ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task7_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: 0.8073
• Qwk: 0.2297
• Mse: 0.8073
• Rmse: 0.8985

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	0.1333	2	2.5143	-0.0262	2.5143	1.5857
No log	0.2667	4	1.2683	0.0994	1.2683	1.1262
No log	0.4	6	1.0406	-0.0970	1.0406	1.0201
No log	0.5333	8	1.0903	-0.1680	1.0903	1.0442
No log	0.6667	10	1.1030	-0.2125	1.1030	1.0502
No log	0.8	12	0.8646	-0.0426	0.8646	0.9298
No log	0.9333	14	0.6932	0.0481	0.6932	0.8326
No log	1.0667	16	0.7194	0.0937	0.7194	0.8482
No log	1.2	18	0.6690	0.1604	0.6690	0.8179
No log	1.3333	20	0.6683	0.1604	0.6683	0.8175
No log	1.4667	22	0.6842	0.0481	0.6842	0.8272
No log	1.6	24	0.6898	0.0889	0.6898	0.8306
No log	1.7333	26	0.6979	0.0889	0.6979	0.8354
No log	1.8667	28	0.7063	0.1508	0.7063	0.8404
No log	2.0	30	0.7367	0.1648	0.7367	0.8583
No log	2.1333	32	0.7342	0.1648	0.7342	0.8569
No log	2.2667	34	0.7758	0.2012	0.7758	0.8808
No log	2.4	36	0.7360	0.1504	0.7360	0.8579
No log	2.5333	38	0.6928	0.3336	0.6928	0.8323
No log	2.6667	40	0.6866	0.3213	0.6866	0.8286
No log	2.8	42	0.7266	0.2899	0.7266	0.8524
No log	2.9333	44	0.7599	0.3157	0.7599	0.8717
No log	3.0667	46	0.8999	0.3310	0.8999	0.9486
No log	3.2	48	1.2339	0.2988	1.2339	1.1108
No log	3.3333	50	1.1708	0.2589	1.1708	1.0820
No log	3.4667	52	0.8973	0.3239	0.8973	0.9472
No log	3.6	54	0.7864	0.3121	0.7864	0.8868
No log	3.7333	56	0.9177	0.3559	0.9177	0.9580
No log	3.8667	58	0.9673	0.4032	0.9673	0.9835
No log	4.0	60	0.8860	0.3579	0.8860	0.9413
No log	4.1333	62	1.0966	0.4106	1.0966	1.0472
No log	4.2667	64	1.1033	0.4106	1.1033	1.0504
No log	4.4	66	1.2485	0.2838	1.2485	1.1174
No log	4.5333	68	1.3110	0.2571	1.3110	1.1450
No log	4.6667	70	1.1756	0.4106	1.1756	1.0843
No log	4.8	72	0.8521	0.2627	0.8521	0.9231
No log	4.9333	74	0.7996	0.2798	0.7996	0.8942
No log	5.0667	76	0.8690	0.2849	0.8690	0.9322
No log	5.2	78	1.2367	0.3401	1.2367	1.1121
No log	5.3333	80	1.3323	0.2444	1.3323	1.1543
No log	5.4667	82	1.1571	0.3650	1.1571	1.0757
No log	5.6	84	0.9563	0.3151	0.9563	0.9779
No log	5.7333	86	0.9529	0.2928	0.9529	0.9762
No log	5.8667	88	1.0193	0.3403	1.0193	1.0096
No log	6.0	90	0.9730	0.3425	0.9730	0.9864
No log	6.1333	92	0.7890	0.3330	0.7890	0.8883
No log	6.2667	94	0.7055	0.3769	0.7055	0.8399
No log	6.4	96	0.7592	0.3885	0.7592	0.8713
No log	6.5333	98	0.9936	0.3470	0.9936	0.9968
No log	6.6667	100	1.0690	0.3473	1.0690	1.0339
No log	6.8	102	0.7708	0.4173	0.7708	0.8780
No log	6.9333	104	0.6329	0.4013	0.6329	0.7956
No log	7.0667	106	0.6214	0.3581	0.6214	0.7883
No log	7.2	108	0.6627	0.3700	0.6627	0.8140
