ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_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: 1.0702
• Qwk: 0.2942
• Mse: 1.0702
• Rmse: 1.0345

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	0.0267	2	4.9191	-0.0020	4.9191	2.2179
No log	0.0533	4	2.7383	-0.0559	2.7383	1.6548
No log	0.08	6	2.1395	-0.0233	2.1395	1.4627
No log	0.1067	8	1.6799	0.0372	1.6799	1.2961
No log	0.1333	10	1.2821	0.0587	1.2821	1.1323
No log	0.16	12	1.1459	0.2619	1.1459	1.0705
No log	0.1867	14	1.5403	0.0538	1.5403	1.2411
No log	0.2133	16	1.6112	0.0227	1.6112	1.2693
No log	0.24	18	1.2891	0.0426	1.2891	1.1354
No log	0.2667	20	1.1353	0.2491	1.1353	1.0655
No log	0.2933	22	1.0674	0.3087	1.0674	1.0331
No log	0.32	24	1.0818	0.2386	1.0818	1.0401
No log	0.3467	26	1.0870	0.2386	1.0870	1.0426
No log	0.3733	28	1.0868	0.2735	1.0868	1.0425
No log	0.4	30	1.2112	0.2439	1.2112	1.1005
No log	0.4267	32	1.4295	0.0915	1.4295	1.1956
No log	0.4533	34	1.5255	0.1251	1.5255	1.2351
No log	0.48	36	1.7835	0.1477	1.7835	1.3355
No log	0.5067	38	1.8034	0.2007	1.8034	1.3429
No log	0.5333	40	1.6465	0.0575	1.6465	1.2832
No log	0.56	42	1.3730	0.0776	1.3730	1.1718
No log	0.5867	44	1.1924	0.2298	1.1924	1.0920
No log	0.6133	46	1.1050	0.3183	1.1050	1.0512
No log	0.64	48	1.2856	0.1438	1.2856	1.1339
No log	0.6667	50	1.2937	0.1495	1.2937	1.1374
No log	0.6933	52	1.2960	0.1875	1.2960	1.1384
No log	0.72	54	1.0719	0.3447	1.0719	1.0353
No log	0.7467	56	0.9432	0.4056	0.9432	0.9712
No log	0.7733	58	1.0739	0.3009	1.0739	1.0363
No log	0.8	60	1.4630	0.1501	1.4630	1.2096
No log	0.8267	62	1.7576	0.1456	1.7576	1.3257
No log	0.8533	64	1.5704	0.1298	1.5704	1.2531
No log	0.88	66	1.2827	0.3108	1.2827	1.1325
No log	0.9067	68	0.9780	0.4094	0.9780	0.9889
No log	0.9333	70	0.9738	0.4235	0.9738	0.9868
No log	0.96	72	1.1418	0.4259	1.1418	1.0685
No log	0.9867	74	1.7584	0.2554	1.7584	1.3260
No log	1.0133	76	1.9577	0.2406	1.9577	1.3992
No log	1.04	78	1.6028	0.3049	1.6028	1.2660
No log	1.0667	80	1.2771	0.3462	1.2771	1.1301
No log	1.0933	82	1.0146	0.3797	1.0146	1.0073
No log	1.12	84	0.9796	0.4105	0.9796	0.9897
No log	1.1467	86	1.0117	0.3338	1.0117	1.0058
No log	1.1733	88	1.1433	0.2613	1.1433	1.0693
No log	1.2	90	1.2913	0.2471	1.2913	1.1364
No log	1.2267	92	1.2648	0.2512	1.2648	1.1246
No log	1.2533	94	1.2149	0.2763	1.2149	1.1022
No log	1.28	96	1.1836	0.3742	1.1836	1.0880
No log	1.3067	98	1.2866	0.3745	1.2866	1.1343
No log	1.3333	100	1.3911	0.3387	1.3911	1.1795
No log	1.3600	102	1.2685	0.4105	1.2685	1.1263
No log	1.3867	104	1.0882	0.3323	1.0882	1.0432
No log	1.4133	106	1.0135	0.3708	1.0135	1.0067
No log	1.44	108	1.0927	0.3351	1.0927	1.0453
No log	1.4667	110	1.5395	0.3173	1.5395	1.2407
No log	1.4933	112	1.7908	0.2146	1.7908	1.3382
No log	1.52	114	1.5502	0.3070	1.5502	1.2451
No log	1.5467	116	1.2245	0.2969	1.2245	1.1066
No log	1.5733	118	1.2282	0.2822	1.2282	1.1082
No log	1.6	120	1.3542	0.2606	1.3542	1.1637
No log	1.6267	122	1.6517	0.1960	1.6517	1.2852
No log	1.6533	124	1.6443	0.1960	1.6443	1.2823
