ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k8_task1_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: 0.8371
• Qwk: 0.7143
• Mse: 0.8371
• Rmse: 0.9150

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	7.1383	0.0	7.1383	2.6718
No log	0.1053	4	4.2412	0.0833	4.2412	2.0594
No log	0.1579	6	3.1522	0.0366	3.1522	1.7754
No log	0.2105	8	3.0771	0.0130	3.0771	1.7542
No log	0.2632	10	2.3890	0.0752	2.3890	1.5457
No log	0.3158	12	2.2691	0.1374	2.2691	1.5064
No log	0.3684	14	2.0773	0.1575	2.0773	1.4413
No log	0.4211	16	2.1317	0.2105	2.1317	1.4600
No log	0.4737	18	2.1894	0.2647	2.1894	1.4796
No log	0.5263	20	1.8559	0.3008	1.8559	1.3623
No log	0.5789	22	1.6213	0.2906	1.6213	1.2733
No log	0.6316	24	1.5317	0.2321	1.5317	1.2376
No log	0.6842	26	1.4381	0.3333	1.4381	1.1992
No log	0.7368	28	1.6584	0.3803	1.6584	1.2878
No log	0.7895	30	2.5823	0.3317	2.5823	1.6070
No log	0.8421	32	3.4343	0.2458	3.4343	1.8532
No log	0.8947	34	2.8819	0.3077	2.8819	1.6976
No log	0.9474	36	1.6616	0.4099	1.6616	1.2890
No log	1.0	38	1.4378	0.4029	1.4378	1.1991
No log	1.0526	40	1.3611	0.3538	1.3611	1.1667
No log	1.1053	42	1.5124	0.4203	1.5124	1.2298
No log	1.1579	44	1.8881	0.4268	1.8881	1.3741
No log	1.2105	46	2.3165	0.3617	2.3165	1.5220
No log	1.2632	48	2.8328	0.3056	2.8328	1.6831
No log	1.3158	50	2.4806	0.3564	2.4806	1.5750
No log	1.3684	52	1.8326	0.4910	1.8326	1.3537
No log	1.4211	54	1.4296	0.4762	1.4296	1.1956
No log	1.4737	56	1.2476	0.4062	1.2476	1.1170
No log	1.5263	58	1.2480	0.3740	1.2480	1.1171
No log	1.5789	60	1.2469	0.4032	1.2469	1.1166
No log	1.6316	62	1.4090	0.4521	1.4090	1.1870
No log	1.6842	64	1.8098	0.4561	1.8098	1.3453
No log	1.7368	66	1.8526	0.4483	1.8526	1.3611
No log	1.7895	68	1.6513	0.4756	1.6513	1.2850
No log	1.8421	70	1.7095	0.4706	1.7096	1.3075
No log	1.8947	72	1.5388	0.5244	1.5388	1.2405
No log	1.9474	74	1.3275	0.5949	1.3275	1.1522
No log	2.0	76	1.3311	0.5882	1.3311	1.1537
No log	2.0526	78	1.1575	0.6628	1.1575	1.0759
No log	2.1053	80	1.0092	0.6994	1.0092	1.0046
No log	2.1579	82	1.0503	0.6415	1.0503	1.0248
No log	2.2105	84	1.1329	0.5455	1.1329	1.0644
No log	2.2632	86	1.3565	0.4852	1.3565	1.1647
No log	2.3158	88	1.9414	0.4870	1.9414	1.3933
No log	2.3684	90	2.7886	0.3636	2.7886	1.6699
No log	2.4211	92	3.0531	0.2979	3.0531	1.7473
No log	2.4737	94	2.5663	0.3818	2.5663	1.6020
No log	2.5263	96	1.7400	0.4787	1.7400	1.3191
No log	2.5789	98	1.1819	0.5974	1.1819	1.0872
No log	2.6316	100	1.1873	0.6115	1.1873	1.0896
No log	2.6842	102	1.7913	0.4327	1.7913	1.3384
No log	2.7368	104	1.9093	0.3975	1.9093	1.3818
No log	2.7895	106	1.7051	0.3974	1.7051	1.3058
No log	2.8421	108	1.5213	0.4636	1.5213	1.2334
No log	2.8947	110	1.4629	0.4967	1.4629	1.2095
No log	2.9474	112	1.2903	0.5235	1.2903	1.1359
No log	3.0	114	1.2169	0.5106	1.2169	1.1031
No log	3.0526	116	1.2926	0.4336	1.2926	1.1369
No log	3.1053	118	1.3292	0.5132	1.3292	1.1529
No log	3.1579	120	1.2731	0.5419	1.2731	1.1283
No log	3.2105	122	1.2346	0.5677	1.2346	1.1111