No log	7.3333	110	0.9513	0.3650	0.9513	0.9753
No log	7.4667	112	0.9826	0.3557	0.9826	0.9913
No log	7.6	114	0.7964	0.4180	0.7964	0.8924
No log	7.7333	116	0.7806	0.4723	0.7806	0.8835
No log	7.8667	118	0.9056	0.3847	0.9056	0.9516
No log	8.0	120	1.0075	0.3183	1.0075	1.0037
No log	8.1333	122	1.2078	0.2008	1.2078	1.0990
No log	8.2667	124	1.1553	0.2168	1.1553	1.0749
No log	8.4	126	0.8875	0.2670	0.8875	0.9421
No log	8.5333	128	0.7765	0.2907	0.7765	0.8812
No log	8.6667	130	0.7951	0.3314	0.7951	0.8917
No log	8.8	132	0.8748	0.2784	0.8748	0.9353
No log	8.9333	134	0.9687	0.1897	0.9687	0.9842
No log	9.0667	136	1.0976	0.2601	1.0976	1.0477
No log	9.2	138	1.1329	0.2130	1.1329	1.0644
No log	9.3333	140	1.0310	0.2833	1.0310	1.0154
No log	9.4667	142	1.0290	0.2833	1.0290	1.0144
No log	9.6	144	1.0884	0.2903	1.0884	1.0432
No log	9.7333	146	1.1798	0.1815	1.1798	1.0862
No log	9.8667	148	1.0715	0.3006	1.0715	1.0351
No log	10.0	150	0.8264	0.2904	0.8264	0.9091
No log	10.1333	152	0.7612	0.2319	0.7612	0.8725
No log	10.2667	154	0.7850	0.2063	0.7850	0.8860
No log	10.4	156	0.8146	0.2574	0.8146	0.9026
No log	10.5333	158	1.0477	0.2833	1.0477	1.0236
No log	10.6667	160	1.1249	0.2223	1.1249	1.0606
No log	10.8	162	1.1297	0.2223	1.1297	1.0629
No log	10.9333	164	0.9950	0.2626	0.9950	0.9975
No log	11.0667	166	0.8630	0.2670	0.8630	0.9290
No log	11.2	168	0.9252	0.3019	0.9252	0.9618
No log	11.3333	170	1.2389	0.2280	1.2389	1.1131
No log	11.4667	172	1.3901	0.1793	1.3901	1.1790
No log	11.6	174	1.1826	0.2280	1.1826	1.0875
No log	11.7333	176	0.8796	0.3042	0.8796	0.9379
No log	11.8667	178	0.7954	0.2328	0.7954	0.8918
No log	12.0	180	0.7671	0.2720	0.7671	0.8759
No log	12.1333	182	0.8186	0.2492	0.8186	0.9048
No log	12.2667	184	0.9252	0.3473	0.9252	0.9619
No log	12.4	186	1.0912	0.2567	1.0912	1.0446
No log	12.5333	188	1.1008	0.2459	1.1008	1.0492
No log	12.6667	190	1.0371	0.1990	1.0371	1.0184
No log	12.8	192	0.9093	0.2410	0.9093	0.9536
No log	12.9333	194	0.8524	0.1914	0.8524	0.9232
No log	13.0667	196	0.8031	0.2149	0.8031	0.8962
No log	13.2	198	0.9255	0.2410	0.9255	0.9621
No log	13.3333	200	1.1772	0.1981	1.1772	1.0850
No log	13.4667	202	1.1849	0.1860	1.1849	1.0885
No log	13.6	204	1.0037	0.3169	1.0037	1.0018
No log	13.7333	206	0.9490	0.2923	0.9490	0.9742
No log	13.8667	208	0.9644	0.2923	0.9644	0.9821
No log	14.0	210	0.9338	0.2923	0.9338	0.9664
No log	14.1333	212	0.9389	0.2923	0.9389	0.9690
No log	14.2667	214	0.9675	0.2756	0.9675	0.9836
No log	14.4	216	1.0311	0.2651	1.0311	1.0154
No log	14.5333	218	1.0390	0.2316	1.0390	1.0193
No log	14.6667	220	1.0303	0.2316	1.0303	1.0151