No log	1.6800	126	1.5280	0.1585	1.5280	1.2361
No log	1.7067	128	1.5424	0.1901	1.5424	1.2419
No log	1.7333	130	1.4673	0.1707	1.4673	1.2113
No log	1.76	132	1.2557	0.2739	1.2557	1.1206
No log	1.7867	134	1.2490	0.2863	1.2490	1.1176
No log	1.8133	136	1.4502	0.3152	1.4502	1.2042
No log	1.8400	138	1.7947	0.1874	1.7947	1.3397
No log	1.8667	140	1.4718	0.3204	1.4718	1.2132
No log	1.8933	142	1.1243	0.2566	1.1243	1.0603
No log	1.92	144	1.1833	0.2155	1.1833	1.0878
No log	1.9467	146	1.1564	0.1966	1.1564	1.0754
No log	1.9733	148	1.1188	0.2815	1.1188	1.0577
No log	2.0	150	1.3116	0.3231	1.3116	1.1453
No log	2.0267	152	1.2709	0.2864	1.2709	1.1274
No log	2.0533	154	1.1973	0.2380	1.1973	1.0942
No log	2.08	156	1.1966	0.2511	1.1966	1.0939
No log	2.1067	158	1.3702	0.3108	1.3702	1.1705
No log	2.1333	160	1.3398	0.3363	1.3398	1.1575
No log	2.16	162	1.3540	0.3277	1.3540	1.1636
No log	2.1867	164	1.3462	0.3277	1.3462	1.1603
No log	2.2133	166	1.2165	0.2524	1.2165	1.1030
No log	2.24	168	1.3222	0.3621	1.3222	1.1499
No log	2.2667	170	1.2974	0.3621	1.2974	1.1390
No log	2.2933	172	1.1715	0.2832	1.1715	1.0824
No log	2.32	174	1.0949	0.2550	1.0949	1.0464
No log	2.3467	176	1.0472	0.3699	1.0472	1.0233
No log	2.3733	178	1.0386	0.3282	1.0386	1.0191
No log	2.4	180	1.2139	0.3512	1.2139	1.1018
No log	2.4267	182	1.8219	0.1987	1.8219	1.3498
No log	2.4533	184	2.3026	0.1069	2.3026	1.5174
No log	2.48	186	2.2016	0.1438	2.2016	1.4838
No log	2.5067	188	1.6780	0.2966	1.6780	1.2954
No log	2.5333	190	1.1542	0.3757	1.1542	1.0743
No log	2.56	192	1.0663	0.3643	1.0663	1.0326
No log	2.5867	194	1.0671	0.3816	1.0671	1.0330
No log	2.6133	196	1.0330	0.2485	1.0330	1.0164
No log	2.64	198	1.1233	0.375	1.1233	1.0598
No log	2.6667	200	1.2423	0.3471	1.2423	1.1146
No log	2.6933	202	1.2273	0.3601	1.2273	1.1078
No log	2.7200	204	1.1104	0.2939	1.1104	1.0538
No log	2.7467	206	1.0525	0.2296	1.0525	1.0259
No log	2.7733	208	1.0558	0.2562	1.0558	1.0275
No log	2.8	210	1.0562	0.3018	1.0562	1.0277
No log	2.8267	212	1.1414	0.3546	1.1414	1.0684
No log	2.8533	214	1.3829	0.3184	1.3829	1.1760
No log	2.88	216	1.6447	0.2221	1.6447	1.2825
No log	2.9067	218	1.7555	0.1941	1.7555	1.3249
No log	2.9333	220	1.5231	0.2459	1.5231	1.2341
No log	2.96	222	1.2377	0.3238	1.2377	1.1125
No log	2.9867	224	1.1934	0.2825	1.1934	1.0924
No log	3.0133	226	1.1696	0.3106	1.1696	1.0815
No log	3.04	228	1.2664	0.3207	1.2664	1.1254
No log	3.0667	230	1.4399	0.2155	1.4399	1.2000
No log	3.0933	232	1.4432	0.2155	1.4432	1.2013
No log	3.12	234	1.2633	0.3144	1.2633	1.1240
No log	3.1467	236	1.1011	0.2417	1.1011	1.0493
No log	3.1733	238	1.0648	0.1904	1.0648	1.0319
No log	3.2	240	1.0578	0.2364	1.0578	1.0285
No log	3.2267	242	1.0744	0.2319	1.0744	1.0365
No log	3.2533	244	1.0422	0.2515	1.0422	1.0209
No log	3.2800	246	1.0217	0.2416	1.0217	1.0108
No log	3.3067	248	1.0164	0.2520	1.0164	1.0082
No log	3.3333	250	1.0178	0.2528	1.0178	1.0089
No log	3.36	252	1.0334	0.2747	1.0334	1.0166
No log	3.3867	254	1.1679	0.3471	1.1679	1.0807
