ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k10_task2_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: 1.0488
• Qwk: 0.3133
• Mse: 1.0488
• Rmse: 1.0241

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	0.0541	2	4.5248	0.0010	4.5248	2.1272
No log	0.1081	4	2.8874	-0.0233	2.8874	1.6992
No log	0.1622	6	2.0023	0.0452	2.0023	1.4150
No log	0.2162	8	1.7092	0.0062	1.7092	1.3074
No log	0.2703	10	1.9853	-0.0093	1.9853	1.4090
No log	0.3243	12	2.3000	0.0007	2.3000	1.5166
No log	0.3784	14	2.3536	-0.0291	2.3536	1.5341
No log	0.4324	16	1.6487	0.0372	1.6487	1.2840
No log	0.4865	18	1.2790	0.1643	1.2790	1.1309
No log	0.5405	20	1.3227	0.0426	1.3227	1.1501
No log	0.5946	22	1.4101	0.0169	1.4101	1.1875
No log	0.6486	24	1.6814	0.0	1.6814	1.2967
No log	0.7027	26	1.5160	-0.0149	1.5160	1.2313
No log	0.7568	28	1.3422	0.0426	1.3422	1.1585
No log	0.8108	30	1.2957	0.2108	1.2957	1.1383
No log	0.8649	32	1.2635	0.1904	1.2635	1.1241
No log	0.9189	34	1.3480	0.1472	1.3480	1.1610
No log	0.9730	36	1.6055	-0.0216	1.6055	1.2671
No log	1.0270	38	2.1130	0.0257	2.1130	1.4536
No log	1.0811	40	2.3066	0.0692	2.3066	1.5188
No log	1.1351	42	2.0468	0.0143	2.0468	1.4307
No log	1.1892	44	1.5963	0.0	1.5963	1.2634
No log	1.2432	46	1.3409	0.0723	1.3409	1.1580
No log	1.2973	48	1.2280	0.2498	1.2280	1.1082
No log	1.3514	50	1.1160	0.3338	1.1160	1.0564
No log	1.4054	52	1.1753	0.1346	1.1753	1.0841
No log	1.4595	54	1.4156	0.0723	1.4156	1.1898
No log	1.5135	56	1.5848	0.0403	1.5848	1.2589
No log	1.5676	58	1.4951	0.0018	1.4951	1.2228
No log	1.6216	60	1.4500	0.0647	1.4500	1.2042
No log	1.6757	62	1.4074	0.1168	1.4074	1.1864
No log	1.7297	64	1.4011	0.1371	1.4011	1.1837
No log	1.7838	66	1.4138	0.0926	1.4138	1.1890
No log	1.8378	68	1.6008	0.0608	1.6008	1.2652
No log	1.8919	70	1.8036	-0.0287	1.8036	1.3430
No log	1.9459	72	2.0903	0.0589	2.0903	1.4458
No log	2.0	74	1.9121	0.0385	1.9121	1.3828
No log	2.0541	76	1.6177	0.1276	1.6177	1.2719
No log	2.1081	78	1.2250	0.2395	1.2250	1.1068
No log	2.1622	80	1.1311	0.2836	1.1311	1.0635
No log	2.2162	82	1.2503	0.0600	1.2503	1.1182
No log	2.2703	84	1.4824	0.0936	1.4824	1.2175
No log	2.3243	86	1.4646	0.1279	1.4646	1.2102
No log	2.3784	88	1.3237	0.0942	1.3237	1.1505
No log	2.4324	90	1.0773	0.2669	1.0773	1.0379
No log	2.4865	92	1.0266	0.4258	1.0266	1.0132
No log	2.5405	94	1.4741	0.2598	1.4741	1.2141
No log	2.5946	96	1.6637	0.3032	1.6637	1.2898
No log	2.6486	98	1.3558	0.2862	1.3558	1.1644
No log	2.7027	100	1.1262	0.3308	1.1262	1.0612
No log	2.7568	102	1.4128	0.2396	1.4128	1.1886
