ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_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: 1.2816
• Qwk: 0.0721
• Mse: 1.2816
• Rmse: 1.1321

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	0.0645	2	4.5603	0.0010	4.5603	2.1355
No log	0.1290	4	2.8351	0.0051	2.8351	1.6838
No log	0.1935	6	2.3146	-0.0233	2.3146	1.5214
No log	0.2581	8	1.6355	-0.1317	1.6355	1.2789
No log	0.3226	10	1.2929	0.1576	1.2929	1.1371
No log	0.3871	12	1.2245	0.2038	1.2245	1.1066
No log	0.4516	14	1.2165	0.2038	1.2165	1.1030
No log	0.5161	16	1.3633	0.0860	1.3633	1.1676
No log	0.5806	18	2.2481	0.0322	2.2481	1.4994
No log	0.6452	20	2.5217	-0.0091	2.5217	1.5880
No log	0.7097	22	2.6287	0.0173	2.6287	1.6213
No log	0.7742	24	1.9866	0.0265	1.9866	1.4095
No log	0.8387	26	1.3919	0.0030	1.3919	1.1798
No log	0.9032	28	1.2889	0.1011	1.2889	1.1353
No log	0.9677	30	1.2524	0.1211	1.2524	1.1191
No log	1.0323	32	1.2486	0.0571	1.2486	1.1174
No log	1.0968	34	1.2617	0.0979	1.2617	1.1232
No log	1.1613	36	1.2614	0.0883	1.2614	1.1231
No log	1.2258	38	1.2540	0.0883	1.2540	1.1198
No log	1.2903	40	1.2753	0.1076	1.2753	1.1293
No log	1.3548	42	1.2583	0.0456	1.2583	1.1218
No log	1.4194	44	1.2207	0.1173	1.2207	1.1049
No log	1.4839	46	1.2306	0.0741	1.2306	1.1093
No log	1.5484	48	1.2587	0.0349	1.2587	1.1219
No log	1.6129	50	1.3132	0.0693	1.3132	1.1459
No log	1.6774	52	1.3593	0.0516	1.3593	1.1659
No log	1.7419	54	1.3906	0.1076	1.3906	1.1792
No log	1.8065	56	1.4981	0.1276	1.4981	1.2240
No log	1.8710	58	1.6930	0.1733	1.6930	1.3012
No log	1.9355	60	1.5853	0.1549	1.5853	1.2591
No log	2.0	62	1.4397	0.1748	1.4397	1.1999
No log	2.0645	64	1.3815	0.2396	1.3815	1.1754
No log	2.1290	66	1.3674	0.2424	1.3674	1.1694
No log	2.1935	68	1.3630	0.2976	1.3630	1.1675
No log	2.2581	70	1.3881	0.2444	1.3881	1.1782
No log	2.3226	72	1.3524	0.2458	1.3524	1.1629
No log	2.3871	74	1.3332	0.1987	1.3332	1.1546
No log	2.4516	76	1.3565	0.2156	1.3565	1.1647
No log	2.5161	78	1.4611	0.2650	1.4611	1.2087
No log	2.5806	80	1.5132	0.2531	1.5132	1.2301
No log	2.6452	82	1.5251	0.2686	1.5251	1.2349
No log	2.7097	84	1.4127	0.3042	1.4127	1.1886
No log	2.7742	86	1.4503	0.2424	1.4503	1.2043
No log	2.8387	88	1.6615	0.2818	1.6615	1.2890
No log	2.9032	90	1.6148	0.2818	1.6148	1.2707
No log	2.9677	92	1.3157	0.2003	1.3157	1.1470
No log	3.0323	94	1.2667	0.2591	1.2667	1.1255
No log	3.0968	96	1.4425	0.2498	1.4425	1.2010
No log	3.1613	98	1.6571	0.2906	1.6571	1.2873
