ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k13_task3_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: 0.6336
• Qwk: 0.3433
• Mse: 0.6336
• Rmse: 0.7960

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	0.0263	2	3.2358	0.0039	3.2358	1.7988
No log	0.0526	4	1.6214	-0.0070	1.6214	1.2733
No log	0.0789	6	1.1838	0.0294	1.1838	1.0880
No log	0.1053	8	2.4690	0.0830	2.4690	1.5713
No log	0.1316	10	2.3244	0.0869	2.3244	1.5246
No log	0.1579	12	0.9409	0.1795	0.9409	0.9700
No log	0.1842	14	0.6346	0.0	0.6346	0.7966
No log	0.2105	16	0.8103	-0.1494	0.8103	0.9002
No log	0.2368	18	1.5631	0.0	1.5631	1.2502
No log	0.2632	20	1.9109	-0.0909	1.9109	1.3823
No log	0.2895	22	1.5245	0.0	1.5245	1.2347
No log	0.3158	24	1.1514	0.0	1.1514	1.0730
No log	0.3421	26	0.8532	0.0431	0.8532	0.9237
No log	0.3684	28	0.7939	0.0526	0.7939	0.8910
No log	0.3947	30	0.9884	0.0	0.9884	0.9942
No log	0.4211	32	1.0495	0.0	1.0495	1.0244
No log	0.4474	34	0.9562	0.0	0.9562	0.9778
No log	0.4737	36	0.8501	0.0042	0.8501	0.9220
No log	0.5	38	0.7758	0.0417	0.7758	0.8808
No log	0.5263	40	0.7769	0.1515	0.7769	0.8814
No log	0.5526	42	0.9949	-0.0268	0.9949	0.9974
No log	0.5789	44	1.3455	0.0255	1.3455	1.1600
No log	0.6053	46	1.1423	0.0	1.1423	1.0688
No log	0.6316	48	0.7895	0.1289	0.7895	0.8885
No log	0.6579	50	0.6918	0.2184	0.6918	0.8317
No log	0.6842	52	0.6875	0.2281	0.6875	0.8291
No log	0.7105	54	0.6833	0.2857	0.6833	0.8266
No log	0.7368	56	0.7303	0.2300	0.7303	0.8546
No log	0.7632	58	1.0866	0.0698	1.0866	1.0424
No log	0.7895	60	1.3163	0.0929	1.3163	1.1473
No log	0.8158	62	1.5912	0.0588	1.5912	1.2614
No log	0.8421	64	1.1730	0.0431	1.1730	1.0830
No log	0.8684	66	0.7006	0.2169	0.7006	0.8370
No log	0.8947	68	0.6309	0.2000	0.6309	0.7943
No log	0.9211	70	0.6404	0.2000	0.6404	0.8003
No log	0.9474	72	0.6759	0.2090	0.6759	0.8221
No log	0.9737	74	0.8317	0.0578	0.8317	0.9120
No log	1.0	76	0.9265	0.0427	0.9265	0.9625
No log	1.0263	78	0.9836	0.1000	0.9836	0.9918
No log	1.0526	80	0.9324	0.0427	0.9324	0.9656
No log	1.0789	82	0.7299	0.1919	0.7299	0.8543
No log	1.1053	84	0.7179	0.2821	0.7179	0.8473
No log	1.1316	86	0.8493	0.1203	0.8493	0.9216
No log	1.1579	88	0.8085	0.1660	0.8085	0.8992
No log	1.1842	90	0.6236	0.3706	0.6236	0.7897
No log	1.2105	92	0.5020	0.1008	0.5020	0.7085
No log	1.2368	94	0.5080	0.0476	0.5080	0.7127
No log	1.2632	96	0.6359	0.2090	0.6359	0.7975
No log	1.2895	98	0.6811	0.1398	0.6811	0.8253
No log	1.3158	100	0.6241	0.2184	0.6241	0.7900
No log	1.3421	102	0.5552	0.3464	0.5552	0.7451
No log	1.3684	104	0.5904	0.2485	0.5904	0.7684