No log	2.8108	104	1.6939	0.2290	1.6939	1.3015
No log	2.8649	106	1.9123	0.1983	1.9123	1.3828
No log	2.9189	108	1.6083	0.2109	1.6083	1.2682
No log	2.9730	110	1.9042	0.1887	1.9042	1.3799
No log	3.0270	112	2.4319	0.1613	2.4319	1.5595
No log	3.0811	114	2.0086	0.2155	2.0086	1.4173
No log	3.1351	116	1.3062	0.1565	1.3062	1.1429
No log	3.1892	118	1.1345	0.2963	1.1345	1.0651
No log	3.2432	120	1.2092	0.2180	1.2092	1.0997
No log	3.2973	122	1.2161	0.1655	1.2161	1.1027
No log	3.3514	124	1.3363	0.1615	1.3363	1.1560
No log	3.4054	126	1.4967	0.1771	1.4967	1.2234
No log	3.4595	128	1.3828	0.2614	1.3828	1.1759
No log	3.5135	130	1.2222	0.3818	1.2222	1.1055
No log	3.5676	132	1.0363	0.4323	1.0363	1.0180
No log	3.6216	134	1.0606	0.3866	1.0606	1.0299
No log	3.6757	136	1.0058	0.3711	1.0058	1.0029
No log	3.7297	138	1.0685	0.4106	1.0685	1.0337
No log	3.7838	140	1.0057	0.4011	1.0057	1.0029
No log	3.8378	142	0.9825	0.4079	0.9825	0.9912
No log	3.8919	144	0.9819	0.3796	0.9819	0.9909
No log	3.9459	146	1.0575	0.4661	1.0575	1.0284
No log	4.0	148	1.1002	0.3952	1.1002	1.0489
No log	4.0541	150	1.0532	0.4491	1.0532	1.0263
No log	4.1081	152	1.1152	0.4396	1.1152	1.0560
No log	4.1622	154	1.2568	0.2478	1.2568	1.1211
No log	4.2162	156	1.1867	0.3825	1.1867	1.0894
No log	4.2703	158	1.0381	0.2776	1.0381	1.0189
No log	4.3243	160	1.0146	0.3152	1.0146	1.0073
No log	4.3784	162	1.0346	0.4328	1.0346	1.0172
No log	4.4324	164	1.3602	0.2949	1.3602	1.1663
No log	4.4865	166	1.5144	0.3267	1.5144	1.2306
No log	4.5405	168	1.2412	0.3407	1.2412	1.1141
No log	4.5946	170	0.9967	0.3747	0.9967	0.9984
No log	4.6486	172	1.0017	0.3440	1.0017	1.0009
No log	4.7027	174	1.0135	0.3554	1.0135	1.0067
No log	4.7568	176	1.2387	0.2965	1.2387	1.1130
No log	4.8108	178	1.4105	0.3073	1.4105	1.1876
No log	4.8649	180	1.2919	0.3061	1.2919	1.1366
No log	4.9189	182	1.0864	0.3467	1.0864	1.0423
No log	4.9730	184	1.0156	0.3089	1.0156	1.0078
No log	5.0270	186	1.0134	0.3164	1.0134	1.0067
No log	5.0811	188	1.0681	0.2918	1.0681	1.0335
No log	5.1351	190	1.1893	0.3339	1.1893	1.0905
No log	5.1892	192	1.2400	0.3324	1.2400	1.1135
No log	5.2432	194	1.2810	0.3125	1.2810	1.1318
No log	5.2973	196	1.2563	0.2711	1.2563	1.1208
No log	5.3514	198	1.2676	0.2436	1.2676	1.1259
No log	5.4054	200	1.1950	0.2814	1.1950	1.0932
No log	5.4595	202	1.1791	0.2650	1.1791	1.0859
No log	5.5135	204	1.3095	0.2418	1.3095	1.1443
No log	5.5676	206	1.3400	0.2531	1.3400	1.1576
No log	5.6216	208	1.1608	0.2821	1.1608	1.0774
No log	5.6757	210	1.1345	0.2814	1.1345	1.0651
No log	5.7297	212	1.1883	0.3791	1.1883	1.0901
