ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k16_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: 0.7905
• Qwk: 0.6572
• Mse: 0.7905
• Rmse: 0.8891

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.025	2	5.2088	-0.0463	5.2088	2.2823
No log	0.05	4	3.3183	0.0128	3.3183	1.8216
No log	0.075	6	2.7780	-0.1257	2.7780	1.6667
No log	0.1	8	1.7203	0.0205	1.7203	1.3116
No log	0.125	10	1.3622	0.1373	1.3622	1.1671
No log	0.15	12	1.3475	0.1729	1.3475	1.1608
No log	0.175	14	1.2406	0.2930	1.2406	1.1138
No log	0.2	16	1.1398	0.2732	1.1398	1.0676
No log	0.225	18	1.1249	0.3586	1.1249	1.0606
No log	0.25	20	1.3362	0.1568	1.3362	1.1559
No log	0.275	22	1.2891	0.1960	1.2891	1.1354
No log	0.3	24	1.1185	0.3295	1.1185	1.0576
No log	0.325	26	1.0602	0.3569	1.0602	1.0296
No log	0.35	28	1.3986	0.2626	1.3986	1.1826
No log	0.375	30	2.7023	0.0902	2.7023	1.6439
No log	0.4	32	3.9279	-0.0144	3.9279	1.9819
No log	0.425	34	3.3388	0.0116	3.3388	1.8272
No log	0.45	36	1.8921	0.1383	1.8921	1.3755
No log	0.475	38	1.0988	0.3666	1.0988	1.0482
No log	0.5	40	1.0555	0.3343	1.0555	1.0274
No log	0.525	42	1.0905	0.3580	1.0905	1.0443
No log	0.55	44	1.1482	0.3166	1.1482	1.0715
No log	0.575	46	1.4948	0.0704	1.4948	1.2226
No log	0.6	48	1.8469	0.1438	1.8469	1.3590
No log	0.625	50	1.8349	0.1484	1.8349	1.3546
No log	0.65	52	1.5166	0.1174	1.5166	1.2315
No log	0.675	54	1.2152	0.2592	1.2152	1.1024
No log	0.7	56	1.0596	0.4176	1.0596	1.0294
No log	0.725	58	1.0737	0.3258	1.0737	1.0362
No log	0.75	60	1.0834	0.3183	1.0834	1.0409
No log	0.775	62	1.0887	0.3432	1.0887	1.0434
No log	0.8	64	1.1327	0.3001	1.1327	1.0643
No log	0.825	66	1.0852	0.3072	1.0852	1.0417
No log	0.85	68	1.0759	0.3369	1.0759	1.0373
No log	0.875	70	1.0252	0.3684	1.0252	1.0125
No log	0.9	72	0.9827	0.4422	0.9827	0.9913
No log	0.925	74	0.9479	0.4343	0.9479	0.9736
No log	0.95	76	0.9378	0.4343	0.9378	0.9684
No log	0.975	78	0.9798	0.4330	0.9798	0.9898
No log	1.0	80	1.1366	0.4338	1.1366	1.0661
No log	1.025	82	1.5115	0.3798	1.5115	1.2294
No log	1.05	84	1.9579	0.2742	1.9579	1.3992
No log	1.075	86	1.6917	0.3551	1.6917	1.3007
No log	1.1	88	1.0236	0.4999	1.0236	1.0117
No log	1.125	90	0.8478	0.4878	0.8478	0.9207
No log	1.15	92	0.8478	0.4803	0.8478	0.9208
No log	1.175	94	0.8348	0.4666	0.8348	0.9137
No log	1.2	96	0.8230	0.4616	0.8230	0.9072
No log	1.225	98	0.8461	0.5379	0.8461	0.9198
No log	1.25	100	0.8321	0.5667	0.8321	0.9122
No log	1.275	102	0.8120	0.5585	0.8120	0.9011
No log	1.3	104	0.8179	0.6038	0.8179	0.9044
No log	1.325	106	0.8105	0.6272	0.8105	0.9003
