ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_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: 0.6844
• Qwk: 0.3512
• Mse: 0.6844
• Rmse: 0.8273

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	0.1111	2	2.5551	-0.0109	2.5551	1.5985
No log	0.2222	4	1.9283	0.0182	1.9283	1.3886
No log	0.3333	6	1.0729	0.0704	1.0729	1.0358
No log	0.4444	8	0.7546	0.0	0.7546	0.8687
No log	0.5556	10	0.9125	0.1972	0.9125	0.9552
No log	0.6667	12	1.0378	0.0390	1.0378	1.0187
No log	0.7778	14	1.0711	-0.0245	1.0711	1.0349
No log	0.8889	16	0.9507	-0.0304	0.9507	0.9750
No log	1.0	18	0.9381	-0.0367	0.9381	0.9685
No log	1.1111	20	0.9390	0.0364	0.9390	0.9690
No log	1.2222	22	0.8984	0.0781	0.8984	0.9479
No log	1.3333	24	0.9200	0.1293	0.9200	0.9592
No log	1.4444	26	0.8780	0.1103	0.8780	0.9370
No log	1.5556	28	0.8206	0.1790	0.8206	0.9059
No log	1.6667	30	0.8688	0.1304	0.8688	0.9321
No log	1.7778	32	0.8764	0.1299	0.8764	0.9362
No log	1.8889	34	0.8502	0.2072	0.8502	0.9220
No log	2.0	36	0.9293	0.1446	0.9293	0.9640
No log	2.1111	38	0.9796	0.2522	0.9796	0.9898
No log	2.2222	40	0.9628	0.1921	0.9628	0.9812
No log	2.3333	42	0.9072	0.1266	0.9072	0.9525
No log	2.4444	44	0.9055	0.1266	0.9055	0.9516
No log	2.5556	46	0.8765	0.1816	0.8765	0.9362
No log	2.6667	48	0.8463	0.1573	0.8463	0.9199
No log	2.7778	50	0.8095	0.1684	0.8095	0.8997
No log	2.8889	52	0.7888	0.1697	0.7888	0.8881
No log	3.0	54	0.7905	0.1723	0.7905	0.8891
No log	3.1111	56	0.7938	0.1953	0.7938	0.8910
No log	3.2222	58	0.8721	0.2012	0.8721	0.9339
No log	3.3333	60	0.9197	0.2094	0.9197	0.9590
No log	3.4444	62	0.8864	0.1853	0.8864	0.9415
No log	3.5556	64	0.8292	0.2353	0.8292	0.9106
No log	3.6667	66	0.8882	0.2004	0.8882	0.9425
No log	3.7778	68	1.0816	0.2316	1.0816	1.0400
No log	3.8889	70	1.1252	0.2223	1.1252	1.0607
No log	4.0	72	1.0893	0.2516	1.0893	1.0437
No log	4.1111	74	1.0777	0.2516	1.0777	1.0381
No log	4.2222	76	1.0100	0.2192	1.0100	1.0050
No log	4.3333	78	1.0285	0.2474	1.0285	1.0141
No log	4.4444	80	1.2096	0.2134	1.2096	1.0998
No log	4.5556	82	1.3059	0.2176	1.3059	1.1427
No log	4.6667	84	1.1429	0.2846	1.1429	1.0691
No log	4.7778	86	0.9848	0.1886	0.9848	0.9924
No log	4.8889	88	0.9171	0.1793	0.9171	0.9576
No log	5.0	90	0.9118	0.1548	0.9118	0.9549
No log	5.1111	92	0.9940	0.2200	0.9940	0.9970
No log	5.2222	94	1.0983	0.2451	1.0983	1.0480
No log	5.3333	96	1.0760	0.2081	1.0760	1.0373
No log	5.4444	98	1.1351	0.1719	1.1351	1.0654
No log	5.5556	100	1.1721	0.1901	1.1721	1.0826
No log	5.6667	102	1.1548	0.2111	1.1548	1.0746
No log	5.7778	104	1.1318	0.1097	1.1318	1.0638
No log	5.8889	106	1.1065	0.1157	1.1065	1.0519
No log	6.0	108	1.0580	0.1672	1.0580	1.0286
No log	6.1111	110	1.1993	0.2191	1.1993	1.0951
No log	6.2222	112	1.0739	0.2335	1.0739	1.0363
No log	6.3333	114	0.9535	0.1374	0.9535	0.9765
No log	6.4444	116	1.0014	0.2371	1.0014	1.0007
No log	6.5556	118	1.0681	0.2003	1.0681	1.0335
No log	6.6667	120	1.2447	0.3096	1.2447	1.1156
No log	6.7778	122	1.3943	0.2421	1.3943	1.1808
No log	6.8889	124	1.3712	0.2525	1.3712	1.1710
