ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_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: 0.9957
• Qwk: -0.1536
• Mse: 0.9957
• Rmse: 0.9978

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	0.0526	2	4.0237	-0.0082	4.0237	2.0059
No log	0.1053	4	2.3187	0.0229	2.3187	1.5227
No log	0.1579	6	2.0156	0.0304	2.0156	1.4197
No log	0.2105	8	1.5780	0.0962	1.5780	1.2562
No log	0.2632	10	1.1056	-0.0133	1.1056	1.0515
No log	0.3158	12	0.9212	-0.0571	0.9212	0.9598
No log	0.3684	14	1.0904	-0.0117	1.0904	1.0442
No log	0.4211	16	1.5017	0.0032	1.5017	1.2255
No log	0.4737	18	1.1960	0.0065	1.1960	1.0936
No log	0.5263	20	0.7190	0.0909	0.7190	0.8479
No log	0.5789	22	0.6796	0.0	0.6796	0.8244
No log	0.6316	24	0.6860	0.0	0.6860	0.8283
No log	0.6842	26	0.7892	-0.0351	0.7892	0.8884
No log	0.7368	28	1.1039	-0.0468	1.1039	1.0507
No log	0.7895	30	1.0425	-0.0149	1.0425	1.0210
No log	0.8421	32	0.9608	0.0305	0.9608	0.9802
No log	0.8947	34	0.7242	0.0506	0.7242	0.8510
No log	0.9474	36	0.6985	-0.0035	0.6985	0.8358
No log	1.0	38	0.6698	-0.0035	0.6698	0.8184
No log	1.0526	40	0.7021	-0.0035	0.7021	0.8379
No log	1.1053	42	0.8220	-0.1249	0.8220	0.9066
No log	1.1579	44	0.9064	-0.1660	0.9064	0.9520
No log	1.2105	46	1.1058	0.0176	1.1058	1.0516
No log	1.2632	48	0.8730	-0.1257	0.8730	0.9343
No log	1.3158	50	0.8626	-0.1695	0.8626	0.9287
No log	1.3684	52	1.1683	0.0083	1.1683	1.0809
No log	1.4211	54	1.2742	-0.0490	1.2742	1.1288
No log	1.4737	56	1.0315	-0.0031	1.0315	1.0156
No log	1.5263	58	0.7552	-0.0131	0.7552	0.8690
No log	1.5789	60	0.6878	0.0	0.6878	0.8293
No log	1.6316	62	0.6929	0.0555	0.6929	0.8324
No log	1.6842	64	0.8309	-0.0309	0.8309	0.9116
No log	1.7368	66	1.0222	0.0680	1.0222	1.0110
No log	1.7895	68	0.7754	-0.1738	0.7754	0.8806
No log	1.8421	70	0.7237	0.0	0.7237	0.8507
No log	1.8947	72	0.7298	-0.0520	0.7298	0.8543
No log	1.9474	74	0.7405	0.0	0.7405	0.8605
No log	2.0	76	0.9241	-0.0408	0.9241	0.9613
No log	2.0526	78	0.9422	-0.0459	0.9422	0.9706
No log	2.1053	80	0.7841	-0.0595	0.7841	0.8855
No log	2.1579	82	0.7926	-0.0473	0.7926	0.8903
No log	2.2105	84	0.8018	-0.1106	0.8018	0.8955
No log	2.2632	86	0.8282	-0.0195	0.8282	0.9101
No log	2.3158	88	0.8122	-0.0595	0.8122	0.9012
No log	2.3684	90	0.9747	0.0293	0.9747	0.9873
No log	2.4211	92	0.9112	0.0118	0.9112	0.9546
No log	2.4737	94	0.8697	-0.0678	0.8697	0.9326
No log	2.5263	96	0.8738	0.0271	0.8738	0.9348
No log	2.5789	98	0.7934	-0.0493	0.7934	0.8907
No log	2.6316	100	0.7828	-0.0513	0.7828	0.8848
No log	2.6842	102	0.9314	0.0793	0.9314	0.9651
No log	2.7368	104	0.7890	-0.0030	0.7890	0.8883
No log	2.7895	106	0.8646	-0.0724	0.8646	0.9299
No log	2.8421	108	0.8839	-0.1991	0.8839	0.9401
No log	2.8947	110	0.8663	0.0449	0.8663	0.9307
No log	2.9474	112	0.9436	-0.0163	0.9436	0.9714
No log	3.0	114	0.8857	-0.0237	0.8857	0.9411
No log	3.0526	116	0.8994	-0.1474	0.8994	0.9484
No log	3.1053	118	0.9111	-0.0750	0.9111	0.9545
No log	3.1579	120	0.9119	-0.0226	0.9119	0.9549
No log	3.2105	122	0.9188	-0.0492	0.9188	0.9585
