ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k17_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: 1.0436
• Qwk: 0.6327
• Mse: 1.0436
• Rmse: 1.0215

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0303	2	2.4066	0.0274	2.4066	1.5513
No log	0.0606	4	1.5947	0.1321	1.5947	1.2628
No log	0.0909	6	1.4758	0.1051	1.4758	1.2148
No log	0.1212	8	1.5688	0.1310	1.5688	1.2525
No log	0.1515	10	1.8281	0.2989	1.8281	1.3521
No log	0.1818	12	1.9980	0.2545	1.9980	1.4135
No log	0.2121	14	1.9602	0.2614	1.9602	1.4001
No log	0.2424	16	1.6637	0.2125	1.6637	1.2899
No log	0.2727	18	1.6812	0.2574	1.6812	1.2966
No log	0.3030	20	1.6703	0.2606	1.6703	1.2924
No log	0.3333	22	1.6939	0.2785	1.6939	1.3015
No log	0.3636	24	1.4817	0.3054	1.4817	1.2173
No log	0.3939	26	1.2738	0.3409	1.2738	1.1286
No log	0.4242	28	1.3185	0.3139	1.3185	1.1483
No log	0.4545	30	1.5351	0.3145	1.5351	1.2390
No log	0.4848	32	1.6567	0.2731	1.6567	1.2871
No log	0.5152	34	1.6203	0.2735	1.6203	1.2729
No log	0.5455	36	1.5566	0.1901	1.5566	1.2476
No log	0.5758	38	1.7141	0.2857	1.7141	1.3092
No log	0.6061	40	1.6657	0.2366	1.6657	1.2906
No log	0.6364	42	1.5587	0.1449	1.5587	1.2485
No log	0.6667	44	1.5400	0.1191	1.5400	1.2410
No log	0.6970	46	1.5437	0.1445	1.5437	1.2424
No log	0.7273	48	1.5842	0.2178	1.5842	1.2586
No log	0.7576	50	1.6417	0.2652	1.6417	1.2813
No log	0.7879	52	1.6034	0.3504	1.6034	1.2662
No log	0.8182	54	1.5313	0.3977	1.5313	1.2374
No log	0.8485	56	1.6738	0.4583	1.6738	1.2937
No log	0.8788	58	2.1378	0.3268	2.1378	1.4621
No log	0.9091	60	1.9833	0.3721	1.9833	1.4083
No log	0.9394	62	1.5180	0.4602	1.5180	1.2321
No log	0.9697	64	1.6370	0.4570	1.6370	1.2795
No log	1.0	66	1.8200	0.4356	1.8200	1.3491
No log	1.0303	68	1.7320	0.4579	1.7320	1.3161
No log	1.0606	70	1.3640	0.4887	1.3640	1.1679
No log	1.0909	72	1.4280	0.5044	1.4280	1.1950
No log	1.1212	74	1.5068	0.5126	1.5068	1.2275
No log	1.1515	76	1.5370	0.5383	1.5370	1.2398
No log	1.1818	78	1.7418	0.4739	1.7418	1.3198
No log	1.2121	80	2.0404	0.4604	2.0404	1.4284
No log	1.2424	82	2.5647	0.4368	2.5647	1.6015
No log	1.2727	84	2.0235	0.4622	2.0235	1.4225
No log	1.3030	86	1.3508	0.5484	1.3508	1.1622
No log	1.3333	88	1.6219	0.5146	1.6219	1.2735
No log	1.3636	90	2.3841	0.4501	2.3841	1.5441
No log	1.3939	92	1.9903	0.4788	1.9903	1.4108
No log	1.4242	94	1.2909	0.5777	1.2909	1.1362
No log	1.4545	96	1.2980	0.5777	1.2980	1.1393
No log	1.4848	98	1.2780	0.5714	1.2780	1.1305
No log	1.5152	100	1.7597	0.4891	1.7597	1.3265
No log	1.5455	102	1.9057	0.4817	1.9057	1.3805
No log	1.5758	104	1.3073	0.5518	1.3073	1.1434