No log	5.7838	214	1.2372	0.3434	1.2372	1.1123
No log	5.8378	216	1.1536	0.3389	1.1536	1.0741
No log	5.8919	218	1.0640	0.3328	1.0640	1.0315
No log	5.9459	220	1.0451	0.3537	1.0451	1.0223
No log	6.0	222	1.0490	0.3897	1.0490	1.0242
No log	6.0541	224	1.1996	0.3388	1.1996	1.0952
No log	6.1081	226	1.2996	0.4017	1.2996	1.1400
No log	6.1622	228	1.3590	0.3506	1.3590	1.1658
No log	6.2162	230	1.2408	0.4061	1.2408	1.1139
No log	6.2703	232	1.0077	0.4575	1.0077	1.0038
No log	6.3243	234	0.9712	0.3152	0.9712	0.9855
No log	6.3784	236	0.9702	0.4220	0.9702	0.9850
No log	6.4324	238	1.0296	0.4706	1.0296	1.0147
No log	6.4865	240	1.0431	0.4469	1.0431	1.0213
No log	6.5405	242	1.0552	0.4435	1.0552	1.0272
No log	6.5946	244	1.0230	0.4244	1.0230	1.0114
No log	6.6486	246	1.0567	0.3862	1.0567	1.0280
No log	6.7027	248	1.0059	0.4454	1.0059	1.0029
No log	6.7568	250	0.9689	0.4029	0.9689	0.9843
No log	6.8108	252	1.0011	0.4103	1.0011	1.0006
No log	6.8649	254	1.1145	0.3606	1.1145	1.0557
No log	6.9189	256	1.0750	0.3266	1.0750	1.0368
No log	6.9730	258	1.0130	0.4064	1.0130	1.0065
No log	7.0270	260	1.0275	0.3174	1.0275	1.0137
No log	7.0811	262	1.0400	0.2918	1.0400	1.0198
No log	7.1351	264	1.0234	0.4159	1.0234	1.0116
No log	7.1892	266	1.0654	0.3312	1.0654	1.0322
No log	7.2432	268	1.1406	0.3633	1.1406	1.0680
No log	7.2973	270	1.1963	0.3670	1.1963	1.0937
No log	7.3514	272	1.0817	0.3859	1.0817	1.0400
No log	7.4054	274	0.9865	0.4256	0.9865	0.9932
No log	7.4595	276	0.9861	0.3380	0.9861	0.9930
No log	7.5135	278	0.9745	0.3762	0.9745	0.9871
No log	7.5676	280	0.9720	0.3583	0.9720	0.9859
No log	7.6216	282	1.0187	0.4271	1.0187	1.0093
No log	7.6757	284	1.0073	0.4305	1.0073	1.0037
No log	7.7297	286	0.9727	0.4077	0.9727	0.9863
No log	7.7838	288	0.9875	0.4297	0.9875	0.9938
No log	7.8378	290	1.0442	0.4369	1.0442	1.0219
No log	7.8919	292	1.0692	0.4629	1.0692	1.0340
No log	7.9459	294	1.0809	0.4426	1.0809	1.0396
No log	8.0	296	1.0407	0.4624	1.0407	1.0201
No log	8.0541	298	1.0244	0.4023	1.0244	1.0121
No log	8.1081	300	1.0941	0.4792	1.0941	1.0460
No log	8.1622	302	1.1516	0.4038	1.1516	1.0731
No log	8.2162	304	1.1360	0.4038	1.1360	1.0658
No log	8.2703	306	1.0816	0.4372	1.0816	1.0400
No log	8.3243	308	1.1128	0.4350	1.1128	1.0549
No log	8.3784	310	1.0860	0.3709	1.0860	1.0421
No log	8.4324	312	1.0719	0.3668	1.0719	1.0353
No log	8.4865	314	1.1041	0.3287	1.1041	1.0508
No log	8.5405	316	1.1695	0.2797	1.1695	1.0814
No log	8.5946	318	1.1493	0.2410	1.1493	1.0721
No log	8.6486	320	1.1242	0.3031	1.1242	1.0603
No log	8.7027	322	1.0541	0.4364	1.0541	1.0267
No log	8.7568	324	0.9986	0.3897	0.9986	0.9993
