ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_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: 1.8017
• Qwk: 0.3022
• Mse: 1.8017
• Rmse: 1.3423

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	0.0455	2	7.6245	-0.0312	7.6245	2.7612
No log	0.0909	4	4.3530	0.0529	4.3530	2.0864
No log	0.1364	6	3.0062	0.0848	3.0062	1.7339
No log	0.1818	8	2.2718	0.1314	2.2718	1.5072
No log	0.2273	10	1.9229	0.1552	1.9229	1.3867
No log	0.2727	12	1.9323	0.1176	1.9323	1.3901
No log	0.3182	14	2.0321	0.1374	2.0321	1.4255
No log	0.3636	16	1.6192	0.1852	1.6192	1.2725
No log	0.4091	18	1.5640	0.1905	1.5640	1.2506
No log	0.4545	20	1.7310	0.1143	1.7310	1.3157
No log	0.5	22	2.1646	0.1322	2.1646	1.4713
No log	0.5455	24	2.1615	0.0684	2.1615	1.4702
No log	0.5909	26	1.8390	0.1509	1.8390	1.3561
No log	0.6364	28	1.7885	0.1714	1.7885	1.3373
No log	0.6818	30	1.7457	0.2523	1.7457	1.3213
No log	0.7273	32	1.6923	0.3252	1.6923	1.3009
No log	0.7727	34	2.2939	0.2667	2.2939	1.5146
No log	0.8182	36	2.5115	0.1646	2.5115	1.5848
No log	0.8636	38	2.3288	0.2468	2.3288	1.5260
No log	0.9091	40	1.8344	0.3143	1.8344	1.3544
No log	0.9545	42	1.9633	0.3000	1.9633	1.4012
No log	1.0	44	1.8702	0.3453	1.8702	1.3676
No log	1.0455	46	1.7038	0.4122	1.7038	1.3053
No log	1.0909	48	1.7036	0.4	1.7036	1.3052
No log	1.1364	50	2.1017	0.1926	2.1017	1.4497
No log	1.1818	52	2.5197	0.0132	2.5197	1.5874
No log	1.2273	54	2.4515	0.0265	2.4515	1.5657
No log	1.2727	56	2.0946	0.2628	2.0946	1.4473
No log	1.3182	58	1.7263	0.4132	1.7263	1.3139
No log	1.3636	60	1.4853	0.3540	1.4853	1.2187
No log	1.4091	62	1.3899	0.2545	1.3899	1.1789
No log	1.4545	64	1.3931	0.1321	1.3931	1.1803
No log	1.5	66	1.3468	0.1321	1.3468	1.1605
No log	1.5455	68	1.3164	0.2202	1.3164	1.1474
No log	1.5909	70	1.4164	0.3333	1.4164	1.1901
No log	1.6364	72	1.6002	0.4	1.6002	1.2650
No log	1.6818	74	1.5400	0.4	1.5400	1.2410
No log	1.7273	76	1.3738	0.2545	1.3738	1.1721
No log	1.7727	78	1.2936	0.3036	1.2936	1.1374
No log	1.8182	80	1.2937	0.3036	1.2937	1.1374
No log	1.8636	82	1.3111	0.3036	1.3111	1.1450
No log	1.9091	84	1.3631	0.3540	1.3631	1.1675
No log	1.9545	86	1.5682	0.3186	1.5682	1.2523
No log	2.0	88	1.6829	0.3652	1.6829	1.2973
No log	2.0455	90	1.7963	0.0545	1.7963	1.3403
No log	2.0909	92	1.7055	0.1579	1.7055	1.3059
No log	2.1364	94	1.4888	0.2087	1.4888	1.2202
No log	2.1818	96	1.2774	0.3761	1.2774	1.1302
No log	2.2273	98	1.2494	0.3898	1.2494	1.1178
No log	2.2727	100	1.2553	0.4262	1.2553	1.1204
No log	2.3182	102	1.2880	0.4500	1.2880	1.1349
No log	2.3636	104	1.7129	0.2047	1.7129	1.3088
No log	2.4091	106	1.9074	0.1600	1.9074	1.3811