No log	7.0	126	1.1852	0.1184	1.1852	1.0887
No log	7.1111	128	1.1280	0.1479	1.1280	1.0621
No log	7.2222	130	1.3270	0.2487	1.3270	1.1519
No log	7.3333	132	1.4637	0.2650	1.4637	1.2098
No log	7.4444	134	1.1368	0.2767	1.1368	1.0662
No log	7.5556	136	0.9970	0.3002	0.9970	0.9985
No log	7.6667	138	0.9381	0.3107	0.9381	0.9686
No log	7.7778	140	0.9908	0.2474	0.9908	0.9954
No log	7.8889	142	1.0913	0.2794	1.0913	1.0446
No log	8.0	144	0.9479	0.3298	0.9479	0.9736
No log	8.1111	146	0.9017	0.2410	0.9017	0.9496
No log	8.2222	148	0.8992	0.3277	0.8992	0.9483
No log	8.3333	150	0.9332	0.3267	0.9332	0.9660
No log	8.4444	152	1.0739	0.2992	1.0739	1.0363
No log	8.5556	154	1.0683	0.2707	1.0683	1.0336
No log	8.6667	156	0.9661	0.2514	0.9661	0.9829
No log	8.7778	158	0.9674	0.2949	0.9674	0.9836
No log	8.8889	160	0.9629	0.2795	0.9629	0.9813
No log	9.0	162	0.9698	0.2845	0.9698	0.9848
No log	9.1111	164	1.0567	0.2614	1.0567	1.0280
No log	9.2222	166	1.2506	0.2650	1.2506	1.1183
No log	9.3333	168	1.2442	0.2771	1.2442	1.1155
No log	9.4444	170	1.0898	0.1899	1.0898	1.0439
No log	9.5556	172	0.9371	0.1859	0.9371	0.9680
No log	9.6667	174	0.8755	0.2514	0.8755	0.9357
No log	9.7778	176	0.8524	0.2273	0.8524	0.9233
No log	9.8889	178	0.8475	0.2528	0.8475	0.9206
No log	10.0	180	0.9488	0.2975	0.9488	0.9741
No log	10.1111	182	0.9153	0.2628	0.9153	0.9567
No log	10.2222	184	0.8626	0.3084	0.8626	0.9288
No log	10.3333	186	0.8361	0.3433	0.8361	0.9144
No log	10.4444	188	0.8389	0.3198	0.8389	0.9159
No log	10.5556	190	0.8271	0.3198	0.8271	0.9094
No log	10.6667	192	0.8386	0.2747	0.8386	0.9158
No log	10.7778	194	0.8406	0.2693	0.8406	0.9168
No log	10.8889	196	0.8642	0.2533	0.8642	0.9296
No log	11.0	198	0.9900	0.2547	0.9900	0.9950
No log	11.1111	200	1.3083	0.2866	1.3083	1.1438
No log	11.2222	202	1.4687	0.2087	1.4687	1.2119
No log	11.3333	204	1.3623	0.2631	1.3623	1.1672
No log	11.4444	206	1.0894	0.2614	1.0894	1.0438
No log	11.5556	208	0.9410	0.2386	0.9410	0.9700
No log	11.6667	210	0.9309	0.1806	0.9309	0.9648
No log	11.7778	212	0.9979	0.2038	0.9979	0.9990
No log	11.8889	214	1.0760	0.2557	1.0760	1.0373
No log	12.0	216	1.1090	0.2636	1.1090	1.0531
No log	12.1111	218	1.0459	0.1993	1.0459	1.0227
No log	12.2222	220	1.0047	0.2319	1.0047	1.0023
No log	12.3333	222	0.9843	0.1945	0.9843	0.9921
No log	12.4444	224	0.9892	0.2008	0.9892	0.9946
No log	12.5556	226	0.9451	0.2407	0.9451	0.9722
No log	12.6667	228	0.9562	0.2345	0.9562	0.9779
No log	12.7778	230	0.9792	0.2610	0.9792	0.9896
No log	12.8889	232	0.9448	0.3117	0.9448	0.9720
No log	13.0	234	1.0222	0.2388	1.0222	1.0110
No log	13.1111	236	1.1443	0.2769	1.1443	1.0697
No log	13.2222	238	1.0622	0.2086	1.0622	1.0306
No log	13.3333	240	0.9882	0.1890	0.9882	0.9941
No log	13.4444	242	0.9841	0.2557	0.9841	0.9920
No log	13.5556	244	0.9619	0.2557	0.9619	0.9807
No log	13.6667	246	0.9451	0.1903	0.9451	0.9722
No log	13.7778	248	1.0393	0.1873	1.0393	1.0195
No log	13.8889	250	1.2073	0.3212	1.2073	1.0988
No log	14.0	252	1.1129	0.2465	1.1129	1.0549