No log	3.2258	100	1.6919	0.2925	1.6919	1.3007
No log	3.2903	102	1.4963	0.2248	1.4963	1.2232
No log	3.3548	104	1.4536	0.2346	1.4536	1.2056
No log	3.4194	106	1.7307	0.2446	1.7307	1.3156
No log	3.4839	108	2.0764	0.1079	2.0764	1.4410
No log	3.5484	110	1.8122	0.1785	1.8122	1.3462
No log	3.6129	112	1.2984	0.2496	1.2984	1.1395
No log	3.6774	114	1.3266	0.0797	1.3266	1.1518
No log	3.7419	116	1.3310	0.1888	1.3310	1.1537
No log	3.8065	118	1.6013	0.1733	1.6013	1.2654
No log	3.8710	120	1.6767	0.1848	1.6767	1.2949
No log	3.9355	122	1.7306	0.2132	1.7306	1.3155
No log	4.0	124	1.5343	0.1155	1.5343	1.2387
No log	4.0645	126	1.4863	0.1416	1.4863	1.2191
No log	4.1290	128	1.4282	0.1935	1.4282	1.1951
No log	4.1935	130	1.4030	0.2037	1.4030	1.1845
No log	4.2581	132	1.4255	0.2317	1.4255	1.1940
No log	4.3226	134	1.6370	0.2022	1.6370	1.2795
No log	4.3871	136	1.8469	0.2317	1.8469	1.3590
No log	4.4516	138	1.7406	0.2393	1.7406	1.3193
No log	4.5161	140	1.4623	0.2609	1.4623	1.2092
No log	4.5806	142	1.4543	0.1097	1.4543	1.2060
No log	4.6452	144	1.4911	0.1199	1.4911	1.2211
No log	4.7097	146	1.8532	0.1810	1.8532	1.3613
No log	4.7742	148	2.2887	0.0767	2.2887	1.5128
No log	4.8387	150	2.1505	0.0869	2.1505	1.4665
No log	4.9032	152	1.7460	0.2261	1.7460	1.3214
No log	4.9677	154	1.4790	0.1230	1.4790	1.2161
No log	5.0323	156	1.3858	0.2681	1.3858	1.1772
No log	5.0968	158	1.4622	0.2468	1.4622	1.2092
No log	5.1613	160	1.5455	0.1760	1.5455	1.2432
No log	5.2258	162	1.5593	0.1961	1.5593	1.2487
No log	5.2903	164	1.4780	0.2617	1.4780	1.2157
No log	5.3548	166	1.3839	0.1795	1.3839	1.1764
No log	5.4194	168	1.3007	0.2090	1.3007	1.1405
No log	5.4839	170	1.2527	0.2143	1.2527	1.1193
No log	5.5484	172	1.2017	0.2050	1.2017	1.0962
No log	5.6129	174	1.2051	0.2050	1.2051	1.0978
No log	5.6774	176	1.2630	0.2417	1.2630	1.1238
No log	5.7419	178	1.4253	0.1851	1.4253	1.1939
No log	5.8065	180	1.5580	0.2798	1.5580	1.2482
No log	5.8710	182	1.4957	0.2387	1.4957	1.2230
No log	5.9355	184	1.3291	0.2322	1.3291	1.1529
No log	6.0	186	1.3475	0.1914	1.3475	1.1608
No log	6.0645	188	1.5031	0.2545	1.5031	1.2260
No log	6.1290	190	1.7927	0.1785	1.7927	1.3389
No log	6.1935	192	1.7838	0.1785	1.7838	1.3356
No log	6.2581	194	1.7240	0.1814	1.7240	1.3130
No log	6.3226	196	1.7054	0.1814	1.7054	1.3059
No log	6.3871	198	1.7080	0.2017	1.7080	1.3069
No log	6.4516	200	1.6943	0.1814	1.6943	1.3016
No log	6.5161	202	1.5417	0.1667	1.5417	1.2417
No log	6.5806	204	1.4930	0.2685	1.4930	1.2219