No log	3.2632	124	0.9238	0.0	0.9238	0.9612
No log	3.3158	126	0.9031	-0.0054	0.9031	0.9503
No log	3.3684	128	0.8211	-0.0826	0.8211	0.9062
No log	3.4211	130	0.7951	-0.0363	0.7951	0.8917
No log	3.4737	132	0.7570	0.0375	0.7570	0.8701
No log	3.5263	134	0.8055	0.0759	0.8055	0.8975
No log	3.5789	136	0.7377	0.0033	0.7377	0.8589
No log	3.6316	138	0.7824	-0.1001	0.7824	0.8846
No log	3.6842	140	0.7706	0.0033	0.7706	0.8779
No log	3.7368	142	0.9475	-0.0809	0.9475	0.9734
No log	3.7895	144	0.8878	-0.0262	0.8878	0.9422
No log	3.8421	146	0.8352	-0.0385	0.8352	0.9139
No log	3.8947	148	0.8708	-0.0881	0.8708	0.9332
No log	3.9474	150	0.7456	-0.0541	0.7456	0.8635
No log	4.0	152	0.7187	0.0479	0.7187	0.8478
No log	4.0526	154	0.7034	-0.0033	0.7034	0.8387
No log	4.1053	156	0.7011	-0.0069	0.7011	0.8373
No log	4.1579	158	0.7191	-0.0069	0.7191	0.8480
No log	4.2105	160	0.7377	-0.0541	0.7377	0.8589
No log	4.2632	162	0.8298	-0.0406	0.8298	0.9109
No log	4.3158	164	0.9079	-0.1606	0.9079	0.9528
No log	4.3684	166	0.8853	-0.1331	0.8853	0.9409
No log	4.4211	168	0.9767	-0.0149	0.9767	0.9883
No log	4.4737	170	1.1962	-0.0521	1.1962	1.0937
No log	4.5263	172	0.9946	-0.0630	0.9946	0.9973
No log	4.5789	174	0.8434	-0.0870	0.8434	0.9184
No log	4.6316	176	0.8136	-0.1329	0.8136	0.9020
No log	4.6842	178	0.8342	0.1146	0.8342	0.9133
No log	4.7368	180	0.9944	-0.0285	0.9944	0.9972
No log	4.7895	182	0.8471	-0.0033	0.8471	0.9204
No log	4.8421	184	0.7452	-0.0499	0.7452	0.8633
No log	4.8947	186	0.8167	-0.0363	0.8167	0.9037
No log	4.9474	188	0.7747	-0.1001	0.7747	0.8802
No log	5.0	190	0.8026	-0.0179	0.8026	0.8959
No log	5.0526	192	0.8658	0.0152	0.8658	0.9305
No log	5.1053	194	0.7717	-0.1018	0.7717	0.8785
No log	5.1579	196	0.7851	-0.1067	0.7851	0.8860
No log	5.2105	198	0.7744	-0.1067	0.7744	0.8800
No log	5.2632	200	0.7632	-0.1067	0.7632	0.8736
No log	5.3158	202	0.7746	-0.1067	0.7746	0.8801
No log	5.3684	204	0.7435	0.0	0.7435	0.8623
No log	5.4211	206	0.7193	0.0035	0.7193	0.8481
No log	5.4737	208	0.7782	-0.0160	0.7782	0.8821
No log	5.5263	210	0.9593	0.0207	0.9593	0.9794
No log	5.5789	212	0.8324	0.0525	0.8324	0.9124
No log	5.6316	214	0.7558	0.0033	0.7558	0.8694
No log	5.6842	216	0.8144	-0.1473	0.8144	0.9024
No log	5.7368	218	0.8335	-0.1399	0.8335	0.9130
No log	5.7895	220	0.7708	0.0033	0.7708	0.8779
No log	5.8421	222	0.8374	0.0953	0.8374	0.9151
No log	5.8947	224	0.7829	-0.0660	0.7829	0.8848
No log	5.9474	226	0.7989	-0.1473	0.7989	0.8938
No log	6.0	228	0.8817	-0.0881	0.8817	0.9390
No log	6.0526	230	0.8351	-0.1473	0.8351	0.9138
No log	6.1053	232	0.7982	-0.1081	0.7982	0.8934
No log	6.1579	234	0.8308	-0.0628	0.8308	0.9115
No log	6.2105	236	0.8223	-0.0595	0.8223	0.9068
No log	6.2632	238	0.7939	-0.1001	0.7939	0.8910
No log	6.3158	240	0.7732	-0.1001	0.7732	0.8793
No log	6.3684	242	0.7526	-0.0662	0.7526	0.8675
No log	6.4211	244	0.8254	-0.0331	0.8254	0.9085
No log	6.4737	246	0.7664	-0.0160	0.7664	0.8754
No log	6.5263	248	0.7502	-0.0499	0.7502	0.8662
No log	6.5789	250	0.8184	-0.1001	0.8184	0.9046
