ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task5_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: 1.1233
• Qwk: 0.0888
• Mse: 1.1233
• Rmse: 1.0599

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	4.2210	-0.0230	4.2210	2.0545
No log	0.1290	4	2.7231	-0.0397	2.7231	1.6502
No log	0.1935	6	2.2480	-0.0189	2.2480	1.4993
No log	0.2581	8	1.6561	-0.0144	1.6561	1.2869
No log	0.3226	10	1.4944	0.0	1.4944	1.2225
No log	0.3871	12	1.3455	0.0	1.3455	1.1600
No log	0.4516	14	1.1805	0.2260	1.1805	1.0865
No log	0.5161	16	1.1394	0.2376	1.1394	1.0674
No log	0.5806	18	1.2602	0.0704	1.2602	1.1226
No log	0.6452	20	1.4082	0.0775	1.4082	1.1867
No log	0.7097	22	1.4930	0.0827	1.4930	1.2219
No log	0.7742	24	1.2513	0.1750	1.2513	1.1186
No log	0.8387	26	1.0086	0.2473	1.0086	1.0043
No log	0.9032	28	1.0869	0.2441	1.0869	1.0426
No log	0.9677	30	1.1338	0.1671	1.1338	1.0648
No log	1.0323	32	1.1088	0.2541	1.1088	1.0530
No log	1.0968	34	1.0692	0.1561	1.0692	1.0340
No log	1.1613	36	1.0331	0.1837	1.0331	1.0164
No log	1.2258	38	1.0105	0.2619	1.0105	1.0052
No log	1.2903	40	1.0009	0.2473	1.0009	1.0004
No log	1.3548	42	1.0070	0.2288	1.0070	1.0035
No log	1.4194	44	1.0316	0.1671	1.0316	1.0157
No log	1.4839	46	1.0027	0.2161	1.0027	1.0014
No log	1.5484	48	0.9805	0.3071	0.9805	0.9902
No log	1.6129	50	0.9788	0.2935	0.9788	0.9893
No log	1.6774	52	0.9671	0.2515	0.9671	0.9834
No log	1.7419	54	1.0036	0.2897	1.0036	1.0018
No log	1.8065	56	1.0507	0.2667	1.0507	1.0250
No log	1.8710	58	1.0883	0.2692	1.0883	1.0432
No log	1.9355	60	1.0889	0.2366	1.0889	1.0435
No log	2.0	62	1.0779	0.2711	1.0779	1.0382
No log	2.0645	64	1.0383	0.3396	1.0383	1.0190
No log	2.1290	66	0.9608	0.2764	0.9608	0.9802
No log	2.1935	68	1.0137	0.1418	1.0137	1.0068
No log	2.2581	70	1.0547	0.1233	1.0547	1.0270
No log	2.3226	72	1.0766	0.1233	1.0766	1.0376
No log	2.3871	74	1.0519	0.1233	1.0519	1.0256
No log	2.4516	76	0.9308	0.1011	0.9308	0.9648
No log	2.5161	78	0.9179	0.2077	0.9179	0.9581
No log	2.5806	80	1.0678	0.1233	1.0678	1.0333
No log	2.6452	82	1.1383	0.1598	1.1383	1.0669
No log	2.7097	84	1.2464	0.0841	1.2464	1.1164
No log	2.7742	86	1.2124	0.2704	1.2124	1.1011
No log	2.8387	88	0.9649	0.2651	0.9649	0.9823
No log	2.9032	90	0.8996	0.2965	0.8996	0.9485
No log	2.9677	92	0.9151	0.3214	0.9151	0.9566
No log	3.0323	94	1.1020	0.275	1.1020	1.0498
No log	3.0968	96	1.3783	0.3199	1.3783	1.1740
No log	3.1613	98	1.3170	0.2640	1.3170	1.1476
No log	3.2258	100	1.0285	0.2981	1.0285	1.0142
No log	3.2903	102	0.9190	0.2698	0.9190	0.9587
No log	3.3548	104	0.9851	0.2037	0.9851	0.9925
No log	3.4194	106	1.2862	0.3346	1.2862	1.1341
No log	3.4839	108	1.5374	0.2431	1.5374	1.2399