No log	6.6452	206	1.6565	0.1484	1.6565	1.2871
No log	6.7097	208	1.7238	0.1432	1.7238	1.3129
No log	6.7742	210	1.6389	0.1260	1.6389	1.2802
No log	6.8387	212	1.4897	0.2659	1.4897	1.2205
No log	6.9032	214	1.3199	0.2837	1.3199	1.1489
No log	6.9677	216	1.3519	0.2978	1.3519	1.1627
No log	7.0323	218	1.6012	0.1499	1.6012	1.2654
No log	7.0968	220	1.9507	0.1814	1.9507	1.3967
No log	7.1613	222	2.0639	0.1723	2.0639	1.4366
No log	7.2258	224	1.8936	0.1909	1.8936	1.3761
No log	7.2903	226	1.5769	0.2071	1.5769	1.2557
No log	7.3548	228	1.3467	0.1345	1.3467	1.1605
No log	7.4194	230	1.2812	0.2195	1.2812	1.1319
No log	7.4839	232	1.3177	0.1997	1.3177	1.1479
No log	7.5484	234	1.3896	0.2115	1.3896	1.1788
No log	7.6129	236	1.6398	0.2261	1.6398	1.2805
No log	7.6774	238	1.8813	0.1656	1.8813	1.3716
No log	7.7419	240	1.9281	0.1690	1.9281	1.3886
No log	7.8065	242	1.8137	0.1785	1.8137	1.3467
No log	7.8710	244	1.6372	0.2366	1.6372	1.2796
No log	7.9355	246	1.4613	0.2589	1.4613	1.2088
No log	8.0	248	1.3458	0.2348	1.3458	1.1601
No log	8.0645	250	1.3373	0.2348	1.3373	1.1564
No log	8.1290	252	1.4349	0.2371	1.4349	1.1979
No log	8.1935	254	1.5820	0.3060	1.5820	1.2578
No log	8.2581	256	1.5884	0.3043	1.5884	1.2603
No log	8.3226	258	1.4025	0.2534	1.4025	1.1843
No log	8.3871	260	1.2662	0.1952	1.2662	1.1253
No log	8.4516	262	1.2442	0.1952	1.2442	1.1154
No log	8.5161	264	1.2626	0.1795	1.2626	1.1237
No log	8.5806	266	1.2820	0.0961	1.2820	1.1322
No log	8.6452	268	1.3640	0.1980	1.3640	1.1679
No log	8.7097	270	1.4555	0.1843	1.4555	1.2064
No log	8.7742	272	1.3906	0.2239	1.3906	1.1792
No log	8.8387	274	1.2734	0.1596	1.2734	1.1284
No log	8.9032	276	1.2428	0.1148	1.2428	1.1148
No log	8.9677	278	1.2705	0.1846	1.2705	1.1272
No log	9.0323	280	1.2926	0.2184	1.2926	1.1369
No log	9.0968	282	1.3133	0.2301	1.3133	1.1460
No log	9.1613	284	1.2955	0.2593	1.2955	1.1382
No log	9.2258	286	1.4569	0.2051	1.4569	1.2070
No log	9.2903	288	1.7868	0.2197	1.7868	1.3367
No log	9.3548	290	1.7337	0.2444	1.7337	1.3167
No log	9.4194	292	1.4589	0.2163	1.4589	1.2079
No log	9.4839	294	1.2884	0.2574	1.2884	1.1351
No log	9.5484	296	1.2839	0.2475	1.2839	1.1331
No log	9.6129	298	1.3979	0.2201	1.3979	1.1823
No log	9.6774	300	1.3974	0.2201	1.3974	1.1821
No log	9.7419	302	1.3651	0.2301	1.3651	1.1684
No log	9.8065	304	1.2882	0.1898	1.2882	1.1350
No log	9.8710	306	1.2075	0.2586	1.2075	1.0989
No log	9.9355	308	1.2354	0.3117	1.2354	1.1115