No log	8.8108	326	0.9793	0.4122	0.9793	0.9896
No log	8.8649	328	0.9827	0.4803	0.9827	0.9913
No log	8.9189	330	1.1023	0.4120	1.1023	1.0499
No log	8.9730	332	1.1789	0.2921	1.1789	1.0858
No log	9.0270	334	1.2272	0.3042	1.2272	1.1078
No log	9.0811	336	1.1054	0.3202	1.1054	1.0514
No log	9.1351	338	0.9759	0.4717	0.9759	0.9879
No log	9.1892	340	0.9371	0.4077	0.9371	0.9680
No log	9.2432	342	0.9304	0.3290	0.9304	0.9646
No log	9.2973	344	0.9295	0.4258	0.9295	0.9641
No log	9.3514	346	1.0005	0.5127	1.0005	1.0003
No log	9.4054	348	1.1001	0.4320	1.1001	1.0489
No log	9.4595	350	1.2249	0.3912	1.2249	1.1068
No log	9.5135	352	1.1904	0.3912	1.1904	1.0910
No log	9.5676	354	1.0439	0.4906	1.0439	1.0217
No log	9.6216	356	0.9773	0.4548	0.9773	0.9886
No log	9.6757	358	0.9844	0.3608	0.9844	0.9922
No log	9.7297	360	0.9964	0.3747	0.9964	0.9982
No log	9.7838	362	1.0437	0.4211	1.0437	1.0216
No log	9.8378	364	1.1732	0.3547	1.1732	1.0831
No log	9.8919	366	1.2605	0.2377	1.2605	1.1227
No log	9.9459	368	1.2127	0.2798	1.2127	1.1012
No log	10.0	370	1.1448	0.3243	1.1448	1.0699
No log	10.0541	372	1.0985	0.3532	1.0985	1.0481
No log	10.1081	374	1.0825	0.3262	1.0825	1.0404
No log	10.1622	376	1.0816	0.3280	1.0816	1.0400
No log	10.2162	378	1.0854	0.3685	1.0854	1.0418
No log	10.2703	380	1.0703	0.3646	1.0703	1.0346
No log	10.3243	382	1.0464	0.4358	1.0464	1.0229
No log	10.3784	384	1.0355	0.4023	1.0355	1.0176
No log	10.4324	386	1.0711	0.3463	1.0711	1.0350
No log	10.4865	388	1.1091	0.3819	1.1091	1.0531
No log	10.5405	390	1.1180	0.3761	1.1180	1.0573
No log	10.5946	392	1.2037	0.3395	1.2037	1.0971
No log	10.6486	394	1.2077	0.3307	1.2077	1.0990
No log	10.7027	396	1.0888	0.3276	1.0888	1.0434
No log	10.7568	398	1.0187	0.3382	1.0187	1.0093
No log	10.8108	400	1.0104	0.3337	1.0104	1.0052
No log	10.8649	402	1.0275	0.3237	1.0275	1.0137
No log	10.9189	404	1.0819	0.3199	1.0819	1.0401
No log	10.9730	406	1.0967	0.3723	1.0967	1.0472
No log	11.0270	408	1.0894	0.3980	1.0894	1.0437
No log	11.0811	410	1.0338	0.3902	1.0338	1.0167
No log	11.1351	412	1.0469	0.3856	1.0469	1.0232
No log	11.1892	414	1.1569	0.3923	1.1569	1.0756
No log	11.2432	416	1.2002	0.3500	1.2002	1.0956
No log	11.2973	418	1.1140	0.3928	1.1140	1.0555
No log	11.3514	420	1.0099	0.3838	1.0099	1.0049
No log	11.4054	422	1.0263	0.2258	1.0263	1.0131
No log	11.4595	424	1.0285	0.2973	1.0285	1.0141
No log	11.5135	426	1.0285	0.3896	1.0285	1.0142
No log	11.5676	428	1.1233	0.3290	1.1233	1.0599
No log	11.6216	430	1.3537	0.2503	1.3537	1.1635
No log	11.6757	432	1.6195	0.2441	1.6195	1.2726