No log	1.3947	106	0.5966	0.2485	0.5966	0.7724
No log	1.4211	108	0.6773	0.1913	0.6773	0.8230
No log	1.4474	110	0.6682	0.2184	0.6682	0.8174
No log	1.4737	112	0.6095	0.1884	0.6095	0.7807
No log	1.5	114	0.6464	0.2418	0.6464	0.8040
No log	1.5263	116	0.7723	0.1515	0.7723	0.8788
No log	1.5526	118	0.7136	0.0952	0.7136	0.8448
No log	1.5789	120	0.6732	0.1030	0.6732	0.8205
No log	1.6053	122	0.6445	0.1195	0.6445	0.8028
No log	1.6316	124	0.6693	0.1913	0.6693	0.8181
No log	1.6579	126	0.7023	0.2083	0.7023	0.8380
No log	1.6842	128	1.0818	0.0894	1.0818	1.0401
No log	1.7105	130	1.2316	0.0677	1.2316	1.1098
No log	1.7368	132	0.8477	0.2300	0.8477	0.9207
No log	1.7632	134	0.6373	0.2688	0.6373	0.7983
No log	1.7895	136	0.7052	0.2692	0.7052	0.8398
No log	1.8158	138	0.6209	0.3369	0.6209	0.7880
No log	1.8421	140	0.6147	0.3478	0.6147	0.7840
No log	1.8684	142	0.6534	0.25	0.6534	0.8084
No log	1.8947	144	0.7066	0.2965	0.7066	0.8406
No log	1.9211	146	1.0124	0.1873	1.0124	1.0062
No log	1.9474	148	0.8472	0.1776	0.8472	0.9205
No log	1.9737	150	0.6770	0.2350	0.6770	0.8228
No log	2.0	152	0.6661	0.1461	0.6661	0.8161
No log	2.0263	154	0.7042	0.1179	0.7042	0.8392
No log	2.0526	156	1.0715	0.1347	1.0715	1.0351
No log	2.0789	158	0.8383	0.0991	0.8383	0.9156
No log	2.1053	160	0.7885	0.2287	0.7885	0.8880
No log	2.1316	162	0.7929	0.2281	0.7929	0.8904
No log	2.1579	164	0.7337	0.3091	0.7337	0.8565
No log	2.1842	166	1.1841	0.1845	1.1841	1.0882
No log	2.2105	168	1.0578	0.1756	1.0578	1.0285
No log	2.2368	170	0.5954	0.4346	0.5954	0.7716
No log	2.2632	172	0.5460	0.3439	0.5460	0.7389
No log	2.2895	174	0.5356	0.4747	0.5356	0.7319
No log	2.3158	176	0.7671	0.2423	0.7671	0.8758
No log	2.3421	178	0.8249	0.2275	0.8249	0.9082
No log	2.3684	180	0.7888	0.2605	0.7888	0.8881
No log	2.3947	182	0.7359	0.2838	0.7359	0.8578
No log	2.4211	184	0.8902	0.2263	0.8902	0.9435
No log	2.4474	186	0.6814	0.3524	0.6814	0.8255
No log	2.4737	188	0.6920	0.2381	0.6920	0.8319
No log	2.5	190	0.7150	0.2897	0.7150	0.8456
No log	2.5263	192	0.9171	0.2062	0.9171	0.9576
No log	2.5526	194	1.6161	0.1186	1.6161	1.2713
No log	2.5789	196	1.7772	0.1357	1.7772	1.3331
No log	2.6053	198	1.1945	0.0882	1.1945	1.0929
No log	2.6316	200	0.7387	0.1712	0.7387	0.8594
No log	2.6579	202	0.8595	0.2203	0.8595	0.9271
No log	2.6842	204	0.8010	0.2208	0.8010	0.8950
No log	2.7105	206	0.6394	0.2549	0.6394	0.7996
No log	2.7368	208	0.8355	0.2762	0.8355	0.9140
No log	2.7632	210	1.0043	0.1644	1.0043	1.0021
No log	2.7895	212	0.7350	0.3831	0.7350	0.8573
No log	2.8158	214	0.5918	0.3446	0.5918	0.7693