No log	10.0	310	1.3849	0.2868	1.3849	1.1768
No log	10.0645	312	1.7540	0.2493	1.7540	1.3244
No log	10.1290	314	1.8963	0.2001	1.8963	1.3771
No log	10.1935	316	1.7224	0.2843	1.7224	1.3124
No log	10.2581	318	1.5259	0.2759	1.5259	1.2353
No log	10.3226	320	1.3944	0.2343	1.3944	1.1808
No log	10.3871	322	1.4168	0.2343	1.4168	1.1903
No log	10.4516	324	1.5885	0.2644	1.5885	1.2604
No log	10.5161	326	1.6715	0.2535	1.6715	1.2928
No log	10.5806	328	1.5876	0.2644	1.5876	1.2600
No log	10.6452	330	1.4075	0.1568	1.4075	1.1864
No log	10.7097	332	1.2736	0.1944	1.2736	1.1285
No log	10.7742	334	1.2541	0.2348	1.2541	1.1199
No log	10.8387	336	1.3190	0.2080	1.3190	1.1485
No log	10.9032	338	1.3986	0.1928	1.3986	1.1826
No log	10.9677	340	1.4405	0.2444	1.4405	1.2002
No log	11.0323	342	1.4121	0.1928	1.4121	1.1883
No log	11.0968	344	1.2969	0.1795	1.2969	1.1388
No log	11.1613	346	1.2670	0.2387	1.2670	1.1256
No log	11.2258	348	1.3378	0.1795	1.3378	1.1566
No log	11.2903	350	1.4627	0.2090	1.4627	1.2094
No log	11.3548	352	1.5121	0.2197	1.5121	1.2297
No log	11.4194	354	1.5399	0.2162	1.5399	1.2409
No log	11.4839	356	1.4573	0.2191	1.4573	1.2072
No log	11.5484	358	1.3366	0.1753	1.3366	1.1561
No log	11.6129	360	1.1957	0.1658	1.1957	1.0935
No log	11.6774	362	1.1588	0.1180	1.1588	1.0765
No log	11.7419	364	1.1981	0.1755	1.1981	1.0946
No log	11.8065	366	1.3553	0.1608	1.3553	1.1642
No log	11.8710	368	1.5638	0.2644	1.5638	1.2505
No log	11.9355	370	1.6605	0.3098	1.6605	1.2886
No log	12.0	372	1.5666	0.3081	1.5666	1.2516
No log	12.0645	374	1.3607	0.3442	1.3607	1.1665
No log	12.1290	376	1.2067	0.2326	1.2067	1.0985
No log	12.1935	378	1.1883	0.2273	1.1883	1.0901
No log	12.2581	380	1.2823	0.3210	1.2823	1.1324
No log	12.3226	382	1.4264	0.2989	1.4264	1.1943
No log	12.3871	384	1.5180	0.2878	1.5180	1.2321
No log	12.4516	386	1.5168	0.2644	1.5168	1.2316
No log	12.5161	388	1.5104	0.2644	1.5104	1.2290
No log	12.5806	390	1.3833	0.2618	1.3833	1.1761
No log	12.6452	392	1.2420	0.3800	1.2420	1.1144
No log	12.7097	394	1.2158	0.3192	1.2158	1.1026
No log	12.7742	396	1.2678	0.2864	1.2678	1.1260
No log	12.8387	398	1.3388	0.3277	1.3388	1.1571
No log	12.9032	400	1.4882	0.2857	1.4882	1.2199
No log	12.9677	402	1.6493	0.2938	1.6493	1.2843
No log	13.0323	404	1.6351	0.2938	1.6351	1.2787
No log	13.0968	406	1.4649	0.2444	1.4649	1.2103
No log	13.1613	408	1.2525	0.2387	1.2525	1.1192
No log	13.2258	410	1.1523	0.1961	1.1523	1.0735
No log	13.2903	412	1.1130	0.1278	1.1130	1.0550