No log	3.5484	110	1.6260	0.1752	1.6260	1.2752
No log	3.6129	112	1.4729	0.2290	1.4729	1.2136
No log	3.6774	114	1.1948	0.3280	1.1948	1.0931
No log	3.7419	116	1.0826	0.2417	1.0826	1.0405
No log	3.8065	118	1.1096	0.2227	1.1096	1.0534
No log	3.8710	120	1.1564	0.1316	1.1564	1.0753
No log	3.9355	122	1.2574	0.1654	1.2574	1.1213
No log	4.0	124	1.3375	0.2730	1.3375	1.1565
No log	4.0645	126	1.3124	0.3261	1.3124	1.1456
No log	4.1290	128	1.3516	0.3291	1.3516	1.1626
No log	4.1935	130	1.4789	0.3037	1.4789	1.2161
No log	4.2581	132	1.5315	0.2672	1.5315	1.2375
No log	4.3226	134	1.5040	0.2730	1.5040	1.2264
No log	4.3871	136	1.3593	0.2284	1.3593	1.1659
No log	4.4516	138	1.1393	0.1203	1.1393	1.0674
No log	4.5161	140	0.9946	0.1629	0.9946	0.9973
No log	4.5806	142	0.9747	0.2035	0.9747	0.9873
No log	4.6452	144	1.0511	0.1954	1.0511	1.0253
No log	4.7097	146	1.1109	0.1998	1.1109	1.0540
No log	4.7742	148	1.1773	0.0888	1.1773	1.0850
No log	4.8387	150	1.1281	0.0888	1.1281	1.0621
No log	4.9032	152	1.1800	0.2284	1.1800	1.0863
No log	4.9677	154	1.3360	0.3107	1.3360	1.1558
No log	5.0323	156	1.4609	0.3172	1.4609	1.2087
No log	5.0968	158	1.5758	0.2809	1.5758	1.2553
No log	5.1613	160	1.5230	0.2771	1.5230	1.2341
No log	5.2258	162	1.3077	0.3231	1.3077	1.1435
No log	5.2903	164	1.1757	0.2964	1.1757	1.0843
No log	5.3548	166	1.2147	0.3231	1.2147	1.1021
No log	5.4194	168	1.3710	0.3261	1.3710	1.1709
No log	5.4839	170	1.5651	0.2474	1.5651	1.2510
No log	5.5484	172	1.4760	0.3135	1.4760	1.2149
No log	5.6129	174	1.3503	0.3199	1.3503	1.1620
No log	5.6774	176	1.3637	0.2926	1.3637	1.1678
No log	5.7419	178	1.2812	0.2341	1.2812	1.1319
No log	5.8065	180	1.2135	0.2167	1.2135	1.1016
No log	5.8710	182	1.1897	0.2341	1.1897	1.0907
No log	5.9355	184	1.3070	0.3711	1.3070	1.1432
No log	6.0	186	1.3460	0.3511	1.3460	1.1602
No log	6.0645	188	1.2727	0.3711	1.2727	1.1281
No log	6.1290	190	1.1468	0.3936	1.1468	1.0709
No log	6.1935	192	1.0621	0.3686	1.0621	1.0306
No log	6.2581	194	1.1865	0.3584	1.1865	1.0893
No log	6.3226	196	1.2120	0.3831	1.2120	1.1009
No log	6.3871	198	1.2548	0.3511	1.2548	1.1202
No log	6.4516	200	1.1110	0.3056	1.1110	1.0541
No log	6.5161	202	0.9266	0.2535	0.9266	0.9626
No log	6.5806	204	0.9481	0.2149	0.9481	0.9737
No log	6.6452	206	1.0523	0.1842	1.0523	1.0258
No log	6.7097	208	1.1957	0.3199	1.1957	1.0935
No log	6.7742	210	1.1550	0.3199	1.1550	1.0747
No log	6.8387	212	1.0697	0.3686	1.0697	1.0343
No log	6.9032	214	1.2221	0.3831	1.2221	1.1055
No log	6.9677	216	1.4157	0.3202	1.4157	1.1898
No log	7.0323	218	1.4133	0.3202	1.4133	1.1888
No log	7.0968	220	1.1849	0.3813	1.1849	1.0885
No log	7.1613	222	1.1407	0.3936	1.1407	1.0680
No log	7.2258	224	1.2542	0.3534	1.2542	1.1199
