ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_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: 0.8189
• Qwk: 0.7050
• Mse: 0.8189
• Rmse: 0.9050

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	6.9741	0.0176	6.9741	2.6409
No log	0.1053	4	4.5466	0.0806	4.5466	2.1323
No log	0.1579	6	4.6027	-0.1005	4.6027	2.1454
No log	0.2105	8	3.7375	-0.0398	3.7375	1.9333
No log	0.2632	10	2.2257	0.1240	2.2257	1.4919
No log	0.3158	12	1.8226	0.2301	1.8226	1.3500
No log	0.3684	14	1.6522	0.1770	1.6522	1.2854
No log	0.4211	16	1.5337	0.2069	1.5337	1.2384
No log	0.4737	18	1.6862	0.3529	1.6862	1.2986
No log	0.5263	20	2.0059	0.3625	2.0059	1.4163
No log	0.5789	22	2.3919	0.3243	2.3919	1.5466
No log	0.6316	24	2.5389	0.375	2.5389	1.5934
No log	0.6842	26	1.7623	0.3974	1.7623	1.3275
No log	0.7368	28	1.5996	0.4	1.5996	1.2648
No log	0.7895	30	1.8812	0.3200	1.8812	1.3716
No log	0.8421	32	2.0383	0.1926	2.0383	1.4277
No log	0.8947	34	2.0417	0.3636	2.0417	1.4289
No log	0.9474	36	2.1866	0.3494	2.1866	1.4787
No log	1.0	38	2.1612	0.3860	2.1612	1.4701
No log	1.0526	40	1.8116	0.4387	1.8116	1.3460
No log	1.1053	42	1.5660	0.4832	1.5660	1.2514
No log	1.1579	44	1.5718	0.5032	1.5718	1.2537
No log	1.2105	46	2.1385	0.4059	2.1385	1.4624
No log	1.2632	48	2.7921	0.3587	2.7921	1.6709
No log	1.3158	50	2.6719	0.3545	2.6719	1.6346
No log	1.3684	52	2.1011	0.3881	2.1011	1.4495
No log	1.4211	54	1.6680	0.4524	1.6680	1.2915
No log	1.4737	56	1.7532	0.4633	1.7532	1.3241
No log	1.5263	58	2.2625	0.3959	2.2625	1.5042
No log	1.5789	60	2.8865	0.3092	2.8865	1.6990
No log	1.6316	62	2.7249	0.3137	2.7249	1.6507
No log	1.6842	64	2.2596	0.3736	2.2596	1.5032
No log	1.7368	66	1.7299	0.4	1.7299	1.3153
No log	1.7895	68	1.3121	0.3937	1.3121	1.1455
No log	1.8421	70	1.2336	0.3761	1.2336	1.1107
No log	1.8947	72	1.2700	0.3740	1.2700	1.1269
No log	1.9474	74	1.5966	0.4129	1.5966	1.2635
No log	2.0	76	1.8727	0.4444	1.8727	1.3685
No log	2.0526	78	1.9036	0.4444	1.9036	1.3797
No log	2.1053	80	2.1256	0.4171	2.1256	1.4579
No log	2.1579	82	1.8266	0.4520	1.8266	1.3515
No log	2.2105	84	1.9656	0.4108	1.9656	1.4020
No log	2.2632	86	2.4542	0.4115	2.4542	1.5666
No log	2.3158	88	2.6090	0.3871	2.6090	1.6152
No log	2.3684	90	2.1899	0.4623	2.1899	1.4798
No log	2.4211	92	1.6274	0.4828	1.6274	1.2757
No log	2.4737	94	1.1508	0.6707	1.1508	1.0727
No log	2.5263	96	1.1214	0.6667	1.1214	1.0590
No log	2.5789	98	1.6003	0.5114	1.6003	1.2650
No log	2.6316	100	2.0682	0.4656	2.0682	1.4381
No log	2.6842	102	1.5971	0.4859	1.5971	1.2638
No log	2.7368	104	1.3639	0.5731	1.3639	1.1679
No log	2.7895	106	1.5300	0.5667	1.5300	1.2369