No log	13.3548	414	1.1665	0.1961	1.1665	1.0801
No log	13.4194	416	1.3594	0.2676	1.3594	1.1659
No log	13.4839	418	1.6595	0.2408	1.6595	1.2882
No log	13.5484	420	1.8369	0.2128	1.8369	1.3553
No log	13.6129	422	1.8517	0.1845	1.8517	1.3608
No log	13.6774	424	1.7211	0.2486	1.7211	1.3119
No log	13.7419	426	1.5275	0.2985	1.5275	1.2359
No log	13.8065	428	1.3904	0.2212	1.3904	1.1792
No log	13.8710	430	1.3359	0.2348	1.3359	1.1558
No log	13.9355	432	1.2898	0.1840	1.2898	1.1357
No log	14.0	434	1.2898	0.1840	1.2898	1.1357
No log	14.0645	436	1.2822	0.1840	1.2822	1.1324
No log	14.1290	438	1.2489	0.1889	1.2489	1.1175
No log	14.1935	440	1.2529	0.3113	1.2529	1.1193
No log	14.2581	442	1.2598	0.2833	1.2598	1.1224
No log	14.3226	444	1.2345	0.3372	1.2345	1.1111
No log	14.3871	446	1.3279	0.2647	1.3279	1.1523
No log	14.4516	448	1.4988	0.2407	1.4988	1.2243
No log	14.5161	450	1.5780	0.2138	1.5780	1.2562
No log	14.5806	452	1.7142	0.2344	1.7142	1.3093
No log	14.6452	454	1.7668	0.2344	1.7668	1.3292
No log	14.7097	456	1.6832	0.2486	1.6832	1.2974
No log	14.7742	458	1.5215	0.2323	1.5215	1.2335
No log	14.8387	460	1.3503	0.2275	1.3503	1.1620
No log	14.9032	462	1.2394	0.1842	1.2394	1.1133
No log	14.9677	464	1.2454	0.1842	1.2454	1.1160
No log	15.0323	466	1.2977	0.1379	1.2977	1.1392
No log	15.0968	468	1.3820	0.1371	1.3820	1.1756
No log	15.1613	470	1.4436	0.1580	1.4436	1.2015
No log	15.2258	472	1.4803	0.2536	1.4803	1.2167
No log	15.2903	474	1.3981	0.2506	1.3981	1.1824
No log	15.3548	476	1.2531	0.1889	1.2531	1.1194
No log	15.4194	478	1.1958	0.2633	1.1958	1.0935
No log	15.4839	480	1.2136	0.2424	1.2136	1.1017
No log	15.5484	482	1.2427	0.2424	1.2427	1.1148
No log	15.6129	484	1.2943	0.2354	1.2943	1.1377
No log	15.6774	486	1.3965	0.2506	1.3965	1.1818
No log	15.7419	488	1.4161	0.2506	1.4161	1.1900
No log	15.8065	490	1.3498	0.2825	1.3498	1.1618
No log	15.8710	492	1.2840	0.2817	1.2840	1.1331
No log	15.9355	494	1.2530	0.2037	1.2530	1.1194
No log	16.0	496	1.2090	0.2184	1.2090	1.0996
No log	16.0645	498	1.2008	0.2602	1.2008	1.0958
0.3369	16.1290	500	1.2285	0.2122	1.2285	1.1084
0.3369	16.1935	502	1.2851	0.1979	1.2851	1.1336
0.3369	16.2581	504	1.3600	0.3302	1.3600	1.1662
0.3369	16.3226	506	1.3290	0.2863	1.3290	1.1528
0.3369	16.3871	508	1.2752	0.2337	1.2752	1.1293
0.3369	16.4516	510	1.3157	0.3935	1.3157	1.1470
0.3369	16.5161	512	1.4094	0.3521	1.4094	1.1872
0.3369	16.5806	514	1.4428	0.3642	1.4428	1.2012