No log	2.4545	108	1.7040	0.3016	1.7040	1.3054
No log	2.5	110	1.2458	0.4918	1.2458	1.1161
No log	2.5455	112	1.1509	0.5246	1.1509	1.0728
No log	2.5909	114	1.2087	0.5161	1.2087	1.0994
No log	2.6364	116	1.3814	0.4640	1.3814	1.1753
No log	2.6818	118	1.4780	0.4228	1.4780	1.2157
No log	2.7273	120	1.4595	0.4065	1.4595	1.2081
No log	2.7727	122	1.2833	0.5238	1.2833	1.1328
No log	2.8182	124	1.1546	0.5197	1.1546	1.0745
No log	2.8636	126	1.1858	0.5821	1.1858	1.0890
No log	2.9091	128	1.3102	0.5693	1.3102	1.1446
No log	2.9545	130	1.4253	0.4638	1.4253	1.1939
No log	3.0	132	1.2348	0.5401	1.2348	1.1112
No log	3.0455	134	1.0068	0.6015	1.0068	1.0034
No log	3.0909	136	0.9102	0.6015	0.9102	0.9540
No log	3.1364	138	1.0036	0.6015	1.0036	1.0018
No log	3.1818	140	1.3361	0.5248	1.3361	1.1559
No log	3.2273	142	1.6536	0.4430	1.6536	1.2859
No log	3.2727	144	1.9128	0.3205	1.9128	1.3831
No log	3.3182	146	1.9725	0.1918	1.9725	1.4045
No log	3.3636	148	1.8859	0.2609	1.8859	1.3733
No log	3.4091	150	1.8074	0.3226	1.8074	1.3444
No log	3.4545	152	1.9029	0.1525	1.9029	1.3795
No log	3.5	154	1.9943	0.0877	1.9943	1.4122
No log	3.5455	156	1.9733	0.1667	1.9733	1.4047
No log	3.5909	158	1.8410	0.2920	1.8410	1.3568
No log	3.6364	160	1.6385	0.3885	1.6385	1.2800
No log	3.6818	162	1.3253	0.5	1.3253	1.1512
No log	3.7273	164	1.1946	0.5414	1.1946	1.0930
No log	3.7727	166	1.2099	0.5507	1.2099	1.1000
No log	3.8182	168	1.3256	0.5211	1.3256	1.1513
No log	3.8636	170	1.3847	0.5379	1.3847	1.1767
No log	3.9091	172	1.2377	0.5390	1.2377	1.1125
No log	3.9545	174	1.2085	0.5532	1.2085	1.0993
No log	4.0	176	1.1484	0.5926	1.1484	1.0716
No log	4.0455	178	1.0689	0.6015	1.0689	1.0339
No log	4.0909	180	1.1987	0.5185	1.1987	1.0949
No log	4.1364	182	1.2843	0.4853	1.2843	1.1332
No log	4.1818	184	1.2393	0.5564	1.2393	1.1133
No log	4.2273	186	1.0982	0.5556	1.0982	1.0479
No log	4.2727	188	1.0844	0.5938	1.0844	1.0413
No log	4.3182	190	1.1703	0.5496	1.1703	1.0818
No log	4.3636	192	1.4148	0.4460	1.4148	1.1895
No log	4.4091	194	1.4642	0.3942	1.4642	1.2100
No log	4.4545	196	1.2012	0.5455	1.2012	1.0960
No log	4.5	198	1.0405	0.5692	1.0405	1.0201
No log	4.5455	200	1.1434	0.5714	1.1434	1.0693
No log	4.5909	202	1.4906	0.4286	1.4906	1.2209
No log	4.6364	204	1.7894	0.2937	1.7894	1.3377
No log	4.6818	206	1.9336	0.2500	1.9336	1.3905
No log	4.7273	208	1.8221	0.2878	1.8221	1.3498
No log	4.7727	210	1.6448	0.272	1.6448	1.2825
No log	4.8182	212	1.6287	0.2131	1.6287	1.2762
No log	4.8636	214	1.7113	0.2581	1.7113	1.3082
No log	4.9091	216	1.7634	0.2520	1.7634	1.3279
No log	4.9545	218	1.7188	0.2344	1.7188	1.3110
No log	5.0	220	1.5218	0.4060	1.5218	1.2336