No log	3.4133	256	1.3248	0.3249	1.3248	1.1510
No log	3.44	258	1.3082	0.3525	1.3082	1.1437
No log	3.4667	260	1.0896	0.3887	1.0896	1.0438
No log	3.4933	262	0.9768	0.3525	0.9768	0.9884
No log	3.52	264	1.0052	0.3268	1.0052	1.0026
No log	3.5467	266	1.0111	0.3021	1.0111	1.0055
No log	3.5733	268	0.9792	0.2946	0.9792	0.9895
No log	3.6	270	0.9940	0.2572	0.9940	0.9970
No log	3.6267	272	1.1038	0.3877	1.1038	1.0506
No log	3.6533	274	1.3739	0.3516	1.3739	1.1721
No log	3.68	276	1.5190	0.3164	1.5190	1.2325
No log	3.7067	278	1.4529	0.3002	1.4529	1.2054
No log	3.7333	280	1.2603	0.3611	1.2603	1.1226
No log	3.76	282	1.0652	0.3276	1.0652	1.0321
No log	3.7867	284	1.0241	0.2627	1.0241	1.0120
No log	3.8133	286	1.0557	0.3635	1.0557	1.0275
No log	3.84	288	1.0633	0.3545	1.0633	1.0312
No log	3.8667	290	1.0626	0.2831	1.0626	1.0308
No log	3.8933	292	1.1260	0.3255	1.1260	1.0611
No log	3.92	294	1.2534	0.3348	1.2534	1.1195
No log	3.9467	296	1.2732	0.3108	1.2732	1.1284
No log	3.9733	298	1.1541	0.3918	1.1541	1.0743
No log	4.0	300	1.0624	0.2892	1.0624	1.0307
No log	4.0267	302	1.0361	0.2394	1.0361	1.0179
No log	4.0533	304	1.0495	0.2462	1.0495	1.0245
No log	4.08	306	1.1149	0.2432	1.1149	1.0559
No log	4.1067	308	1.2909	0.3435	1.2909	1.1362
No log	4.1333	310	1.3836	0.2474	1.3836	1.1762
No log	4.16	312	1.3380	0.2863	1.3380	1.1567
No log	4.1867	314	1.1952	0.3672	1.1952	1.0933
No log	4.2133	316	1.1151	0.2239	1.1151	1.0560
No log	4.24	318	1.1151	0.2845	1.1151	1.0560
No log	4.2667	320	1.1339	0.2526	1.1339	1.0649
No log	4.2933	322	1.2065	0.3297	1.2065	1.0984
No log	4.32	324	1.2365	0.2081	1.2365	1.1120
No log	4.3467	326	1.1974	0.2403	1.1974	1.0943
No log	4.3733	328	1.0900	0.2966	1.0900	1.0440
No log	4.4	330	1.0609	0.3210	1.0609	1.0300
No log	4.4267	332	1.0596	0.2229	1.0596	1.0294
No log	4.4533	334	1.0714	0.2229	1.0714	1.0351
No log	4.48	336	1.0980	0.2919	1.0980	1.0478
No log	4.5067	338	1.1296	0.2804	1.1296	1.0628
No log	4.5333	340	1.1255	0.2804	1.1255	1.0609
No log	4.5600	342	1.0699	0.3293	1.0699	1.0343
No log	4.5867	344	1.0159	0.3590	1.0159	1.0079
No log	4.6133	346	0.9912	0.3590	0.9912	0.9956
No log	4.64	348	0.9701	0.2968	0.9701	0.9849
No log	4.6667	350	1.0397	0.3157	1.0397	1.0196
No log	4.6933	352	1.0879	0.3790	1.0879	1.0430
No log	4.72	354	1.1314	0.3521	1.1314	1.0637
No log	4.7467	356	1.1084	0.3321	1.1084	1.0528
No log	4.7733	358	1.0475	0.3758	1.0475	1.0235
No log	4.8	360	1.0592	0.3186	1.0592	1.0292
No log	4.8267	362	1.0602	0.3186	1.0602	1.0296
No log	4.8533	364	1.0653	0.2523	1.0653	1.0321
No log	4.88	366	1.0712	0.2539	1.0713	1.0350
No log	4.9067	368	1.0311	0.2409	1.0311	1.0154
No log	4.9333	370	1.0078	0.2409	1.0078	1.0039
No log	4.96	372	1.0111	0.2814	1.0111	1.0055
No log	4.9867	374	1.0948	0.2913	1.0948	1.0463
No log	5.0133	376	1.1927	0.2984	1.1927	1.0921
No log	5.04	378	1.1589	0.2912	1.1589	1.0765
No log	5.0667	380	1.0708	0.2417	1.0708	1.0348
No log	5.0933	382	1.0415	0.2610	1.0415	1.0206
No log	5.12	384	1.0511	0.2528	1.0511	1.0252