0.3369	16.6452	516	1.3348	0.3856	1.3348	1.1554
0.3369	16.7097	518	1.2463	0.3570	1.2463	1.1164
0.3369	16.7742	520	1.1476	0.2681	1.1476	1.0713
0.3369	16.8387	522	1.1584	0.2681	1.1584	1.0763
0.3369	16.9032	524	1.2044	0.2663	1.2044	1.0975
0.3369	16.9677	526	1.3193	0.3222	1.3193	1.1486
0.3369	17.0323	528	1.4375	0.3217	1.4375	1.1990
0.3369	17.0968	530	1.4073	0.3217	1.4073	1.1863
0.3369	17.1613	532	1.3637	0.2740	1.3637	1.1678
0.3369	17.2258	534	1.2868	0.1552	1.2868	1.1344
0.3369	17.2903	536	1.2228	0.2291	1.2228	1.1058
0.3369	17.3548	538	1.1748	0.25	1.1748	1.0839
0.3369	17.4194	540	1.2055	0.2837	1.2055	1.0980
0.3369	17.4839	542	1.2940	0.2747	1.2940	1.1375
0.3369	17.5484	544	1.5180	0.3026	1.5180	1.2321
0.3369	17.6129	546	1.6668	0.2823	1.6668	1.2910
0.3369	17.6774	548	1.6499	0.2823	1.6499	1.2845
0.3369	17.7419	550	1.4482	0.3642	1.4482	1.2034
0.3369	17.8065	552	1.2256	0.2721	1.2256	1.1071
0.3369	17.8710	554	1.1726	0.2772	1.1726	1.0829
0.3369	17.9355	556	1.1848	0.2772	1.1848	1.0885
0.3369	18.0	558	1.2697	0.3631	1.2697	1.1268
0.3369	18.0645	560	1.3892	0.3642	1.3892	1.1786
0.3369	18.1290	562	1.3878	0.3642	1.3878	1.1780
0.3369	18.1935	564	1.3865	0.3939	1.3865	1.1775
0.3369	18.2581	566	1.3663	0.3851	1.3663	1.1689
0.3369	18.3226	568	1.3132	0.3442	1.3132	1.1460
0.3369	18.3871	570	1.2023	0.2542	1.2023	1.0965
0.3369	18.4516	572	1.1646	0.2552	1.1646	1.0792
0.3369	18.5161	574	1.1927	0.2439	1.1927	1.0921
0.3369	18.5806	576	1.2458	0.2184	1.2458	1.1161
0.3369	18.6452	578	1.3653	0.2105	1.3653	1.1685
0.3369	18.7097	580	1.4428	0.2536	1.4428	1.2011
0.3369	18.7742	582	1.4381	0.2564	1.4381	1.1992
0.3369	18.8387	584	1.3642	0.3047	1.3642	1.1680
0.3369	18.9032	586	1.2837	0.2602	1.2837	1.1330
0.3369	18.9677	588	1.2308	0.2402	1.2308	1.1094
0.3369	19.0323	590	1.1907	0.1480	1.1907	1.0912
0.3369	19.0968	592	1.1988	0.1842	1.1988	1.0949
0.3369	19.1613	594	1.2173	0.1894	1.2173	1.1033
0.3369	19.2258	596	1.2300	0.2195	1.2300	1.1090
0.3369	19.2903	598	1.2266	0.2195	1.2266	1.1075
0.3369	19.3548	600	1.2163	0.2195	1.2163	1.1029
0.3369	19.4194	602	1.1775	0.1637	1.1775	1.0851
0.3369	19.4839	604	1.1803	0.1795	1.1803	1.0864
0.3369	19.5484	606	1.2020	0.2195	1.2020	1.0964
0.3369	19.6129	608	1.2600	0.1439	1.2600	1.1225
0.3369	19.6774	610	1.3489	0.1254	1.3489	1.1614
0.3369	19.7419	612	1.3807	0.2377	1.3807	1.1751
0.3369	19.8065	614	1.3252	0.2112	1.3252	1.1512
0.3369	19.8710	616	1.2334	0.2317	1.2334	1.1106
0.3369	19.9355	618	1.1827	0.2665	1.1827	1.0875