No log	1.6061	106	1.1832	0.5471	1.1832	1.0878
No log	1.6364	108	1.6721	0.5316	1.6721	1.2931
No log	1.6667	110	1.7442	0.5271	1.7442	1.3207
No log	1.6970	112	1.7155	0.5322	1.7155	1.3098
No log	1.7273	114	1.0653	0.6252	1.0653	1.0321
No log	1.7576	116	0.9416	0.6477	0.9416	0.9704
No log	1.7879	118	1.2564	0.5802	1.2564	1.1209
No log	1.8182	120	1.5964	0.5427	1.5964	1.2635
No log	1.8485	122	1.5727	0.5497	1.5727	1.2541
No log	1.8788	124	1.2319	0.5725	1.2319	1.1099
No log	1.9091	126	1.1833	0.5902	1.1833	1.0878
No log	1.9394	128	1.2849	0.5668	1.2849	1.1335
No log	1.9697	130	1.0475	0.6393	1.0475	1.0235
No log	2.0	132	1.1129	0.6017	1.1129	1.0549
No log	2.0303	134	1.4346	0.5596	1.4346	1.1978
No log	2.0606	136	1.5580	0.5636	1.5580	1.2482
No log	2.0909	138	1.4519	0.5709	1.4519	1.2050
No log	2.1212	140	1.4508	0.5797	1.4508	1.2045
No log	2.1515	142	1.0782	0.6339	1.0782	1.0383
No log	2.1818	144	1.0630	0.6149	1.0630	1.0310
No log	2.2121	146	1.5102	0.5554	1.5102	1.2289
No log	2.2424	148	1.9046	0.5108	1.9046	1.3801
No log	2.2727	150	1.8271	0.5163	1.8271	1.3517
No log	2.3030	152	1.4498	0.5585	1.4498	1.2041
No log	2.3333	154	1.0214	0.5530	1.0214	1.0106
No log	2.3636	156	1.0129	0.5744	1.0129	1.0064
No log	2.3939	158	1.2465	0.5613	1.2465	1.1165
No log	2.4242	160	1.4240	0.5525	1.4240	1.1933
No log	2.4545	162	1.0943	0.5701	1.0943	1.0461
No log	2.4848	164	1.0090	0.5897	1.0090	1.0045
No log	2.5152	166	0.8865	0.6319	0.8865	0.9415
No log	2.5455	168	0.8500	0.6472	0.8500	0.9220
No log	2.5758	170	0.8315	0.6272	0.8315	0.9118
No log	2.6061	172	1.0508	0.6019	1.0508	1.0251
No log	2.6364	174	1.2866	0.5758	1.2866	1.1343
No log	2.6667	176	1.1158	0.6144	1.1158	1.0563
No log	2.6970	178	0.8716	0.6192	0.8716	0.9336
No log	2.7273	180	0.8619	0.6192	0.8619	0.9284
No log	2.7576	182	1.0189	0.6078	1.0189	1.0094
No log	2.7879	184	1.1479	0.5791	1.1479	1.0714
No log	2.8182	186	1.1976	0.5266	1.1976	1.0943
No log	2.8485	188	1.1821	0.5499	1.1821	1.0873
No log	2.8788	190	1.2578	0.5298	1.2578	1.1215
No log	2.9091	192	1.2825	0.5487	1.2825	1.1325
No log	2.9394	194	1.1864	0.5648	1.1864	1.0892
No log	2.9697	196	1.2845	0.5768	1.2845	1.1334
No log	3.0	198	1.2074	0.5798	1.2074	1.0988
No log	3.0303	200	1.0260	0.6110	1.0260	1.0129
No log	3.0606	202	0.9470	0.6131	0.9470	0.9732
No log	3.0909	204	0.9759	0.6179	0.9759	0.9879
No log	3.1212	206	1.2519	0.5999	1.2519	1.1189
No log	3.1515	208	1.2657	0.6026	1.2657	1.1250
No log	3.1818	210	1.2066	0.6064	1.2066	1.0985
No log	3.2121	212	1.0579	0.6261	1.0579	1.0285
No log	3.2424	214	1.0621	0.6174	1.0621	1.0306
No log	3.2727	216	1.0468	0.6189	1.0468	1.0231