No log	5.1467	386	1.0495	0.2322	1.0495	1.0245
No log	5.1733	388	1.0767	0.2113	1.0767	1.0376
No log	5.2	390	1.1537	0.1927	1.1537	1.0741
No log	5.2267	392	1.2346	0.2473	1.2346	1.1111
No log	5.2533	394	1.2304	0.2473	1.2304	1.1092
No log	5.28	396	1.2245	0.2825	1.2245	1.1066
No log	5.3067	398	1.2616	0.2473	1.2616	1.1232
No log	5.3333	400	1.3257	0.2554	1.3257	1.1514
No log	5.36	402	1.3413	0.2544	1.3413	1.1582
No log	5.3867	404	1.3717	0.2589	1.3717	1.1712
No log	5.4133	406	1.3239	0.2473	1.3239	1.1506
No log	5.44	408	1.1691	0.2328	1.1691	1.0812
No log	5.4667	410	1.1071	0.2331	1.1071	1.0522
No log	5.4933	412	1.1145	0.2404	1.1145	1.0557
No log	5.52	414	1.1519	0.1500	1.1519	1.0733
No log	5.5467	416	1.1716	0.1829	1.1716	1.0824
No log	5.5733	418	1.1397	0.1913	1.1397	1.0676
No log	5.6	420	1.0802	0.2765	1.0802	1.0393
No log	5.6267	422	1.0629	0.2765	1.0629	1.0310
No log	5.6533	424	1.0479	0.2502	1.0479	1.0237
No log	5.68	426	1.0407	0.2942	1.0407	1.0201
No log	5.7067	428	1.1092	0.2485	1.1092	1.0532
No log	5.7333	430	1.1745	0.2816	1.1745	1.0837
No log	5.76	432	1.1270	0.2572	1.1270	1.0616
No log	5.7867	434	1.0551	0.2253	1.0551	1.0272
No log	5.8133	436	1.0585	0.2627	1.0585	1.0288
No log	5.84	438	1.0666	0.2883	1.0666	1.0328
No log	5.8667	440	1.0362	0.2903	1.0362	1.0179
No log	5.8933	442	1.0621	0.1822	1.0621	1.0306
No log	5.92	444	1.1124	0.2871	1.1124	1.0547
No log	5.9467	446	1.0964	0.2069	1.0964	1.0471
No log	5.9733	448	1.0699	0.1444	1.0699	1.0344
No log	6.0	450	1.0612	0.2188	1.0612	1.0301
No log	6.0267	452	1.0764	0.2402	1.0764	1.0375
No log	6.0533	454	1.0830	0.2113	1.0830	1.0407
No log	6.08	456	1.0665	0.2409	1.0665	1.0327
No log	6.1067	458	1.0603	0.2057	1.0603	1.0297
No log	6.1333	460	1.0498	0.1960	1.0498	1.0246
No log	6.16	462	1.0629	0.1960	1.0629	1.0310
No log	6.1867	464	1.0731	0.1967	1.0731	1.0359
No log	6.2133	466	1.0513	0.1960	1.0513	1.0253
No log	6.24	468	1.0305	0.2283	1.0305	1.0152
No log	6.2667	470	1.0387	0.3043	1.0387	1.0192
No log	6.2933	472	1.0612	0.3134	1.0612	1.0301
No log	6.32	474	1.0281	0.3136	1.0281	1.0139
No log	6.3467	476	0.9973	0.3463	0.9973	0.9986
No log	6.3733	478	1.0172	0.2310	1.0172	1.0086
No log	6.4	480	1.1138	0.3267	1.1138	1.0554
No log	6.4267	482	1.1667	0.3535	1.1667	1.0802
No log	6.4533	484	1.1175	0.3007	1.1175	1.0571
No log	6.48	486	1.0946	0.3280	1.0946	1.0462
No log	6.5067	488	1.0270	0.2877	1.0270	1.0134
No log	6.5333	490	1.0191	0.2812	1.0191	1.0095
No log	6.5600	492	1.0297	0.2950	1.0297	1.0148
No log	6.5867	494	1.0330	0.2950	1.0330	1.0164
No log	6.6133	496	1.0373	0.2424	1.0373	1.0185
No log	6.64	498	1.0688	0.2306	1.0688	1.0338
0.3647	6.6667	500	1.1329	0.1889	1.1329	1.0644
0.3647	6.6933	502	1.1075	0.2233	1.1075	1.0524
0.3647	6.72	504	1.0704	0.2669	1.0704	1.0346
0.3647	6.7467	506	1.0923	0.2718	1.0923	1.0451
0.3647	6.7733	508	1.1025	0.3237	1.1025	1.0500
0.3647	6.8	510	1.0837	0.2963	1.0837	1.0410
0.3647	6.8267	512	1.0994	0.2670	1.0994	1.0485
0.3647	6.8533	514	1.1352	0.2900	1.1352	1.0654
0.3647	6.88	516	1.1954	0.2600	1.1954	1.0933