No log	2.8421	108	1.9871	0.5104	1.9871	1.4096
No log	2.8947	110	2.1449	0.4631	2.1449	1.4645
No log	2.9474	112	1.8407	0.5104	1.8407	1.3567
No log	3.0	114	1.3529	0.6111	1.3529	1.1631
No log	3.0526	116	1.2971	0.6199	1.2971	1.1389
No log	3.1053	118	1.2746	0.6	1.2746	1.1290
No log	3.1579	120	1.3561	0.5896	1.3561	1.1645
No log	3.2105	122	1.2580	0.6145	1.2580	1.1216
No log	3.2632	124	1.0026	0.6375	1.0026	1.0013
No log	3.3158	126	0.9566	0.6541	0.9566	0.9781
No log	3.3684	128	0.9909	0.6364	0.9909	0.9955
No log	3.4211	130	0.8989	0.6622	0.8989	0.9481
No log	3.4737	132	0.9173	0.6622	0.9173	0.9578
No log	3.5263	134	1.1240	0.6506	1.1240	1.0602
No log	3.5789	136	1.4257	0.5792	1.4257	1.1940
No log	3.6316	138	1.4867	0.5838	1.4867	1.2193
No log	3.6842	140	1.3010	0.6524	1.3010	1.1406
No log	3.7368	142	1.1198	0.6995	1.1198	1.0582
No log	3.7895	144	0.9800	0.7072	0.9800	0.9899
No log	3.8421	146	1.0345	0.7033	1.0345	1.0171
No log	3.8947	148	1.2168	0.6564	1.2168	1.1031
No log	3.9474	150	1.4302	0.6429	1.4302	1.1959
No log	4.0	152	1.2557	0.6489	1.2557	1.1206
No log	4.0526	154	1.2710	0.5967	1.2710	1.1274
No log	4.1053	156	1.0280	0.6747	1.0280	1.0139
No log	4.1579	158	0.8955	0.6897	0.8955	0.9463
No log	4.2105	160	0.9816	0.6074	0.9816	0.9907
No log	4.2632	162	1.1052	0.6099	1.1052	1.0513
No log	4.3158	164	1.0245	0.6043	1.0245	1.0122
No log	4.3684	166	0.9842	0.5797	0.9842	0.9921
No log	4.4211	168	0.9447	0.6429	0.9447	0.9720
No log	4.4737	170	0.8507	0.7123	0.8507	0.9223
No log	4.5263	172	0.8046	0.7215	0.8046	0.8970
No log	4.5789	174	1.0204	0.6816	1.0204	1.0101
No log	4.6316	176	0.9821	0.6704	0.9821	0.9910
No log	4.6842	178	0.7990	0.7305	0.7990	0.8939
No log	4.7368	180	0.7769	0.76	0.7769	0.8814
No log	4.7895	182	0.8501	0.7034	0.8501	0.9220
No log	4.8421	184	0.9256	0.6993	0.9256	0.9621
No log	4.8947	186	0.9158	0.6897	0.9158	0.9570
No log	4.9474	188	0.9426	0.6345	0.9426	0.9709
No log	5.0	190	1.0569	0.6424	1.0569	1.0281
No log	5.0526	192	0.9798	0.6826	0.9798	0.9899
No log	5.1053	194	0.8076	0.7097	0.8076	0.8987
No log	5.1579	196	0.7650	0.7248	0.7650	0.8747
No log	5.2105	198	0.7743	0.7547	0.7743	0.8800
No log	5.2632	200	0.8342	0.7229	0.8342	0.9133
No log	5.3158	202	0.9622	0.6509	0.9622	0.9809
No log	5.3684	204	1.1261	0.5799	1.1261	1.0612
No log	5.4211	206	1.1934	0.5663	1.1934	1.0924
No log	5.4737	208	1.1833	0.5930	1.1833	1.0878
No log	5.5263	210	1.0868	0.6550	1.0868	1.0425
No log	5.5789	212	0.9348	0.6826	0.9348	0.9668
No log	5.6316	214	0.9465	0.7024	0.9465	0.9729
No log	5.6842	216	1.0267	0.6628	1.0267	1.0132
No log	5.7368	218	1.1071	0.6409	1.1071	1.0522
No log	5.7895	220	0.9808	0.6752	0.9808	0.9904