No log	5.0455	222	1.3391	0.4697	1.3391	1.1572
No log	5.0909	224	1.2988	0.5263	1.2988	1.1397
No log	5.1364	226	1.4842	0.3857	1.4842	1.2183
No log	5.1818	228	1.6288	0.4161	1.6288	1.2762
No log	5.2273	230	1.7192	0.3624	1.7192	1.3112
No log	5.2727	232	1.7444	0.3624	1.7444	1.3208
No log	5.3182	234	1.7048	0.3919	1.7048	1.3057
No log	5.3636	236	1.6260	0.3478	1.6260	1.2752
No log	5.4091	238	1.4183	0.4478	1.4183	1.1909
No log	5.4545	240	1.4053	0.4478	1.4053	1.1855
No log	5.5	242	1.3134	0.4776	1.3134	1.1460
No log	5.5455	244	1.3210	0.4818	1.3210	1.1493
No log	5.5909	246	1.3096	0.4741	1.3096	1.1444
No log	5.6364	248	1.2546	0.5714	1.2546	1.1201
No log	5.6818	250	1.1242	0.5802	1.1242	1.0603
No log	5.7273	252	1.0861	0.5354	1.0861	1.0422
No log	5.7727	254	1.2683	0.5191	1.2683	1.1262
No log	5.8182	256	1.5812	0.4	1.5812	1.2574
No log	5.8636	258	1.7473	0.2464	1.7473	1.3219
No log	5.9091	260	1.6922	0.3358	1.6922	1.3009
No log	5.9545	262	1.4243	0.4493	1.4243	1.1935
No log	6.0	264	1.2161	0.5630	1.2161	1.1028
No log	6.0455	266	1.2526	0.5401	1.2526	1.1192
No log	6.0909	268	1.5279	0.4118	1.5279	1.2361
No log	6.1364	270	1.7011	0.3165	1.7011	1.3042
No log	6.1818	272	1.6790	0.3478	1.6790	1.2958
No log	6.2273	274	1.4962	0.4328	1.4962	1.2232
No log	6.2727	276	1.3732	0.5191	1.3732	1.1718
No log	6.3182	278	1.2978	0.512	1.2978	1.1392
No log	6.3636	280	1.2949	0.5312	1.2949	1.1379
No log	6.4091	282	1.3058	0.5496	1.3058	1.1427
No log	6.4545	284	1.3950	0.4776	1.3950	1.1811
No log	6.5	286	1.3675	0.5037	1.3675	1.1694
No log	6.5455	288	1.3182	0.5037	1.3182	1.1481
No log	6.5909	290	1.1877	0.5303	1.1877	1.0898
No log	6.6364	292	1.1310	0.5496	1.1310	1.0635
No log	6.6818	294	1.1500	0.5496	1.1500	1.0724
No log	6.7273	296	1.1772	0.5496	1.1772	1.0850
No log	6.7727	298	1.2159	0.5496	1.2159	1.1027
No log	6.8182	300	1.2998	0.5303	1.2998	1.1401
No log	6.8636	302	1.3087	0.5496	1.3087	1.1440
No log	6.9091	304	1.2394	0.5079	1.2394	1.1133
No log	6.9545	306	1.1680	0.4426	1.1680	1.0807
No log	7.0	308	1.1504	0.4553	1.1504	1.0726
No log	7.0455	310	1.1910	0.5538	1.1910	1.0913
No log	7.0909	312	1.1353	0.5538	1.1353	1.0655
No log	7.1364	314	1.1424	0.5538	1.1424	1.0688
No log	7.1818	316	1.1624	0.5231	1.1624	1.0782
No log	7.2273	318	1.2375	0.4776	1.2375	1.1124
No log	7.2727	320	1.2017	0.5344	1.2017	1.0962
No log	7.3182	322	1.1303	0.5496	1.1303	1.0631
No log	7.3636	324	1.2387	0.5564	1.2387	1.1130
No log	7.4091	326	1.3915	0.4559	1.3915	1.1796
No log	7.4545	328	1.4490	0.4559	1.4490	1.2038
No log	7.5	330	1.3189	0.5	1.3189	1.1484
No log	7.5455	332	1.1999	0.5481	1.1999	1.0954