No log	11.7297	434	1.5367	0.2474	1.5367	1.2396
No log	11.7838	436	1.2154	0.3188	1.2154	1.1025
No log	11.8378	438	1.0139	0.4472	1.0139	1.0069
No log	11.8919	440	0.9993	0.3468	0.9993	0.9996
No log	11.9459	442	0.9783	0.4045	0.9783	0.9891
No log	12.0	444	0.9839	0.4048	0.9839	0.9919
No log	12.0541	446	1.1085	0.3841	1.1085	1.0529
No log	12.1081	448	1.1847	0.3785	1.1847	1.0884
No log	12.1622	450	1.1466	0.3631	1.1466	1.0708
No log	12.2162	452	1.0547	0.4212	1.0547	1.0270
No log	12.2703	454	0.9993	0.4364	0.9993	0.9996
No log	12.3243	456	1.0024	0.4364	1.0024	1.0012
No log	12.3784	458	1.0404	0.4303	1.0404	1.0200
No log	12.4324	460	1.0720	0.3731	1.0720	1.0354
No log	12.4865	462	1.0817	0.3818	1.0817	1.0401
No log	12.5405	464	1.0485	0.3654	1.0485	1.0240
No log	12.5946	466	1.0422	0.3654	1.0422	1.0209
No log	12.6486	468	1.0225	0.3266	1.0225	1.0112
No log	12.7027	470	1.0335	0.3504	1.0335	1.0166
No log	12.7568	472	1.0486	0.4039	1.0486	1.0240
No log	12.8108	474	1.1068	0.3823	1.1068	1.0521
No log	12.8649	476	1.2204	0.2341	1.2204	1.1047
No log	12.9189	478	1.3024	0.1708	1.3024	1.1412
No log	12.9730	480	1.2404	0.2252	1.2404	1.1137
No log	13.0270	482	1.1315	0.2982	1.1315	1.0637
No log	13.0811	484	1.0260	0.4350	1.0260	1.0129
No log	13.1351	486	0.9808	0.4534	0.9808	0.9904
No log	13.1892	488	0.9665	0.4258	0.9665	0.9831
No log	13.2432	490	0.9858	0.4661	0.9858	0.9929
No log	13.2973	492	1.0056	0.4719	1.0056	1.0028
No log	13.3514	494	1.0766	0.4537	1.0766	1.0376
No log	13.4054	496	1.1408	0.4083	1.1408	1.0681
No log	13.4595	498	1.1370	0.3872	1.1370	1.0663
0.3558	13.5135	500	1.0460	0.3294	1.0460	1.0227
0.3558	13.5676	502	0.9908	0.3583	0.9908	0.9954
0.3558	13.6216	504	0.9934	0.3583	0.9934	0.9967
0.3558	13.6757	506	1.0071	0.3583	1.0071	1.0035
0.3558	13.7297	508	1.0010	0.3583	1.0010	1.0005
0.3558	13.7838	510	1.0140	0.3879	1.0140	1.0070
0.3558	13.8378	512	1.0141	0.3879	1.0141	1.0070
0.3558	13.8919	514	0.9956	0.3583	0.9956	0.9978
0.3558	13.9459	516	1.0305	0.3541	1.0305	1.0152
0.3558	14.0	518	1.1572	0.2685	1.1572	1.0757
0.3558	14.0541	520	1.2486	0.2807	1.2486	1.1174
0.3558	14.1081	522	1.1540	0.2593	1.1540	1.0742
0.3558	14.1622	524	1.0581	0.3862	1.0581	1.0286
0.3558	14.2162	526	1.0224	0.3723	1.0224	1.0111
0.3558	14.2703	528	1.0625	0.4212	1.0625	1.0308
0.3558	14.3243	530	1.1293	0.3574	1.1293	1.0627
0.3558	14.3784	532	1.1223	0.3323	1.1223	1.0594
0.3558	14.4324	534	1.0499	0.4404	1.0499	1.0246
0.3558	14.4865	536	0.9981	0.3862	0.9981	0.9990
0.3558	14.5405	538	1.0226	0.4235	1.0226	1.0112
0.3558	14.5946	540	1.0002	0.4235	1.0002	1.0001