No log	14.8	222	1.0112	0.2703	1.0112	1.0056
No log	14.9333	224	0.9138	0.2094	0.9138	0.9559
No log	15.0667	226	0.8335	0.2063	0.8335	0.9130
No log	15.2	228	0.9239	0.1777	0.9239	0.9612
No log	15.3333	230	1.1807	0.2141	1.1807	1.0866
No log	15.4667	232	1.2513	0.1832	1.2513	1.1186
No log	15.6	234	1.0866	0.2460	1.0866	1.0424
No log	15.7333	236	0.8595	0.2297	0.8595	0.9271
No log	15.8667	238	0.7682	0.1972	0.7682	0.8765
No log	16.0	240	0.7487	0.2085	0.7487	0.8652
No log	16.1333	242	0.7809	0.1918	0.7809	0.8837
No log	16.2667	244	0.8603	0.2632	0.8603	0.9275
No log	16.4	246	0.9149	0.2142	0.9149	0.9565
No log	16.5333	248	0.9122	0.2193	0.9122	0.9551
No log	16.6667	250	0.8466	0.2297	0.8466	0.9201
No log	16.8	252	0.7542	0.1866	0.7542	0.8685
No log	16.9333	254	0.7446	0.1866	0.7446	0.8629
No log	17.0667	256	0.8089	0.2063	0.8089	0.8994
No log	17.2	258	0.8687	0.2297	0.8687	0.9320
No log	17.3333	260	0.9356	0.2574	0.9356	0.9673
No log	17.4667	262	0.9257	0.2193	0.9257	0.9621
No log	17.6	264	0.9107	0.1914	0.9107	0.9543
No log	17.7333	266	0.9336	0.2463	0.9336	0.9662
No log	17.8667	268	1.0161	0.2308	1.0161	1.0080
No log	18.0	270	1.0146	0.2046	1.0146	1.0073
No log	18.1333	272	0.9185	0.2843	0.9185	0.9584
No log	18.2667	274	0.7775	0.2467	0.7775	0.8817
No log	18.4	276	0.7425	0.3092	0.7425	0.8617
No log	18.5333	278	0.7955	0.2692	0.7955	0.8919
No log	18.6667	280	0.9635	0.2726	0.9635	0.9816
No log	18.8	282	1.0304	0.3409	1.0304	1.0151
No log	18.9333	284	1.0295	0.3051	1.0295	1.0146
No log	19.0667	286	0.8963	0.3105	0.8963	0.9467
No log	19.2	288	0.8378	0.3105	0.8378	0.9153
No log	19.3333	290	0.8251	0.2632	0.8251	0.9084
No log	19.4667	292	0.9255	0.2726	0.9255	0.9620
No log	19.6	294	1.0158	0.2259	1.0158	1.0078
No log	19.7333	296	1.0126	0.2259	1.0126	1.0063
No log	19.8667	298	1.0104	0.2259	1.0104	1.0052
No log	20.0	300	1.0266	0.1911	1.0266	1.0132
No log	20.1333	302	1.0234	0.3051	1.0234	1.0117
No log	20.2667	304	1.0554	0.2833	1.0554	1.0273
No log	20.4	306	1.1255	0.2282	1.1255	1.0609
No log	20.5333	308	1.0872	0.2589	1.0872	1.0427
No log	20.6667	310	0.9054	0.3359	0.9054	0.9515
No log	20.8	312	0.7534	0.3127	0.7534	0.8680
No log	20.9333	314	0.7292	0.3196	0.7292	0.8540
No log	21.0667	316	0.7960	0.2352	0.7960	0.8922
No log	21.2	318	0.9405	0.2982	0.9405	0.9698
No log	21.3333	320	1.0382	0.2703	1.0382	1.0189
No log	21.4667	322	1.1177	0.2412	1.1177	1.0572
No log	21.6	324	1.1222	0.2412	1.1222	1.0594
No log	21.7333	326	1.1433	0.2903	1.1433	1.0693
No log	21.8667	328	1.1343	0.2589	1.1343	1.0650
No log	22.0	330	1.0660	0.2903	1.0660	1.0325
No log	22.1333	332	0.9509	0.3228	0.9509	0.9751
No log	22.2667	334	0.8714	0.3294	0.8714	0.9335
