198	868	0.7472	0.3581	0.7472	0.8644
0.3433	7.8378	870	0.7588	0.3581	0.7588	0.8711
0.3433	7.8559	872	0.7578	0.3581	0.7578	0.8705
0.3433	7.8739	874	0.7604	0.3581	0.7604	0.8720
0.3433	7.8919	876	0.7501	0.3581	0.7501	0.8661
0.3433	7.9099	878	0.7380	0.3581	0.7380	0.8591
0.3433	7.9279	880	0.7306	0.3548	0.7306	0.8548
0.3433	7.9459	882	0.7192	0.3548	0.7192	0.8480
0.3433	7.9640	884	0.7203	0.3548	0.7203	0.8487
0.3433	7.9820	886	0.7319	0.3548	0.7319	0.8555
0.3433	8.0	888	0.7537	0.3412	0.7537	0.8682
0.3433	8.0180	890	0.7799	0.3276	0.7799	0.8831
0.3433	8.0360	892	0.7904	0.3276	0.7904	0.8891
0.3433	8.0541	894	0.7909	0.3276	0.7909	0.8894
0.3433	8.0721	896	0.7881	0.3276	0.7881	0.8877
0.3433	8.0901	898	0.7920	0.3316	0.7920	0.8899
0.3433	8.1081	900	0.7899	0.3449	0.7899	0.8888
0.3433	8.1261	902	0.7862	0.3449	0.7862	0.8867
0.3433	8.1441	904	0.7775	0.3581	0.7775	0.8818
0.3433	8.1622	906	0.7870	0.3362	0.7870	0.8871
0.3433	8.1802	908	0.7838	0.3643	0.7838	0.8853
0.3433	8.1982	910	0.7591	0.3581	0.7591	0.8713
0.3433	8.2162	912	0.7503	0.3581	0.7503	0.8662
0.3433	8.2342	914	0.7471	0.3581	0.7471	0.8644
0.3433	8.2523	916	0.7594	0.3581	0.7594	0.8715
0.3433	8.2703	918	0.7747	0.3643	0.7747	0.8802
0.3433	8.2883	920	0.7682	0.3581	0.7682	0.8765
0.3433	8.3063	922	0.7693	0.3581	0.7693	0.8771
0.3433	8.3243	924	0.7513	0.3548	0.7513	0.8668
0.3433	8.3423	926	0.7185	0.3243	0.7185	0.8476
0.3433	8.3604	928	0.6878	0.2922	0.6878	0.8294
0.3433	8.3784	930	0.6655	0.2810	0.6655	0.8158
0.3433	8.3964	932	0.6563	0.2750	0.6563	0.8101
0.3433	8.4144	934	0.6578	0.2750	0.6578	0.8111
0.3433	8.4324	936	0.6651	0.2750	0.6651	0.8155
0.3433	8.4505	938	0.6833	0.2810	0.6833	0.8266
0.3433	8.4685	940	0.6959	0.2810	0.6959	0.8342
0.3433	8.4865	942	0.7179	0.2571	0.7179	0.8473
0.3433	8.5045	944	0.7523	0.2912	0.7523	0.8674
0.3433	8.5225	946	0.7790	0.2963	0.7790	0.8826
0.3433	8.5405	948	0.7827	0.2963	0.7827	0.8847
0.3433	8.5586	950	0.7837	0.2963	0.7837	0.8852
0.3433	8.5766	952	0.7742	0.2963	0.7742	0.8799
0.3433	8.5946	954	0.7655	0.2963	0.7655	0.8749
0.3433	8.6126	956	0.7586	0.2963	0.7586	0.8710
0.3433	8.6306	958	0.7567	0.2963	0.7567	0.8699
0.3433	8.6486	960	0.7470	0.2912	0.7470	0.8643
0.3433	8.6667	962	0.7375	0.2912	0.7375	0.8588
0.3433	8.6847	964	0.7244	0.3005	0.7244	0.8511
0.3433	8.7027	966	0.7196	0.3005	0.7196	0.8483
0.3433	8.7207	968	0.7098	0.3005	0.7098	0.8425
0.3433	8.7387	970	0.6925	0.2658	0.6925	0.8322
0.3433	8.7568	972	0.6828	0.2810	0.6828	0.8263
0.3433	8.7748	974	0.6738	0.2810	0.6738	0.8209
0.3433	8.7928	976	0.6756	0.2810	0.6756	0.8219
0.3433	8.8108	978	0.6880	0.3153	0.6880	0.8295
0.3433	8.8288	980	0.6998	0.3005	0.6998	0.8365
0.3433	8.8468	982	0.7186	0.3005	0.7186	0.8477
0.3433	8.8649	984	0.7418	0.2963	0.7418	0.8613
0.3433	8.8829	986	0.7697	0.3276	0.7697	0.8773
0.3433	8.9009	988	0.7924	0.3276	0.7924	0.8902
0.3433	8.9189	990	0.8091	0.3573	0.8091	0.8995