0.3369	20.0	620	1.1668	0.2387	1.1668	1.0802
0.3369	20.0645	622	1.1861	0.2665	1.1861	1.0891
0.3369	20.1290	624	1.2469	0.2354	1.2469	1.1166
0.3369	20.1935	626	1.2724	0.1980	1.2724	1.1280
0.3369	20.2581	628	1.2238	0.2238	1.2238	1.1063
0.3369	20.3226	630	1.1934	0.2238	1.1934	1.0924
0.3369	20.3871	632	1.1510	0.2250	1.1510	1.0728
0.3369	20.4516	634	1.1161	0.1541	1.1161	1.0565
0.3369	20.5161	636	1.1051	0.1701	1.1051	1.0512
0.3369	20.5806	638	1.1025	0.1701	1.1025	1.0500
0.3369	20.6452	640	1.1177	0.2263	1.1177	1.0572
0.3369	20.7097	642	1.1703	0.2348	1.1703	1.0818
0.3369	20.7742	644	1.2552	0.1935	1.2552	1.1204
0.3369	20.8387	646	1.2917	0.2071	1.2917	1.1365
0.3369	20.9032	648	1.2811	0.1439	1.2811	1.1319
0.3369	20.9677	650	1.2516	0.1439	1.2516	1.1187
0.3369	21.0323	652	1.2430	0.2445	1.2430	1.1149
0.3369	21.0968	654	1.2507	0.3574	1.2507	1.1183
0.3369	21.1613	656	1.2627	0.3171	1.2627	1.1237
0.3369	21.2258	658	1.1916	0.3590	1.1916	1.0916
0.3369	21.2903	660	1.1070	0.2535	1.1070	1.0521
0.3369	21.3548	662	1.0505	0.2363	1.0505	1.0249
0.3369	21.4194	664	1.0378	0.1701	1.0378	1.0187
0.3369	21.4839	666	1.0546	0.1801	1.0546	1.0269
0.3369	21.5484	668	1.1066	0.25	1.1066	1.0519
0.3369	21.6129	670	1.2099	0.2647	1.2099	1.1000
0.3369	21.6774	672	1.3705	0.2966	1.3705	1.1707
0.3369	21.7419	674	1.4185	0.3201	1.4185	1.1910
0.3369	21.8065	676	1.3650	0.3201	1.3650	1.1683
0.3369	21.8710	678	1.2121	0.3113	1.2121	1.1010
0.3369	21.9355	680	1.1220	0.2696	1.1220	1.0592
0.3369	22.0	682	1.1016	0.3024	1.1016	1.0496
0.3369	22.0645	684	1.0802	0.3158	1.0802	1.0393
0.3369	22.1290	686	1.1512	0.3347	1.1512	1.0729
0.3369	22.1935	688	1.3097	0.3845	1.3097	1.1444
0.3369	22.2581	690	1.4280	0.3510	1.4280	1.1950
0.3369	22.3226	692	1.4360	0.3510	1.4360	1.1983
0.3369	22.3871	694	1.4496	0.3510	1.4496	1.2040
0.3369	22.4516	696	1.3862	0.3086	1.3862	1.1774
0.3369	22.5161	698	1.2853	0.2489	1.2853	1.1337
0.3369	22.5806	700	1.2359	0.2503	1.2359	1.1117
0.3369	22.6452	702	1.1686	0.2586	1.1686	1.0810
0.3369	22.7097	704	1.1381	0.2263	1.1381	1.0668
0.3369	22.7742	706	1.1546	0.2263	1.1546	1.0745
0.3369	22.8387	708	1.2124	0.2207	1.2124	1.1011
0.3369	22.9032	710	1.3007	0.1935	1.3007	1.1405
0.3369	22.9677	712	1.3737	0.1604	1.3737	1.1721
0.3369	23.0323	714	1.4093	0.1552	1.4093	1.1872
0.3369	23.0968	716	1.3618	0.1379	1.3618	1.1670
0.3369	23.1613	718	1.2816	0.0721	1.2816	1.1321

Framework versions

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