No log	22.4	336	0.8496	0.2904	0.8496	0.9217
No log	22.5333	338	0.9083	0.3231	0.9083	0.9531
No log	22.6667	340	1.0054	0.3170	1.0054	1.0027
No log	22.8	342	1.2000	0.2635	1.2000	1.0954
No log	22.9333	344	1.3984	0.1450	1.3984	1.1825
No log	23.0667	346	1.4536	0.1391	1.4536	1.2056
No log	23.2	348	1.2554	0.2336	1.2554	1.1204
No log	23.3333	350	0.9881	0.3347	0.9881	0.9940
No log	23.4667	352	0.8830	0.2670	0.8830	0.9397
No log	23.6	354	0.8672	0.2670	0.8672	0.9313
No log	23.7333	356	0.9156	0.2923	0.9156	0.9569
No log	23.8667	358	0.9574	0.2866	0.9574	0.9785
No log	24.0	360	0.9825	0.2866	0.9825	0.9912
No log	24.1333	362	1.0824	0.3170	1.0824	1.0404
No log	24.2667	364	1.0966	0.3170	1.0966	1.0472
No log	24.4	366	1.0244	0.3170	1.0244	1.0121
No log	24.5333	368	0.9723	0.3579	0.9723	0.9861
No log	24.6667	370	0.9142	0.2866	0.9142	0.9561
No log	24.8	372	0.9099	0.2923	0.9099	0.9539
No log	24.9333	374	0.9225	0.3473	0.9225	0.9605
No log	25.0667	376	0.8837	0.3105	0.8837	0.9401
No log	25.2	378	0.8758	0.3105	0.8758	0.9358
No log	25.3333	380	0.8923	0.3359	0.8923	0.9446
No log	25.4667	382	0.8782	0.3105	0.8782	0.9371
No log	25.6	384	0.8317	0.3169	0.8317	0.9120
No log	25.7333	386	0.8799	0.3105	0.8799	0.9380
No log	25.8667	388	0.9662	0.3938	0.9662	0.9830
No log	26.0	390	1.0112	0.2833	1.0112	1.0056
No log	26.1333	392	1.0910	0.2183	1.0910	1.0445
No log	26.2667	394	1.0949	0.2183	1.0949	1.0464
No log	26.4	396	1.0257	0.2460	1.0257	1.0128
No log	26.5333	398	0.9362	0.2923	0.9362	0.9676
No log	26.6667	400	0.8915	0.2923	0.8915	0.9442
No log	26.8	402	0.9069	0.2923	0.9069	0.9523
No log	26.9333	404	1.0482	0.1428	1.0482	1.0238
No log	27.0667	406	1.1510	0.1795	1.1510	1.0728
No log	27.2	408	1.1368	0.1795	1.1368	1.0662
No log	27.3333	410	1.1361	0.1758	1.1361	1.0659
No log	27.4667	412	1.0730	0.1795	1.0730	1.0358
No log	27.6	414	0.9219	0.2866	0.9219	0.9601
No log	27.7333	416	0.8478	0.3294	0.8478	0.9207
No log	27.8667	418	0.8343	0.3359	0.8343	0.9134
No log	28.0	420	0.8835	0.2923	0.8835	0.9400
No log	28.1333	422	0.9235	0.2923	0.9235	0.9610
No log	28.2667	424	0.8997	0.3042	0.8997	0.9485
No log	28.4	426	0.8897	0.3042	0.8897	0.9432
No log	28.5333	428	0.8170	0.2967	0.8170	0.9039
No log	28.6667	430	0.7895	0.2692	0.7895	0.8885
No log	28.8	432	0.8400	0.3425	0.8400	0.9165
No log	28.9333	434	0.9792	0.2756	0.9792	0.9896
No log	29.0667	436	1.1511	0.2141	1.1511	1.0729
No log	29.2	438	1.2232	0.1713	1.2232	1.1060
No log	29.3333	440	1.0684	0.1935	1.0684	1.0337
No log	29.4667	442	0.8412	0.2784	0.8412	0.9172
No log	29.6	444	0.7252	0.2950	0.7252	0.8516
No log	29.7333	446	0.6971	0.3166	0.6971	0.8349