No log	3.2632	124	1.0644	0.6115	1.0644	1.0317
No log	3.3158	126	1.0865	0.6441	1.0865	1.0423
No log	3.3684	128	0.9914	0.6548	0.9914	0.9957
No log	3.4211	130	0.8734	0.7296	0.8734	0.9345
No log	3.4737	132	0.8743	0.7484	0.8743	0.9351
No log	3.5263	134	0.9027	0.7296	0.9027	0.9501
No log	3.5789	136	0.8883	0.7355	0.8883	0.9425
No log	3.6316	138	0.9473	0.6759	0.9473	0.9733
No log	3.6842	140	0.9686	0.6759	0.9686	0.9842
No log	3.7368	142	0.9341	0.7261	0.9341	0.9665
No log	3.7895	144	1.0873	0.5922	1.0873	1.0427
No log	3.8421	146	1.2568	0.5761	1.2568	1.1211
No log	3.8947	148	1.0817	0.6477	1.0817	1.0401
No log	3.9474	150	1.0160	0.6463	1.0160	1.0080
No log	4.0	152	1.0401	0.6624	1.0401	1.0198
No log	4.0526	154	1.0440	0.6405	1.0440	1.0217
No log	4.1053	156	1.0926	0.6049	1.0926	1.0453
No log	4.1579	158	1.1191	0.6182	1.1191	1.0579
No log	4.2105	160	1.0258	0.6391	1.0258	1.0128
No log	4.2632	162	0.9307	0.7416	0.9307	0.9647
No log	4.3158	164	0.8267	0.7262	0.8267	0.9092
No log	4.3684	166	0.8434	0.7	0.8434	0.9184
No log	4.4211	168	0.8371	0.6918	0.8371	0.9149
No log	4.4737	170	0.9522	0.6824	0.9522	0.9758
No log	4.5263	172	1.2458	0.5549	1.2458	1.1161
No log	4.5789	174	1.3129	0.5349	1.3129	1.1458
No log	4.6316	176	0.9210	0.7024	0.9210	0.9597
No log	4.6842	178	0.7839	0.7211	0.7839	0.8854
No log	4.7368	180	0.9327	0.6207	0.9327	0.9657
No log	4.7895	182	0.9758	0.6	0.9758	0.9878
No log	4.8421	184	0.8739	0.7101	0.8739	0.9348
No log	4.8947	186	0.9651	0.6528	0.9651	0.9824
No log	4.9474	188	1.0881	0.5430	1.0881	1.0431
No log	5.0	190	1.0300	0.6194	1.0300	1.0149
No log	5.0526	192	0.9955	0.6282	0.9955	0.9977
No log	5.1053	194	0.8874	0.7027	0.8874	0.9420
No log	5.1579	196	0.8967	0.6711	0.8967	0.9469
No log	5.2105	198	0.9555	0.6667	0.9555	0.9775
No log	5.2632	200	1.1266	0.6076	1.1266	1.0614
No log	5.3158	202	1.3403	0.5488	1.3403	1.1577
No log	5.3684	204	1.3568	0.5342	1.3568	1.1648
No log	5.4211	206	1.0658	0.5541	1.0658	1.0324
No log	5.4737	208	0.9680	0.6286	0.9680	0.9839
No log	5.5263	210	0.9278	0.6906	0.9278	0.9632
No log	5.5789	212	0.9151	0.6897	0.9151	0.9566
No log	5.6316	214	1.0443	0.6410	1.0443	1.0219
No log	5.6842	216	1.1838	0.5217	1.1838	1.0880
No log	5.7368	218	1.0920	0.6184	1.0920	1.0450
No log	5.7895	220	0.9022	0.6667	0.9022	0.9498
No log	5.8421	222	0.9045	0.6861	0.9045	0.9510
No log	5.8947	224	0.9422	0.6618	0.9422	0.9706
No log	5.9474	226	1.0249	0.5571	1.0249	1.0124
No log	6.0	228	1.0804	0.5621	1.0804	1.0394
No log	6.0526	230	0.9671	0.6667	0.9671	0.9834
No log	6.1053	232	0.8382	0.7013	0.8382	0.9155
No log	6.1579	234	0.8388	0.7467	0.8388	0.9158
No log	6.2105	236	0.8374	0.76	0.8374	0.9151
No log	6.2632	238	0.8560	0.7114	0.8560	0.9252
No log	6.3158	240	0.9702	0.6786	0.9702	0.9850
No log	6.3684	242	1.0626	0.5896	1.0626	1.0308
No log	6.4211	244	1.2239	0.5909	1.2239	1.1063
No log	6.4737	246	1.2460	0.5537	1.2460	1.1162
No log	6.5263	248	1.1200	0.6136	1.1200	1.0583
No log	6.5789	250	1.1417	0.6012	1.1417	1.0685