No log	3.3030	218	1.1228	0.5888	1.1228	1.0596
No log	3.3333	220	1.1781	0.5910	1.1781	1.0854
No log	3.3636	222	0.9836	0.6088	0.9836	0.9918
No log	3.3939	224	1.0044	0.6088	1.0044	1.0022
No log	3.4242	226	1.1601	0.6120	1.1601	1.0771
No log	3.4545	228	1.1965	0.6212	1.1965	1.0938
No log	3.4848	230	1.2602	0.6312	1.2602	1.1226
No log	3.5152	232	1.0079	0.6279	1.0079	1.0039
No log	3.5455	234	0.9172	0.6326	0.9172	0.9577
No log	3.5758	236	0.9402	0.6177	0.9402	0.9696
No log	3.6061	238	0.9757	0.5865	0.9757	0.9878
No log	3.6364	240	1.0011	0.5945	1.0011	1.0005
No log	3.6667	242	0.9808	0.5779	0.9808	0.9903
No log	3.6970	244	0.8473	0.6114	0.8473	0.9205
No log	3.7273	246	0.7846	0.6340	0.7846	0.8858
No log	3.7576	248	0.8407	0.5959	0.8407	0.9169
No log	3.7879	250	1.0791	0.5960	1.0791	1.0388
No log	3.8182	252	1.2478	0.6120	1.2478	1.1171
No log	3.8485	254	1.0486	0.6145	1.0487	1.0240
No log	3.8788	256	0.9540	0.6304	0.9540	0.9767
No log	3.9091	258	0.8611	0.6513	0.8611	0.9279
No log	3.9394	260	0.9573	0.6583	0.9573	0.9784
No log	3.9697	262	1.1859	0.6188	1.1859	1.0890
No log	4.0	264	1.1760	0.6088	1.1760	1.0844
No log	4.0303	266	1.0011	0.6209	1.0011	1.0005
No log	4.0606	268	0.9283	0.6052	0.9283	0.9635
No log	4.0909	270	1.0210	0.6072	1.0210	1.0104
No log	4.1212	272	1.0335	0.6189	1.0335	1.0166
No log	4.1515	274	1.0780	0.6347	1.0780	1.0383
No log	4.1818	276	0.9830	0.6463	0.9830	0.9915
No log	4.2121	278	0.8171	0.6633	0.8171	0.9039
No log	4.2424	280	0.7540	0.6836	0.7540	0.8683
No log	4.2727	282	0.8210	0.6651	0.8210	0.9061
No log	4.3030	284	1.0427	0.6498	1.0427	1.0211
No log	4.3333	286	1.3872	0.6013	1.3872	1.1778
No log	4.3636	288	1.3940	0.5937	1.3940	1.1807
No log	4.3939	290	1.1318	0.6166	1.1318	1.0639
No log	4.4242	292	1.0764	0.6208	1.0764	1.0375
No log	4.4545	294	1.1893	0.6172	1.1893	1.0906
No log	4.4848	296	1.1251	0.6240	1.1251	1.0607
No log	4.5152	298	1.1781	0.6157	1.1781	1.0854
No log	4.5455	300	1.4131	0.5521	1.4131	1.1888
No log	4.5758	302	1.4370	0.5356	1.4370	1.1988
No log	4.6061	304	1.3310	0.5570	1.3310	1.1537
No log	4.6364	306	1.3793	0.5591	1.3793	1.1744
No log	4.6667	308	1.3643	0.5630	1.3643	1.1680
No log	4.6970	310	1.3146	0.5870	1.3146	1.1466
No log	4.7273	312	1.1259	0.6172	1.1259	1.0611
No log	4.7576	314	1.0732	0.6172	1.0732	1.0359
No log	4.7879	316	1.1633	0.6009	1.1633	1.0786
No log	4.8182	318	1.3270	0.5885	1.3270	1.1520
No log	4.8485	320	1.3542	0.5657	1.3542	1.1637
No log	4.8788	322	1.2043	0.5942	1.2043	1.0974
No log	4.9091	324	1.0099	0.6060	1.0099	1.0050
No log	4.9394	326	0.9687	0.6389	0.9687	0.9842
No log	4.9697	328	1.1282	0.6187	1.1282	1.0622