No log	14.1111	254	0.8830	0.2116	0.8830	0.9397
No log	14.2222	256	0.8036	0.3018	0.8036	0.8964
No log	14.3333	258	0.8497	0.2268	0.8497	0.9218
No log	14.4444	260	0.8216	0.3605	0.8216	0.9064
No log	14.5556	262	0.8185	0.3161	0.8185	0.9047
No log	14.6667	264	1.0043	0.2405	1.0043	1.0021
No log	14.7778	266	1.1289	0.2244	1.1289	1.0625
No log	14.8889	268	1.0376	0.2386	1.0376	1.0186
No log	15.0	270	0.9245	0.2305	0.9245	0.9615
No log	15.1111	272	0.9140	0.2434	0.9140	0.9560
No log	15.2222	274	0.9491	0.1779	0.9491	0.9742
No log	15.3333	276	1.0030	0.1525	1.0030	1.0015
No log	15.4444	278	1.0911	0.2544	1.0911	1.0446
No log	15.5556	280	1.1165	0.2769	1.1165	1.0566
No log	15.6667	282	1.0905	0.1837	1.0905	1.0443
No log	15.7778	284	1.0875	0.1837	1.0875	1.0428
No log	15.8889	286	1.1339	0.2501	1.1339	1.0649
No log	16.0	288	1.1588	0.2723	1.1588	1.0765
No log	16.1111	290	1.2207	0.1566	1.2207	1.1049
No log	16.2222	292	1.1342	0.2273	1.1342	1.0650
No log	16.3333	294	1.0222	0.2360	1.0222	1.0110
No log	16.4444	296	0.9745	0.2333	0.9745	0.9872
No log	16.5556	298	0.9647	0.1652	0.9647	0.9822
No log	16.6667	300	1.0365	0.2117	1.0365	1.0181
No log	16.7778	302	1.1413	0.2571	1.1413	1.0683
No log	16.8889	304	1.1409	0.2571	1.1409	1.0682
No log	17.0	306	1.0432	0.2537	1.0432	1.0214
No log	17.1111	308	0.9731	0.1777	0.9731	0.9865
No log	17.2222	310	0.9218	0.1632	0.9218	0.9601
No log	17.3333	312	0.9079	0.1406	0.9079	0.9529
No log	17.4444	314	0.9252	0.1888	0.9252	0.9619
No log	17.5556	316	0.9818	0.2066	0.9818	0.9908
No log	17.6667	318	1.0933	0.2424	1.0933	1.0456
No log	17.7778	320	1.0855	0.2208	1.0855	1.0419
No log	17.8889	322	0.9083	0.2173	0.9083	0.9530
No log	18.0	324	0.7925	0.2594	0.7925	0.8902
No log	18.1111	326	0.7648	0.1803	0.7648	0.8745
No log	18.2222	328	0.7648	0.2098	0.7648	0.8745
No log	18.3333	330	0.7499	0.1754	0.7499	0.8660
No log	18.4444	332	0.7751	0.3689	0.7751	0.8804
No log	18.5556	334	0.8452	0.2993	0.8452	0.9194
No log	18.6667	336	0.8429	0.2993	0.8429	0.9181
No log	18.7778	338	0.8601	0.2993	0.8601	0.9274
No log	18.8889	340	0.8063	0.3724	0.8063	0.8979
No log	19.0	342	0.8187	0.2252	0.8187	0.9048
No log	19.1111	344	0.8680	0.2310	0.8680	0.9317
No log	19.2222	346	0.8460	0.2769	0.8460	0.9198
No log	19.3333	348	0.8970	0.2822	0.8970	0.9471
No log	19.4444	350	1.0207	0.2681	1.0207	1.0103
No log	19.5556	352	0.9938	0.2310	0.9938	0.9969
No log	19.6667	354	0.9347	0.1983	0.9347	0.9668
No log	19.7778	356	0.8843	0.2173	0.8843	0.9404
No log	19.8889	358	0.8803	0.1364	0.8803	0.9382
No log	20.0	360	0.9164	0.2873	0.9164	0.9573
No log	20.1111	362	1.0093	0.2865	1.0093	1.0046
No log	20.2222	364	1.1257	0.2831	1.1257	1.0610
No log	20.3333	366	1.0693	0.2792	1.0693	1.0341
No log	20.4444	368	0.9975	0.2975	0.9975	0.9987
No log	20.5556	370	0.9622	0.3003	0.9622	0.9809
No log	20.6667	372	0.8534	0.2354	0.8534	0.9238
No log	20.7778	374	0.8048	0.2605	0.8048	0.8971
No log	20.8889	376	0.7942	0.3222	0.7942	0.8912
No log	21.0	378	0.8017	0.3043	0.8017	0.8954
No log	21.1111	380	0.8219	0.2594	0.8219	0.9066