0.3558	14.6486	542	1.0154	0.4500	1.0154	1.0077
0.3558	14.7027	544	1.1099	0.3207	1.1099	1.0535
0.3558	14.7568	546	1.2561	0.2765	1.2561	1.1208
0.3558	14.8108	548	1.2533	0.2463	1.2533	1.1195
0.3558	14.8649	550	1.1922	0.3243	1.1922	1.0919
0.3558	14.9189	552	1.0946	0.3430	1.0946	1.0462
0.3558	14.9730	554	1.0599	0.3433	1.0599	1.0295
0.3558	15.0270	556	1.0317	0.3773	1.0317	1.0157
0.3558	15.0811	558	1.0329	0.3637	1.0329	1.0163
0.3558	15.1351	560	1.0344	0.3250	1.0344	1.0170
0.3558	15.1892	562	1.0486	0.3542	1.0486	1.0240
0.3558	15.2432	564	1.0402	0.3542	1.0402	1.0199
0.3558	15.2973	566	1.0385	0.3637	1.0385	1.0191
0.3558	15.3514	568	1.0223	0.3637	1.0223	1.0111
0.3558	15.4054	570	1.0116	0.3965	1.0116	1.0058
0.3558	15.4595	572	0.9708	0.4120	0.9708	0.9853
0.3558	15.5135	574	0.9420	0.3309	0.9420	0.9705
0.3558	15.5676	576	0.9379	0.3309	0.9379	0.9684
0.3558	15.6216	578	0.9669	0.4297	0.9669	0.9833
0.3558	15.6757	580	1.0259	0.4313	1.0259	1.0129
0.3558	15.7297	582	1.1287	0.3325	1.1287	1.0624
0.3558	15.7838	584	1.1338	0.3325	1.1338	1.0648
0.3558	15.8378	586	1.0494	0.4440	1.0494	1.0244
0.3558	15.8919	588	0.9856	0.4563	0.9856	0.9928
0.3558	15.9459	590	0.9437	0.4119	0.9437	0.9715
0.3558	16.0	592	0.9455	0.4256	0.9455	0.9724
0.3558	16.0541	594	0.9627	0.4420	0.9627	0.9812
0.3558	16.1081	596	1.0491	0.3634	1.0491	1.0243
0.3558	16.1622	598	1.1407	0.3458	1.1407	1.0681
0.3558	16.2162	600	1.1235	0.3458	1.1235	1.0600
0.3558	16.2703	602	0.9982	0.4719	0.9982	0.9991
0.3558	16.3243	604	0.9743	0.4563	0.9743	0.9871
0.3558	16.3784	606	1.0183	0.4305	1.0183	1.0091
0.3558	16.4324	608	1.0362	0.3714	1.0362	1.0179
0.3558	16.4865	610	1.0718	0.4098	1.0718	1.0353
0.3558	16.5405	612	1.0786	0.3444	1.0786	1.0386
0.3558	16.5946	614	1.0398	0.4119	1.0398	1.0197
0.3558	16.6486	616	1.0101	0.4944	1.0101	1.0050
0.3558	16.7027	618	0.9672	0.3788	0.9672	0.9835
0.3558	16.7568	620	0.9613	0.3354	0.9613	0.9805
0.3558	16.8108	622	0.9782	0.3639	0.9782	0.9890
0.3558	16.8649	624	1.0025	0.3908	1.0025	1.0012
0.3558	16.9189	626	0.9819	0.3639	0.9819	0.9909
0.3558	16.9730	628	0.9709	0.3190	0.9709	0.9854
0.3558	17.0270	630	0.9766	0.3337	0.9766	0.9882
0.3558	17.0811	632	0.9880	0.4429	0.9880	0.9940
0.3558	17.1351	634	1.0321	0.3490	1.0321	1.0159
0.3558	17.1892	636	1.0680	0.3169	1.0680	1.0334
0.3558	17.2432	638	1.0370	0.3490	1.0370	1.0183
0.3558	17.2973	640	0.9759	0.3738	0.9759	0.9879
0.3558	17.3514	642	0.9787	0.3309	0.9787	0.9893
0.3558	17.4054	644	0.9825	0.3309	0.9825	0.9912
0.3558	17.4595	646	1.0048	0.3437	1.0048	1.0024
0.3558	17.5135	648	1.1244	0.2445	1.1244	1.0604