No log	1.35	108	0.8273	0.6251	0.8273	0.9096
No log	1.375	110	0.8778	0.6274	0.8778	0.9369
No log	1.4	112	0.7988	0.5867	0.7988	0.8937
No log	1.425	114	0.7549	0.5935	0.7549	0.8689
No log	1.45	116	0.7757	0.6321	0.7757	0.8808
No log	1.475	118	0.7702	0.6709	0.7702	0.8776
No log	1.5	120	0.8934	0.6013	0.8934	0.9452
No log	1.525	122	0.9950	0.5532	0.9950	0.9975
No log	1.55	124	0.8680	0.6297	0.8680	0.9317
No log	1.575	126	0.8620	0.6297	0.8620	0.9284
No log	1.6	128	1.0763	0.5368	1.0763	1.0375
No log	1.625	130	1.1474	0.5149	1.1474	1.0712
No log	1.65	132	1.0000	0.5663	1.0000	1.0000
No log	1.675	134	0.8201	0.6352	0.8201	0.9056
No log	1.7	136	0.7811	0.6028	0.7811	0.8838
No log	1.725	138	0.7785	0.5837	0.7785	0.8823
No log	1.75	140	0.7312	0.6307	0.7312	0.8551
No log	1.775	142	0.7074	0.6574	0.7074	0.8411
No log	1.8	144	0.6882	0.6645	0.6882	0.8296
No log	1.825	146	0.8534	0.5649	0.8534	0.9238
No log	1.85	148	0.9989	0.5396	0.9989	0.9995
No log	1.875	150	0.9104	0.5629	0.9104	0.9541
No log	1.9	152	0.7729	0.6128	0.7729	0.8791
No log	1.925	154	0.8346	0.6006	0.8346	0.9136
No log	1.95	156	0.9456	0.5764	0.9456	0.9724
No log	1.975	158	1.0041	0.5722	1.0041	1.0021
No log	2.0	160	1.0655	0.5612	1.0655	1.0322
No log	2.025	162	1.0184	0.5662	1.0184	1.0092
No log	2.05	164	0.9792	0.5892	0.9792	0.9895
No log	2.075	166	0.9243	0.5938	0.9243	0.9614
No log	2.1	168	0.7876	0.5868	0.7876	0.8875
No log	2.125	170	0.7687	0.6607	0.7687	0.8768
No log	2.15	172	0.8310	0.5848	0.8310	0.9116
No log	2.175	174	0.9059	0.5962	0.9059	0.9518
No log	2.2	176	1.0694	0.5313	1.0694	1.0341
No log	2.225	178	1.2662	0.5166	1.2662	1.1253
No log	2.25	180	1.1569	0.5365	1.1569	1.0756
No log	2.275	182	0.8828	0.6145	0.8828	0.9396
No log	2.3	184	0.7776	0.6031	0.7776	0.8818
No log	2.325	186	0.8041	0.6124	0.8041	0.8967
No log	2.35	188	0.9165	0.5971	0.9165	0.9573
No log	2.375	190	0.9698	0.5600	0.9698	0.9848
No log	2.4	192	0.8981	0.6324	0.8981	0.9477
No log	2.425	194	0.8374	0.6252	0.8374	0.9151
No log	2.45	196	0.8671	0.6024	0.8671	0.9312
No log	2.475	198	0.9142	0.5992	0.9142	0.9562
No log	2.5	200	0.9297	0.5797	0.9297	0.9642
No log	2.525	202	0.8901	0.6026	0.8901	0.9435
No log	2.55	204	0.9136	0.5845	0.9136	0.9558
No log	2.575	206	0.9335	0.5917	0.9335	0.9662
No log	2.6	208	0.8737	0.5883	0.8737	0.9347
No log	2.625	210	0.8207	0.6160	0.8207	0.9059
No log	2.65	212	0.7700	0.6140	0.7700	0.8775
No log	2.675	214	0.8160	0.6160	0.8160	0.9033
No log	2.7	216	0.9006	0.5848	0.9006	0.9490
No log	2.725	218	0.8815	0.5994	0.8815	0.9389
No log	2.75	220	0.8015	0.6132	0.8015	0.8952