No log	7.5909	334	1.0988	0.5954	1.0988	1.0482
No log	7.6364	336	1.1910	0.5672	1.1910	1.0913
No log	7.6818	338	1.3496	0.4818	1.3496	1.1617
No log	7.7273	340	1.3331	0.4741	1.3331	1.1546
No log	7.7727	342	1.2295	0.5522	1.2295	1.1088
No log	7.8182	344	1.0961	0.5692	1.0961	1.0469
No log	7.8636	346	1.1586	0.5496	1.1586	1.0764
No log	7.9091	348	1.2246	0.5075	1.2246	1.1066
No log	7.9545	350	1.2411	0.5075	1.2411	1.1141
No log	8.0	352	1.1117	0.5496	1.1117	1.0543
No log	8.0455	354	1.1081	0.5538	1.1081	1.0527
No log	8.0909	356	1.2005	0.5263	1.2005	1.0957
No log	8.1364	358	1.3505	0.4672	1.3505	1.1621
No log	8.1818	360	1.4253	0.4638	1.4253	1.1939
No log	8.2273	362	1.3836	0.4672	1.3836	1.1763
No log	8.2727	364	1.4615	0.4380	1.4615	1.2089
No log	8.3182	366	1.3831	0.4593	1.3831	1.1760
No log	8.3636	368	1.2943	0.5455	1.2943	1.1377
No log	8.4091	370	1.3735	0.5	1.3735	1.1720
No log	8.4545	372	1.5407	0.4429	1.5407	1.2413
No log	8.5	374	1.5691	0.4429	1.5691	1.2526
No log	8.5455	376	1.4768	0.4604	1.4768	1.2152
No log	8.5909	378	1.2264	0.5263	1.2264	1.1074
No log	8.6364	380	1.1260	0.5496	1.1260	1.0611
No log	8.6818	382	1.1682	0.5496	1.1682	1.0808
No log	8.7273	384	1.2959	0.5037	1.2959	1.1384
No log	8.7727	386	1.2194	0.5496	1.2194	1.1043
No log	8.8182	388	1.0677	0.5538	1.0677	1.0333
No log	8.8636	390	1.0561	0.5538	1.0561	1.0277
No log	8.9091	392	1.2079	0.4964	1.2079	1.0990
No log	8.9545	394	1.2361	0.4964	1.2361	1.1118
No log	9.0	396	1.1104	0.5224	1.1104	1.0537
No log	9.0455	398	1.1186	0.5263	1.1186	1.0576
No log	9.0909	400	1.2669	0.5037	1.2669	1.1256
No log	9.1364	402	1.4014	0.4526	1.4014	1.1838
No log	9.1818	404	1.5258	0.4348	1.5258	1.2352
No log	9.2273	406	1.5515	0.4173	1.5515	1.2456
No log	9.2727	408	1.6698	0.4173	1.6698	1.2922
No log	9.3182	410	1.5513	0.4348	1.5513	1.2455
No log	9.3636	412	1.2525	0.5	1.2525	1.1191
No log	9.4091	414	1.1300	0.5152	1.1300	1.0630
No log	9.4545	416	1.0685	0.5426	1.0685	1.0337
No log	9.5	418	1.1984	0.5075	1.1984	1.0947
No log	9.5455	420	1.4780	0.4444	1.4780	1.2157
No log	9.5909	422	1.5949	0.4460	1.5949	1.2629
No log	9.6364	424	1.7578	0.4082	1.7578	1.3258
No log	9.6818	426	1.7227	0.3741	1.7227	1.3125
No log	9.7273	428	1.5049	0.4526	1.5049	1.2267
No log	9.7727	430	1.2680	0.4964	1.2680	1.1261
No log	9.8182	432	1.1840	0.5191	1.1840	1.0881
No log	9.8636	434	1.2940	0.5263	1.2940	1.1375
No log	9.9091	436	1.5008	0.4444	1.5008	1.2251
No log	9.9545	438	1.6867	0.3650	1.6867	1.2987
No log	10.0	440	1.6766	0.3478	1.6766	1.2948
No log	10.0455	442	1.5525	0.4088	1.5525	1.2460
No log	10.0909	444	1.3339	0.4733	1.3339	1.1550
No log	10.1364	446	1.1975	0.5238	1.1975	1.0943