No log	21.2222	382	0.9096	0.2891	0.9096	0.9538
No log	21.3333	384	1.0747	0.3205	1.0747	1.0367
No log	21.4444	386	1.0556	0.3176	1.0556	1.0274
No log	21.5556	388	0.9561	0.3341	0.9561	0.9778
No log	21.6667	390	0.8348	0.3143	0.8348	0.9137
No log	21.7778	392	0.7940	0.3882	0.7940	0.8911
No log	21.8889	394	0.7995	0.2956	0.7995	0.8941
No log	22.0	396	0.8700	0.2493	0.8700	0.9327
No log	22.1111	398	0.8442	0.2420	0.8442	0.9188
No log	22.2222	400	0.8327	0.2471	0.8327	0.9125
No log	22.3333	402	0.8111	0.2835	0.8111	0.9006
No log	22.4444	404	0.7569	0.3643	0.7569	0.8700
No log	22.5556	406	0.7319	0.2862	0.7319	0.8555
No log	22.6667	408	0.7496	0.2799	0.7496	0.8658
No log	22.7778	410	0.7603	0.3578	0.7603	0.8719
No log	22.8889	412	0.7922	0.4073	0.7922	0.8900
No log	23.0	414	0.8512	0.2931	0.8512	0.9226
No log	23.1111	416	0.9008	0.2493	0.9008	0.9491
No log	23.2222	418	0.9542	0.2097	0.9542	0.9769
No log	23.3333	420	0.9116	0.2228	0.9116	0.9548
No log	23.4444	422	0.8094	0.3417	0.8094	0.8997
No log	23.5556	424	0.7460	0.3643	0.7460	0.8637
No log	23.6667	426	0.7600	0.3643	0.7600	0.8718
No log	23.7778	428	0.8399	0.4116	0.8399	0.9164
No log	23.8889	430	0.9456	0.2886	0.9456	0.9724
No log	24.0	432	0.8970	0.3492	0.8970	0.9471
No log	24.1111	434	0.8388	0.3720	0.8388	0.9158
No log	24.2222	436	0.8021	0.4183	0.8021	0.8956
No log	24.3333	438	0.7519	0.4268	0.7519	0.8671
No log	24.4444	440	0.7353	0.3645	0.7353	0.8575
No log	24.5556	442	0.7202	0.3645	0.7202	0.8486
No log	24.6667	444	0.7341	0.3910	0.7341	0.8568
No log	24.7778	446	0.8355	0.3586	0.8355	0.9140
No log	24.8889	448	0.8963	0.3195	0.8963	0.9467
No log	25.0	450	0.8433	0.3565	0.8433	0.9183
No log	25.1111	452	0.7441	0.4227	0.7441	0.8626
No log	25.2222	454	0.6898	0.3691	0.6898	0.8305
No log	25.3333	456	0.6822	0.3645	0.6822	0.8259
No log	25.4444	458	0.6799	0.3645	0.6799	0.8246
No log	25.5556	460	0.7013	0.3933	0.7013	0.8374
No log	25.6667	462	0.7398	0.3931	0.7398	0.8601
No log	25.7778	464	0.7191	0.4023	0.7191	0.8480
No log	25.8889	466	0.7332	0.4023	0.7332	0.8563
No log	26.0	468	0.7756	0.4374	0.7756	0.8807
No log	26.1111	470	0.7752	0.4155	0.7752	0.8804
No log	26.2222	472	0.7400	0.4094	0.7400	0.8602
No log	26.3333	474	0.7372	0.3861	0.7372	0.8586
No log	26.4444	476	0.7699	0.4413	0.7699	0.8774
No log	26.5556	478	0.8326	0.3883	0.8326	0.9125
No log	26.6667	480	0.8249	0.3883	0.8249	0.9082
No log	26.7778	482	0.7821	0.3746	0.7821	0.8843
No log	26.8889	484	0.7440	0.4094	0.7440	0.8626
No log	27.0	486	0.7370	0.4094	0.7370	0.8585
No log	27.1111	488	0.7580	0.4094	0.7580	0.8706
No log	27.2222	490	0.7792	0.4073	0.7792	0.8827
No log	27.3333	492	0.8172	0.3316	0.8172	0.9040
No log	27.4444	494	0.8473	0.2937	0.8473	0.9205
No log	27.5556	496	0.8328	0.3001	0.8328	0.9126
No log	27.6667	498	0.8118	0.2808	0.8118	0.9010
0.2633	27.7778	500	0.7900	0.2835	0.7900	0.8888
0.2633	27.8889	502	0.8334	0.2749	0.8334	0.9129
0.2633	28.0	504	0.8498	0.2931	0.8498	0.9219
0.2633	28.1111	506	0.8924	0.2902	0.8924	0.9447