No log	5.0	330	1.3374	0.5926	1.3374	1.1565
No log	5.0303	332	1.4932	0.5531	1.4932	1.2220
No log	5.0606	334	1.3707	0.5908	1.3707	1.1708
No log	5.0909	336	1.1257	0.6178	1.1257	1.0610
No log	5.1212	338	1.0376	0.6322	1.0376	1.0186
No log	5.1515	340	1.0457	0.6143	1.0457	1.0226
No log	5.1818	342	1.1633	0.6031	1.1633	1.0786
No log	5.2121	344	1.3033	0.5737	1.3033	1.1416
No log	5.2424	346	1.4166	0.5719	1.4166	1.1902
No log	5.2727	348	1.2940	0.5777	1.2940	1.1375
No log	5.3030	350	1.2081	0.5857	1.2081	1.0991
No log	5.3333	352	1.2592	0.5747	1.2592	1.1222
No log	5.3636	354	1.1711	0.6122	1.1711	1.0822
No log	5.3939	356	1.0522	0.6252	1.0522	1.0258
No log	5.4242	358	1.0478	0.6266	1.0478	1.0236
No log	5.4545	360	1.1070	0.6299	1.1070	1.0522
No log	5.4848	362	1.1079	0.6450	1.1079	1.0526
No log	5.5152	364	0.9972	0.6302	0.9972	0.9986
No log	5.5455	366	0.9334	0.6208	0.9334	0.9661
No log	5.5758	368	0.9490	0.6397	0.9490	0.9742
No log	5.6061	370	0.8920	0.6361	0.8920	0.9445
No log	5.6364	372	0.9219	0.6270	0.9219	0.9602
No log	5.6667	374	1.0200	0.6262	1.0200	1.0100
No log	5.6970	376	1.1093	0.6210	1.1093	1.0532
No log	5.7273	378	1.0209	0.6308	1.0209	1.0104
No log	5.7576	380	0.9062	0.6327	0.9062	0.9520
No log	5.7879	382	0.8543	0.6387	0.8543	0.9243
No log	5.8182	384	0.8510	0.6511	0.8510	0.9225
No log	5.8485	386	0.8745	0.6387	0.8745	0.9352
No log	5.8788	388	0.9735	0.6414	0.9735	0.9867
No log	5.9091	390	1.0291	0.6311	1.0291	1.0144
No log	5.9394	392	1.0350	0.6270	1.0350	1.0174
No log	5.9697	394	0.9817	0.6429	0.9817	0.9908
No log	6.0	396	0.8274	0.6403	0.8274	0.9096
No log	6.0303	398	0.7928	0.6759	0.7928	0.8904
No log	6.0606	400	0.8533	0.6467	0.8533	0.9237
No log	6.0909	402	0.9759	0.6241	0.9759	0.9879
No log	6.1212	404	1.0926	0.6099	1.0926	1.0453
No log	6.1515	406	1.0505	0.6079	1.0505	1.0250
No log	6.1818	408	0.9460	0.6168	0.9460	0.9726
No log	6.2121	410	0.8855	0.6224	0.8855	0.9410
No log	6.2424	412	0.8997	0.6147	0.8997	0.9485
No log	6.2727	414	1.0032	0.6321	1.0032	1.0016
No log	6.3030	416	1.0549	0.6236	1.0549	1.0271
No log	6.3333	418	1.1682	0.6360	1.1682	1.0808
No log	6.3636	420	1.1475	0.6293	1.1475	1.0712
No log	6.3939	422	1.1524	0.6172	1.1524	1.0735
No log	6.4242	424	1.1904	0.6178	1.1904	1.0911
No log	6.4545	426	1.1156	0.6159	1.1156	1.0562
No log	6.4848	428	1.0286	0.6138	1.0286	1.0142
No log	6.5152	430	0.9471	0.6286	0.9471	0.9732
No log	6.5455	432	0.9384	0.6235	0.9384	0.9687
No log	6.5758	434	0.9911	0.6057	0.9911	0.9955
No log	6.6061	436	0.9767	0.6237	0.9767	0.9883
No log	6.6364	438	0.9469	0.6186	0.9469	0.9731
No log	6.6667	440	1.0074	0.6342	1.0074	1.0037