No log	5.8421	222	0.8587	0.7114	0.8587	0.9267
No log	5.8947	224	0.8813	0.6887	0.8813	0.9388
No log	5.9474	226	0.9005	0.6667	0.9005	0.9489
No log	6.0	228	0.8831	0.6757	0.8831	0.9397
No log	6.0526	230	0.8900	0.6531	0.8900	0.9434
No log	6.1053	232	0.8448	0.7347	0.8448	0.9191
No log	6.1579	234	0.8193	0.7190	0.8193	0.9052
No log	6.2105	236	0.8545	0.6792	0.8545	0.9244
No log	6.2632	238	0.9378	0.6541	0.9378	0.9684
No log	6.3158	240	1.0463	0.6707	1.0463	1.0229
No log	6.3684	242	1.0848	0.6347	1.0848	1.0416
No log	6.4211	244	0.9106	0.6747	0.9106	0.9543
No log	6.4737	246	0.8432	0.7347	0.8432	0.9183
No log	6.5263	248	0.8402	0.7376	0.8402	0.9166
No log	6.5789	250	0.8144	0.7338	0.8144	0.9024
No log	6.6316	252	0.8101	0.7465	0.8101	0.9000
No log	6.6842	254	0.8332	0.7568	0.8332	0.9128
No log	6.7368	256	0.8304	0.7425	0.8304	0.9113
No log	6.7895	258	0.8387	0.7429	0.8387	0.9158
No log	6.8421	260	0.7931	0.75	0.7931	0.8906
No log	6.8947	262	0.7971	0.7375	0.7971	0.8928
No log	6.9474	264	0.8252	0.7595	0.8252	0.9084
No log	7.0	266	0.9257	0.6971	0.9257	0.9621
No log	7.0526	268	1.0154	0.6961	1.0154	1.0077
No log	7.1053	270	0.9759	0.6667	0.9759	0.9879
No log	7.1579	272	0.8420	0.7190	0.8420	0.9176
No log	7.2105	274	0.8300	0.6944	0.8300	0.9111
No log	7.2632	276	0.8451	0.6761	0.8451	0.9193
No log	7.3158	278	0.8382	0.6944	0.8382	0.9155
No log	7.3684	280	0.8669	0.6763	0.8669	0.9311
No log	7.4211	282	0.9169	0.6232	0.9169	0.9576
No log	7.4737	284	0.9037	0.6277	0.9037	0.9506
No log	7.5263	286	0.8514	0.6857	0.8514	0.9227
No log	7.5789	288	0.8152	0.7448	0.8152	0.9029
No log	7.6316	290	0.7979	0.6939	0.7979	0.8933
No log	7.6842	292	0.7675	0.7143	0.7675	0.8761
No log	7.7368	294	0.7803	0.7907	0.7803	0.8834
No log	7.7895	296	0.8248	0.7614	0.8248	0.9082
No log	7.8421	298	0.9574	0.6557	0.9574	0.9785
No log	7.8947	300	1.1467	0.6011	1.1467	1.0708
No log	7.9474	302	1.0770	0.6163	1.0770	1.0378
No log	8.0	304	0.8534	0.7484	0.8534	0.9238
No log	8.0526	306	0.7657	0.7632	0.7657	0.8750
No log	8.1053	308	0.7887	0.7347	0.7887	0.8881
No log	8.1579	310	0.8141	0.7162	0.8141	0.9023
No log	8.2105	312	0.8677	0.6621	0.8677	0.9315
No log	8.2632	314	0.8947	0.6755	0.8947	0.9459
No log	8.3158	316	0.8707	0.6755	0.8707	0.9331
No log	8.3684	318	0.8540	0.6832	0.8540	0.9241
No log	8.4211	320	0.8425	0.6905	0.8425	0.9179
No log	8.4737	322	0.8270	0.7176	0.8270	0.9094
No log	8.5263	324	0.8674	0.7059	0.8674	0.9313
No log	8.5789	326	0.8901	0.6864	0.8901	0.9435
No log	8.6316	328	0.9720	0.6821	0.9720	0.9859
No log	8.6842	330	0.9692	0.6706	0.9692	0.9845
No log	8.7368	332	0.8780	0.6905	0.8780	0.9370
No log	8.7895	334	0.7890	0.6871	0.7890	0.8883