No log	6.6316	252	0.8402	-0.1001	0.8402	0.9166
No log	6.6842	254	0.8443	-0.1538	0.8443	0.9188
No log	6.7368	256	1.1331	-0.1281	1.1331	1.0645
No log	6.7895	258	1.1406	-0.1279	1.1406	1.0680
No log	6.8421	260	0.8955	-0.0658	0.8955	0.9463
No log	6.8947	262	0.8720	-0.1473	0.8720	0.9338
No log	6.9474	264	0.8697	-0.1473	0.8697	0.9326
No log	7.0	266	0.8133	-0.1010	0.8133	0.9019
No log	7.0526	268	0.9067	0.0099	0.9067	0.9522
No log	7.1053	270	1.0019	-0.1279	1.0019	1.0010
No log	7.1579	272	0.8750	-0.0309	0.8750	0.9354
No log	7.2105	274	0.7888	-0.0499	0.7888	0.8882
No log	7.2632	276	0.9051	-0.0881	0.9051	0.9514
No log	7.3158	278	0.9493	-0.0982	0.9493	0.9743
No log	7.3684	280	0.8735	-0.0902	0.8735	0.9346
No log	7.4211	282	0.8516	0.0	0.8516	0.9228
No log	7.4737	284	0.8135	0.0	0.8135	0.9019
No log	7.5263	286	0.7785	-0.1001	0.7785	0.8823
No log	7.5789	288	0.7541	-0.1067	0.7541	0.8684
No log	7.6316	290	0.7466	-0.0551	0.7466	0.8641
No log	7.6842	292	0.7697	0.0033	0.7697	0.8773
No log	7.7368	294	0.7764	0.0033	0.7764	0.8811
No log	7.7895	296	0.8004	-0.1001	0.8004	0.8947
No log	7.8421	298	0.7853	0.0033	0.7853	0.8862
No log	7.8947	300	0.9359	-0.1273	0.9359	0.9674
No log	7.9474	302	0.9635	-0.0923	0.9635	0.9816
No log	8.0	304	0.8299	0.0	0.8299	0.9110
No log	8.0526	306	0.8430	-0.0881	0.8430	0.9181
No log	8.1053	308	0.8031	-0.0939	0.8031	0.8961
No log	8.1579	310	0.7757	-0.0499	0.7757	0.8808
No log	8.2105	312	0.7922	-0.0571	0.7922	0.8900
No log	8.2632	314	0.7879	-0.0571	0.7879	0.8876
No log	8.3158	316	0.7677	-0.0499	0.7677	0.8762
No log	8.3684	318	0.7909	-0.1001	0.7909	0.8893
No log	8.4211	320	0.7910	-0.1001	0.7910	0.8894
No log	8.4737	322	0.7959	-0.0499	0.7959	0.8921
No log	8.5263	324	0.8569	-0.0628	0.8569	0.9257
No log	8.5789	326	0.8703	-0.0628	0.8703	0.9329
No log	8.6316	328	0.9066	-0.1201	0.9066	0.9521
No log	8.6842	330	1.0296	-0.0492	1.0296	1.0147
No log	8.7368	332	0.9457	-0.1298	0.9457	0.9725
No log	8.7895	334	0.8338	-0.1001	0.8338	0.9131
No log	8.8421	336	0.8490	0.0282	0.8490	0.9214
No log	8.8947	338	1.1126	-0.1589	1.1126	1.0548
No log	8.9474	340	1.1129	-0.1589	1.1129	1.0550
No log	9.0	342	0.9236	0.0260	0.9236	0.9610
No log	9.0526	344	0.7380	-0.0069	0.7380	0.8590
No log	9.1053	346	0.7585	-0.0551	0.7585	0.8709
No log	9.1579	348	0.7799	-0.0520	0.7799	0.8831
No log	9.2105	350	0.8526	0.0414	0.8526	0.9233
No log	9.2632	352	0.9199	0.0269	0.9199	0.9591
No log	9.3158	354	0.8998	0.0303	0.8998	0.9486
No log	9.3684	356	0.8493	-0.1018	0.8493	0.9216
No log	9.4211	358	0.8619	-0.1917	0.8619	0.9284
No log	9.4737	360	0.8339	-0.0520	0.8339	0.9132
No log	9.5263	362	0.8672	0.0355	0.8672	0.9312
No log	9.5789	364	1.0048	-0.0955	1.0048	1.0024
No log	9.6316	366	1.0623	-0.1287	1.0623	1.0307
No log	9.6842	368	0.9293	-0.0391	0.9293	0.9640
No log	9.7368	370	0.8287	-0.1001	0.8287	0.9103
No log	9.7895	372	0.8202	-0.1001	0.8202	0.9056
No log	9.8421	374	0.8211	-0.1094	0.8211	0.9062
No log	9.8947	376	0.8839	-0.0336	0.8839	0.9401
No log	9.9474	378	0.8969	-0.0778	0.8969	0.9471
No log	10.0	380	0.8712	0.0723	0.8712	0.9334