No log	6.6970	442	0.9930	0.6295	0.9930	0.9965
No log	6.7273	444	1.0302	0.6133	1.0302	1.0150
No log	6.7576	446	1.1036	0.6047	1.1036	1.0505
No log	6.7879	448	1.1197	0.5948	1.1197	1.0582
No log	6.8182	450	1.1896	0.5826	1.1896	1.0907
No log	6.8485	452	1.1683	0.5836	1.1683	1.0809
No log	6.8788	454	1.2332	0.5747	1.2332	1.1105
No log	6.9091	456	1.2405	0.5747	1.2405	1.1138
No log	6.9394	458	1.1612	0.5786	1.1612	1.0776
No log	6.9697	460	1.0662	0.6211	1.0662	1.0326
No log	7.0	462	0.9972	0.6275	0.9972	0.9986
No log	7.0303	464	0.9895	0.6345	0.9895	0.9947
No log	7.0606	466	1.0953	0.6250	1.0953	1.0465
No log	7.0909	468	1.2451	0.5960	1.2451	1.1158
No log	7.1212	470	1.3166	0.5765	1.3166	1.1474
No log	7.1515	472	1.2742	0.5843	1.2742	1.1288
No log	7.1818	474	1.1382	0.5974	1.1382	1.0669
No log	7.2121	476	0.9969	0.6255	0.9969	0.9985
No log	7.2424	478	0.8995	0.6343	0.8995	0.9484
No log	7.2727	480	0.8566	0.6467	0.8566	0.9255
No log	7.3030	482	0.8883	0.6343	0.8883	0.9425
No log	7.3333	484	0.9987	0.6385	0.9987	0.9993
No log	7.3636	486	1.1652	0.6160	1.1652	1.0794
No log	7.3939	488	1.3631	0.5755	1.3631	1.1675
No log	7.4242	490	1.4311	0.5663	1.4311	1.1963
No log	7.4545	492	1.3548	0.5830	1.3548	1.1639
No log	7.4848	494	1.2035	0.6010	1.2035	1.0970
No log	7.5152	496	1.0416	0.6297	1.0416	1.0206
No log	7.5455	498	0.9315	0.6385	0.9315	0.9651
0.3312	7.5758	500	0.9120	0.6467	0.9120	0.9550
0.3312	7.6061	502	0.9377	0.6175	0.9377	0.9683
0.3312	7.6364	504	1.0279	0.6041	1.0279	1.0139
0.3312	7.6667	506	1.1858	0.5756	1.1858	1.0889
0.3312	7.6970	508	1.3264	0.5659	1.3264	1.1517
0.3312	7.7273	510	1.3579	0.5659	1.3579	1.1653
0.3312	7.7576	512	1.2918	0.5659	1.2918	1.1366
0.3312	7.7879	514	1.1565	0.5777	1.1565	1.0754
0.3312	7.8182	516	1.0000	0.6067	1.0000	1.0000
0.3312	7.8485	518	0.9242	0.6349	0.9242	0.9613
0.3312	7.8788	520	0.9121	0.6349	0.9121	0.9551
0.3312	7.9091	522	0.9534	0.6240	0.9534	0.9764
0.3312	7.9394	524	1.0493	0.5970	1.0493	1.0243
0.3312	7.9697	526	1.1561	0.5848	1.1561	1.0752
0.3312	8.0	528	1.1981	0.5786	1.1981	1.0946
0.3312	8.0303	530	1.1802	0.5866	1.1802	1.0863
0.3312	8.0606	532	1.1605	0.5866	1.1605	1.0773
0.3312	8.0909	534	1.1442	0.5866	1.1442	1.0697
0.3312	8.1212	536	1.1279	0.5848	1.1279	1.0620
0.3312	8.1515	538	1.0836	0.6079	1.0836	1.0410
0.3312	8.1818	540	1.0766	0.6009	1.0766	1.0376
0.3312	8.2121	542	1.1279	0.5930	1.1279	1.0620
0.3312	8.2424	544	1.1973	0.5954	1.1973	1.0942
0.3312	8.2727	546	1.1986	0.5845	1.1986	1.0948
0.3312	8.3030	548	1.1872	0.5786	1.1872	1.0896
0.3312	8.3333	550	1.1583	0.5673	1.1583	1.0763
0.3312	8.3636	552	1.1102	0.5949	1.1102	1.0537