No log	7.2903	226	1.3679	0.2227	1.3679	1.1696
No log	7.3548	228	1.3993	0.2167	1.3993	1.1829
No log	7.4194	230	1.2958	0.2885	1.2958	1.1383
No log	7.4839	232	1.2167	0.2885	1.2167	1.1031
No log	7.5484	234	1.2490	0.3199	1.2490	1.1176
No log	7.6129	236	1.2073	0.3711	1.2073	1.0988
No log	7.6774	238	1.1457	0.3813	1.1457	1.0704
No log	7.7419	240	1.0442	0.3424	1.0442	1.0219
No log	7.8065	242	1.0746	0.3813	1.0746	1.0366
No log	7.8710	244	1.2665	0.3511	1.2665	1.1254
No log	7.9355	246	1.4638	0.2806	1.4638	1.2099
No log	8.0	248	1.5119	0.2806	1.5119	1.2296
No log	8.0645	250	1.3510	0.2924	1.3510	1.1623
No log	8.1290	252	1.1715	0.3607	1.1715	1.0824
No log	8.1935	254	1.0548	0.2105	1.0548	1.0270
No log	8.2581	256	1.1019	0.2105	1.1019	1.0497
No log	8.3226	258	1.2021	0.2341	1.2021	1.0964
No log	8.3871	260	1.3009	0.3460	1.3009	1.1406
No log	8.4516	262	1.3706	0.2924	1.3706	1.1707
No log	8.5161	264	1.4296	0.2845	1.4296	1.1956
No log	8.5806	266	1.3543	0.2915	1.3543	1.1637
No log	8.6452	268	1.2340	0.1886	1.2340	1.1109
No log	8.7097	270	1.1534	0.0888	1.1534	1.0740
No log	8.7742	272	1.1744	0.0445	1.1744	1.0837
No log	8.8387	274	1.2398	0.0833	1.2398	1.1135
No log	8.9032	276	1.2216	0.1697	1.2216	1.1053
No log	8.9677	278	1.2324	0.2027	1.2324	1.1101
No log	9.0323	280	1.3474	0.2877	1.3474	1.1608
No log	9.0968	282	1.4179	0.2832	1.4179	1.1908
No log	9.1613	284	1.4169	0.2832	1.4169	1.1903
No log	9.2258	286	1.4248	0.2437	1.4248	1.1937
No log	9.2903	288	1.3343	0.3511	1.3343	1.1551
No log	9.3548	290	1.1567	0.2640	1.1567	1.0755
No log	9.4194	292	1.0810	0.2564	1.0810	1.0397
No log	9.4839	294	1.1364	0.3018	1.1364	1.0660
No log	9.5484	296	1.3064	0.3511	1.3064	1.1430
No log	9.6129	298	1.4457	0.2437	1.4457	1.2024
No log	9.6774	300	1.4136	0.2832	1.4136	1.1889
No log	9.7419	302	1.2680	0.3336	1.2680	1.1260
No log	9.8065	304	1.1904	0.2885	1.1904	1.0911
No log	9.8710	306	1.1547	0.1886	1.1547	1.0746
No log	9.9355	308	1.1007	0.0888	1.1007	1.0491
No log	10.0	310	1.1109	0.0888	1.1109	1.0540
No log	10.0645	312	1.1249	0.0445	1.1249	1.0606
No log	10.1290	314	1.1375	0.0445	1.1375	1.0665
No log	10.1935	316	1.1410	0.0888	1.1410	1.0682
No log	10.2581	318	1.1961	0.2284	1.1961	1.0937
No log	10.3226	320	1.1800	0.2592	1.1800	1.0863
No log	10.3871	322	1.1810	0.2592	1.1810	1.0867
No log	10.4516	324	1.2721	0.3107	1.2721	1.1279
No log	10.5161	326	1.2755	0.3107	1.2755	1.1294
No log	10.5806	328	1.1716	0.3460	1.1716	1.0824
No log	10.6452	330	0.9602	0.2704	0.9602	0.9799
No log	10.7097	332	0.9086	0.2773	0.9086	0.9532
No log	10.7742	334	1.0074	0.2528	1.0074	1.0037
No log	10.8387	336	1.1184	0.3199	1.1184	1.0576
No log	10.9032	338	1.1520	0.3199	1.1520	1.0733