0.2633	28.2222	508	1.0053	0.3341	1.0053	1.0027
0.2633	28.3333	510	1.0878	0.3453	1.0878	1.0430
0.2633	28.4444	512	1.0864	0.3378	1.0864	1.0423
0.2633	28.5556	514	0.9426	0.3879	0.9426	0.9709
0.2633	28.6667	516	0.8740	0.3838	0.8740	0.9349
0.2633	28.7778	518	0.8291	0.4086	0.8291	0.9105
0.2633	28.8889	520	0.7939	0.4137	0.7939	0.8910
0.2633	29.0	522	0.7716	0.4137	0.7716	0.8784
0.2633	29.1111	524	0.7560	0.4086	0.7560	0.8695
0.2633	29.2222	526	0.7549	0.3155	0.7549	0.8688
0.2633	29.3333	528	0.7744	0.4037	0.7744	0.8800
0.2633	29.4444	530	0.8198	0.3616	0.8198	0.9054
0.2633	29.5556	532	0.8663	0.4439	0.8663	0.9308
0.2633	29.6667	534	0.8282	0.3775	0.8282	0.9101
0.2633	29.7778	536	0.7808	0.3247	0.7808	0.8836
0.2633	29.8889	538	0.7464	0.3622	0.7464	0.8640
0.2633	30.0	540	0.7256	0.3622	0.7256	0.8518
0.2633	30.1111	542	0.7102	0.3691	0.7102	0.8427
0.2633	30.2222	544	0.7096	0.3360	0.7096	0.8424
0.2633	30.3333	546	0.6980	0.3122	0.6980	0.8355
0.2633	30.4444	548	0.6972	0.3691	0.6972	0.8350
0.2633	30.5556	550	0.7220	0.4094	0.7220	0.8497
0.2633	30.6667	552	0.7917	0.4271	0.7917	0.8898
0.2633	30.7778	554	0.7839	0.4271	0.7839	0.8854
0.2633	30.8889	556	0.7321	0.4044	0.7321	0.8556
0.2633	31.0	558	0.7111	0.3906	0.7111	0.8432
0.2633	31.1111	560	0.7237	0.3308	0.7237	0.8507
0.2633	31.2222	562	0.7361	0.3541	0.7361	0.8579
0.2633	31.3333	564	0.7436	0.4158	0.7436	0.8623
0.2633	31.4444	566	0.7552	0.4086	0.7552	0.8690
0.2633	31.5556	568	0.7607	0.3512	0.7607	0.8722
0.2633	31.6667	570	0.8078	0.3593	0.8078	0.8988
0.2633	31.7778	572	0.8973	0.3251	0.8973	0.9472
0.2633	31.8889	574	0.9289	0.3679	0.9289	0.9638
0.2633	32.0	576	0.9306	0.3679	0.9306	0.9647
0.2633	32.1111	578	0.8485	0.3307	0.8485	0.9212
0.2633	32.2222	580	0.7463	0.3401	0.7463	0.8639
0.2633	32.3333	582	0.7172	0.3485	0.7172	0.8469
0.2633	32.4444	584	0.7112	0.3485	0.7112	0.8433
0.2633	32.5556	586	0.7248	0.3366	0.7248	0.8513
0.2633	32.6667	588	0.7583	0.3417	0.7583	0.8708
0.2633	32.7778	590	0.7696	0.3417	0.7696	0.8773
0.2633	32.8889	592	0.7951	0.2695	0.7951	0.8917
0.2633	33.0	594	0.7970	0.3111	0.7970	0.8928
0.2633	33.1111	596	0.7798	0.3111	0.7798	0.8831
0.2633	33.2222	598	0.7486	0.3161	0.7486	0.8652
0.2633	33.3333	600	0.7233	0.3350	0.7233	0.8505
0.2633	33.4444	602	0.7141	0.3645	0.7141	0.8450
0.2633	33.5556	604	0.7206	0.3645	0.7206	0.8489
0.2633	33.6667	606	0.7428	0.3554	0.7428	0.8619
0.2633	33.7778	608	0.8006	0.3818	0.8006	0.8947
0.2633	33.8889	610	0.7951	0.3775	0.7951	0.8917
0.2633	34.0	612	0.7562	0.3512	0.7562	0.8696
0.2633	34.1111	614	0.7225	0.3645	0.7225	0.8500
0.2633	34.2222	616	0.7169	0.3906	0.7169	0.8467
0.2633	34.3333	618	0.7338	0.3645	0.7338	0.8566
0.2633	34.4444	620	0.7751	0.3514	0.7751	0.8804
0.2633	34.5556	622	0.7563	0.3472	0.7563	0.8697
0.2633	34.6667	624	0.7356	0.3928	0.7356	0.8577
0.2633	34.7778	626	0.7311	0.4179	0.7311	0.8551
0.2633	34.8889	628	0.7246	0.3601	0.7246	0.8512
0.2633	35.0	630	0.7485	0.3638	0.7485	0.8652
0.2633	35.1111	632	0.7931	0.4135	0.7931	0.8906
0.2633	35.2222	634	0.7798	0.3754	0.7798	0.8830