0.3312	8.3939	554	1.0566	0.5961	1.0566	1.0279
0.3312	8.4242	556	1.0631	0.5961	1.0631	1.0311
0.3312	8.4545	558	1.1162	0.5863	1.1162	1.0565
0.3312	8.4848	560	1.1526	0.5828	1.1526	1.0736
0.3312	8.5152	562	1.1598	0.5828	1.1598	1.0769
0.3312	8.5455	564	1.1521	0.5828	1.1521	1.0734
0.3312	8.5758	566	1.1782	0.5919	1.1782	1.0854
0.3312	8.6061	568	1.2174	0.5845	1.2174	1.1034
0.3312	8.6364	570	1.2021	0.5954	1.2021	1.0964
0.3312	8.6667	572	1.1562	0.5937	1.1562	1.0753
0.3312	8.6970	574	1.1002	0.5919	1.1002	1.0489
0.3312	8.7273	576	1.0612	0.6023	1.0612	1.0302
0.3312	8.7576	578	1.0200	0.6356	1.0200	1.0100
0.3312	8.7879	580	1.0031	0.6303	1.0031	1.0015
0.3312	8.8182	582	1.0244	0.6354	1.0244	1.0121
0.3312	8.8485	584	1.0858	0.6011	1.0858	1.0420
0.3312	8.8788	586	1.1390	0.5988	1.1390	1.0673
0.3312	8.9091	588	1.1754	0.6021	1.1754	1.0842
0.3312	8.9394	590	1.1678	0.6005	1.1678	1.0806
0.3312	8.9697	592	1.1291	0.5899	1.1291	1.0626
0.3312	9.0	594	1.1280	0.5899	1.1280	1.0621
0.3312	9.0303	596	1.1118	0.5899	1.1118	1.0544
0.3312	9.0606	598	1.0734	0.5965	1.0734	1.0360
0.3312	9.0909	600	1.0627	0.6033	1.0627	1.0309
0.3312	9.1212	602	1.0770	0.5965	1.0770	1.0378
0.3312	9.1515	604	1.0964	0.5953	1.0964	1.0471
0.3312	9.1818	606	1.1164	0.5899	1.1164	1.0566
0.3312	9.2121	608	1.1322	0.5899	1.1322	1.0641
0.3312	9.2424	610	1.1221	0.5899	1.1221	1.0593
0.3312	9.2727	612	1.0982	0.5899	1.0982	1.0479
0.3312	9.3030	614	1.0813	0.5982	1.0813	1.0398
0.3312	9.3333	616	1.0662	0.6267	1.0662	1.0326
0.3312	9.3636	618	1.0690	0.6267	1.0690	1.0339
0.3312	9.3939	620	1.0871	0.5899	1.0871	1.0426
0.3312	9.4242	622	1.1118	0.5917	1.1118	1.0544
0.3312	9.4545	624	1.1309	0.5917	1.1309	1.0634
0.3312	9.4848	626	1.1282	0.5917	1.1282	1.0622
0.3312	9.5152	628	1.1139	0.5917	1.1139	1.0554
0.3312	9.5455	630	1.0919	0.5899	1.0919	1.0449
0.3312	9.5758	632	1.0868	0.6055	1.0868	1.0425
0.3312	9.6061	634	1.0847	0.6055	1.0847	1.0415
0.3312	9.6364	636	1.0743	0.6253	1.0743	1.0365
0.3312	9.6667	638	1.0615	0.6267	1.0615	1.0303
0.3312	9.6970	640	1.0465	0.6327	1.0465	1.0230
0.3312	9.7273	642	1.0368	0.6314	1.0368	1.0182
0.3312	9.7576	644	1.0280	0.6314	1.0280	1.0139
0.3312	9.7879	646	1.0270	0.6404	1.0270	1.0134
0.3312	9.8182	648	1.0287	0.6314	1.0287	1.0142
0.3312	9.8485	650	1.0306	0.6314	1.0306	1.0152
0.3312	9.8788	652	1.0322	0.6314	1.0322	1.0160
0.3312	9.9091	654	1.0359	0.6314	1.0359	1.0178
0.3312	9.9394	656	1.0400	0.6314	1.0400	1.0198
0.3312	9.9697	658	1.0428	0.6327	1.0428	1.0212
0.3312	10.0	660	1.0436	0.6327	1.0436	1.0215

Framework versions

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