No log	10.1818	448	1.1689	0.5303	1.1689	1.0811
No log	10.2273	450	1.2791	0.5037	1.2791	1.1310
No log	10.2727	452	1.4066	0.4638	1.4066	1.1860
No log	10.3182	454	1.4820	0.4286	1.4820	1.2174
No log	10.3636	456	1.4406	0.4317	1.4406	1.2003
No log	10.4091	458	1.4986	0.4286	1.4986	1.2242
No log	10.4545	460	1.4445	0.4672	1.4445	1.2019
No log	10.5	462	1.4519	0.4672	1.4519	1.2050
No log	10.5455	464	1.4882	0.4412	1.4882	1.2199
No log	10.5909	466	1.5383	0.4148	1.5383	1.2403
No log	10.6364	468	1.4952	0.4148	1.4952	1.2228
No log	10.6818	470	1.4475	0.4148	1.4475	1.2031
No log	10.7273	472	1.3940	0.4412	1.3940	1.1807
No log	10.7727	474	1.2552	0.5	1.2552	1.1204
No log	10.8182	476	1.3052	0.4741	1.3052	1.1425
No log	10.8636	478	1.4121	0.4478	1.4121	1.1883
No log	10.9091	480	1.5323	0.3942	1.5323	1.2379
No log	10.9545	482	1.6502	0.3333	1.6502	1.2846
No log	11.0	484	1.6098	0.3971	1.6098	1.2688
No log	11.0455	486	1.5416	0.3942	1.5416	1.2416
No log	11.0909	488	1.4701	0.4526	1.4701	1.2125
No log	11.1364	490	1.3316	0.4818	1.3316	1.1539
No log	11.1818	492	1.2252	0.5	1.2252	1.1069
No log	11.2273	494	1.1799	0.5185	1.1799	1.0862
No log	11.2727	496	1.1147	0.5496	1.1147	1.0558
No log	11.3182	498	1.2805	0.5147	1.2805	1.1316
0.4602	11.3636	500	1.4922	0.4526	1.4922	1.2216
0.4602	11.4091	502	1.6525	0.4173	1.6525	1.2855
0.4602	11.4545	504	1.6714	0.4173	1.6714	1.2928
0.4602	11.5	506	1.6072	0.4348	1.6072	1.2677
0.4602	11.5455	508	1.5214	0.4526	1.5214	1.2334
0.4602	11.5909	510	1.4290	0.4964	1.4290	1.1954
0.4602	11.6364	512	1.4064	0.4964	1.4064	1.1859
0.4602	11.6818	514	1.3716	0.5333	1.3716	1.1712
0.4602	11.7273	516	1.3072	0.5333	1.3072	1.1433
0.4602	11.7727	518	1.1966	0.5333	1.1966	1.0939
0.4602	11.8182	520	1.2494	0.5333	1.2494	1.1178
0.4602	11.8636	522	1.3235	0.4627	1.3235	1.1504
0.4602	11.9091	524	1.2376	0.5414	1.2376	1.1125
0.4602	11.9545	526	1.1217	0.5496	1.1217	1.0591
0.4602	12.0	528	1.0785	0.5496	1.0785	1.0385
0.4602	12.0455	530	1.2088	0.5185	1.2088	1.0994
0.4602	12.0909	532	1.3944	0.4925	1.3944	1.1809
0.4602	12.1364	534	1.6273	0.3913	1.6273	1.2757
0.4602	12.1818	536	1.6488	0.3913	1.6488	1.2841
0.4602	12.2273	538	1.4691	0.4296	1.4691	1.2121
0.4602	12.2727	540	1.2082	0.5263	1.2082	1.0992
0.4602	12.3182	542	1.0333	0.5669	1.0333	1.0165
0.4602	12.3636	544	0.9928	0.5556	0.9928	0.9964
0.4602	12.4091	546	1.0485	0.5625	1.0485	1.0240
0.4602	12.4545	548	1.2277	0.5496	1.2277	1.1080
0.4602	12.5	550	1.4599	0.4478	1.4599	1.2083
0.4602	12.5455	552	1.5090	0.4265	1.5090	1.2284
0.4602	12.5909	554	1.3980	0.4662	1.3980	1.1824
0.4602	12.6364	556	1.1942	0.5455	1.1942	1.0928