No log	10.0526	382	0.8387	0.0524	0.8387	0.9158
No log	10.1053	384	0.8234	-0.1001	0.8234	0.9074
No log	10.1579	386	0.8067	-0.1001	0.8067	0.8982
No log	10.2105	388	0.7884	-0.1001	0.7884	0.8879
No log	10.2632	390	0.7756	-0.0499	0.7756	0.8807
No log	10.3158	392	0.7829	0.0035	0.7829	0.8848
No log	10.3684	394	0.8301	0.0395	0.8301	0.9111
No log	10.4211	396	0.8205	-0.1074	0.8205	0.9058
No log	10.4737	398	0.8357	-0.1074	0.8357	0.9142
No log	10.5263	400	0.8524	-0.1074	0.8524	0.9233
No log	10.5789	402	0.8839	-0.0672	0.8839	0.9402
No log	10.6316	404	0.9649	-0.0894	0.9649	0.9823
No log	10.6842	406	1.1028	-0.1289	1.1028	1.0501
No log	10.7368	408	1.1003	-0.0961	1.1003	1.0490
No log	10.7895	410	0.8712	0.0191	0.8712	0.9334
No log	10.8421	412	0.7903	-0.1001	0.7903	0.8890
No log	10.8947	414	0.8232	-0.1001	0.8232	0.9073
No log	10.9474	416	0.8134	-0.1001	0.8134	0.9019
No log	11.0	418	0.8430	0.0225	0.8430	0.9182
No log	11.0526	420	0.8638	0.0628	0.8638	0.9294
No log	11.1053	422	0.8658	0.0303	0.8658	0.9305
No log	11.1579	424	0.8793	-0.1882	0.8793	0.9377
No log	11.2105	426	0.8716	-0.1978	0.8716	0.9336
No log	11.2632	428	0.8487	-0.1547	0.8487	0.9213
No log	11.3158	430	0.7912	-0.1088	0.7912	0.8895
No log	11.3684	432	0.7731	-0.0662	0.7731	0.8793
No log	11.4211	434	0.7841	-0.0160	0.7841	0.8855
No log	11.4737	436	0.7919	-0.0160	0.7919	0.8899
No log	11.5263	438	0.8095	-0.0679	0.8095	0.8997
No log	11.5789	440	0.8188	-0.1094	0.8188	0.9049
No log	11.6316	442	0.7957	-0.1018	0.7957	0.8920
No log	11.6842	444	0.7840	-0.1001	0.7840	0.8855
No log	11.7368	446	0.7818	-0.1001	0.7818	0.8842
No log	11.7895	448	0.8253	0.0282	0.8253	0.9085
No log	11.8421	450	0.8714	0.0099	0.8714	0.9335
No log	11.8947	452	0.8939	-0.0008	0.8939	0.9454
No log	11.9474	454	0.9237	-0.0079	0.9237	0.9611
No log	12.0	456	0.8792	-0.0371	0.8792	0.9376
No log	12.0526	458	0.8388	-0.1737	0.8388	0.9159
No log	12.1053	460	0.8564	-0.1606	0.8564	0.9254
No log	12.1579	462	0.8654	-0.0939	0.8654	0.9303
No log	12.2105	464	0.7698	-0.0499	0.7698	0.8774
No log	12.2632	466	0.7877	0.0759	0.7877	0.8876
No log	12.3158	468	0.8729	0.0442	0.8729	0.9343
No log	12.3684	470	0.8936	0.0442	0.8936	0.9453
No log	12.4211	472	0.7825	-0.0643	0.7825	0.8846
No log	12.4737	474	0.7644	-0.1001	0.7644	0.8743
No log	12.5263	476	0.8171	-0.1001	0.8171	0.9039
No log	12.5789	478	0.8226	-0.1001	0.8226	0.9070
No log	12.6316	480	0.8808	0.0091	0.8808	0.9385
No log	12.6842	482	1.0456	-0.0955	1.0456	1.0226
No log	12.7368	484	1.0088	-0.0583	1.0088	1.0044
No log	12.7895	486	0.9337	-0.0425	0.9337	0.9663
No log	12.8421	488	0.8587	-0.0218	0.8587	0.9267
No log	12.8947	490	0.8288	-0.0520	0.8288	0.9104
No log	12.9474	492	0.8343	-0.1001	0.8343	0.9134
No log	13.0	494	0.8392	-0.0520	0.8392	0.9161
No log	13.0526	496	0.9060	-0.1144	0.9060	0.9518
No log	13.1053	498	1.0005	-0.0551	1.0005	1.0002
0.2994	13.1579	500	0.9837	-0.0845	0.9837	0.9918
0.2994	13.2105	502	0.8929	0.0205	0.8929	0.9449
0.2994	13.2632	504	0.8736	0.0639	0.8736	0.9347