No log	29.8667	448	0.7203	0.2718	0.7203	0.8487
No log	30.0	450	0.8090	0.2297	0.8090	0.8994
No log	30.1333	452	0.9137	0.2726	0.9137	0.9559
No log	30.2667	454	0.9589	0.2866	0.9589	0.9792
No log	30.4	456	1.0111	0.3051	1.0111	1.0056
No log	30.5333	458	1.0542	0.2271	1.0542	1.0267
No log	30.6667	460	1.1048	0.2141	1.1048	1.0511
No log	30.8	462	1.0345	0.2552	1.0345	1.0171
No log	30.9333	464	0.9171	0.3846	0.9171	0.9576
No log	31.0667	466	0.8095	0.2754	0.8095	0.8997
No log	31.2	468	0.7823	0.2467	0.7823	0.8845
No log	31.3333	470	0.8146	0.2632	0.8146	0.9025
No log	31.4667	472	0.8790	0.3105	0.8790	0.9375
No log	31.6	474	0.9891	0.2995	0.9891	0.9945
No log	31.7333	476	1.0979	0.1990	1.0979	1.0478
No log	31.8667	478	1.1592	0.1990	1.1592	1.0766
No log	32.0	480	1.2356	0.2183	1.2356	1.1116
No log	32.1333	482	1.2853	0.0923	1.2853	1.1337
No log	32.2667	484	1.2728	0.1233	1.2728	1.1282
No log	32.4	486	1.2317	0.2183	1.2317	1.1098
No log	32.5333	488	1.1561	0.1990	1.1561	1.0752
No log	32.6667	490	1.0215	0.2562	1.0215	1.0107
No log	32.8	492	0.9713	0.2308	0.9713	0.9855
No log	32.9333	494	0.9409	0.2410	0.9409	0.9700
No log	33.0667	496	0.9257	0.2518	0.9257	0.9621
No log	33.2	498	0.8994	0.2518	0.8994	0.9484
0.2245	33.3333	500	0.9299	0.2518	0.9299	0.9643
0.2245	33.4667	502	0.9869	0.2615	0.9869	0.9935
0.2245	33.6	504	0.9929	0.2866	0.9929	0.9965
0.2245	33.7333	506	1.0070	0.2810	1.0070	1.0035
0.2245	33.8667	508	1.0135	0.2995	1.0135	1.0067
0.2245	34.0	510	0.9863	0.3409	0.9863	0.9931
0.2245	34.1333	512	0.9985	0.3409	0.9985	0.9993
0.2245	34.2667	514	1.0725	0.2651	1.0725	1.0356
0.2245	34.4	516	1.1866	0.2084	1.1866	1.0893
0.2245	34.5333	518	1.2100	0.2223	1.2100	1.1000
0.2245	34.6667	520	1.1530	0.2166	1.1530	1.0738
0.2245	34.8	522	1.0316	0.2995	1.0316	1.0157
0.2245	34.9333	524	0.9786	0.2615	0.9786	0.9893
0.2245	35.0667	526	0.9631	0.2615	0.9631	0.9814
0.2245	35.2	528	1.0192	0.2995	1.0192	1.0095
0.2245	35.3333	530	1.0973	0.2926	1.0973	1.0475
0.2245	35.4667	532	1.0901	0.3280	1.0901	1.0441
0.2245	35.6	534	1.0604	0.3280	1.0604	1.0297
0.2245	35.7333	536	1.0246	0.3337	1.0246	1.0122
0.2245	35.8667	538	0.9842	0.2756	0.9842	0.9920
0.2245	36.0	540	0.8942	0.3105	0.8942	0.9456
0.2245	36.1333	542	0.8256	0.2409	0.8256	0.9086
0.2245	36.2667	544	0.8006	0.2171	0.8006	0.8947
0.2245	36.4	546	0.8017	0.2171	0.8017	0.8954
0.2245	36.5333	548	0.8363	0.2409	0.8363	0.9145
0.2245	36.6667	550	0.9110	0.3069	0.9110	0.9545
0.2245	36.8	552	1.0050	0.3613	1.0050	1.0025
0.2245	36.9333	554	1.0568	0.3697	1.0568	1.0280
0.2245	37.0667	556	1.0883	0.3059	1.0883	1.0432
0.2245	37.2	558	1.0511	0.3676	1.0511	1.0252