0.3647	6.9067	518	1.1812	0.2900	1.1812	1.0868
0.3647	6.9333	520	1.0980	0.1921	1.0980	1.0478
0.3647	6.96	522	1.0637	0.2677	1.0637	1.0314
0.3647	6.9867	524	1.0680	0.2239	1.0680	1.0334
0.3647	7.0133	526	1.0590	0.3185	1.0590	1.0291
0.3647	7.04	528	1.0570	0.3185	1.0570	1.0281
0.3647	7.0667	530	1.0606	0.3039	1.0606	1.0299
0.3647	7.0933	532	1.0577	0.3137	1.0577	1.0284
0.3647	7.12	534	1.0501	0.2871	1.0501	1.0247
0.3647	7.1467	536	1.0653	0.2529	1.0653	1.0321
0.3647	7.1733	538	1.0859	0.2896	1.0859	1.0420
0.3647	7.2	540	1.0579	0.2896	1.0579	1.0285
0.3647	7.2267	542	1.0262	0.2823	1.0262	1.0130
0.3647	7.2533	544	1.0118	0.2871	1.0118	1.0059
0.3647	7.28	546	1.0105	0.3142	1.0105	1.0052
0.3647	7.3067	548	1.0095	0.2793	1.0095	1.0047
0.3647	7.3333	550	1.0108	0.2647	1.0108	1.0054
0.3647	7.36	552	1.0021	0.3062	1.0021	1.0011
0.3647	7.3867	554	0.9955	0.3678	0.9955	0.9977
0.3647	7.4133	556	0.9874	0.3913	0.9874	0.9937
0.3647	7.44	558	0.9680	0.4286	0.9680	0.9839
0.3647	7.4667	560	0.9539	0.4454	0.9539	0.9767
0.3647	7.4933	562	0.9505	0.4161	0.9505	0.9749
0.3647	7.52	564	0.9532	0.4385	0.9532	0.9763
0.3647	7.5467	566	0.9738	0.3875	0.9738	0.9868
0.3647	7.5733	568	0.9717	0.3829	0.9717	0.9857
0.3647	7.6	570	0.9587	0.3925	0.9587	0.9791
0.3647	7.6267	572	0.9767	0.3861	0.9767	0.9883
0.3647	7.6533	574	1.0222	0.3697	1.0222	1.0110
0.3647	7.68	576	1.0340	0.3449	1.0340	1.0168
0.3647	7.7067	578	1.0291	0.3705	1.0291	1.0145
0.3647	7.7333	580	1.0499	0.3180	1.0499	1.0246
0.3647	7.76	582	1.1258	0.2851	1.1258	1.0610
0.3647	7.7867	584	1.1815	0.3184	1.1815	1.0870
0.3647	7.8133	586	1.1779	0.3184	1.1779	1.0853
0.3647	7.84	588	1.1516	0.2920	1.1516	1.0731
0.3647	7.8667	590	1.0714	0.2967	1.0714	1.0351
0.3647	7.8933	592	1.0356	0.3661	1.0356	1.0176
0.3647	7.92	594	1.0260	0.3756	1.0260	1.0129
0.3647	7.9467	596	1.0145	0.3756	1.0145	1.0072
0.3647	7.9733	598	1.0101	0.3085	1.0101	1.0050
0.3647	8.0	600	1.0117	0.3458	1.0117	1.0059
0.3647	8.0267	602	1.0154	0.3406	1.0154	1.0077
0.3647	8.0533	604	1.0389	0.3572	1.0389	1.0193
0.3647	8.08	606	1.1146	0.3207	1.1146	1.0557
0.3647	8.1067	608	1.1586	0.3267	1.1586	1.0764
0.3647	8.1333	610	1.1004	0.3207	1.1004	1.0490
0.3647	8.16	612	1.0089	0.3985	1.0089	1.0044
0.3647	8.1867	614	0.9710	0.3788	0.9710	0.9854
0.3647	8.2133	616	0.9726	0.3902	0.9726	0.9862
0.3647	8.24	618	0.9743	0.3522	0.9743	0.9870
0.3647	8.2667	620	0.9622	0.3845	0.9622	0.9809
0.3647	8.2933	622	0.9602	0.3829	0.9602	0.9799
0.3647	8.32	624	0.9561	0.3829	0.9561	0.9778
0.3647	8.3467	626	0.9491	0.4159	0.9491	0.9742
0.3647	8.3733	628	0.9504	0.4385	0.9504	0.9749
0.3647	8.4	630	0.9549	0.4084	0.9549	0.9772
0.3647	8.4267	632	0.9570	0.3796	0.9570	0.9783
0.3647	8.4533	634	0.9687	0.3829	0.9687	0.9842
0.3647	8.48	636	0.9868	0.3458	0.9868	0.9934
0.3647	8.5067	638	0.9973	0.3458	0.9973	0.9987
0.3647	8.5333	640	1.0049	0.3458	1.0049	1.0024
0.3647	8.56	642	1.0171	0.4007	1.0171	1.0085
0.3647	8.5867	644	1.0179	0.3126	1.0179	1.0089
0.3647	8.6133	646	0.9938	0.3965	0.9938	0.9969