No log	2.8421	216	0.6457	0.1705	0.6457	0.8035
No log	2.8684	218	0.6810	0.1705	0.6810	0.8252
No log	2.8947	220	0.6229	0.3161	0.6229	0.7893
No log	2.9211	222	0.8684	0.2000	0.8684	0.9319
No log	2.9474	224	0.9968	0.1698	0.9968	0.9984
No log	2.9737	226	0.7190	0.3973	0.7190	0.8479
No log	3.0	228	0.6851	0.4227	0.6851	0.8277
No log	3.0263	230	0.6351	0.4348	0.6351	0.7970
No log	3.0526	232	0.6284	0.3575	0.6284	0.7927
No log	3.0789	234	0.6689	0.1469	0.6689	0.8178
No log	3.1053	236	0.6525	0.3200	0.6525	0.8078
No log	3.1316	238	0.7046	0.3200	0.7046	0.8394
No log	3.1579	240	0.7373	0.3498	0.7373	0.8587
No log	3.1842	242	0.7240	0.3237	0.7240	0.8509
No log	3.2105	244	0.7724	0.2593	0.7724	0.8789
No log	3.2368	246	0.8690	0.2489	0.8690	0.9322
No log	3.2632	248	1.0053	0.2000	1.0053	1.0026
No log	3.2895	250	0.7925	0.1770	0.7925	0.8902
No log	3.3158	252	0.7737	0.3028	0.7737	0.8796
No log	3.3421	254	0.7651	0.2579	0.7651	0.8747
No log	3.3684	256	0.7833	0.3363	0.7833	0.8850
No log	3.3947	258	0.9186	0.1935	0.9186	0.9584
No log	3.4211	260	0.9182	0.2627	0.9182	0.9582
No log	3.4474	262	0.8485	0.2803	0.8485	0.9211
No log	3.4737	264	0.8023	0.1786	0.8023	0.8957
No log	3.5	266	0.9285	0.2060	0.9285	0.9636
No log	3.5263	268	0.8294	0.2069	0.8294	0.9107
No log	3.5526	270	0.6683	0.2189	0.6683	0.8175
No log	3.5789	272	0.8217	0.2275	0.8217	0.9065
No log	3.6053	274	0.8061	0.1861	0.8061	0.8978
No log	3.6316	276	0.6140	0.2575	0.6140	0.7836
No log	3.6579	278	0.5822	0.2848	0.5822	0.7630
No log	3.6842	280	0.5818	0.2821	0.5818	0.7628
No log	3.7105	282	0.5728	0.3247	0.5728	0.7569
No log	3.7368	284	0.5921	0.2663	0.5921	0.7695
No log	3.7632	286	0.7125	0.3548	0.7125	0.8441
No log	3.7895	288	0.8747	0.3282	0.8747	0.9352
No log	3.8158	290	0.7629	0.3739	0.7629	0.8734
No log	3.8421	292	0.7662	0.2579	0.7662	0.8754
No log	3.8684	294	0.8864	0.2063	0.8864	0.9415
No log	3.8947	296	0.7403	0.1628	0.7403	0.8604
No log	3.9211	298	0.6492	0.3191	0.6492	0.8057
No log	3.9474	300	0.8226	0.1741	0.8226	0.9070
No log	3.9737	302	0.8170	0.1741	0.8170	0.9039
No log	4.0	304	0.8154	0.2269	0.8154	0.9030
No log	4.0263	306	0.6782	0.3091	0.6782	0.8235
No log	4.0526	308	0.6915	0.2607	0.6915	0.8315
No log	4.0789	310	0.7044	0.2000	0.7044	0.8393
No log	4.1053	312	0.6227	0.3035	0.6227	0.7891
No log	4.1316	314	0.6646	0.3645	0.6646	0.8152
No log	4.1579	316	0.9492	0.2329	0.9492	0.9743
No log	4.1842	318	0.9321	0.2111	0.9321	0.9655
No log	4.2105	320	0.6862	0.3455	0.6862	0.8284
No log	4.2368	322	0.6193	0.3035	0.6193	0.7869
No log	4.2632	324	0.6760	0.2646	0.6760	0.8222