0.2245	37.3333	560	0.9607	0.3579	0.9607	0.9801
0.2245	37.4667	562	0.8641	0.3675	0.8641	0.9295
0.2245	37.6	564	0.8132	0.2632	0.8132	0.9018
0.2245	37.7333	566	0.8164	0.2063	0.8164	0.9036
0.2245	37.8667	568	0.8547	0.3169	0.8547	0.9245
0.2245	38.0	570	0.9361	0.2702	0.9361	0.9675
0.2245	38.1333	572	1.0178	0.2999	1.0178	1.0089
0.2245	38.2667	574	1.1598	0.3013	1.1598	1.0770
0.2245	38.4	576	1.2402	0.2156	1.2402	1.1137
0.2245	38.5333	578	1.2139	0.2156	1.2139	1.1018
0.2245	38.6667	580	1.1313	0.2733	1.1313	1.0636
0.2245	38.8	582	1.0601	0.3359	1.0601	1.0296
0.2245	38.9333	584	0.9923	0.3371	0.9923	0.9962
0.2245	39.0667	586	0.9298	0.2589	0.9298	0.9643
0.2245	39.2	588	0.8890	0.2574	0.8890	0.9428
0.2245	39.3333	590	0.8596	0.2967	0.8596	0.9271
0.2245	39.4667	592	0.8854	0.2463	0.8854	0.9409
0.2245	39.6	594	0.9200	0.2726	0.9200	0.9592
0.2245	39.7333	596	0.9716	0.3076	0.9716	0.9857
0.2245	39.8667	598	1.0082	0.3193	1.0082	1.0041
0.2245	40.0	600	1.0492	0.2857	1.0492	1.0243
0.2245	40.1333	602	1.0224	0.2857	1.0224	1.0111
0.2245	40.2667	604	1.0050	0.3193	1.0050	1.0025
0.2245	40.4	606	1.0009	0.3193	1.0009	1.0005
0.2245	40.5333	608	1.0044	0.3193	1.0044	1.0022
0.2245	40.6667	610	0.9655	0.3409	0.9655	0.9826
0.2245	40.8	612	0.9657	0.3051	0.9657	0.9827
0.2245	40.9333	614	0.9417	0.3051	0.9417	0.9704
0.2245	41.0667	616	0.9278	0.3409	0.9278	0.9632
0.2245	41.2	618	0.9635	0.2995	0.9635	0.9816
0.2245	41.3333	620	0.9801	0.3347	0.9801	0.9900
0.2245	41.4667	622	0.9945	0.3347	0.9945	0.9972
0.2245	41.6	624	0.9865	0.3231	0.9865	0.9932
0.2245	41.7333	626	0.9468	0.2726	0.9468	0.9730
0.2245	41.8667	628	0.9213	0.2726	0.9213	0.9598
0.2245	42.0	630	0.9232	0.2726	0.9232	0.9608
0.2245	42.1333	632	0.9784	0.3231	0.9784	0.9891
0.2245	42.2667	634	1.0538	0.3347	1.0538	1.0265
0.2245	42.4	636	1.0914	0.3516	1.0914	1.0447
0.2245	42.5333	638	1.0609	0.3516	1.0609	1.0300
0.2245	42.6667	640	0.9818	0.3347	0.9818	0.9909
0.2245	42.8	642	0.9091	0.2726	0.9091	0.9535
0.2245	42.9333	644	0.8599	0.2726	0.8599	0.9273
0.2245	43.0667	646	0.8488	0.2726	0.8488	0.9213
0.2245	43.2	648	0.8717	0.2726	0.8717	0.9337
0.2245	43.3333	650	0.8933	0.2982	0.8933	0.9451
0.2245	43.4667	652	0.9406	0.2810	0.9406	0.9698
0.2245	43.6	654	1.0093	0.3347	1.0093	1.0046
0.2245	43.7333	656	1.0590	0.2651	1.0590	1.0291
0.2245	43.8667	658	1.0647	0.2995	1.0647	1.0318
0.2245	44.0	660	1.0132	0.2810	1.0132	1.0066
0.2245	44.1333	662	0.9591	0.2923	0.9591	0.9793
0.2245	44.2667	664	0.9316	0.2726	0.9316	0.9652
0.2245	44.4	666	0.9207	0.2518	0.9207	0.9595
0.2245	44.5333	668	0.9214	0.2784	0.9214	0.9599
0.2245	44.6667	670	0.8929	0.2244	0.8929	0.9449