No log	6.6316	252	1.0387	0.6145	1.0387	1.0192
No log	6.6842	254	0.9952	0.6460	0.9952	0.9976
No log	6.7368	256	0.9916	0.6584	0.9916	0.9958
No log	6.7895	258	1.0296	0.6296	1.0296	1.0147
No log	6.8421	260	0.9450	0.6582	0.9450	0.9721
No log	6.8947	262	0.9389	0.7285	0.9389	0.9690
No log	6.9474	264	0.9596	0.6928	0.9596	0.9796
No log	7.0	266	0.9760	0.6667	0.9760	0.9879
No log	7.0526	268	1.1349	0.6292	1.1349	1.0653
No log	7.1053	270	1.6589	0.5612	1.6589	1.2880
No log	7.1579	272	1.5396	0.5761	1.5396	1.2408
No log	7.2105	274	0.9931	0.6467	0.9931	0.9966
No log	7.2632	276	0.8735	0.6803	0.8735	0.9346
No log	7.3158	278	0.8645	0.6815	0.8645	0.9298
No log	7.3684	280	1.0104	0.6133	1.0104	1.0052
No log	7.4211	282	1.2057	0.5696	1.2057	1.0980
No log	7.4737	284	1.0925	0.5676	1.0925	1.0452
No log	7.5263	286	0.9308	0.5954	0.9308	0.9648
No log	7.5789	288	0.9031	0.6418	0.9031	0.9503
No log	7.6316	290	0.9161	0.6119	0.9161	0.9571
No log	7.6842	292	0.9749	0.6364	0.9749	0.9874
No log	7.7368	294	1.0349	0.6335	1.0349	1.0173
No log	7.7895	296	1.0186	0.6420	1.0186	1.0092
No log	7.8421	298	0.9890	0.6584	0.9890	0.9945
No log	7.8947	300	0.9690	0.6667	0.9690	0.9844
No log	7.9474	302	0.9764	0.6548	0.9764	0.9881
No log	8.0	304	0.9737	0.6265	0.9737	0.9868
No log	8.0526	306	0.8981	0.6625	0.8981	0.9477
No log	8.1053	308	0.8280	0.7347	0.8280	0.9099
No log	8.1579	310	0.7597	0.7183	0.7597	0.8716
No log	8.2105	312	0.7620	0.7465	0.7620	0.8729
No log	8.2632	314	0.7542	0.7465	0.7542	0.8685
No log	8.3158	316	0.7379	0.7361	0.7379	0.8590
No log	8.3684	318	0.7272	0.7586	0.7272	0.8528
No log	8.4211	320	0.7802	0.7417	0.7802	0.8833
No log	8.4737	322	0.8281	0.6879	0.8281	0.9100
No log	8.5263	324	0.8770	0.6968	0.8770	0.9365
No log	8.5789	326	0.8245	0.7297	0.8245	0.9080
No log	8.6316	328	0.8511	0.7273	0.8511	0.9225
No log	8.6842	330	0.8792	0.7073	0.8792	0.9377
No log	8.7368	332	0.8348	0.7273	0.8348	0.9137
No log	8.7895	334	0.7931	0.7362	0.7931	0.8906
No log	8.8421	336	0.8001	0.7362	0.8001	0.8945
No log	8.8947	338	0.7781	0.75	0.7781	0.8821
No log	8.9474	340	0.7919	0.75	0.7919	0.8899
No log	9.0	342	0.8913	0.6792	0.8913	0.9441
No log	9.0526	344	0.9775	0.6173	0.9775	0.9887
No log	9.1053	346	1.0065	0.6135	1.0065	1.0032
No log	9.1579	348	0.9641	0.625	0.9641	0.9819
No log	9.2105	350	0.9085	0.7037	0.9085	0.9532
No log	9.2632	352	1.0470	0.6228	1.0470	1.0232
No log	9.3158	354	1.0349	0.6310	1.0349	1.0173
No log	9.3684	356	1.0186	0.6316	1.0186	1.0093
No log	9.4211	358	0.9194	0.6627	0.9194	0.9589
No log	9.4737	360	0.9089	0.6867	0.9089	0.9534
No log	9.5263	362	1.0085	0.6049	1.0085	1.0043
No log	9.5789	364	0.9838	0.6135	0.9838	0.9919
No log	9.6316	366	0.7992	0.7467	0.7992	0.8940
No log	9.6842	368	0.7402	0.7632	0.7402	0.8604
No log	9.7368	370	0.7243	0.7448	0.7243	0.8511
No log	9.7895	372	0.7238	0.7582	0.7238	0.8507
No log	9.8421	374	0.7996	0.7296	0.7996	0.8942
No log	9.8947	376	0.8313	0.6667	0.8313	0.9117