No log	4.2895	326	0.6236	0.2941	0.6236	0.7897
No log	4.3158	328	0.6228	0.4178	0.6228	0.7892
No log	4.3421	330	0.8009	0.3538	0.8009	0.8949
No log	4.3684	332	0.9005	0.2857	0.9005	0.9490
No log	4.3947	334	0.7580	0.4093	0.7580	0.8706
No log	4.4211	336	0.7297	0.3898	0.7297	0.8542
No log	4.4474	338	0.6698	0.4074	0.6698	0.8184
No log	4.4737	340	0.6845	0.3665	0.6845	0.8273
No log	4.5	342	0.6827	0.3363	0.6827	0.8263
No log	4.5263	344	0.6413	0.3613	0.6413	0.8008
No log	4.5526	346	0.6420	0.3103	0.6420	0.8013
No log	4.5789	348	0.6445	0.3220	0.6445	0.8028
No log	4.6053	350	0.6512	0.2941	0.6512	0.8070
No log	4.6316	352	0.6659	0.3247	0.6659	0.8160
No log	4.6579	354	0.6983	0.3561	0.6983	0.8356
No log	4.6842	356	0.6993	0.3200	0.6993	0.8362
No log	4.7105	358	0.6513	0.3548	0.6513	0.8070
No log	4.7368	360	0.6072	0.2707	0.6072	0.7793
No log	4.7632	362	0.6070	0.2787	0.6070	0.7791
No log	4.7895	364	0.6266	0.2086	0.6266	0.7916
No log	4.8158	366	0.6308	0.2746	0.6308	0.7942
No log	4.8421	368	0.6906	0.3061	0.6906	0.8310
No log	4.8684	370	0.8269	0.2140	0.8269	0.9093
No log	4.8947	372	0.8858	0.3021	0.8858	0.9412
No log	4.9211	374	0.8418	0.3021	0.8418	0.9175
No log	4.9474	376	0.7159	0.2563	0.7159	0.8461
No log	4.9737	378	0.6521	0.2893	0.6521	0.8076
No log	5.0	380	0.6497	0.2830	0.6497	0.8060
No log	5.0263	382	0.6674	0.2830	0.6674	0.8169
No log	5.0526	384	0.7225	0.3391	0.7225	0.8500
No log	5.0789	386	0.6914	0.2811	0.6914	0.8315
No log	5.1053	388	0.7033	0.3645	0.7033	0.8386
No log	5.1316	390	0.8048	0.1724	0.8048	0.8971
No log	5.1579	392	0.7341	0.2632	0.7341	0.8568
No log	5.1842	394	0.6353	0.2986	0.6353	0.7970
No log	5.2105	396	0.6736	0.3818	0.6736	0.8207
No log	5.2368	398	0.7353	0.2696	0.7353	0.8575
No log	5.2632	400	0.7096	0.2775	0.7096	0.8424
No log	5.2895	402	0.6224	0.4133	0.6224	0.7889
No log	5.3158	404	0.5792	0.4	0.5792	0.7611
No log	5.3421	406	0.5749	0.3508	0.5749	0.7582
No log	5.3684	408	0.5850	0.3862	0.5850	0.7649
No log	5.3947	410	0.6540	0.4340	0.6540	0.8087
No log	5.4211	412	0.7719	0.2203	0.7719	0.8786
No log	5.4474	414	0.7185	0.3043	0.7185	0.8476
No log	5.4737	416	0.5974	0.4286	0.5974	0.7729
No log	5.5	418	0.5544	0.4350	0.5544	0.7446
No log	5.5263	420	0.6244	0.2692	0.6244	0.7902
No log	5.5526	422	0.6210	0.2709	0.6210	0.7881
No log	5.5789	424	0.5856	0.3089	0.5856	0.7653
No log	5.6053	426	0.5647	0.4098	0.5647	0.7515
No log	5.6316	428	0.5752	0.4462	0.5752	0.7584
No log	5.6579	430	0.6070	0.4902	0.6070	0.7791
No log	5.6842	432	0.5954	0.4819	0.5954	0.7716
No log	5.7105	434	0.5667	0.4043	0.5667	0.7528