0.4602	12.6818	558	1.1287	0.5538	1.1287	1.0624
0.4602	12.7273	560	1.1767	0.5455	1.1767	1.0848
0.4602	12.7727	562	1.3116	0.5152	1.3116	1.1453
0.4602	12.8182	564	1.4840	0.4179	1.4840	1.2182
0.4602	12.8636	566	1.4890	0.4583	1.4890	1.2203
0.4602	12.9091	568	1.3141	0.4925	1.3141	1.1463
0.4602	12.9545	570	1.1566	0.5455	1.1566	1.0754
0.4602	13.0	572	1.1216	0.5455	1.1216	1.0591
0.4602	13.0455	574	1.2030	0.5185	1.2030	1.0968
0.4602	13.0909	576	1.3855	0.5034	1.3855	1.1771
0.4602	13.1364	578	1.5575	0.4459	1.5575	1.2480
0.4602	13.1818	580	1.5185	0.4	1.5185	1.2323
0.4602	13.2273	582	1.3241	0.4776	1.3241	1.1507
0.4602	13.2727	584	1.2202	0.5455	1.2202	1.1046
0.4602	13.3182	586	1.2177	0.5037	1.2177	1.1035
0.4602	13.3636	588	1.2160	0.5	1.2160	1.1027
0.4602	13.4091	590	1.2249	0.5185	1.2249	1.1068
0.4602	13.4545	592	1.2945	0.4741	1.2945	1.1378
0.4602	13.5	594	1.3953	0.4296	1.3953	1.1812
0.4602	13.5455	596	1.3413	0.4559	1.3413	1.1581
0.4602	13.5909	598	1.2740	0.5152	1.2740	1.1287
0.4602	13.6364	600	1.1979	0.5455	1.1979	1.0945
0.4602	13.6818	602	1.2393	0.5414	1.2393	1.1132
0.4602	13.7273	604	1.2950	0.4776	1.2950	1.1380
0.4602	13.7727	606	1.3217	0.4593	1.3217	1.1497
0.4602	13.8182	608	1.3948	0.4203	1.3948	1.1810
0.4602	13.8636	610	1.3677	0.4203	1.3677	1.1695
0.4602	13.9091	612	1.2777	0.5037	1.2777	1.1303
0.4602	13.9545	614	1.1799	0.5414	1.1799	1.0862
0.4602	14.0	616	1.1499	0.5414	1.1499	1.0723
0.4602	14.0455	618	1.2653	0.5	1.2653	1.1249
0.4602	14.0909	620	1.5045	0.3913	1.5045	1.2266
0.4602	14.1364	622	1.5898	0.3913	1.5898	1.2609
0.4602	14.1818	624	1.6002	0.3913	1.6002	1.2650
0.4602	14.2273	626	1.4706	0.4265	1.4706	1.2127
0.4602	14.2727	628	1.2404	0.4925	1.2404	1.1137
0.4602	14.3182	630	1.1530	0.5271	1.1530	1.0738
0.4602	14.3636	632	1.1235	0.5469	1.1235	1.0600
0.4602	14.4091	634	1.2018	0.5185	1.2018	1.0963
0.4602	14.4545	636	1.3379	0.4706	1.3379	1.1567
0.4602	14.5	638	1.5341	0.4088	1.5341	1.2386
0.4602	14.5455	640	1.6165	0.3650	1.6165	1.2714
0.4602	14.5909	642	1.5255	0.4265	1.5255	1.2351
0.4602	14.6364	644	1.3424	0.4706	1.3424	1.1586
0.4602	14.6818	646	1.2154	0.5113	1.2154	1.1024
0.4602	14.7273	648	1.2229	0.5113	1.2229	1.1058
0.4602	14.7727	650	1.2991	0.4593	1.2991	1.1398
0.4602	14.8182	652	1.3130	0.4593	1.3130	1.1458
0.4602	14.8636	654	1.4141	0.4706	1.4141	1.1892
0.4602	14.9091	656	1.3828	0.4964	1.3828	1.1759
0.4602	14.9545	658	1.2957	0.4853	1.2957	1.1383
0.4602	15.0	660	1.3024	0.5037	1.3024	1.1412
0.4602	15.0455	662	1.3478	0.4593	1.3478	1.1610
0.4602	15.0909	664	1.4511	0.4444	1.4511	1.2046
0.4602	15.1364	666	1.4512	0.4444	1.4512	1.2046