0.2994	13.3158	506	0.9040	0.0409	0.9040	0.9508
0.2994	13.3684	508	0.8489	0.0670	0.8489	0.9214
0.2994	13.4211	510	0.7862	-0.0131	0.7862	0.8867
0.2994	13.4737	512	0.8003	-0.1001	0.8003	0.8946
0.2994	13.5263	514	0.7800	-0.1001	0.7800	0.8832
0.2994	13.5789	516	0.7757	-0.0160	0.7757	0.8807
0.2994	13.6316	518	0.8402	0.0628	0.8402	0.9166
0.2994	13.6842	520	0.8364	0.0628	0.8364	0.9146
0.2994	13.7368	522	0.7994	-0.0240	0.7994	0.8941
0.2994	13.7895	524	0.7499	0.0	0.7499	0.8660
0.2994	13.8421	526	0.7478	0.0	0.7478	0.8647
0.2994	13.8947	528	0.7381	0.0	0.7381	0.8592
0.2994	13.9474	530	0.7650	0.0506	0.7650	0.8747
0.2994	14.0	532	0.9058	0.0409	0.9058	0.9517
0.2994	14.0526	534	0.9907	-0.0518	0.9907	0.9953
0.2994	14.1053	536	0.8699	0.0129	0.8699	0.9327
0.2994	14.1579	538	0.7907	0.1082	0.7907	0.8892
0.2994	14.2105	540	0.7871	0.0033	0.7871	0.8872
0.2994	14.2632	542	0.7947	0.0416	0.7947	0.8915
0.2994	14.3158	544	0.7807	0.0416	0.7807	0.8836
0.2994	14.3684	546	0.7501	0.1082	0.7501	0.8661
0.2994	14.4211	548	0.7708	0.0416	0.7708	0.8780
0.2994	14.4737	550	0.8806	-0.0425	0.8806	0.9384
0.2994	14.5263	552	1.0348	-0.0930	1.0348	1.0172
0.2994	14.5789	554	1.0401	-0.1279	1.0401	1.0199
0.2994	14.6316	556	0.9164	0.0409	0.9164	0.9573
0.2994	14.6842	558	0.8027	-0.0473	0.8027	0.8959
0.2994	14.7368	560	0.8066	-0.1001	0.8066	0.8981
0.2994	14.7895	562	0.8144	-0.0059	0.8144	0.9024
0.2994	14.8421	564	0.9022	-0.0033	0.9022	0.9498
0.2994	14.8947	566	0.8972	-0.0033	0.8972	0.9472
0.2994	14.9474	568	0.8589	-0.0309	0.8589	0.9268
0.2994	15.0	570	0.8057	0.0296	0.8057	0.8976
0.2994	15.0526	572	0.7747	0.0541	0.7747	0.8802
0.2994	15.1053	574	0.7851	0.0496	0.7851	0.8861
0.2994	15.1579	576	0.8118	-0.0145	0.8118	0.9010
0.2994	15.2105	578	0.8775	-0.0371	0.8775	0.9368
0.2994	15.2632	580	0.9285	0.0316	0.9285	0.9636
0.2994	15.3158	582	0.9059	-0.0008	0.9059	0.9518
0.2994	15.3684	584	0.8253	-0.0170	0.8253	0.9085
0.2994	15.4211	586	0.8059	0.0814	0.8059	0.8977
0.2994	15.4737	588	0.7887	-0.0096	0.7887	0.8881
0.2994	15.5263	590	0.7880	0.0260	0.7880	0.8877
0.2994	15.5789	592	0.8057	-0.0309	0.8057	0.8976
0.2994	15.6316	594	0.8289	0.0099	0.8289	0.9104
0.2994	15.6842	596	0.7828	0.0814	0.7828	0.8848
0.2994	15.7368	598	0.8003	-0.1010	0.8003	0.8946
0.2994	15.7895	600	0.8245	-0.0363	0.8245	0.9080
0.2994	15.8421	602	0.8233	-0.0322	0.8233	0.9073
0.2994	15.8947	604	0.7980	-0.0939	0.7980	0.8933
0.2994	15.9474	606	0.7923	0.0375	0.7923	0.8901
0.2994	16.0	608	0.8503	0.0999	0.8503	0.9221
0.2994	16.0526	610	0.9037	0.0786	0.9037	0.9506
0.2994	16.1053	612	0.8418	0.0043	0.8418	0.9175
0.2994	16.1579	614	0.7725	0.0821	0.7725	0.8789
0.2994	16.2105	616	0.7650	0.0496	0.7650	0.8747
0.2994	16.2632	618	0.7787	0.0375	0.7787	0.8824
0.2994	16.3158	620	0.8584	0.0562	0.8584	0.9265
0.2994	16.3684	622	0.8902	0.0095	0.8902	0.9435
0.2994	16.4211	624	0.7910	0.0821	0.7910	0.8894
0.2994	16.4737	626	0.7913	-0.1992	0.7913	0.8895
0.2994	16.5263	628	0.8707	-0.0934	0.8707	0.9331
0.2994	16.5789	630	0.9068	-0.1054	0.9068	0.9523
0.2994	16.6316	632	0.8225	-0.1201	0.8225	0.9069