No log	8.8421	336	0.7355	0.7362	0.7355	0.8576
No log	8.8947	338	0.7722	0.7160	0.7722	0.8788
No log	8.9474	340	0.8012	0.6957	0.8012	0.8951
No log	9.0	342	0.7550	0.7342	0.7550	0.8689
No log	9.0526	344	0.7537	0.7692	0.7537	0.8682
No log	9.1053	346	0.7832	0.7613	0.7832	0.8850
No log	9.1579	348	0.8097	0.7261	0.8097	0.8999
No log	9.2105	350	0.8841	0.7066	0.8841	0.9403
No log	9.2632	352	1.0493	0.6543	1.0493	1.0243
No log	9.3158	354	1.2714	0.5799	1.2714	1.1276
No log	9.3684	356	1.2146	0.5904	1.2146	1.1021
No log	9.4211	358	1.0922	0.6125	1.0922	1.0451
No log	9.4737	360	0.9409	0.6748	0.9409	0.9700
No log	9.5263	362	0.9271	0.6951	0.9271	0.9629
No log	9.5789	364	0.9208	0.7030	0.9208	0.9596
No log	9.6316	366	0.9106	0.7305	0.9106	0.9542
No log	9.6842	368	0.9520	0.7176	0.9520	0.9757
No log	9.7368	370	0.8798	0.7273	0.8798	0.9380
No log	9.7895	372	0.8241	0.7545	0.8241	0.9078
No log	9.8421	374	0.7765	0.7952	0.7765	0.8812
No log	9.8947	376	0.7774	0.7853	0.7774	0.8817
No log	9.9474	378	0.8473	0.7470	0.8473	0.9205
No log	10.0	380	0.9742	0.7229	0.9742	0.9870
No log	10.0526	382	1.0888	0.6082	1.0888	1.0435
No log	10.1053	384	1.0185	0.6517	1.0185	1.0092
No log	10.1579	386	0.8603	0.7368	0.8603	0.9275
No log	10.2105	388	0.7144	0.8024	0.7144	0.8453
No log	10.2632	390	0.6775	0.7975	0.6775	0.8231
No log	10.3158	392	0.6996	0.7927	0.6996	0.8364
No log	10.3684	394	0.8092	0.7470	0.8092	0.8996
No log	10.4211	396	0.9994	0.7079	0.9994	0.9997
No log	10.4737	398	1.2447	0.5907	1.2447	1.1157
No log	10.5263	400	1.1999	0.5870	1.1999	1.0954
No log	10.5789	402	0.9761	0.6335	0.9761	0.9880
No log	10.6316	404	0.8081	0.7211	0.8081	0.8989
No log	10.6842	406	0.7679	0.7383	0.7679	0.8763
No log	10.7368	408	0.7727	0.7133	0.7727	0.8790
No log	10.7895	410	0.8069	0.7310	0.8069	0.8983
No log	10.8421	412	0.9143	0.6197	0.9143	0.9562
No log	10.8947	414	1.1066	0.6081	1.1066	1.0519
No log	10.9474	416	1.2018	0.6098	1.2018	1.0963
No log	11.0	418	1.0496	0.5897	1.0496	1.0245
No log	11.0526	420	0.8119	0.7320	0.8119	0.9011
No log	11.1053	422	0.7444	0.7613	0.7444	0.8628
No log	11.1579	424	0.7471	0.7613	0.7471	0.8644
No log	11.2105	426	0.7861	0.7532	0.7861	0.8866
No log	11.2632	428	0.8514	0.7097	0.8514	0.9227
No log	11.3158	430	0.8545	0.6752	0.8545	0.9244
No log	11.3684	432	0.8736	0.6871	0.8736	0.9347
No log	11.4211	434	0.9761	0.6506	0.9761	0.9880
No log	11.4737	436	1.0695	0.6265	1.0695	1.0342
No log	11.5263	438	1.0280	0.6380	1.0280	1.0139
No log	11.5789	440	1.0542	0.6420	1.0542	1.0267
No log	11.6316	442	1.2210	0.6199	1.2210	1.1050
No log	11.6842	444	1.2036	0.6228	1.2036	1.0971