No log	10.9677	340	1.1501	0.2686	1.1501	1.0724
No log	11.0323	342	1.2270	0.3261	1.2270	1.1077
No log	11.0968	344	1.3458	0.2391	1.3458	1.1601
No log	11.1613	346	1.4840	0.2525	1.4840	1.2182
No log	11.2258	348	1.4942	0.2566	1.4942	1.2224
No log	11.2903	350	1.4192	0.2482	1.4192	1.1913
No log	11.3548	352	1.2833	0.1562	1.2833	1.1328
No log	11.4194	354	1.2275	0.1228	1.2275	1.1079
No log	11.4839	356	1.2505	0.1562	1.2505	1.1183
No log	11.5484	358	1.3291	0.2126	1.3291	1.1529
No log	11.6129	360	1.3798	0.2126	1.3798	1.1747
No log	11.6774	362	1.4305	0.2292	1.4305	1.1960
No log	11.7419	364	1.3608	0.2239	1.3608	1.1665
No log	11.8065	366	1.2712	0.1562	1.2712	1.1275
No log	11.8710	368	1.2402	0.1562	1.2402	1.1136
No log	11.9355	370	1.2902	0.1562	1.2902	1.1359
No log	12.0	372	1.2758	0.1562	1.2758	1.1295
No log	12.0645	374	1.2258	0.1228	1.2258	1.1071
No log	12.1290	376	1.2053	0.1228	1.2053	1.0979
No log	12.1935	378	1.2069	0.1228	1.2069	1.0986
No log	12.2581	380	1.2051	0.1952	1.2051	1.0978
No log	12.3226	382	1.1949	0.2260	1.1949	1.0931
No log	12.3871	384	1.2250	0.2260	1.2250	1.1068
No log	12.4516	386	1.3114	0.2709	1.3114	1.1452
No log	12.5161	388	1.3262	0.2709	1.3262	1.1516
No log	12.5806	390	1.3562	0.2568	1.3562	1.1646
No log	12.6452	392	1.3528	0.2915	1.3528	1.1631
No log	12.7097	394	1.3198	0.2417	1.3198	1.1488
No log	12.7742	396	1.3089	0.2417	1.3089	1.1441
No log	12.8387	398	1.2894	0.2417	1.2894	1.1355
No log	12.9032	400	1.3647	0.2417	1.3647	1.1682
No log	12.9677	402	1.3511	0.2417	1.3511	1.1624
No log	13.0323	404	1.2692	0.1697	1.2692	1.1266
No log	13.0968	406	1.2890	0.1697	1.2890	1.1353
No log	13.1613	408	1.3509	0.1697	1.3509	1.1623
No log	13.2258	410	1.3893	0.2015	1.3893	1.1787
No log	13.2903	412	1.4791	0.3107	1.4791	1.2162
No log	13.3548	414	1.4969	0.3172	1.4969	1.2235
No log	13.4194	416	1.5211	0.2653	1.5211	1.2333
No log	13.4839	418	1.4734	0.2832	1.4734	1.2138
No log	13.5484	420	1.3751	0.2506	1.3751	1.1727
No log	13.6129	422	1.3218	0.1952	1.3218	1.1497
No log	13.6774	424	1.3000	0.2341	1.3000	1.1402
No log	13.7419	426	1.3751	0.3072	1.3751	1.1727
No log	13.8065	428	1.4295	0.3365	1.4295	1.1956
No log	13.8710	430	1.4128	0.3072	1.4128	1.1886
No log	13.9355	432	1.3620	0.2506	1.3620	1.1670
No log	14.0	434	1.3206	0.2455	1.3206	1.1492
No log	14.0645	436	1.3474	0.1886	1.3474	1.1608
No log	14.1290	438	1.3547	0.1952	1.3547	1.1639
No log	14.1935	440	1.3621	0.2506	1.3621	1.1671
No log	14.2581	442	1.4025	0.2126	1.4025	1.1843
No log	14.3226	444	1.3900	0.2424	1.3900	1.1790
No log	14.3871	446	1.3266	0.3433	1.3266	1.1518
No log	14.4516	448	1.3628	0.3690	1.3628	1.1674
No log	14.5161	450	1.3928	0.3511	1.3928	1.1802