No log	5.7368	436	0.5885	0.3663	0.5885	0.7672
No log	5.7632	438	0.5786	0.4225	0.5786	0.7606
No log	5.7895	440	0.6048	0.4894	0.6048	0.7777
No log	5.8158	442	0.6825	0.3433	0.6825	0.8261
No log	5.8421	444	0.7504	0.3021	0.7504	0.8663
No log	5.8684	446	0.6772	0.4554	0.6772	0.8229
No log	5.8947	448	0.6415	0.4400	0.6415	0.8009
No log	5.9211	450	0.6137	0.3927	0.6137	0.7834
No log	5.9474	452	0.6126	0.3814	0.6126	0.7827
No log	5.9737	454	0.6230	0.3231	0.6230	0.7893
No log	6.0	456	0.6105	0.3814	0.6105	0.7813
No log	6.0263	458	0.6112	0.3641	0.6112	0.7818
No log	6.0526	460	0.6438	0.3469	0.6438	0.8024
No log	6.0789	462	0.6196	0.3367	0.6196	0.7872
No log	6.1053	464	0.6010	0.3769	0.6010	0.7752
No log	6.1316	466	0.7016	0.3818	0.7016	0.8376
No log	6.1579	468	0.7081	0.3818	0.7081	0.8415
No log	6.1842	470	0.6142	0.3561	0.6142	0.7837
No log	6.2105	472	0.5716	0.3591	0.5716	0.7560
No log	6.2368	474	0.5528	0.3846	0.5528	0.7435
No log	6.2632	476	0.5537	0.3913	0.5537	0.7441
No log	6.2895	478	0.5578	0.3913	0.5578	0.7468
No log	6.3158	480	0.5575	0.3846	0.5575	0.7466
No log	6.3421	482	0.5680	0.4157	0.5680	0.7536
No log	6.3684	484	0.6167	0.3149	0.6167	0.7853
No log	6.3947	486	0.7286	0.3116	0.7286	0.8536
No log	6.4211	488	0.7530	0.2838	0.7530	0.8678
No log	6.4474	490	0.6698	0.2621	0.6698	0.8184
No log	6.4737	492	0.6083	0.3636	0.6083	0.7800
No log	6.5	494	0.5986	0.3978	0.5986	0.7737
No log	6.5263	496	0.6068	0.4043	0.6068	0.7790
No log	6.5526	498	0.6318	0.3267	0.6318	0.7949
0.4646	6.5789	500	0.6428	0.3561	0.6428	0.8018
0.4646	6.6053	502	0.6499	0.3645	0.6499	0.8061
0.4646	6.6316	504	0.6749	0.3394	0.6749	0.8215
0.4646	6.6579	506	0.7028	0.3665	0.7028	0.8383
0.4646	6.6842	508	0.7269	0.3277	0.7269	0.8526
0.4646	6.7105	510	0.6927	0.3363	0.6927	0.8323
0.4646	6.7368	512	0.6793	0.2857	0.6793	0.8242
0.4646	6.7632	514	0.6743	0.2857	0.6743	0.8212
0.4646	6.7895	516	0.6801	0.3394	0.6801	0.8247
0.4646	6.8158	518	0.7427	0.3818	0.7427	0.8618
0.4646	6.8421	520	0.7451	0.3363	0.7451	0.8632
0.4646	6.8684	522	0.7027	0.2897	0.7027	0.8383
0.4646	6.8947	524	0.6446	0.3267	0.6446	0.8029
0.4646	6.9211	526	0.6520	0.3200	0.6520	0.8075
0.4646	6.9474	528	0.6607	0.3171	0.6607	0.8128
0.4646	6.9737	530	0.6464	0.3231	0.6464	0.8040
0.4646	7.0	532	0.6357	0.3118	0.6357	0.7973
0.4646	7.0263	534	0.6823	0.2511	0.6823	0.8260
0.4646	7.0526	536	0.6756	0.2593	0.6756	0.8219
0.4646	7.0789	538	0.6333	0.2727	0.6333	0.7958
0.4646	7.1053	540	0.6201	0.2809	0.6201	0.7875
0.4646	7.1316	542	0.6180	0.2727	0.6180	0.7861
0.4646	7.1579	544	0.6229	0.2727	0.6229	0.7893