0.4602	15.1818	668	1.3412	0.4511	1.3412	1.1581
0.4602	15.2273	670	1.2393	0.5344	1.2393	1.1132
0.4602	15.2727	672	1.1483	0.5385	1.1483	1.0716
0.4602	15.3182	674	1.1338	0.5385	1.1338	1.0648
0.4602	15.3636	676	1.2197	0.5113	1.2197	1.1044
0.4602	15.4091	678	1.3924	0.4444	1.3924	1.1800
0.4602	15.4545	680	1.5420	0.4088	1.5420	1.2418
0.4602	15.5	682	1.6539	0.3913	1.6539	1.2860
0.4602	15.5455	684	1.5401	0.4088	1.5401	1.2410
0.4602	15.5909	686	1.3419	0.4580	1.3419	1.1584
0.4602	15.6364	688	1.2665	0.4580	1.2665	1.1254
0.4602	15.6818	690	1.2439	0.5113	1.2439	1.1153
0.4602	15.7273	692	1.2892	0.4662	1.2892	1.1354
0.4602	15.7727	694	1.4165	0.4088	1.4165	1.1902
0.4602	15.8182	696	1.4751	0.4088	1.4751	1.2145
0.4602	15.8636	698	1.4804	0.4088	1.4804	1.2167
0.4602	15.9091	700	1.3750	0.4706	1.3750	1.1726
0.4602	15.9545	702	1.2864	0.5185	1.2864	1.1342
0.4602	16.0	704	1.1806	0.5414	1.1806	1.0865
0.4602	16.0455	706	1.1405	0.5496	1.1405	1.0679
0.4602	16.0909	708	1.2014	0.5414	1.2014	1.0961
0.4602	16.1364	710	1.3295	0.5	1.3295	1.1531
0.4602	16.1818	712	1.3401	0.4818	1.3401	1.1576
0.4602	16.2273	714	1.2294	0.5414	1.2294	1.1088
0.4602	16.2727	716	1.1045	0.5625	1.1045	1.0510
0.4602	16.3182	718	1.0424	0.5781	1.0424	1.0210
0.4602	16.3636	720	1.0422	0.5891	1.0422	1.0209
0.4602	16.4091	722	1.0952	0.5414	1.0952	1.0465
0.4602	16.4545	724	1.1670	0.5185	1.1670	1.0803
0.4602	16.5	726	1.3209	0.5	1.3209	1.1493
0.4602	16.5455	728	1.4043	0.4478	1.4043	1.1850
0.4602	16.5909	730	1.3775	0.4741	1.3775	1.1737
0.4602	16.6364	732	1.4123	0.4741	1.4123	1.1884
0.4602	16.6818	734	1.3767	0.4741	1.3767	1.1733
0.4602	16.7273	736	1.2918	0.5185	1.2918	1.1366
0.4602	16.7727	738	1.3037	0.5185	1.3037	1.1418
0.4602	16.8182	740	1.3831	0.4526	1.3831	1.1760
0.4602	16.8636	742	1.3860	0.4526	1.3860	1.1773
0.4602	16.9091	744	1.3769	0.4783	1.3769	1.1734
0.4602	16.9545	746	1.3050	0.5	1.3050	1.1424
0.4602	17.0	748	1.3654	0.4783	1.3654	1.1685
0.4602	17.0455	750	1.4915	0.4348	1.4915	1.2213
0.4602	17.0909	752	1.5597	0.4088	1.5597	1.2489
0.4602	17.1364	754	1.5218	0.4088	1.5218	1.2336
0.4602	17.1818	756	1.3829	0.4741	1.3829	1.1760
0.4602	17.2273	758	1.2488	0.5224	1.2488	1.1175
0.4602	17.2727	760	1.1304	0.5538	1.1304	1.0632
0.4602	17.3182	762	1.1020	0.5538	1.1020	1.0498
0.4602	17.3636	764	1.2109	0.5224	1.2109	1.1004
0.4602	17.4091	766	1.4596	0.4088	1.4596	1.2081
0.4602	17.4545	768	1.8068	0.2714	1.8068	1.3442
0.4602	17.5	770	2.0097	0.2238	2.0097	1.4176
0.4602	17.5455	772	2.0017	0.2238	2.0017	1.4148
0.4602	17.5909	774	1.8017	0.3022	1.8017	1.3423

Framework versions

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