0.3647	8.64	648	0.9867	0.3723	0.9867	0.9933
0.3647	8.6667	650	0.9701	0.3723	0.9701	0.9849
0.3647	8.6933	652	0.9650	0.3584	0.9650	0.9823
0.3647	8.72	654	0.9718	0.3723	0.9718	0.9858
0.3647	8.7467	656	0.9796	0.3723	0.9796	0.9898
0.3647	8.7733	658	0.9898	0.3723	0.9898	0.9949
0.3647	8.8	660	1.0063	0.3584	1.0063	1.0032
0.3647	8.8267	662	1.0273	0.3390	1.0273	1.0136
0.3647	8.8533	664	1.0297	0.3205	1.0297	1.0147
0.3647	8.88	666	1.0448	0.2871	1.0448	1.0222
0.3647	8.9067	668	1.0767	0.2824	1.0767	1.0376
0.3647	8.9333	670	1.0599	0.3205	1.0599	1.0295
0.3647	8.96	672	1.0243	0.3180	1.0243	1.0121
0.3647	8.9867	674	1.0161	0.3565	1.0161	1.0080
0.3647	9.0133	676	1.0252	0.3632	1.0252	1.0125
0.3647	9.04	678	1.0235	0.3854	1.0235	1.0117
0.3647	9.0667	680	1.0166	0.3753	1.0166	1.0083
0.3647	9.0933	682	1.0075	0.3309	1.0075	1.0037
0.3647	9.12	684	0.9966	0.3319	0.9966	0.9983
0.3647	9.1467	686	1.0009	0.3648	1.0009	1.0004
0.3647	9.1733	688	0.9980	0.3827	0.9980	0.9990
0.3647	9.2	690	0.9800	0.3472	0.9800	0.9899
0.3647	9.2267	692	0.9880	0.3826	0.9880	0.9940
0.3647	9.2533	694	1.0149	0.3654	1.0149	1.0074
0.3647	9.28	696	1.0237	0.3654	1.0237	1.0118
0.3647	9.3067	698	0.9966	0.3874	0.9966	0.9983
0.3647	9.3333	700	0.9545	0.3619	0.9545	0.9770
0.3647	9.36	702	0.9394	0.3875	0.9394	0.9692
0.3647	9.3867	704	0.9455	0.4233	0.9455	0.9724
0.3647	9.4133	706	0.9540	0.3319	0.9540	0.9767
0.3647	9.44	708	0.9687	0.3948	0.9687	0.9842
0.3647	9.4667	710	1.0068	0.3632	1.0068	1.0034
0.3647	9.4933	712	1.0387	0.3136	1.0387	1.0192
0.3647	9.52	714	1.0279	0.3684	1.0279	1.0139
0.3647	9.5467	716	1.0046	0.3641	1.0046	1.0023
0.3647	9.5733	718	0.9994	0.3369	0.9994	0.9997
0.3647	9.6	720	0.9972	0.3804	0.9972	0.9986
0.3647	9.6267	722	1.0021	0.3566	1.0021	1.0011
0.3647	9.6533	724	1.0109	0.3852	1.0109	1.0054
0.3647	9.68	726	1.0257	0.3902	1.0257	1.0128
0.3647	9.7067	728	1.0318	0.3902	1.0318	1.0158
0.3647	9.7333	730	1.0306	0.3511	1.0306	1.0152
0.3647	9.76	732	1.0450	0.2650	1.0450	1.0223
0.3647	9.7867	734	1.0717	0.3146	1.0717	1.0352
0.3647	9.8133	736	1.1340	0.3052	1.1340	1.0649
0.3647	9.84	738	1.1754	0.3672	1.1754	1.0841
0.3647	9.8667	740	1.1567	0.3404	1.1567	1.0755
0.3647	9.8933	742	1.0751	0.3146	1.0751	1.0369
0.3647	9.92	744	1.0339	0.3741	1.0339	1.0168
0.3647	9.9467	746	1.0360	0.3344	1.0360	1.0178
0.3647	9.9733	748	1.0448	0.3225	1.0448	1.0222
0.3647	10.0	750	1.0369	0.3445	1.0369	1.0183
0.3647	10.0267	752	1.0683	0.2896	1.0683	1.0336
0.3647	10.0533	754	1.1501	0.3273	1.1501	1.0724
0.3647	10.08	756	1.1410	0.3347	1.1410	1.0682
0.3647	10.1067	758	1.0709	0.3262	1.0709	1.0349
0.3647	10.1333	760	1.0077	0.3511	1.0077	1.0039
0.3647	10.16	762	1.0188	0.3753	1.0188	1.0094
0.3647	10.1867	764	1.0375	0.4062	1.0375	1.0186
0.3647	10.2133	766	1.0268	0.3861	1.0268	1.0133
0.3647	10.24	768	1.0102	0.3552	1.0102	1.0051
0.3647	10.2667	770	1.0247	0.2728	1.0247	1.0123
0.3647	10.2933	772	1.0638	0.3262	1.0638	1.0314
0.3647	10.32	774	1.0705	0.3262	1.0705	1.0347
0.3647	10.3467	776	1.0570	0.3262	1.0570	1.0281