No log	14.5806	452	1.4217	0.2832	1.4217	1.1923
No log	14.6452	454	1.3510	0.1880	1.3510	1.1623
No log	14.7097	456	1.3557	0.1562	1.3557	1.1643
No log	14.7742	458	1.4289	0.2568	1.4289	1.1954
No log	14.8387	460	1.4198	0.1769	1.4198	1.1916
No log	14.9032	462	1.3325	0.2315	1.3325	1.1543
No log	14.9677	464	1.2347	0.2283	1.2347	1.1112
No log	15.0323	466	1.2265	0.2283	1.2265	1.1075
No log	15.0968	468	1.3193	0.3037	1.3193	1.1486
No log	15.1613	470	1.3910	0.3020	1.3910	1.1794
No log	15.2258	472	1.3402	0.3001	1.3402	1.1577
No log	15.2903	474	1.2389	0.2089	1.2389	1.1131
No log	15.3548	476	1.2158	0.1697	1.2158	1.1026
No log	15.4194	478	1.1797	0.1351	1.1797	1.0861
No log	15.4839	480	1.1024	0.1500	1.1024	1.0499
No log	15.5484	482	1.1131	0.1500	1.1131	1.0550
No log	15.6129	484	1.1696	0.2089	1.1696	1.0815
No log	15.6774	486	1.1801	0.2089	1.1801	1.0863
No log	15.7419	488	1.2288	0.2926	1.2288	1.1085
No log	15.8065	490	1.3359	0.2511	1.3359	1.1558
No log	15.8710	492	1.4023	0.2880	1.4023	1.1842
No log	15.9355	494	1.5047	0.2566	1.5047	1.2267
No log	16.0	496	1.4906	0.2437	1.4906	1.2209
No log	16.0645	498	1.4170	0.1228	1.4170	1.1904
0.2838	16.1290	500	1.3157	0.1228	1.3157	1.1470
0.2838	16.1935	502	1.2356	0.0510	1.2356	1.1116
0.2838	16.2581	504	1.1829	0.1351	1.1829	1.0876
0.2838	16.3226	506	1.2378	0.1288	1.2378	1.1126
0.2838	16.3871	508	1.3776	0.2424	1.3776	1.1737
0.2838	16.4516	510	1.5068	0.3052	1.5068	1.2275
0.2838	16.5161	512	1.5549	0.3117	1.5549	1.2470
0.2838	16.5806	514	1.5386	0.3148	1.5386	1.2404
0.2838	16.6452	516	1.5399	0.3148	1.5399	1.2409
0.2838	16.7097	518	1.5440	0.3148	1.5440	1.2426
0.2838	16.7742	520	1.4644	0.2522	1.4644	1.2101
0.2838	16.8387	522	1.3351	0.2239	1.3351	1.1555
0.2838	16.9032	524	1.2128	0.2027	1.2128	1.1013
0.2838	16.9677	526	1.1675	0.1351	1.1675	1.0805
0.2838	17.0323	528	1.1933	0.2027	1.1933	1.0924
0.2838	17.0968	530	1.2808	0.2341	1.2808	1.1317
0.2838	17.1613	532	1.3243	0.2446	1.3243	1.1508
0.2838	17.2258	534	1.2733	0.2341	1.2733	1.1284
0.2838	17.2903	536	1.2375	0.2341	1.2375	1.1124
0.2838	17.3548	538	1.2205	0.2341	1.2205	1.1048
0.2838	17.4194	540	1.2977	0.2640	1.2977	1.1392
0.2838	17.4839	542	1.4048	0.2795	1.4048	1.1852
0.2838	17.5484	544	1.4137	0.2424	1.4137	1.1890
0.2838	17.6129	546	1.3588	0.0878	1.3588	1.1657
0.2838	17.6774	548	1.2801	0.1288	1.2801	1.1314
0.2838	17.7419	550	1.2317	0.1697	1.2317	1.1098
0.2838	17.8065	552	1.2800	0.1697	1.2800	1.1314
0.2838	17.8710	554	1.3796	0.2126	1.3796	1.1746
0.2838	17.9355	556	1.4217	0.2239	1.4217	1.1923
0.2838	18.0	558	1.4175	0.2239	1.4175	1.1906
0.2838	18.0645	560	1.3599	0.2424	1.3599	1.1661
0.2838	18.1290	562	1.3474	0.2424	1.3474	1.1608