No log	9.9474	378	0.7578	0.7389	0.7578	0.8705
No log	10.0	380	0.6917	0.7582	0.6917	0.8317
No log	10.0526	382	0.6963	0.75	0.6963	0.8345
No log	10.1053	384	0.7009	0.7785	0.7009	0.8372
No log	10.1579	386	0.7431	0.75	0.7431	0.8620
No log	10.2105	388	0.8721	0.6753	0.8721	0.9339
No log	10.2632	390	1.0277	0.6341	1.0277	1.0138
No log	10.3158	392	1.1627	0.5799	1.1627	1.0783
No log	10.3684	394	0.9967	0.6296	0.9967	0.9984
No log	10.4211	396	0.7899	0.72	0.7899	0.8888
No log	10.4737	398	0.7084	0.7467	0.7084	0.8417
No log	10.5263	400	0.7180	0.7417	0.7180	0.8474
No log	10.5789	402	0.7480	0.7417	0.7480	0.8649
No log	10.6316	404	0.8541	0.7027	0.8541	0.9242
No log	10.6842	406	0.9667	0.6497	0.9667	0.9832
No log	10.7368	408	0.8650	0.7027	0.8650	0.9301
No log	10.7895	410	0.7816	0.7347	0.7816	0.8841
No log	10.8421	412	0.7773	0.7347	0.7773	0.8817
No log	10.8947	414	0.8466	0.7248	0.8466	0.9201
No log	10.9474	416	0.9844	0.6038	0.9844	0.9922
No log	11.0	418	1.0637	0.6265	1.0637	1.0314
No log	11.0526	420	0.9890	0.6587	0.9890	0.9945
No log	11.1053	422	0.8469	0.6994	0.8469	0.9203
No log	11.1579	424	0.7700	0.7483	0.7700	0.8775
No log	11.2105	426	0.8101	0.6912	0.8101	0.9001
No log	11.2632	428	0.8164	0.7059	0.8164	0.9035
No log	11.3158	430	0.8051	0.7518	0.8051	0.8973
No log	11.3684	432	0.8309	0.7550	0.8309	0.9115
No log	11.4211	434	0.9664	0.6386	0.9664	0.9830
No log	11.4737	436	1.0590	0.6391	1.0590	1.0291
No log	11.5263	438	0.9814	0.6864	0.9814	0.9907
No log	11.5789	440	0.8305	0.7273	0.8305	0.9113
No log	11.6316	442	0.7834	0.7050	0.7834	0.8851
No log	11.6842	444	0.7885	0.7143	0.7885	0.8880
No log	11.7368	446	0.7792	0.7361	0.7792	0.8827
No log	11.7895	448	0.8362	0.7123	0.8362	0.9144
No log	11.8421	450	0.9626	0.6415	0.9626	0.9811
No log	11.8947	452	1.0147	0.6541	1.0147	1.0073
No log	11.9474	454	0.9234	0.6538	0.9234	0.9609
No log	12.0	456	0.7783	0.7550	0.7783	0.8822
No log	12.0526	458	0.7461	0.7632	0.7461	0.8638
No log	12.1053	460	0.7599	0.7632	0.7599	0.8717
No log	12.1579	462	0.7834	0.7397	0.7834	0.8851
No log	12.2105	464	0.8390	0.7518	0.8390	0.9160
No log	12.2632	466	0.8796	0.7324	0.8796	0.9379
No log	12.3158	468	0.8262	0.7413	0.8262	0.9090
No log	12.3684	470	0.8554	0.6879	0.8554	0.9249
No log	12.4211	472	0.9928	0.6135	0.9928	0.9964
No log	12.4737	474	1.1420	0.6057	1.1420	1.0686
No log	12.5263	476	1.1374	0.5952	1.1374	1.0665
No log	12.5789	478	0.9364	0.6709	0.9364	0.9677
No log	12.6316	480	0.8646	0.6974	0.8646	0.9298
No log	12.6842	482	0.8972	0.6928	0.8972	0.9472
No log	12.7368	484	0.9607	0.6667	0.9607	0.9802
No log	12.7895	486	0.9645	0.6753	0.9645	0.9821
No log	12.8421	488	1.0233	0.6144	1.0233	1.0116
No log	12.8947	490	0.9858	0.6429	0.9858	0.9929
No log	12.9474	492	0.9541	0.6	0.9541	0.9768
No log	13.0	494	0.9144	0.6364	0.9144	0.9562
No log	13.0526	496	0.8930	0.6667	0.8930	0.9450
No log	13.1053	498	0.9356	0.6711	0.9356	0.9673
0.417	13.1579	500	1.0447	0.5926	1.0447	1.0221
0.417	13.2105	502	0.9793	0.6506	0.9793	0.9896