0.3558	17.5676	650	1.2462	0.3108	1.2462	1.1163
0.3558	17.6216	652	1.2302	0.3047	1.2302	1.1092
0.3558	17.6757	654	1.1150	0.2824	1.1150	1.0559
0.3558	17.7297	656	1.0113	0.3437	1.0113	1.0057
0.3558	17.7838	658	0.9933	0.3042	0.9933	0.9967
0.3558	17.8378	660	0.9950	0.3437	0.9950	0.9975
0.3558	17.8919	662	1.0168	0.3583	1.0168	1.0083
0.3558	17.9459	664	1.0766	0.3179	1.0766	1.0376
0.3558	18.0	666	1.0978	0.3128	1.0978	1.0478
0.3558	18.0541	668	1.0924	0.3365	1.0924	1.0452
0.3558	18.1081	670	1.0695	0.2618	1.0695	1.0342
0.3558	18.1622	672	1.0464	0.3115	1.0464	1.0229
0.3558	18.2162	674	1.0204	0.3583	1.0204	1.0101
0.3558	18.2703	676	1.0228	0.3583	1.0228	1.0113
0.3558	18.3243	678	1.0362	0.3237	1.0362	1.0180
0.3558	18.3784	680	1.0257	0.3583	1.0257	1.0128
0.3558	18.4324	682	1.0142	0.3437	1.0142	1.0071
0.3558	18.4865	684	1.0078	0.3437	1.0078	1.0039
0.3558	18.5405	686	0.9986	0.3437	0.9986	0.9993
0.3558	18.5946	688	1.0021	0.3437	1.0021	1.0010
0.3558	18.6486	690	1.0512	0.3486	1.0512	1.0253
0.3558	18.7027	692	1.1044	0.3624	1.1044	1.0509
0.3558	18.7568	694	1.0862	0.3305	1.0862	1.0422
0.3558	18.8108	696	1.0015	0.3879	1.0015	1.0008
0.3558	18.8649	698	0.9806	0.2676	0.9806	0.9903
0.3558	18.9189	700	0.9930	0.2802	0.9930	0.9965
0.3558	18.9730	702	0.9851	0.2946	0.9851	0.9925
0.3558	19.0270	704	0.9786	0.2993	0.9786	0.9892
0.3558	19.0811	706	0.9918	0.3925	0.9918	0.9959
0.3558	19.1351	708	1.0330	0.4004	1.0330	1.0163
0.3558	19.1892	710	1.0796	0.3655	1.0796	1.0390
0.3558	19.2432	712	1.0656	0.3614	1.0656	1.0323
0.3558	19.2973	714	1.0564	0.3373	1.0564	1.0278
0.3558	19.3514	716	1.0529	0.3714	1.0529	1.0261
0.3558	19.4054	718	1.0240	0.3879	1.0240	1.0119
0.3558	19.4595	720	1.0170	0.3042	1.0170	1.0085
0.3558	19.5135	722	1.0265	0.3042	1.0265	1.0131
0.3558	19.5676	724	1.0545	0.3328	1.0545	1.0269
0.3558	19.6216	726	1.0910	0.3036	1.0910	1.0445
0.3558	19.6757	728	1.1097	0.3269	1.1097	1.0534
0.3558	19.7297	730	1.0672	0.3133	1.0672	1.0331
0.3558	19.7838	732	1.0337	0.3780	1.0337	1.0167
0.3558	19.8378	734	1.0297	0.3879	1.0297	1.0148
0.3558	19.8919	736	1.0329	0.3873	1.0329	1.0163
0.3558	19.9459	738	1.0393	0.3873	1.0393	1.0194
0.3558	20.0	740	1.0348	0.3873	1.0348	1.0172
0.3558	20.0541	742	1.0461	0.3527	1.0461	1.0228
0.3558	20.1081	744	1.0952	0.3104	1.0952	1.0465
0.3558	20.1622	746	1.1215	0.2501	1.1215	1.0590
0.3558	20.2162	748	1.0896	0.2685	1.0896	1.0439
0.3558	20.2703	750	1.0880	0.2670	1.0880	1.0431
0.3558	20.3243	752	1.0488	0.3133	1.0488	1.0241

Framework versions

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