0.2994	16.6842	634	0.7627	0.0414	0.7627	0.8733
0.2994	16.7368	636	0.7611	0.0414	0.7611	0.8724
0.2994	16.7895	638	0.7237	0.0541	0.7237	0.8507
0.2994	16.8421	640	0.7453	-0.0499	0.7453	0.8633
0.2994	16.8947	642	0.7485	-0.0499	0.7485	0.8652
0.2994	16.9474	644	0.7611	0.0541	0.7611	0.8724
0.2994	17.0	646	0.8155	0.0269	0.8155	0.9031
0.2994	17.0526	648	0.8181	0.0269	0.8181	0.9045
0.2994	17.1053	650	0.7705	0.0454	0.7705	0.8778
0.2994	17.1579	652	0.7596	0.0454	0.7596	0.8716
0.2994	17.2105	654	0.7572	0.0863	0.7572	0.8701
0.2994	17.2632	656	0.8064	0.0714	0.8064	0.8980
0.2994	17.3158	658	0.8284	0.1148	0.8284	0.9101
0.2994	17.3684	660	0.7824	0.0857	0.7824	0.8845
0.2994	17.4211	662	0.7632	0.0416	0.7632	0.8736
0.2994	17.4737	664	0.7688	0.0416	0.7688	0.8768
0.2994	17.5263	666	0.7851	0.0416	0.7851	0.8861
0.2994	17.5789	668	0.8391	0.0670	0.8391	0.9160
0.2994	17.6316	670	0.8208	0.0260	0.8208	0.9060
0.2994	17.6842	672	0.8166	0.0436	0.8166	0.9037
0.2994	17.7368	674	0.8618	0.1097	0.8618	0.9283
0.2994	17.7895	676	0.8820	0.0549	0.8820	0.9391
0.2994	17.8421	678	0.8230	0.0863	0.8230	0.9072
0.2994	17.8947	680	0.7703	0.0436	0.7703	0.8777
0.2994	17.9474	682	0.7406	0.0479	0.7406	0.8606
0.2994	18.0	684	0.7266	0.0035	0.7266	0.8524
0.2994	18.0526	686	0.7373	-0.0499	0.7373	0.8586
0.2994	18.1053	688	0.7438	-0.0499	0.7438	0.8624
0.2994	18.1579	690	0.7720	0.0416	0.7720	0.8786
0.2994	18.2105	692	0.7964	0.0759	0.7964	0.8924
0.2994	18.2632	694	0.7686	0.0416	0.7686	0.8767
0.2994	18.3158	696	0.7356	0.0	0.7356	0.8576
0.2994	18.3684	698	0.7302	0.0035	0.7302	0.8545
0.2994	18.4211	700	0.7308	0.0035	0.7308	0.8548
0.2994	18.4737	702	0.7400	0.0506	0.7400	0.8602
0.2994	18.5263	704	0.8672	0.0346	0.8672	0.9312
0.2994	18.5789	706	1.0095	0.0046	1.0095	1.0047
0.2994	18.6316	708	0.9840	-0.0236	0.9840	0.9920
0.2994	18.6842	710	0.9015	0.0304	0.9015	0.9495
0.2994	18.7368	712	0.8511	0.0831	0.8511	0.9226
0.2994	18.7895	714	0.7755	-0.0152	0.7755	0.8806
0.2994	18.8421	716	0.7329	0.0571	0.7329	0.8561
0.2994	18.8947	718	0.7367	0.0571	0.7367	0.8583
0.2994	18.9474	720	0.7854	0.0191	0.7854	0.8862
0.2994	19.0	722	0.8869	0.0287	0.8869	0.9418
0.2994	19.0526	724	0.9386	-0.0532	0.9386	0.9688
0.2994	19.1053	726	0.9141	0.0287	0.9141	0.9561
0.2994	19.1579	728	0.8594	0.0867	0.8594	0.9270
0.2994	19.2105	730	0.7851	-0.0096	0.7851	0.8861
0.2994	19.2632	732	0.7627	-0.0499	0.7627	0.8733
0.2994	19.3158	734	0.7858	-0.0499	0.7858	0.8865
0.2994	19.3684	736	0.7705	-0.0499	0.7705	0.8778
0.2994	19.4211	738	0.7731	-0.0131	0.7731	0.8792
0.2994	19.4737	740	0.9679	-0.0894	0.9679	0.9838
0.2994	19.5263	742	1.0633	-0.0961	1.0633	1.0312
0.2994	19.5789	744	1.0317	-0.1279	1.0317	1.0157
0.2994	19.6316	746	0.9061	0.0871	0.9061	0.9519
0.2994	19.6842	748	0.8319	-0.1033	0.8319	0.9121
0.2994	19.7368	750	0.7908	-0.0032	0.7908	0.8892
0.2994	19.7895	752	0.7571	-0.0032	0.7571	0.8701
0.2994	19.8421	754	0.7628	-0.0131	0.7628	0.8734
0.2994	19.8947	756	0.7897	0.0953	0.7897	0.8886
0.2994	19.9474	758	0.7653	0.0296	0.7653	0.8748