0.417	13.2632	504	0.8451	0.7143	0.8451	0.9193
0.417	13.3158	506	0.8116	0.7215	0.8116	0.9009
0.417	13.3684	508	0.8059	0.7484	0.8059	0.8977
0.417	13.4211	510	0.8263	0.7785	0.8263	0.9090
0.417	13.4737	512	0.8212	0.7815	0.8212	0.9062
0.417	13.5263	514	0.8031	0.7465	0.8031	0.8961
0.417	13.5789	516	0.7722	0.7586	0.7722	0.8787
0.417	13.6316	518	0.7454	0.7895	0.7454	0.8634
0.417	13.6842	520	0.8142	0.6957	0.8142	0.9023
0.417	13.7368	522	0.8429	0.6748	0.8429	0.9181
0.417	13.7895	524	0.7690	0.7407	0.7690	0.8769
0.417	13.8421	526	0.7117	0.7531	0.7117	0.8436
0.417	13.8947	528	0.7208	0.7703	0.7208	0.8490
0.417	13.9474	530	0.7718	0.7534	0.7718	0.8785
0.417	14.0	532	0.8276	0.7092	0.8276	0.9097
0.417	14.0526	534	0.8468	0.7092	0.8468	0.9202
0.417	14.1053	536	0.8372	0.7143	0.8372	0.9150
0.417	14.1579	538	0.8126	0.7143	0.8126	0.9014
0.417	14.2105	540	0.7905	0.7619	0.7905	0.8891
0.417	14.2632	542	0.8112	0.7436	0.8112	0.9007
0.417	14.3158	544	0.8559	0.7059	0.8559	0.9251
0.417	14.3684	546	0.8683	0.6980	0.8683	0.9318
0.417	14.4211	548	0.8732	0.6944	0.8732	0.9345
0.417	14.4737	550	0.8910	0.7092	0.8910	0.9439
0.417	14.5263	552	0.9224	0.6479	0.9224	0.9604
0.417	14.5789	554	0.9057	0.6803	0.9057	0.9517
0.417	14.6316	556	0.8615	0.6980	0.8615	0.9281
0.417	14.6842	558	0.7941	0.7632	0.7941	0.8911
0.417	14.7368	560	0.7998	0.7355	0.7998	0.8943
0.417	14.7895	562	0.9379	0.6860	0.9379	0.9684
0.417	14.8421	564	1.2115	0.5876	1.2115	1.1007
0.417	14.8947	566	1.2633	0.5763	1.2633	1.1240
0.417	14.9474	568	1.1356	0.5930	1.1356	1.0657
0.417	15.0	570	0.9641	0.6746	0.9641	0.9819
0.417	15.0526	572	0.8064	0.7516	0.8064	0.8980
0.417	15.1053	574	0.7730	0.7484	0.7730	0.8792
0.417	15.1579	576	0.7951	0.7516	0.7951	0.8917
0.417	15.2105	578	0.9696	0.6541	0.9696	0.9847
0.417	15.2632	580	1.0998	0.5823	1.0998	1.0487
0.417	15.3158	582	1.0195	0.5823	1.0195	1.0097
0.417	15.3684	584	0.8540	0.7081	0.8540	0.9241
0.417	15.4211	586	0.7625	0.7284	0.7625	0.8732
0.417	15.4737	588	0.7192	0.7375	0.7192	0.8481
0.417	15.5263	590	0.7010	0.7375	0.7010	0.8373
0.417	15.5789	592	0.6702	0.7778	0.6702	0.8186
0.417	15.6316	594	0.6570	0.7811	0.6570	0.8105
0.417	15.6842	596	0.6732	0.7654	0.6732	0.8205
0.417	15.7368	598	0.7660	0.7152	0.7660	0.8752
0.417	15.7895	600	0.8412	0.6829	0.8412	0.9171
0.417	15.8421	602	0.8435	0.7108	0.8435	0.9184
0.417	15.8947	604	0.8207	0.7305	0.8207	0.9059
0.417	15.9474	606	0.7047	0.7407	0.7047	0.8395
0.417	16.0	608	0.6867	0.7296	0.6867	0.8287
0.417	16.0526	610	0.7239	0.7296	0.7239	0.8508
0.417	16.1053	612	0.7082	0.7355	0.7082	0.8416
0.417	16.1579	614	0.7065	0.7355	0.7065	0.8405
0.417	16.2105	616	0.6985	0.7785	0.6985	0.8358
0.417	16.2632	618	0.7019	0.7785	0.7019	0.8378
0.417	16.3158	620	0.7367	0.7586	0.7367	0.8583
0.417	16.3684	622	0.7419	0.7703	0.7419	0.8613
0.417	16.4211	624	0.7182	0.7613	0.7182	0.8475
0.417	16.4737	626	0.6899	0.7607	0.6899	0.8306
0.417	16.5263	628	0.6819	0.7784	0.6819	0.8258
0.417	16.5789	630	0.6964	0.7647	0.6964	0.8345