No log	11.7368	446	1.0661	0.6076	1.0661	1.0325
No log	11.7895	448	0.9043	0.6753	0.9043	0.9509
No log	11.8421	450	0.7975	0.7162	0.7975	0.8930
No log	11.8947	452	0.7978	0.7222	0.7978	0.8932
No log	11.9474	454	0.8430	0.6993	0.8430	0.9182
No log	12.0	456	0.9447	0.625	0.9447	0.9720
No log	12.0526	458	0.9738	0.6014	0.9738	0.9868
No log	12.1053	460	0.8731	0.7114	0.8731	0.9344
No log	12.1579	462	0.7655	0.75	0.7655	0.8750
No log	12.2105	464	0.7074	0.7763	0.7074	0.8410
No log	12.2632	466	0.6886	0.7843	0.6886	0.8298
No log	12.3158	468	0.6838	0.7843	0.6838	0.8269
No log	12.3684	470	0.6946	0.7692	0.6946	0.8334
No log	12.4211	472	0.7149	0.7643	0.7149	0.8455
No log	12.4737	474	0.6896	0.7843	0.6896	0.8304
No log	12.5263	476	0.6705	0.7922	0.6705	0.8189
No log	12.5789	478	0.6658	0.7792	0.6658	0.8160
No log	12.6316	480	0.6842	0.7643	0.6842	0.8271
No log	12.6842	482	0.6849	0.7613	0.6849	0.8276
No log	12.7368	484	0.7082	0.7485	0.7082	0.8415
No log	12.7895	486	0.6959	0.7531	0.6959	0.8342
No log	12.8421	488	0.6525	0.8025	0.6525	0.8078
No log	12.8947	490	0.6103	0.7974	0.6103	0.7812
No log	12.9474	492	0.6265	0.7821	0.6265	0.7915
No log	13.0	494	0.6578	0.7792	0.6578	0.8111
No log	13.0526	496	0.6916	0.7895	0.6916	0.8316
No log	13.1053	498	0.7550	0.7763	0.7550	0.8689
0.4211	13.1579	500	0.8526	0.7067	0.8526	0.9234
0.4211	13.2105	502	0.8334	0.6939	0.8334	0.9129
0.4211	13.2632	504	0.7862	0.7607	0.7862	0.8867
0.4211	13.3158	506	0.7608	0.7607	0.7608	0.8723
0.4211	13.3684	508	0.7434	0.7607	0.7434	0.8622
0.4211	13.4211	510	0.6817	0.7763	0.6817	0.8257
0.4211	13.4737	512	0.6680	0.7867	0.6680	0.8173
0.4211	13.5263	514	0.6951	0.7552	0.6951	0.8337
0.4211	13.5789	516	0.7153	0.7465	0.7153	0.8457
0.4211	13.6316	518	0.7199	0.7586	0.7199	0.8485
0.4211	13.6842	520	0.6830	0.7483	0.6830	0.8264
0.4211	13.7368	522	0.6807	0.7534	0.6807	0.8250
0.4211	13.7895	524	0.6746	0.7534	0.6746	0.8214
0.4211	13.8421	526	0.6838	0.7552	0.6838	0.8269
0.4211	13.8947	528	0.6737	0.7483	0.6737	0.8208
0.4211	13.9474	530	0.7000	0.7613	0.7000	0.8366
0.4211	14.0	532	0.6957	0.7613	0.6957	0.8341
0.4211	14.0526	534	0.7092	0.7532	0.7092	0.8422
0.4211	14.1053	536	0.7544	0.7532	0.7544	0.8686
0.4211	14.1579	538	0.8180	0.7308	0.8180	0.9044
0.4211	14.2105	540	0.7552	0.7595	0.7552	0.8690
0.4211	14.2632	542	0.6914	0.7625	0.6914	0.8315
0.4211	14.3158	544	0.6800	0.7545	0.6800	0.8246
0.4211	14.3684	546	0.6676	0.7848	0.6676	0.8171
0.4211	14.4211	548	0.6843	0.7561	0.6843	0.8272
0.4211	14.4737	550	0.7365	0.7811	0.7365	0.8582
0.4211	14.5263	552	0.7542	0.7425	0.7542	0.8685
0.4211	14.5789	554	0.7219	0.7516	0.7219	0.8496
0.4211	14.6316	556	0.6843	0.7821	0.6843	0.8272