0.2838	18.1935	564	1.3143	0.2126	1.3143	1.1464
0.2838	18.2581	566	1.2618	0.1628	1.2618	1.1233
0.2838	18.3226	568	1.2327	0.1628	1.2327	1.1103
0.2838	18.3871	570	1.2241	0.2885	1.2241	1.1064
0.2838	18.4516	572	1.2382	0.3165	1.2382	1.1127
0.2838	18.5161	574	1.3137	0.3365	1.3137	1.1461
0.2838	18.5806	576	1.3927	0.2832	1.3927	1.1801
0.2838	18.6452	578	1.5176	0.2159	1.5176	1.2319
0.2838	18.7097	580	1.5352	0.2159	1.5352	1.2390
0.2838	18.7742	582	1.4647	0.2653	1.4647	1.2103
0.2838	18.8387	584	1.2968	0.3460	1.2968	1.1388
0.2838	18.9032	586	1.1265	0.2027	1.1265	1.0614
0.2838	18.9677	588	1.0691	0.2027	1.0691	1.0340
0.2838	19.0323	590	1.0904	0.1622	1.0904	1.0442
0.2838	19.0968	592	1.1594	0.1961	1.1594	1.0768
0.2838	19.1613	594	1.2782	0.1228	1.2782	1.1306
0.2838	19.2258	596	1.3938	0.2126	1.3938	1.1806
0.2838	19.2903	598	1.4334	0.2184	1.4334	1.1973
0.2838	19.3548	600	1.4037	0.2184	1.4037	1.1848
0.2838	19.4194	602	1.2968	0.2926	1.2968	1.1388
0.2838	19.4839	604	1.2230	0.2926	1.2230	1.1059
0.2838	19.5484	606	1.2121	0.2926	1.2121	1.1009
0.2838	19.6129	608	1.2719	0.2926	1.2719	1.1278
0.2838	19.6774	610	1.4114	0.2690	1.4114	1.1880
0.2838	19.7419	612	1.4930	0.2342	1.4930	1.2219
0.2838	19.8065	614	1.4679	0.3037	1.4679	1.2116
0.2838	19.8710	616	1.2809	0.3460	1.2809	1.1317
0.2838	19.9355	618	1.1442	0.2089	1.1442	1.0697
0.2838	20.0	620	1.1572	0.2089	1.1572	1.0758
0.2838	20.0645	622	1.2235	0.2926	1.2235	1.1061
0.2838	20.1290	624	1.2863	0.2555	1.2863	1.1342
0.2838	20.1935	626	1.3080	0.2555	1.3080	1.1437
0.2838	20.2581	628	1.2620	0.2015	1.2620	1.1234
0.2838	20.3226	630	1.2123	0.2027	1.2123	1.1010
0.2838	20.3871	632	1.2262	0.2027	1.2262	1.1073
0.2838	20.4516	634	1.3194	0.1952	1.3194	1.1487
0.2838	20.5161	636	1.3467	0.1562	1.3467	1.1605
0.2838	20.5806	638	1.3305	0.0878	1.3305	1.1535
0.2838	20.6452	640	1.2649	0.1265	1.2649	1.1247
0.2838	20.7097	642	1.2638	0.1265	1.2638	1.1242
0.2838	20.7742	644	1.3451	0.1562	1.3451	1.1598
0.2838	20.8387	646	1.4463	0.2126	1.4463	1.2026
0.2838	20.9032	648	1.4722	0.2004	1.4722	1.2133
0.2838	20.9677	650	1.5099	0.2342	1.5099	1.2288
0.2838	21.0323	652	1.5258	0.2342	1.5258	1.2352
0.2838	21.0968	654	1.4946	0.2417	1.4946	1.2225
0.2838	21.1613	656	1.4855	0.1703	1.4855	1.2188
0.2838	21.2258	658	1.5405	0.1703	1.5405	1.2412
0.2838	21.2903	660	1.5680	0.1533	1.5680	1.2522
0.2838	21.3548	662	1.5639	0.1943	1.5639	1.2506
0.2838	21.4194	664	1.4802	0.0510	1.4802	1.2166
0.2838	21.4839	666	1.4124	0.0401	1.4124	1.1884
0.2838	21.5484	668	1.3152	0.0401	1.3152	1.1468
0.2838	21.6129	670	1.2061	0.0445	1.2061	1.0982
0.2838	21.6774	672	1.1233	0.0888	1.1233	1.0599

Framework versions

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