0.4646	7.1842	546	0.6194	0.3508	0.6194	0.7870
0.4646	7.2105	548	0.6454	0.3267	0.6454	0.8034
0.4646	7.2368	550	0.6567	0.2549	0.6567	0.8104
0.4646	7.2632	552	0.6297	0.3641	0.6297	0.7935
0.4646	7.2895	554	0.6187	0.3469	0.6187	0.7866
0.4646	7.3158	556	0.6227	0.2577	0.6227	0.7891
0.4646	7.3421	558	0.6030	0.3469	0.6030	0.7765
0.4646	7.3684	560	0.5929	0.3641	0.5929	0.7700
0.4646	7.3947	562	0.5881	0.3684	0.5881	0.7669
0.4646	7.4211	564	0.5873	0.3684	0.5873	0.7663
0.4646	7.4474	566	0.5889	0.3684	0.5889	0.7674
0.4646	7.4737	568	0.5974	0.3641	0.5974	0.7729
0.4646	7.5	570	0.6165	0.3641	0.6165	0.7852
0.4646	7.5263	572	0.6381	0.3663	0.6381	0.7988
0.4646	7.5526	574	0.6408	0.3143	0.6408	0.8005
0.4646	7.5789	576	0.6593	0.2919	0.6593	0.8120
0.4646	7.6053	578	0.6671	0.2919	0.6671	0.8167
0.4646	7.6316	580	0.6418	0.3561	0.6418	0.8011
0.4646	7.6579	582	0.6184	0.3535	0.6184	0.7864
0.4646	7.6842	584	0.6162	0.3469	0.6162	0.7850
0.4646	7.7105	586	0.6197	0.3089	0.6197	0.7872
0.4646	7.7368	588	0.6372	0.3089	0.6372	0.7983
0.4646	7.7632	590	0.6488	0.3089	0.6488	0.8055
0.4646	7.7895	592	0.6494	0.3089	0.6494	0.8059
0.4646	7.8158	594	0.6546	0.3089	0.6546	0.8091
0.4646	7.8421	596	0.6581	0.3089	0.6581	0.8112
0.4646	7.8684	598	0.6777	0.2487	0.6777	0.8232
0.4646	7.8947	600	0.7318	0.2222	0.7318	0.8555
0.4646	7.9211	602	0.7669	0.2258	0.7669	0.8757
0.4646	7.9474	604	0.7454	0.1933	0.7454	0.8633
0.4646	7.9737	606	0.7047	0.2877	0.7047	0.8394
0.4646	8.0	608	0.6766	0.3208	0.6766	0.8226
0.4646	8.0263	610	0.6619	0.3398	0.6619	0.8136
0.4646	8.0526	612	0.6509	0.36	0.6509	0.8068
0.4646	8.0789	614	0.6356	0.3706	0.6356	0.7972
0.4646	8.1053	616	0.6220	0.3706	0.6220	0.7887
0.4646	8.1316	618	0.6038	0.3535	0.6038	0.7770
0.4646	8.1579	620	0.5984	0.3118	0.5984	0.7735
0.4646	8.1842	622	0.5956	0.3118	0.5956	0.7717
0.4646	8.2105	624	0.5977	0.3433	0.5977	0.7731
0.4646	8.2368	626	0.6037	0.3535	0.6037	0.7770
0.4646	8.2632	628	0.6116	0.3535	0.6116	0.7820
0.4646	8.2895	630	0.6173	0.3535	0.6173	0.7857
0.4646	8.3158	632	0.6173	0.3433	0.6173	0.7857
0.4646	8.3421	634	0.6235	0.3585	0.6235	0.7896
0.4646	8.3684	636	0.6268	0.3585	0.6268	0.7917
0.4646	8.3947	638	0.6283	0.3433	0.6283	0.7926
0.4646	8.4211	640	0.6301	0.3433	0.6301	0.7938
0.4646	8.4474	642	0.6328	0.3433	0.6328	0.7955
0.4646	8.4737	644	0.6328	0.3433	0.6328	0.7955
0.4646	8.5	646	0.6369	0.3469	0.6369	0.7981
0.4646	8.5263	648	0.6435	0.3077	0.6435	0.8022
0.4646	8.5526	650	0.6481	0.3010	0.6481	0.8051
0.4646	8.5789	652	0.6407	0.3043	0.6407	0.8004
0.4646	8.6053	654	0.6232	0.3118	0.6232	0.7895