0.4211	14.6842	558	0.6494	0.8025	0.6494	0.8058
0.4211	14.7368	560	0.6393	0.7975	0.6393	0.7995
0.4211	14.7895	562	0.6657	0.7949	0.6657	0.8159
0.4211	14.8421	564	0.7253	0.7337	0.7253	0.8517
0.4211	14.8947	566	0.7540	0.7399	0.7540	0.8683
0.4211	14.9474	568	0.7050	0.7485	0.7050	0.8397
0.4211	15.0	570	0.6681	0.7799	0.6681	0.8174
0.4211	15.0526	572	0.6654	0.8025	0.6654	0.8157
0.4211	15.1053	574	0.6814	0.7949	0.6814	0.8255
0.4211	15.1579	576	0.7094	0.7871	0.7094	0.8423
0.4211	15.2105	578	0.7570	0.7368	0.7570	0.8701
0.4211	15.2632	580	0.7611	0.7042	0.7611	0.8724
0.4211	15.3158	582	0.7566	0.7632	0.7566	0.8698
0.4211	15.3684	584	0.7347	0.7843	0.7347	0.8572
0.4211	15.4211	586	0.7159	0.7949	0.7159	0.8461
0.4211	15.4737	588	0.7104	0.7925	0.7104	0.8428
0.4211	15.5263	590	0.7862	0.7614	0.7862	0.8867
0.4211	15.5789	592	0.9720	0.6704	0.9720	0.9859
0.4211	15.6316	594	1.0160	0.6630	1.0160	1.0080
0.4211	15.6842	596	0.9654	0.6889	0.9654	0.9826
0.4211	15.7368	598	0.8690	0.7333	0.8690	0.9322
0.4211	15.7895	600	0.8359	0.7582	0.8359	0.9143
0.4211	15.8421	602	0.8023	0.7598	0.8023	0.8957
0.4211	15.8947	604	0.7563	0.7836	0.7563	0.8697
0.4211	15.9474	606	0.7555	0.7799	0.7555	0.8692
0.4211	16.0	608	0.7446	0.7895	0.7446	0.8629
0.4211	16.0526	610	0.7485	0.7733	0.7485	0.8652
0.4211	16.1053	612	0.7564	0.75	0.7564	0.8697
0.4211	16.1579	614	0.7650	0.7552	0.7650	0.8746
0.4211	16.2105	616	0.7440	0.7733	0.7440	0.8625
0.4211	16.2632	618	0.7198	0.7712	0.7198	0.8484
0.4211	16.3158	620	0.7543	0.7625	0.7543	0.8685
0.4211	16.3684	622	0.8246	0.7209	0.8246	0.9081
0.4211	16.4211	624	0.8273	0.7399	0.8273	0.9095
0.4211	16.4737	626	0.7555	0.7529	0.7555	0.8692
0.4211	16.5263	628	0.7339	0.7711	0.7339	0.8567
0.4211	16.5789	630	0.7944	0.7636	0.7944	0.8913
0.4211	16.6316	632	0.9363	0.6667	0.9363	0.9676
0.4211	16.6842	634	0.9317	0.6829	0.9317	0.9652
0.4211	16.7368	636	0.7980	0.7692	0.7980	0.8933
0.4211	16.7895	638	0.7034	0.7632	0.7034	0.8387
0.4211	16.8421	640	0.6794	0.7092	0.6794	0.8243
0.4211	16.8947	642	0.6922	0.75	0.6922	0.8320
0.4211	16.9474	644	0.6785	0.7619	0.6785	0.8237
0.4211	17.0	646	0.6629	0.7483	0.6629	0.8142
0.4211	17.0526	648	0.6607	0.7432	0.6607	0.8128
0.4211	17.1053	650	0.6714	0.7448	0.6714	0.8194
0.4211	17.1579	652	0.7022	0.7586	0.7022	0.8380
0.4211	17.2105	654	0.7668	0.7133	0.7668	0.8757
0.4211	17.2632	656	0.7969	0.7465	0.7969	0.8927
0.4211	17.3158	658	0.7979	0.7338	0.7979	0.8932
0.4211	17.3684	660	0.8022	0.7465	0.8022	0.8957
0.4211	17.4211	662	0.8110	0.7413	0.8110	0.9005
0.4211	17.4737	664	0.7964	0.7310	0.7964	0.8924
0.4211	17.5263	666	0.7862	0.7582	0.7862	0.8867