0.3647	10.3733	778	1.0288	0.2967	1.0288	1.0143
0.3647	10.4	780	1.0153	0.3453	1.0153	1.0076
0.3647	10.4267	782	1.0180	0.3453	1.0180	1.0090
0.3647	10.4533	784	1.0279	0.3453	1.0279	1.0139
0.3647	10.48	786	1.0369	0.3190	1.0369	1.0183
0.3647	10.5067	788	1.0422	0.3190	1.0422	1.0209
0.3647	10.5333	790	1.0371	0.3190	1.0371	1.0184
0.3647	10.56	792	1.0336	0.3652	1.0336	1.0166
0.3647	10.5867	794	1.0342	0.3652	1.0342	1.0169
0.3647	10.6133	796	1.0410	0.3363	1.0410	1.0203
0.3647	10.64	798	1.0521	0.3463	1.0521	1.0257
0.3647	10.6667	800	1.0472	0.3652	1.0472	1.0233
0.3647	10.6933	802	1.0394	0.3392	1.0394	1.0195
0.3647	10.72	804	1.0410	0.2489	1.0410	1.0203
0.3647	10.7467	806	1.0382	0.2871	1.0382	1.0189
0.3647	10.7733	808	1.0183	0.2871	1.0183	1.0091
0.3647	10.8	810	0.9936	0.3596	0.9936	0.9968
0.3647	10.8267	812	0.9749	0.3637	0.9749	0.9874
0.3647	10.8533	814	0.9558	0.3920	0.9558	0.9776
0.3647	10.88	816	0.9483	0.3920	0.9483	0.9738
0.3647	10.9067	818	0.9580	0.3584	0.9580	0.9788
0.3647	10.9333	820	0.9695	0.3862	0.9695	0.9846
0.3647	10.96	822	0.9676	0.3614	0.9676	0.9837
0.3647	10.9867	824	0.9735	0.3614	0.9735	0.9867
0.3647	11.0133	826	0.9633	0.3584	0.9633	0.9815
0.3647	11.04	828	0.9576	0.3879	0.9576	0.9786
0.3647	11.0667	830	0.9534	0.4042	0.9534	0.9764
0.3647	11.0933	832	0.9625	0.4676	0.9625	0.9811
0.3647	11.12	834	0.9395	0.4555	0.9395	0.9693
0.3647	11.1467	836	0.9388	0.3733	0.9388	0.9689
0.3647	11.1733	838	0.9412	0.3346	0.9412	0.9701
0.3647	11.2	840	0.9412	0.3738	0.9412	0.9702
0.3647	11.2267	842	0.9496	0.3738	0.9496	0.9745
0.3647	11.2533	844	0.9599	0.3879	0.9599	0.9798
0.3647	11.28	846	0.9879	0.3902	0.9879	0.9939
0.3647	11.3067	848	1.0225	0.3614	1.0225	1.0112
0.3647	11.3333	850	1.0524	0.3480	1.0524	1.0259
0.3647	11.36	852	1.0380	0.3480	1.0380	1.0188
0.3647	11.3867	854	1.0069	0.3584	1.0069	1.0035
0.3647	11.4133	856	0.9938	0.3346	0.9938	0.9969
0.3647	11.44	858	0.9834	0.3925	0.9834	0.9917
0.3647	11.4667	860	0.9856	0.3293	0.9856	0.9928
0.3647	11.4933	862	0.9942	0.2968	0.9942	0.9971
0.3647	11.52	864	1.0003	0.2694	1.0003	1.0002
0.3647	11.5467	866	1.0083	0.2694	1.0083	1.0041
0.3647	11.5733	868	1.0218	0.2694	1.0218	1.0108
0.3647	11.6	870	1.0381	0.2843	1.0381	1.0189
0.3647	11.6267	872	1.0550	0.2402	1.0550	1.0271
0.3647	11.6533	874	1.0996	0.3104	1.0996	1.0486
0.3647	11.68	876	1.1314	0.3100	1.1314	1.0637
0.3647	11.7067	878	1.1028	0.3056	1.1028	1.0502
0.3647	11.7333	880	1.0620	0.3013	1.0620	1.0305
0.3647	11.76	882	1.0519	0.3062	1.0519	1.0256
0.3647	11.7867	884	1.0608	0.2454	1.0608	1.0300
0.3647	11.8133	886	1.0689	0.2454	1.0689	1.0339
0.3647	11.84	888	1.0802	0.2843	1.0802	1.0393
0.3647	11.8667	890	1.0812	0.2843	1.0812	1.0398
0.3647	11.8933	892	1.0637	0.2454	1.0637	1.0314
0.3647	11.92	894	1.0418	0.2843	1.0418	1.0207
0.3647	11.9467	896	1.0468	0.2942	1.0468	1.0231
0.3647	11.9733	898	1.0622	0.3042	1.0622	1.0306
0.3647	12.0	900	1.0589	0.2942	1.0589	1.0290
0.3647	12.0267	902	1.0612	0.3042	1.0612	1.0302
0.3647	12.0533	904	1.0708	0.3142	1.0708	1.0348