0.4646	8.6316	656	0.6153	0.3118	0.6153	0.7844
0.4646	8.6579	658	0.6111	0.3469	0.6111	0.7817
0.4646	8.6842	660	0.6108	0.3469	0.6108	0.7815
0.4646	8.7105	662	0.6098	0.3469	0.6098	0.7809
0.4646	8.7368	664	0.6092	0.3508	0.6092	0.7805
0.4646	8.7632	666	0.6142	0.3118	0.6142	0.7837
0.4646	8.7895	668	0.6286	0.3118	0.6286	0.7929
0.4646	8.8158	670	0.6651	0.2965	0.6651	0.8156
0.4646	8.8421	672	0.6898	0.3271	0.6898	0.8305
0.4646	8.8684	674	0.7091	0.2811	0.7091	0.8421
0.4646	8.8947	676	0.6996	0.2811	0.6996	0.8364
0.4646	8.9211	678	0.6707	0.2637	0.6707	0.8189
0.4646	8.9474	680	0.6378	0.3118	0.6378	0.7986
0.4646	8.9737	682	0.6242	0.3433	0.6242	0.7901
0.4646	9.0	684	0.6258	0.3433	0.6258	0.7911
0.4646	9.0263	686	0.6281	0.3433	0.6281	0.7925
0.4646	9.0526	688	0.6252	0.3433	0.6252	0.7907
0.4646	9.0789	690	0.6243	0.3433	0.6243	0.7901
0.4646	9.1053	692	0.6280	0.3433	0.6280	0.7924
0.4646	9.1316	694	0.6271	0.3433	0.6271	0.7919
0.4646	9.1579	696	0.6236	0.3433	0.6236	0.7897
0.4646	9.1842	698	0.6243	0.3433	0.6243	0.7901
0.4646	9.2105	700	0.6232	0.3433	0.6232	0.7894
0.4646	9.2368	702	0.6207	0.3433	0.6207	0.7879
0.4646	9.2632	704	0.6201	0.3433	0.6201	0.7875
0.4646	9.2895	706	0.6198	0.3433	0.6198	0.7873
0.4646	9.3158	708	0.6196	0.3433	0.6196	0.7872
0.4646	9.3421	710	0.6193	0.3433	0.6193	0.7870
0.4646	9.3684	712	0.6208	0.3433	0.6208	0.7879
0.4646	9.3947	714	0.6237	0.3508	0.6237	0.7897
0.4646	9.4211	716	0.6258	0.3508	0.6258	0.7911
0.4646	9.4474	718	0.6242	0.3469	0.6242	0.7900
0.4646	9.4737	720	0.6255	0.3469	0.6255	0.7909
0.4646	9.5	722	0.6293	0.3469	0.6293	0.7933
0.4646	9.5263	724	0.6329	0.3469	0.6329	0.7956
0.4646	9.5526	726	0.6319	0.3469	0.6319	0.7949
0.4646	9.5789	728	0.6302	0.3433	0.6302	0.7939
0.4646	9.6053	730	0.6293	0.3433	0.6293	0.7933
0.4646	9.6316	732	0.6308	0.3433	0.6308	0.7942
0.4646	9.6579	734	0.6331	0.3433	0.6331	0.7957
0.4646	9.6842	736	0.6368	0.3585	0.6368	0.7980
0.4646	9.7105	738	0.6395	0.3585	0.6395	0.7997
0.4646	9.7368	740	0.6399	0.3585	0.6399	0.8000
0.4646	9.7632	742	0.6406	0.3585	0.6406	0.8004
0.4646	9.7895	744	0.6401	0.3585	0.6401	0.8001
0.4646	9.8158	746	0.6392	0.3585	0.6392	0.7995
0.4646	9.8421	748	0.6374	0.3433	0.6374	0.7984
0.4646	9.8684	750	0.6357	0.3433	0.6357	0.7973
0.4646	9.8947	752	0.6346	0.3433	0.6346	0.7966
0.4646	9.9211	754	0.6339	0.3433	0.6339	0.7962
0.4646	9.9474	756	0.6337	0.3433	0.6337	0.7960
0.4646	9.9737	758	0.6336	0.3433	0.6336	0.7960
0.4646	10.0	760	0.6336	0.3433	0.6336	0.7960

Framework versions

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