0.417	16.6316	632	0.7210	0.7647	0.7210	0.8491
0.417	16.6842	634	0.7378	0.7711	0.7378	0.8589
0.417	16.7368	636	0.7317	0.7711	0.7317	0.8554
0.417	16.7895	638	0.7185	0.7853	0.7185	0.8476
0.417	16.8421	640	0.7155	0.7805	0.7155	0.8459
0.417	16.8947	642	0.7367	0.7683	0.7367	0.8583
0.417	16.9474	644	0.7887	0.7683	0.7887	0.8881
0.417	17.0	646	0.7553	0.7683	0.7553	0.8691
0.417	17.0526	648	0.7901	0.7683	0.7901	0.8889
0.417	17.1053	650	0.9373	0.6514	0.9373	0.9681
0.417	17.1579	652	0.9121	0.6628	0.9121	0.9551
0.417	17.2105	654	0.7650	0.75	0.7650	0.8747
0.417	17.2632	656	0.6756	0.7867	0.6756	0.8220
0.417	17.3158	658	0.6771	0.7413	0.6771	0.8228
0.417	17.3684	660	0.7087	0.7413	0.7087	0.8418
0.417	17.4211	662	0.7562	0.7286	0.7562	0.8696
0.417	17.4737	664	0.7824	0.7397	0.7824	0.8846
0.417	17.5263	666	0.7674	0.7517	0.7674	0.8760
0.417	17.5789	668	0.7318	0.7771	0.7318	0.8554
0.417	17.6316	670	0.7122	0.7673	0.7122	0.8439
0.417	17.6842	672	0.6991	0.7826	0.6991	0.8361
0.417	17.7368	674	0.6926	0.7673	0.6926	0.8322
0.417	17.7895	676	0.6923	0.7590	0.6923	0.8320
0.417	17.8421	678	0.7192	0.7738	0.7192	0.8480
0.417	17.8947	680	0.7475	0.7590	0.7475	0.8646
0.417	17.9474	682	0.7375	0.7654	0.7375	0.8588
0.417	18.0	684	0.7211	0.7547	0.7211	0.8492
0.417	18.0526	686	0.7378	0.7342	0.7378	0.8590
0.417	18.1053	688	0.7484	0.7261	0.7484	0.8651
0.417	18.1579	690	0.7411	0.7484	0.7411	0.8609
0.417	18.2105	692	0.7287	0.7484	0.7287	0.8537
0.417	18.2632	694	0.7195	0.7342	0.7195	0.8483
0.417	18.3158	696	0.6862	0.7484	0.6862	0.8284
0.417	18.3684	698	0.6931	0.7763	0.6931	0.8325
0.417	18.4211	700	0.7136	0.7785	0.7136	0.8447
0.417	18.4737	702	0.7424	0.7483	0.7424	0.8616
0.417	18.5263	704	0.8045	0.7114	0.8045	0.8969
0.417	18.5789	706	0.8365	0.6944	0.8365	0.9146
0.417	18.6316	708	0.8437	0.6571	0.8437	0.9186
0.417	18.6842	710	0.8122	0.6763	0.8122	0.9012
0.417	18.7368	712	0.7792	0.7101	0.7792	0.8827
0.417	18.7895	714	0.7325	0.7482	0.7325	0.8558
0.417	18.8421	716	0.7144	0.7518	0.7144	0.8452
0.417	18.8947	718	0.7097	0.7552	0.7097	0.8424
0.417	18.9474	720	0.7615	0.7417	0.7615	0.8726
0.417	19.0	722	0.8276	0.6623	0.8276	0.9097
0.417	19.0526	724	0.8207	0.6713	0.8207	0.9059
0.417	19.1053	726	0.8007	0.7194	0.8007	0.8948
0.417	19.1579	728	0.7878	0.7286	0.7878	0.8876
0.417	19.2105	730	0.7921	0.7246	0.7921	0.8900
0.417	19.2632	732	0.7706	0.7246	0.7706	0.8778
0.417	19.3158	734	0.7608	0.7246	0.7608	0.8722
0.417	19.3684	736	0.7490	0.7183	0.7490	0.8655
0.417	19.4211	738	0.7575	0.7484	0.7575	0.8704
0.417	19.4737	740	0.8053	0.7081	0.8053	0.8974
0.417	19.5263	742	0.9212	0.6871	0.9212	0.9598
0.417	19.5789	744	0.9805	0.6296	0.9805	0.9902
0.417	19.6316	746	0.9709	0.6082	0.9709	0.9853
0.417	19.6842	748	0.9047	0.7108	0.9047	0.9512
0.417	19.7368	750	0.8229	0.7381	0.8229	0.9071
0.417	19.7895	752	0.7339	0.7470	0.7339	0.8567
0.417	19.8421	754	0.7199	0.7947	0.7199	0.8484
0.417	19.8947	756	0.7408	0.7763	0.7408	0.8607
0.417	19.9474	758	0.7592	0.7947	0.7592	0.8713