0.4211	17.5789	668	0.7658	0.7792	0.7658	0.8751
0.4211	17.6316	670	0.7516	0.7692	0.7516	0.8669
0.4211	17.6842	672	0.7634	0.7547	0.7634	0.8737
0.4211	17.7368	674	0.7358	0.7547	0.7358	0.8578
0.4211	17.7895	676	0.6750	0.7848	0.6750	0.8216
0.4211	17.8421	678	0.6456	0.7922	0.6456	0.8035
0.4211	17.8947	680	0.6513	0.7310	0.6513	0.8071
0.4211	17.9474	682	0.6622	0.7183	0.6622	0.8138
0.4211	18.0	684	0.6658	0.7397	0.6658	0.8159
0.4211	18.0526	686	0.6888	0.7792	0.6888	0.8300
0.4211	18.1053	688	0.7778	0.7561	0.7778	0.8819
0.4211	18.1579	690	0.8383	0.7349	0.8383	0.9156
0.4211	18.2105	692	0.8033	0.7349	0.8033	0.8963
0.4211	18.2632	694	0.7375	0.7730	0.7375	0.8588
0.4211	18.3158	696	0.7224	0.7821	0.7224	0.8499
0.4211	18.3684	698	0.7343	0.7974	0.7343	0.8569
0.4211	18.4211	700	0.7591	0.7613	0.7591	0.8713
0.4211	18.4737	702	0.7799	0.7613	0.7799	0.8831
0.4211	18.5263	704	0.7853	0.7550	0.7853	0.8862
0.4211	18.5789	706	0.7617	0.7867	0.7617	0.8727
0.4211	18.6316	708	0.7332	0.7867	0.7332	0.8563
0.4211	18.6842	710	0.7302	0.7867	0.7302	0.8545
0.4211	18.7368	712	0.7584	0.7974	0.7584	0.8709
0.4211	18.7895	714	0.8636	0.7195	0.8636	0.9293
0.4211	18.8421	716	0.9560	0.6627	0.9560	0.9778
0.4211	18.8947	718	0.9707	0.6627	0.9707	0.9852
0.4211	18.9474	720	0.9004	0.7176	0.9004	0.9489
0.4211	19.0	722	0.8328	0.7394	0.8328	0.9126
0.4211	19.0526	724	0.7820	0.7590	0.7820	0.8843
0.4211	19.1053	726	0.7733	0.7665	0.7733	0.8794
0.4211	19.1579	728	0.7714	0.7665	0.7714	0.8783
0.4211	19.2105	730	0.8207	0.7394	0.8207	0.9059
0.4211	19.2632	732	0.9002	0.6909	0.9002	0.9488
0.4211	19.3158	734	0.9411	0.6626	0.9411	0.9701
0.4211	19.3684	736	0.9376	0.6707	0.9376	0.9683
0.4211	19.4211	738	0.8804	0.7176	0.8804	0.9383
0.4211	19.4737	740	0.7989	0.7674	0.7989	0.8938
0.4211	19.5263	742	0.7268	0.7665	0.7268	0.8525
0.4211	19.5789	744	0.6961	0.7758	0.6961	0.8343
0.4211	19.6316	746	0.6874	0.7925	0.6874	0.8291
0.4211	19.6842	748	0.6922	0.8025	0.6922	0.8320
0.4211	19.7368	750	0.7301	0.7730	0.7301	0.8545
0.4211	19.7895	752	0.8241	0.7195	0.8241	0.9078
0.4211	19.8421	754	0.9360	0.6748	0.9360	0.9675
0.4211	19.8947	756	0.9787	0.6707	0.9787	0.9893
0.4211	19.9474	758	0.9780	0.6707	0.9780	0.9889
0.4211	20.0	760	0.8782	0.6835	0.8782	0.9371
0.4211	20.0526	762	0.7986	0.7347	0.7986	0.8937
0.4211	20.1053	764	0.7945	0.7101	0.7945	0.8913
0.4211	20.1579	766	0.8439	0.6866	0.8439	0.9187
0.4211	20.2105	768	0.8948	0.6667	0.8948	0.9459
0.4211	20.2632	770	0.8951	0.6615	0.8951	0.9461
0.4211	20.3158	772	0.8500	0.7007	0.8500	0.9219
0.4211	20.3684	774	0.8189	0.7050	0.8189	0.9050

Framework versions

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