0.2633	35.3333	636	0.7310	0.3247	0.7310	0.8550
0.2633	35.4444	638	0.7028	0.3247	0.7028	0.8383
0.2633	35.5556	640	0.6893	0.3691	0.6893	0.8303
0.2633	35.6667	642	0.7039	0.3285	0.7039	0.8390
0.2633	35.7778	644	0.7242	0.3482	0.7242	0.8510
0.2633	35.8889	646	0.7030	0.3813	0.7030	0.8385
0.2633	36.0	648	0.6980	0.3813	0.6980	0.8355
0.2633	36.1111	650	0.7021	0.4314	0.7021	0.8379
0.2633	36.2222	652	0.7139	0.4234	0.7139	0.8449
0.2633	36.3333	654	0.7055	0.3864	0.7055	0.8399
0.2633	36.4444	656	0.7219	0.3864	0.7219	0.8496
0.2633	36.5556	658	0.7440	0.3482	0.7440	0.8626
0.2633	36.6667	660	0.7445	0.3111	0.7445	0.8628
0.2633	36.7778	662	0.7139	0.3816	0.7139	0.8449
0.2633	36.8889	664	0.6963	0.4094	0.6963	0.8345
0.2633	37.0	666	0.7137	0.3974	0.7137	0.8448
0.2633	37.1111	668	0.7374	0.3401	0.7374	0.8587
0.2633	37.2222	670	0.7756	0.3447	0.7756	0.8807
0.2633	37.3333	672	0.8015	0.3526	0.8015	0.8953
0.2633	37.4444	674	0.7620	0.3865	0.7620	0.8729
0.2633	37.5556	676	0.6835	0.3816	0.6835	0.8267
0.2633	37.6667	678	0.6496	0.3787	0.6496	0.8060
0.2633	37.7778	680	0.6414	0.3691	0.6414	0.8009
0.2633	37.8889	682	0.6414	0.3442	0.6414	0.8009
0.2633	38.0	684	0.6602	0.3814	0.6602	0.8125
0.2633	38.1111	686	0.6785	0.3680	0.6785	0.8237
0.2633	38.2222	688	0.7495	0.3701	0.7495	0.8657
0.2633	38.3333	690	0.8222	0.4257	0.8222	0.9067
0.2633	38.4444	692	0.8395	0.4257	0.8395	0.9162
0.2633	38.5556	694	0.7905	0.4063	0.7905	0.8891
0.2633	38.6667	696	0.7254	0.3339	0.7254	0.8517
0.2633	38.7778	698	0.6475	0.3814	0.6475	0.8047
0.2633	38.8889	700	0.6306	0.4029	0.6306	0.7941
0.2633	39.0	702	0.6319	0.4194	0.6319	0.7949
0.2633	39.1111	704	0.6525	0.3865	0.6525	0.8078
0.2633	39.2222	706	0.7013	0.3688	0.7013	0.8374
0.2633	39.3333	708	0.7932	0.3955	0.7932	0.8906
0.2633	39.4444	710	0.8773	0.3312	0.8773	0.9366
0.2633	39.5556	712	0.8732	0.3312	0.8732	0.9344
0.2633	39.6667	714	0.8182	0.4031	0.8182	0.9046
0.2633	39.7778	716	0.7515	0.3266	0.7515	0.8669
0.2633	39.8889	718	0.7197	0.3995	0.7197	0.8484
0.2633	40.0	720	0.7212	0.3995	0.7212	0.8493
0.2633	40.1111	722	0.7099	0.3746	0.7099	0.8426
0.2633	40.2222	724	0.7117	0.3724	0.7117	0.8436
0.2633	40.3333	726	0.7259	0.3746	0.7259	0.8520
0.2633	40.4444	728	0.7517	0.3842	0.7517	0.8670
0.2633	40.5556	730	0.7687	0.3842	0.7687	0.8767
0.2633	40.6667	732	0.7677	0.3842	0.7677	0.8762
0.2633	40.7778	734	0.7470	0.4183	0.7470	0.8643
0.2633	40.8889	736	0.7011	0.4207	0.7011	0.8373
0.2633	41.0	738	0.6501	0.3714	0.6501	0.8063
0.2633	41.1111	740	0.6304	0.4059	0.6304	0.7940
0.2633	41.2222	742	0.6304	0.4114	0.6304	0.7940
0.2633	41.3333	744	0.6342	0.4059	0.6342	0.7964
0.2633	41.4444	746	0.6418	0.3667	0.6418	0.8011
0.2633	41.5556	748	0.6472	0.3762	0.6472	0.8045
0.2633	41.6667	750	0.6594	0.3884	0.6594	0.8120
0.2633	41.7778	752	0.6933	0.3974	0.6933	0.8327
0.2633	41.8889	754	0.7474	0.3775	0.7474	0.8645
0.2633	42.0	756	0.7932	0.3432	0.7932	0.8906
0.2633	42.1111	758	0.8089	0.3821	0.8089	0.8994
0.2633	42.2222	760	0.7896	0.3175	0.7896	0.8886