0.2994	20.0	760	0.7461	-0.0160	0.7461	0.8637
0.2994	20.0526	762	0.7230	-0.0035	0.7230	0.8503
0.2994	20.1053	764	0.7691	0.0296	0.7691	0.8770
0.2994	20.1579	766	0.9248	-0.0459	0.9248	0.9617
0.2994	20.2105	768	1.1090	-0.0658	1.1090	1.0531
0.2994	20.2632	770	1.1492	-0.0987	1.1492	1.0720
0.2994	20.3158	772	1.0640	-0.0658	1.0640	1.0315
0.2994	20.3684	774	0.9835	-0.0513	0.9835	0.9917
0.2994	20.4211	776	0.9116	-0.0271	0.9116	0.9548
0.2994	20.4737	778	0.8512	-0.0967	0.8512	0.9226
0.2994	20.5263	780	0.8128	-0.0541	0.8128	0.9016
0.2994	20.5789	782	0.7964	0.0436	0.7964	0.8924
0.2994	20.6316	784	0.7734	-0.0101	0.7734	0.8794
0.2994	20.6842	786	0.7715	0.0416	0.7715	0.8783
0.2994	20.7368	788	0.8281	0.0512	0.8281	0.9100
0.2994	20.7895	790	0.8272	0.0512	0.8272	0.9095
0.2994	20.8421	792	0.7719	0.0296	0.7719	0.8786
0.2994	20.8947	794	0.7372	0.0	0.7372	0.8586
0.2994	20.9474	796	0.7443	-0.0499	0.7443	0.8627
0.2994	21.0	798	0.7489	-0.0499	0.7489	0.8654
0.2994	21.0526	800	0.7810	0.0416	0.7810	0.8838
0.2994	21.1053	802	0.8462	0.1342	0.8462	0.9199
0.2994	21.1579	804	0.8660	-0.0490	0.8660	0.9306
0.2994	21.2105	806	0.8135	0.0628	0.8135	0.9019
0.2994	21.2632	808	0.7871	0.0416	0.7871	0.8872
0.2994	21.3158	810	0.7660	-0.0069	0.7660	0.8752
0.2994	21.3684	812	0.7387	-0.0069	0.7387	0.8595
0.2994	21.4211	814	0.7281	-0.0035	0.7281	0.8533
0.2994	21.4737	816	0.7401	-0.0035	0.7401	0.8603
0.2994	21.5263	818	0.7466	0.0	0.7466	0.8641
0.2994	21.5789	820	0.7656	0.0	0.7656	0.8750
0.2994	21.6316	822	0.7826	-0.0035	0.7826	0.8846
0.2994	21.6842	824	0.8193	0.0909	0.8193	0.9052
0.2994	21.7368	826	0.8127	0.0964	0.8127	0.9015
0.2994	21.7895	828	0.7896	-0.1137	0.7896	0.8886
0.2994	21.8421	830	0.7874	-0.1551	0.7874	0.8873
0.2994	21.8947	832	0.7818	-0.0499	0.7818	0.8842
0.2994	21.9474	834	0.7726	-0.0499	0.7726	0.8790
0.2994	22.0	836	0.7680	0.0035	0.7680	0.8764
0.2994	22.0526	838	0.7644	0.0	0.7644	0.8743
0.2994	22.1053	840	0.7571	0.1021	0.7571	0.8701
0.2994	22.1579	842	0.8030	0.0714	0.8030	0.8961
0.2994	22.2105	844	0.7707	0.0909	0.7707	0.8779
0.2994	22.2632	846	0.7583	0.0964	0.7583	0.8708
0.2994	22.3158	848	0.7620	0.0914	0.7620	0.8729
0.2994	22.3684	850	0.7592	0.0914	0.7592	0.8713
0.2994	22.4211	852	0.7793	0.0909	0.7793	0.8828
0.2994	22.4737	854	0.8450	0.0549	0.8450	0.9193
0.2994	22.5263	856	0.8503	0.0909	0.8503	0.9221
0.2994	22.5789	858	0.7720	0.1379	0.7720	0.8786
0.2994	22.6316	860	0.7203	0.0	0.7203	0.8487
0.2994	22.6842	862	0.7304	0.0035	0.7304	0.8546
0.2994	22.7368	864	0.7243	0.0555	0.7243	0.8511
0.2994	22.7895	866	0.7602	0.0909	0.7602	0.8719
0.2994	22.8421	868	0.8038	0.1318	0.8038	0.8966
0.2994	22.8947	870	0.8266	0.1691	0.8266	0.9092
0.2994	22.9474	872	0.8267	0.1259	0.8267	0.9092
0.2994	23.0	874	0.8266	0.1318	0.8266	0.9092
0.2994	23.0526	876	0.8493	0.1259	0.8493	0.9215
0.2994	23.1053	878	0.8734	0.0628	0.8734	0.9346
0.2994	23.1579	880	0.8326	0.0454	0.8326	0.9125
0.2994	23.2105	882	0.8215	-0.0032	0.8215	0.9064
0.2994	23.2632	884	0.8763	0.0214	0.8763	0.9361
0.2994	23.3158	886	1.0008	-0.1273	1.0008	1.0004