0.417	20.0	760	0.7770	0.7898	0.7770	0.8815
0.417	20.0526	762	0.7897	0.7898	0.7897	0.8886
0.417	20.1053	764	0.8017	0.7470	0.8017	0.8954
0.417	20.1579	766	0.8065	0.7439	0.8065	0.8981
0.417	20.2105	768	0.8317	0.7394	0.8317	0.9119
0.417	20.2632	770	0.8604	0.6795	0.8605	0.9276
0.417	20.3158	772	0.9361	0.6410	0.9361	0.9675
0.417	20.3684	774	1.0696	0.5548	1.0696	1.0342
0.417	20.4211	776	1.1751	0.5316	1.1751	1.0840
0.417	20.4737	778	1.1566	0.5419	1.1566	1.0754
0.417	20.5263	780	1.0349	0.5931	1.0349	1.0173
0.417	20.5789	782	0.9658	0.6241	0.9658	0.9828
0.417	20.6316	784	0.8861	0.6667	0.8861	0.9414
0.417	20.6842	786	0.8529	0.6815	0.8529	0.9235
0.417	20.7368	788	0.8530	0.7153	0.8530	0.9236
0.417	20.7895	790	0.8890	0.7114	0.8890	0.9429
0.417	20.8421	792	0.9255	0.6923	0.9255	0.9620
0.417	20.8947	794	1.0345	0.5696	1.0345	1.0171
0.417	20.9474	796	1.1175	0.5385	1.1175	1.0571
0.417	21.0	798	1.0877	0.5526	1.0877	1.0429
0.417	21.0526	800	0.9815	0.5931	0.9815	0.9907
0.417	21.1053	802	0.9256	0.6861	0.9256	0.9621
0.417	21.1579	804	0.9237	0.6466	0.9237	0.9611
0.417	21.2105	806	0.9423	0.6466	0.9423	0.9707
0.417	21.2632	808	0.9913	0.5942	0.9913	0.9957
0.417	21.3158	810	1.0625	0.5417	1.0625	1.0308
0.417	21.3684	812	1.0913	0.5658	1.0913	1.0446
0.417	21.4211	814	1.0477	0.5658	1.0477	1.0236
0.417	21.4737	816	0.9465	0.6582	0.9465	0.9729
0.417	21.5263	818	0.8470	0.7089	0.8470	0.9203
0.417	21.5789	820	0.7933	0.7432	0.7933	0.8907
0.417	21.6316	822	0.7829	0.7432	0.7829	0.8848
0.417	21.6842	824	0.7945	0.7403	0.7945	0.8914
0.417	21.7368	826	0.8125	0.7403	0.8125	0.9014
0.417	21.7895	828	0.8184	0.7403	0.8184	0.9046
0.417	21.8421	830	0.8207	0.7361	0.8207	0.9059
0.417	21.8947	832	0.8205	0.7361	0.8205	0.9058
0.417	21.9474	834	0.8194	0.7361	0.8194	0.9052
0.417	22.0	836	0.8205	0.7361	0.8205	0.9058
0.417	22.0526	838	0.8272	0.7194	0.8272	0.9095
0.417	22.1053	840	0.8613	0.7092	0.8613	0.9281
0.417	22.1579	842	0.9323	0.6259	0.9323	0.9656
0.417	22.2105	844	0.9492	0.6069	0.9492	0.9743
0.417	22.2632	846	0.9703	0.5833	0.9703	0.9850
0.417	22.3158	848	0.9697	0.6093	0.9697	0.9847
0.417	22.3684	850	0.9335	0.6536	0.9335	0.9662
0.417	22.4211	852	0.9232	0.6624	0.9232	0.9608
0.417	22.4737	854	0.8999	0.6918	0.8999	0.9487
0.417	22.5263	856	0.8988	0.6918	0.8988	0.9481
0.417	22.5789	858	0.8419	0.7	0.8419	0.9175
0.417	22.6316	860	0.8192	0.7	0.8192	0.9051
0.417	22.6842	862	0.7961	0.7006	0.7961	0.8922
0.417	22.7368	864	0.7818	0.7347	0.7818	0.8842
0.417	22.7895	866	0.7842	0.7376	0.7842	0.8855
0.417	22.8421	868	0.7921	0.7376	0.7921	0.8900
0.417	22.8947	870	0.8028	0.7376	0.8028	0.8960
0.417	22.9474	872	0.7815	0.7376	0.7815	0.8840
0.417	23.0	874	0.7725	0.75	0.7725	0.8789
0.417	23.0526	876	0.7923	0.7451	0.7923	0.8901
0.417	23.1053	878	0.8086	0.7	0.8086	0.8992
0.417	23.1579	880	0.8741	0.6875	0.8741	0.9349
0.417	23.2105	882	0.9854	0.6369	0.9854	0.9927
0.417	23.2632	884	0.9865	0.6410	0.9865	0.9932
0.417	23.3158	886	0.9181	0.6538	0.9181	0.9582