0.2633	42.3333	762	0.7681	0.3349	0.7681	0.8764
0.2633	42.4444	764	0.7481	0.3386	0.7481	0.8649
0.2633	42.5556	766	0.7288	0.3489	0.7288	0.8537
0.2633	42.6667	768	0.7355	0.3441	0.7355	0.8576
0.2633	42.7778	770	0.7505	0.3111	0.7505	0.8663
0.2633	42.8889	772	0.7916	0.3026	0.7916	0.8897
0.2633	43.0	774	0.8246	0.2670	0.8246	0.9081
0.2633	43.1111	776	0.8165	0.2670	0.8165	0.9036
0.2633	43.2222	778	0.7812	0.3111	0.7812	0.8839
0.2633	43.3333	780	0.7783	0.3076	0.7783	0.8822
0.2633	43.4444	782	0.7379	0.3769	0.7379	0.8590
0.2633	43.5556	784	0.7167	0.3512	0.7167	0.8466
0.2633	43.6667	786	0.7214	0.3974	0.7214	0.8494
0.2633	43.7778	788	0.7374	0.3974	0.7374	0.8587
0.2633	43.8889	790	0.7463	0.3658	0.7463	0.8639
0.2633	44.0	792	0.7461	0.3401	0.7461	0.8638
0.2633	44.1111	794	0.7370	0.3441	0.7370	0.8585
0.2633	44.2222	796	0.7325	0.3482	0.7325	0.8558
0.2633	44.3333	798	0.7312	0.3441	0.7312	0.8551
0.2633	44.4444	800	0.7208	0.3769	0.7208	0.8490
0.2633	44.5556	802	0.7170	0.3769	0.7170	0.8468
0.2633	44.6667	804	0.7131	0.3769	0.7131	0.8445
0.2633	44.7778	806	0.7084	0.3598	0.7084	0.8417
0.2633	44.8889	808	0.7129	0.3554	0.7129	0.8443
0.2633	45.0	810	0.7157	0.3792	0.7157	0.8460
0.2633	45.1111	812	0.7268	0.3401	0.7268	0.8525
0.2633	45.2222	814	0.7490	0.3441	0.7490	0.8655
0.2633	45.3333	816	0.7402	0.3482	0.7402	0.8604
0.2633	45.4444	818	0.7141	0.3482	0.7141	0.8451
0.2633	45.5556	820	0.6822	0.3506	0.6822	0.8260
0.2633	45.6667	822	0.6566	0.3667	0.6566	0.8103
0.2633	45.7778	824	0.6513	0.3417	0.6513	0.8070
0.2633	45.8889	826	0.6569	0.3667	0.6569	0.8105
0.2633	46.0	828	0.6760	0.3887	0.6760	0.8222
0.2633	46.1111	830	0.6990	0.3441	0.6990	0.8361
0.2633	46.2222	832	0.6938	0.3441	0.6938	0.8330
0.2633	46.3333	834	0.6935	0.3724	0.6935	0.8328
0.2633	46.4444	836	0.6909	0.3680	0.6909	0.8312
0.2633	46.5556	838	0.7152	0.3616	0.7152	0.8457
0.2633	46.6667	840	0.7448	0.3658	0.7448	0.8630
0.2633	46.7778	842	0.7861	0.4404	0.7861	0.8866
0.2633	46.8889	844	0.7853	0.4217	0.7853	0.8862
0.2633	47.0	846	0.7483	0.3368	0.7483	0.8650
0.2633	47.1111	848	0.7344	0.2839	0.7344	0.8570
0.2633	47.2222	850	0.7380	0.2839	0.7380	0.8591
0.2633	47.3333	852	0.7704	0.3344	0.7704	0.8777
0.2633	47.4444	854	0.8045	0.2643	0.8045	0.8969
0.2633	47.5556	856	0.8225	0.2912	0.8225	0.9069
0.2633	47.6667	858	0.7939	0.3279	0.7939	0.8910
0.2633	47.7778	860	0.7401	0.4073	0.7401	0.8603
0.2633	47.8889	862	0.6897	0.3814	0.6897	0.8305
0.2633	48.0	864	0.6740	0.3578	0.6740	0.8210
0.2633	48.1111	866	0.6728	0.3910	0.6728	0.8203
0.2633	48.2222	868	0.6814	0.3643	0.6814	0.8255
0.2633	48.3333	870	0.6768	0.3643	0.6768	0.8227
0.2633	48.4444	872	0.6463	0.3460	0.6463	0.8039
0.2633	48.5556	874	0.6287	0.3939	0.6287	0.7929
0.2633	48.6667	876	0.6249	0.3939	0.6249	0.7905
0.2633	48.7778	878	0.6218	0.3939	0.6218	0.7885
0.2633	48.8889	880	0.6249	0.3939	0.6249	0.7905
0.2633	49.0	882	0.6408	0.3714	0.6408	0.8005
0.2633	49.1111	884	0.6624	0.3643	0.6624	0.8139
0.2633	49.2222	886	0.7281	0.4251	0.7281	0.8533
0.2633	49.3333	888	0.8026	0.4789	0.8026	0.8959