0.2994	23.3684	888	1.0489	-0.0606	1.0489	1.0242
0.2994	23.4211	890	0.9879	-0.1273	0.9879	0.9939
0.2994	23.4737	892	0.8505	0.1259	0.8505	0.9222
0.2994	23.5263	894	0.8103	-0.1018	0.8103	0.9002
0.2994	23.5789	896	0.8420	-0.1992	0.8420	0.9176
0.2994	23.6316	898	0.8797	-0.1978	0.8797	0.9379
0.2994	23.6842	900	0.9021	-0.0614	0.9021	0.9498
0.2994	23.7368	902	0.9338	0.0091	0.9338	0.9663
0.2994	23.7895	904	1.0072	-0.0892	1.0072	1.0036
0.2994	23.8421	906	1.0363	-0.0892	1.0363	1.0180
0.2994	23.8947	908	0.9668	-0.0767	0.9668	0.9833
0.2994	23.9474	910	0.8738	0.0821	0.8738	0.9348
0.2994	24.0	912	0.8315	-0.0091	0.8315	0.9119
0.2994	24.0526	914	0.7941	-0.0560	0.7941	0.8911
0.2994	24.1053	916	0.7804	-0.0560	0.7804	0.8834
0.2994	24.1579	918	0.7883	0.0375	0.7883	0.8879
0.2994	24.2105	920	0.8923	0.0956	0.8923	0.9446
0.2994	24.2632	922	1.0084	-0.0583	1.0084	1.0042
0.2994	24.3158	924	1.0447	-0.0595	1.0447	1.0221
0.2994	24.3684	926	0.9933	-0.0583	0.9933	0.9966
0.2994	24.4211	928	0.9601	-0.1273	0.9601	0.9798
0.2994	24.4737	930	0.9130	0.0041	0.9130	0.9555
0.2994	24.5263	932	0.8944	0.0152	0.8944	0.9457
0.2994	24.5789	934	0.8982	-0.0331	0.8982	0.9478
0.2994	24.6316	936	0.9098	-0.0408	0.9098	0.9538
0.2994	24.6842	938	0.8977	0.0442	0.8977	0.9475
0.2994	24.7368	940	0.8845	0.0442	0.8845	0.9405
0.2994	24.7895	942	0.8891	0.0442	0.8891	0.9429
0.2994	24.8421	944	0.8835	0.1342	0.8835	0.9400
0.2994	24.8947	946	0.9429	-0.0474	0.9429	0.9710
0.2994	24.9474	948	0.8971	0.1291	0.8971	0.9472
0.2994	25.0	950	0.8459	0.1899	0.8459	0.9197
0.2994	25.0526	952	0.8032	0.1627	0.8032	0.8962
0.2994	25.1053	954	0.7602	0.0814	0.7602	0.8719
0.2994	25.1579	956	0.7942	0.0821	0.7942	0.8912
0.2994	25.2105	958	0.8504	0.1485	0.8504	0.9222
0.2994	25.2632	960	0.8886	0.0917	0.8886	0.9427
0.2994	25.3158	962	0.8410	0.1599	0.8410	0.9171
0.2994	25.3684	964	0.7638	0.0869	0.7638	0.8740
0.2994	25.4211	966	0.7386	0.0414	0.7386	0.8594
0.2994	25.4737	968	0.7730	0.1259	0.7730	0.8792
0.2994	25.5263	970	0.8511	0.0867	0.8511	0.9226
0.2994	25.5789	972	0.9099	-0.0532	0.9099	0.9539
0.2994	25.6316	974	0.9540	-0.0595	0.9540	0.9767
0.2994	25.6842	976	0.9455	-0.0916	0.9455	0.9723
0.2994	25.7368	978	0.9470	-0.0916	0.9470	0.9731
0.2994	25.7895	980	0.9429	-0.0916	0.9429	0.9710
0.2994	25.8421	982	0.9307	-0.0909	0.9307	0.9647
0.2994	25.8947	984	0.9000	-0.0122	0.9000	0.9487
0.2994	25.9474	986	0.7866	0.1311	0.7866	0.8869
0.2994	26.0	988	0.7605	-0.0062	0.7605	0.8721
0.2994	26.0526	990	0.7533	-0.0033	0.7533	0.8680
0.2994	26.1053	992	0.7622	0.0909	0.7622	0.8730
0.2994	26.1579	994	0.7861	0.1318	0.7861	0.8866
0.2994	26.2105	996	0.8417	0.1565	0.8417	0.9174
0.2994	26.2632	998	0.8974	0.0442	0.8974	0.9473
0.0607	26.3158	1000	0.9868	-0.0909	0.9868	0.9934
0.0607	26.3684	1002	1.0169	-0.0923	1.0169	1.0084
0.0607	26.4211	1004	1.0258	-0.0923	1.0258	1.0128
0.0607	26.4737	1006	1.0127	-0.1181	1.0127	1.0064
0.0607	26.5263	1008	0.9957	-0.1536	0.9957	0.9978

Framework versions

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