0.2245	44.8	672	0.8643	0.2244	0.8643	0.9297
0.2245	44.9333	674	0.8668	0.2244	0.8668	0.9310
0.2245	45.0667	676	0.8851	0.2726	0.8851	0.9408
0.2245	45.2	678	0.9101	0.2726	0.9101	0.9540
0.2245	45.3333	680	0.9005	0.2726	0.9005	0.9489
0.2245	45.4667	682	0.8908	0.2726	0.8908	0.9438
0.2245	45.6	684	0.9315	0.3294	0.9315	0.9652
0.2245	45.7333	686	1.0014	0.3347	1.0014	1.0007
0.2245	45.8667	688	1.0326	0.3110	1.0326	1.0161
0.2245	46.0	690	1.0185	0.2562	1.0185	1.0092
0.2245	46.1333	692	0.9859	0.2670	0.9859	0.9929
0.2245	46.2667	694	1.0033	0.2615	1.0033	1.0017
0.2245	46.4	696	1.0213	0.2615	1.0213	1.0106
0.2245	46.5333	698	1.0431	0.2562	1.0431	1.0213
0.2245	46.6667	700	1.0304	0.2562	1.0304	1.0151
0.2245	46.8	702	0.9942	0.2562	0.9942	0.9971
0.2245	46.9333	704	0.9834	0.2562	0.9834	0.9917
0.2245	47.0667	706	0.9406	0.2670	0.9406	0.9698
0.2245	47.2	708	0.9194	0.2670	0.9194	0.9588
0.2245	47.3333	710	0.9171	0.2670	0.9171	0.9577
0.2245	47.4667	712	0.9350	0.2670	0.9350	0.9670
0.2245	47.6	714	0.9899	0.2562	0.9899	0.9949
0.2245	47.7333	716	1.0595	0.2995	1.0595	1.0293
0.2245	47.8667	718	1.0634	0.2995	1.0634	1.0312
0.2245	48.0	720	1.0430	0.2460	1.0430	1.0213
0.2245	48.1333	722	1.0361	0.2211	1.0361	1.0179
0.2245	48.2667	724	0.9895	0.2562	0.9895	0.9948
0.2245	48.4	726	0.9646	0.2615	0.9646	0.9822
0.2245	48.5333	728	0.9535	0.2615	0.9535	0.9765
0.2245	48.6667	730	0.9401	0.2670	0.9401	0.9696
0.2245	48.8	732	0.9400	0.2670	0.9400	0.9695
0.2245	48.9333	734	0.9273	0.2670	0.9273	0.9630
0.2245	49.0667	736	0.9507	0.2615	0.9507	0.9750
0.2245	49.2	738	0.9788	0.2562	0.9788	0.9893
0.2245	49.3333	740	0.9872	0.2562	0.9872	0.9936
0.2245	49.4667	742	1.0195	0.2211	1.0195	1.0097
0.2245	49.6	744	1.0631	0.2460	1.0631	1.0311
0.2245	49.7333	746	1.1194	0.2995	1.1194	1.0580
0.2245	49.8667	748	1.1885	0.2732	1.1885	1.0902
0.2245	50.0	750	1.2304	0.2306	1.2304	1.1092
0.2245	50.1333	752	1.2248	0.2683	1.2248	1.1067
0.2245	50.2667	754	1.1422	0.1990	1.1422	1.0688
0.2245	50.4	756	1.0371	0.2460	1.0371	1.0184
0.2245	50.5333	758	0.9563	0.2562	0.9563	0.9779
0.2245	50.6667	760	0.9322	0.2670	0.9322	0.9655
0.2245	50.8	762	0.9316	0.2726	0.9316	0.9652
0.2245	50.9333	764	0.9233	0.2726	0.9233	0.9609
0.2245	51.0667	766	0.8999	0.2726	0.8999	0.9486
0.2245	51.2	768	0.8611	0.2784	0.8611	0.9280
0.2245	51.3333	770	0.8431	0.2784	0.8431	0.9182
0.2245	51.4667	772	0.8248	0.2297	0.8248	0.9082
0.2245	51.6	774	0.7954	0.2297	0.7954	0.8919
0.2245	51.7333	776	0.8012	0.2297	0.8012	0.8951
0.2245	51.8667	778	0.8011	0.2297	0.8011	0.8950
0.2245	52.0	780	0.8073	0.2297	0.8073	0.8985

Framework versions

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