0.3433	8.9369	992	0.8169	0.3573	0.8169	0.9038
0.3433	8.9550	994	0.8195	0.3573	0.8195	0.9052
0.3433	8.9730	996	0.8226	0.3573	0.8226	0.9070
0.3433	8.9910	998	0.8142	0.3573	0.8142	0.9024
0.059	9.0090	1000	0.8103	0.3573	0.8103	0.9002
0.059	9.0270	1002	0.8001	0.3573	0.8001	0.8945
0.059	9.0450	1004	0.7776	0.3276	0.7776	0.8818
0.059	9.0631	1006	0.7566	0.3412	0.7566	0.8698
0.059	9.0811	1008	0.7430	0.3103	0.7430	0.8620
0.059	9.0991	1010	0.7303	0.3056	0.7303	0.8546
0.059	9.1171	1012	0.7193	0.3056	0.7193	0.8481
0.059	9.1351	1014	0.7099	0.3056	0.7099	0.8426
0.059	9.1532	1016	0.7061	0.3056	0.7061	0.8403
0.059	9.1712	1018	0.7093	0.3056	0.7093	0.8422
0.059	9.1892	1020	0.7164	0.3056	0.7164	0.8464
0.059	9.2072	1022	0.7233	0.3103	0.7233	0.8505
0.059	9.2252	1024	0.7333	0.3412	0.7333	0.8564
0.059	9.2432	1026	0.7473	0.3276	0.7473	0.8644
0.059	9.2613	1028	0.7568	0.3276	0.7568	0.8700
0.059	9.2793	1030	0.7608	0.3276	0.7608	0.8722
0.059	9.2973	1032	0.7628	0.3276	0.7628	0.8734
0.059	9.3153	1034	0.7673	0.3276	0.7673	0.8760
0.059	9.3333	1036	0.7660	0.3276	0.7660	0.8752
0.059	9.3514	1038	0.7611	0.3276	0.7611	0.8724
0.059	9.3694	1040	0.7613	0.3276	0.7613	0.8725
0.059	9.3874	1042	0.7613	0.3276	0.7613	0.8725
0.059	9.4054	1044	0.7662	0.3276	0.7662	0.8754
0.059	9.4234	1046	0.7676	0.3276	0.7676	0.8761
0.059	9.4414	1048	0.7694	0.3276	0.7694	0.8771
0.059	9.4595	1050	0.7751	0.3276	0.7751	0.8804
0.059	9.4775	1052	0.7867	0.3573	0.7867	0.8870
0.059	9.4955	1054	0.8018	0.3573	0.8018	0.8954
0.059	9.5135	1056	0.8113	0.3573	0.8113	0.9007
0.059	9.5315	1058	0.8109	0.3573	0.8109	0.9005
0.059	9.5495	1060	0.8089	0.3573	0.8089	0.8994
0.059	9.5676	1062	0.8053	0.3573	0.8053	0.8974
0.059	9.5856	1064	0.8026	0.3573	0.8026	0.8959
0.059	9.6036	1066	0.7987	0.3573	0.7987	0.8937
0.059	9.6216	1068	0.7970	0.3573	0.7970	0.8927
0.059	9.6396	1070	0.7926	0.3573	0.7926	0.8903
0.059	9.6577	1072	0.7868	0.3276	0.7868	0.8870
0.059	9.6757	1074	0.7811	0.3412	0.7811	0.8838
0.059	9.6937	1076	0.7755	0.3412	0.7755	0.8806
0.059	9.7117	1078	0.7700	0.3412	0.7700	0.8775
0.059	9.7297	1080	0.7630	0.3412	0.7630	0.8735
0.059	9.7477	1082	0.7577	0.3412	0.7577	0.8705
0.059	9.7658	1084	0.7567	0.3412	0.7567	0.8699
0.059	9.7838	1086	0.7558	0.3412	0.7558	0.8694
0.059	9.8018	1088	0.7559	0.3412	0.7559	0.8694
0.059	9.8198	1090	0.7551	0.3412	0.7551	0.8689
0.059	9.8378	1092	0.7539	0.3412	0.7539	0.8683
0.059	9.8559	1094	0.7525	0.3412	0.7525	0.8675
0.059	9.8739	1096	0.7520	0.3412	0.7520	0.8672
0.059	9.8919	1098	0.7513	0.3412	0.7513	0.8668
0.059	9.9099	1100	0.7511	0.3412	0.7511	0.8667
0.059	9.9279	1102	0.7509	0.3412	0.7509	0.8665
0.059	9.9459	1104	0.7506	0.3412	0.7506	0.8664
0.059	9.9640	1106	0.7504	0.3412	0.7504	0.8662
0.059	9.9820	1108	0.7499	0.3412	0.7499	0.8660
0.059	10.0	1110	0.7497	0.3412	0.7497	0.8658

Framework versions

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