0.2633	49.4444	890	0.8396	0.3747	0.8396	0.9163
0.2633	49.5556	892	0.8509	0.3942	0.8509	0.9224
0.2633	49.6667	894	0.7933	0.4789	0.7933	0.8907
0.2633	49.7778	896	0.7144	0.3465	0.7144	0.8452
0.2633	49.8889	898	0.6675	0.3814	0.6675	0.8170
0.2633	50.0	900	0.6571	0.3836	0.6571	0.8106
0.2633	50.1111	902	0.6628	0.3836	0.6628	0.8141
0.2633	50.2222	904	0.6811	0.3814	0.6811	0.8253
0.2633	50.3333	906	0.7273	0.3425	0.7273	0.8528
0.2633	50.4444	908	0.8233	0.3805	0.8233	0.9074
0.2633	50.5556	910	0.9486	0.3829	0.9486	0.9740
0.2633	50.6667	912	0.9711	0.3864	0.9711	0.9854
0.2633	50.7778	914	0.8963	0.3741	0.8963	0.9467
0.2633	50.8889	916	0.8053	0.4732	0.8053	0.8974
0.2633	51.0	918	0.7317	0.4073	0.7317	0.8554
0.2633	51.1111	920	0.7035	0.3910	0.7035	0.8388
0.2633	51.2222	922	0.7023	0.3910	0.7023	0.8380
0.2633	51.3333	924	0.7234	0.3549	0.7234	0.8505
0.2633	51.4444	926	0.7380	0.3569	0.7380	0.8591
0.2633	51.5556	928	0.7712	0.3844	0.7712	0.8782
0.2633	51.6667	930	0.7750	0.3844	0.7750	0.8804
0.2633	51.7778	932	0.7540	0.3458	0.7540	0.8684
0.2633	51.8889	934	0.7217	0.3887	0.7217	0.8495
0.2633	52.0	936	0.6942	0.3910	0.6942	0.8332
0.2633	52.1111	938	0.6791	0.3861	0.6791	0.8241
0.2633	52.2222	940	0.6788	0.3910	0.6788	0.8239
0.2633	52.3333	942	0.6862	0.3643	0.6862	0.8284
0.2633	52.4444	944	0.6935	0.3643	0.6935	0.8328
0.2633	52.5556	946	0.7177	0.3643	0.7177	0.8472
0.2633	52.6667	948	0.7736	0.3463	0.7736	0.8795
0.2633	52.7778	950	0.8121	0.3583	0.8121	0.9012
0.2633	52.8889	952	0.8197	0.4002	0.8197	0.9054
0.2633	53.0	954	0.8586	0.3728	0.8586	0.9266
0.2633	53.1111	956	0.8844	0.3300	0.8844	0.9404
0.2633	53.2222	958	0.8442	0.3355	0.8442	0.9188
0.2633	53.3333	960	0.7689	0.3711	0.7689	0.8769
0.2633	53.4444	962	0.7110	0.3506	0.7110	0.8432
0.2633	53.5556	964	0.6836	0.3910	0.6836	0.8268
0.2633	53.6667	966	0.6832	0.3910	0.6832	0.8265
0.2633	53.7778	968	0.6841	0.3910	0.6841	0.8271
0.2633	53.8889	970	0.6798	0.3984	0.6798	0.8245
0.2633	54.0	972	0.6736	0.3984	0.6736	0.8207
0.2633	54.1111	974	0.6624	0.3984	0.6624	0.8139
0.2633	54.2222	976	0.6684	0.3984	0.6684	0.8175
0.2633	54.3333	978	0.6762	0.3714	0.6762	0.8223
0.2633	54.4444	980	0.6595	0.3460	0.6595	0.8121
0.2633	54.5556	982	0.6514	0.3603	0.6514	0.8071
0.2633	54.6667	984	0.6513	0.3603	0.6513	0.8070
0.2633	54.7778	986	0.6526	0.3603	0.6526	0.8078
0.2633	54.8889	988	0.6592	0.3862	0.6592	0.8119
0.2633	55.0	990	0.6744	0.3714	0.6744	0.8212
0.2633	55.1111	992	0.7151	0.3931	0.7151	0.8456
0.2633	55.2222	994	0.7638	0.4390	0.7638	0.8739
0.2633	55.3333	996	0.8420	0.4158	0.8420	0.9176
0.2633	55.4444	998	0.8522	0.4158	0.8522	0.9231
0.0549	55.5556	1000	0.8137	0.4339	0.8137	0.9020
0.0549	55.6667	1002	0.7467	0.4390	0.7467	0.8641
0.0549	55.7778	1004	0.6952	0.3448	0.6952	0.8338
0.0549	55.8889	1006	0.6846	0.3512	0.6846	0.8274
0.0549	56.0	1008	0.6770	0.3884	0.6770	0.8228
0.0549	56.1111	1010	0.6743	0.3884	0.6743	0.8211
0.0549	56.2222	1012	0.6844	0.3512	0.6844	0.8273

Framework versions

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