0.3647	12.08	906	1.0746	0.2402	1.0746	1.0366
0.3647	12.1067	908	1.1062	0.2555	1.1062	1.0518
0.3647	12.1333	910	1.1117	0.2605	1.1117	1.0544
0.3647	12.16	912	1.0832	0.2555	1.0832	1.0408
0.3647	12.1867	914	1.0672	0.2988	1.0672	1.0331
0.3647	12.2133	916	1.0615	0.2113	1.0615	1.0303
0.3647	12.24	918	1.0562	0.2113	1.0562	1.0277
0.3647	12.2667	920	1.0495	0.2509	1.0495	1.0244
0.3647	12.2933	922	1.0477	0.2113	1.0477	1.0236
0.3647	12.32	924	1.0722	0.1975	1.0722	1.0355
0.3647	12.3467	926	1.0970	0.2126	1.0970	1.0474
0.3647	12.3733	928	1.0849	0.1824	1.0849	1.0416
0.3647	12.4	930	1.0790	0.2016	1.0790	1.0388
0.3647	12.4267	932	1.0863	0.2539	1.0863	1.0423
0.3647	12.4533	934	1.0816	0.2596	1.0816	1.0400
0.3647	12.48	936	1.0914	0.2499	1.0914	1.0447
0.3647	12.5067	938	1.0939	0.2694	1.0939	1.0459
0.3647	12.5333	940	1.0863	0.2679	1.0863	1.0423
0.3647	12.56	942	1.0855	0.2596	1.0855	1.0419
0.3647	12.5867	944	1.0835	0.2255	1.0835	1.0409
0.3647	12.6133	946	1.0853	0.2255	1.0853	1.0418
0.3647	12.64	948	1.0887	0.2255	1.0887	1.0434
0.3647	12.6667	950	1.0890	0.2100	1.0890	1.0436
0.3647	12.6933	952	1.0902	0.1709	1.0902	1.0441
0.3647	12.72	954	1.0801	0.1805	1.0801	1.0393
0.3647	12.7467	956	1.0903	0.2539	1.0903	1.0442
0.3647	12.7733	958	1.1282	0.2806	1.1282	1.0622
0.3647	12.8	960	1.1323	0.3355	1.1323	1.0641
0.3647	12.8267	962	1.1021	0.3355	1.1021	1.0498
0.3647	12.8533	964	1.0163	0.3078	1.0163	1.0081
0.3647	12.88	966	0.9565	0.3583	0.9565	0.9780
0.3647	12.9067	968	0.9732	0.4100	0.9732	0.9865
0.3647	12.9333	970	0.9911	0.3677	0.9911	0.9955
0.3647	12.96	972	0.9755	0.3847	0.9755	0.9877
0.3647	12.9867	974	0.9621	0.3685	0.9621	0.9809
0.3647	13.0133	976	0.9688	0.3583	0.9688	0.9843
0.3647	13.04	978	0.9923	0.2892	0.9923	0.9961
0.3647	13.0667	980	1.0024	0.2795	1.0024	1.0012
0.3647	13.0933	982	0.9766	0.3427	0.9766	0.9883
0.3647	13.12	984	0.9614	0.3583	0.9614	0.9805
0.3647	13.1467	986	0.9614	0.4081	0.9614	0.9805
0.3647	13.1733	988	0.9661	0.3327	0.9661	0.9829
0.3647	13.2	990	0.9791	0.3066	0.9791	0.9895
0.3647	13.2267	992	0.9962	0.2793	0.9962	0.9981
0.3647	13.2533	994	1.0060	0.3237	1.0060	1.0030
0.3647	13.28	996	1.0221	0.3163	1.0221	1.0110
0.3647	13.3067	998	1.0292	0.3163	1.0292	1.0145
0.0687	13.3333	1000	1.0294	0.3163	1.0294	1.0146
0.0687	13.36	1002	1.0306	0.3210	1.0306	1.0152
0.0687	13.3867	1004	1.0415	0.3033	1.0415	1.0205
0.0687	13.4133	1006	1.0288	0.3276	1.0288	1.0143
0.0687	13.44	1008	1.0047	0.3250	1.0047	1.0024
0.0687	13.4667	1010	1.0051	0.3154	1.0051	1.0025
0.0687	13.4933	1012	1.0292	0.3355	1.0292	1.0145
0.0687	13.52	1014	1.0334	0.3218	1.0334	1.0165
0.0687	13.5467	1016	1.0227	0.2871	1.0227	1.0113
0.0687	13.5733	1018	1.0268	0.3205	1.0268	1.0133
0.0687	13.6	1020	1.0457	0.2745	1.0457	1.0226
0.0687	13.6267	1022	1.0559	0.3042	1.0559	1.0276
0.0687	13.6533	1024	1.0588	0.2942	1.0588	1.0290
0.0687	13.68	1026	1.0655	0.2942	1.0655	1.0322
0.0687	13.7067	1028	1.0702	0.2942	1.0702	1.0345

Framework versions

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