0.417	23.3684	888	0.7974	0.7006	0.7974	0.8930
0.417	23.4211	890	0.7560	0.7517	0.7560	0.8695
0.417	23.4737	892	0.7668	0.7517	0.7668	0.8757
0.417	23.5263	894	0.7732	0.7517	0.7732	0.8793
0.417	23.5789	896	0.8156	0.7215	0.8156	0.9031
0.417	23.6316	898	0.8440	0.6923	0.8440	0.9187
0.417	23.6842	900	0.8953	0.6792	0.8953	0.9462
0.417	23.7368	902	0.9794	0.6429	0.9794	0.9896
0.417	23.7895	904	1.0396	0.6207	1.0396	1.0196
0.417	23.8421	906	0.9819	0.6512	0.9819	0.9909
0.417	23.8947	908	0.8441	0.7205	0.8441	0.9188
0.417	23.9474	910	0.7446	0.7771	0.7446	0.8629
0.417	24.0	912	0.7528	0.7448	0.7528	0.8676
0.417	24.0526	914	0.7702	0.7639	0.7702	0.8776
0.417	24.1053	916	0.7866	0.7755	0.7866	0.8869
0.417	24.1579	918	0.7931	0.7297	0.7931	0.8905
0.417	24.2105	920	0.7820	0.7564	0.7820	0.8843
0.417	24.2632	922	0.7599	0.7578	0.7599	0.8717
0.417	24.3158	924	0.7432	0.7595	0.7432	0.8621
0.417	24.3684	926	0.7543	0.7763	0.7543	0.8685
0.417	24.4211	928	0.7718	0.7763	0.7718	0.8785
0.417	24.4737	930	0.8061	0.7692	0.8061	0.8978
0.417	24.5263	932	0.8301	0.7564	0.8301	0.9111
0.417	24.5789	934	0.8511	0.72	0.8511	0.9226
0.417	24.6316	936	0.8627	0.7285	0.8627	0.9288
0.417	24.6842	938	0.7962	0.75	0.7962	0.8923
0.417	24.7368	940	0.7641	0.7397	0.7641	0.8741
0.417	24.7895	942	0.7348	0.7671	0.7348	0.8572
0.417	24.8421	944	0.7380	0.7483	0.7380	0.8591
0.417	24.8947	946	0.7547	0.7234	0.7547	0.8687
0.417	24.9474	948	0.7685	0.7143	0.7685	0.8766
0.417	25.0	950	0.7841	0.7361	0.7841	0.8855
0.417	25.0526	952	0.8423	0.7042	0.8423	0.9178
0.417	25.1053	954	0.8587	0.6950	0.8587	0.9266
0.417	25.1579	956	0.8528	0.7042	0.8528	0.9235
0.417	25.2105	958	0.8225	0.7234	0.8225	0.9069
0.417	25.2632	960	0.8091	0.7246	0.8091	0.8995
0.417	25.3158	962	0.8108	0.7092	0.8108	0.9005
0.417	25.3684	964	0.7881	0.7143	0.7881	0.8877
0.417	25.4211	966	0.7651	0.75	0.7651	0.8747
0.417	25.4737	968	0.7718	0.7947	0.7718	0.8785
0.417	25.5263	970	0.8039	0.7421	0.8039	0.8966
0.417	25.5789	972	0.8032	0.7421	0.8032	0.8962
0.417	25.6316	974	0.7565	0.7792	0.7565	0.8698
0.417	25.6842	976	0.7306	0.7763	0.7306	0.8547
0.417	25.7368	978	0.7360	0.7568	0.7360	0.8579
0.417	25.7895	980	0.7509	0.7448	0.7509	0.8665
0.417	25.8421	982	0.7687	0.7639	0.7687	0.8768
0.417	25.8947	984	0.7746	0.7552	0.7746	0.8801
0.417	25.9474	986	0.7718	0.7867	0.7718	0.8785
0.417	26.0	988	0.7996	0.7421	0.7996	0.8942
0.417	26.0526	990	0.8537	0.7284	0.8537	0.9240
0.417	26.1053	992	0.8537	0.6951	0.8537	0.9240
0.417	26.1579	994	0.8061	0.7531	0.8061	0.8978
0.417	26.2105	996	0.7909	0.7785	0.7909	0.8893
0.417	26.2632	998	0.8104	0.7429	0.8104	0.9002
0.0695	26.3158	1000	0.8308	0.7429	0.8308	0.9115
0.0695	26.3684	1002	0.8725	0.6906	0.8725	0.9341
0.0695	26.4211	1004	0.9219	0.6525	0.9219	0.9602
0.0695	26.4737	1006	0.9298	0.6667	0.9298	0.9643
0.0695	26.5263	1008	0.8984	0.6533	0.8984	0.9478
0.0695	26.5789	1010	0.8371	0.7143	0.8371	0.9150

Framework versions

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