No log	2.775	222	0.7673	0.6159	0.7673	0.8759
No log	2.8	224	0.7293	0.6631	0.7293	0.8540
No log	2.825	226	0.6586	0.6893	0.6586	0.8115
No log	2.85	228	0.6619	0.6893	0.6619	0.8136
No log	2.875	230	0.7216	0.6485	0.7216	0.8495
No log	2.9	232	0.8097	0.6368	0.8097	0.8998
No log	2.925	234	0.9360	0.5646	0.9360	0.9675
No log	2.95	236	0.8603	0.5894	0.8603	0.9275
No log	2.975	238	0.7039	0.6549	0.7039	0.8390
No log	3.0	240	0.6509	0.7247	0.6509	0.8068
No log	3.025	242	0.6670	0.6702	0.6670	0.8167
No log	3.05	244	0.7900	0.6594	0.7900	0.8888
No log	3.075	246	0.9634	0.5805	0.9634	0.9815
No log	3.1	248	1.0936	0.5560	1.0936	1.0457
No log	3.125	250	1.0176	0.5711	1.0176	1.0088
No log	3.15	252	0.9097	0.5918	0.9097	0.9538
No log	3.175	254	0.9010	0.5717	0.9010	0.9492
No log	3.2	256	0.9684	0.5607	0.9684	0.9841
No log	3.225	258	1.0443	0.5455	1.0443	1.0219
No log	3.25	260	1.0478	0.5588	1.0478	1.0236
No log	3.275	262	0.9339	0.5857	0.9339	0.9664
No log	3.3	264	0.7935	0.6482	0.7935	0.8908
No log	3.325	266	0.7524	0.6472	0.7524	0.8674
No log	3.35	268	0.7829	0.6464	0.7829	0.8848
No log	3.375	270	0.9225	0.5958	0.9225	0.9604
No log	3.4	272	1.0325	0.5270	1.0325	1.0161
No log	3.425	274	0.9880	0.5794	0.9880	0.9940
No log	3.45	276	0.8497	0.6120	0.8497	0.9218
No log	3.475	278	0.7794	0.6063	0.7794	0.8828
No log	3.5	280	0.7662	0.6316	0.7662	0.8753
No log	3.525	282	0.7847	0.6180	0.7847	0.8858
No log	3.55	284	0.8303	0.5972	0.8303	0.9112
No log	3.575	286	0.9601	0.6382	0.9601	0.9799
No log	3.6	288	0.9971	0.6239	0.9971	0.9985
No log	3.625	290	0.9302	0.6209	0.9302	0.9645
No log	3.65	292	0.8665	0.6014	0.8665	0.9309
No log	3.675	294	0.8214	0.6131	0.8214	0.9063
No log	3.7	296	0.8347	0.5978	0.8347	0.9136
No log	3.725	298	0.8778	0.6339	0.8778	0.9369
No log	3.75	300	0.8242	0.6532	0.8242	0.9078
No log	3.775	302	0.7549	0.64	0.7549	0.8689
No log	3.8	304	0.7327	0.6372	0.7327	0.8560
No log	3.825	306	0.7358	0.6410	0.7358	0.8578
No log	3.85	308	0.7912	0.6616	0.7912	0.8895
No log	3.875	310	0.8739	0.6611	0.8739	0.9348
No log	3.9	312	0.9222	0.6299	0.9222	0.9603
No log	3.925	314	0.9457	0.6433	0.9457	0.9725
No log	3.95	316	0.8476	0.6372	0.8476	0.9207
No log	3.975	318	0.8282	0.6031	0.8282	0.9101
No log	4.0	320	0.7991	0.5857	0.7991	0.8940
No log	4.025	322	0.8132	0.6373	0.8132	0.9018
No log	4.05	324	0.8764	0.6253	0.8764	0.9361
No log	4.075	326	0.9146	0.6218	0.9146	0.9564
No log	4.1	328	0.8438	0.6317	0.8438	0.9186
No log	4.125	330	0.7472	0.6478	0.7472	0.8644
No log	4.15	332	0.7122	0.6705	0.7122	0.8439
No log	4.175	334	0.7430	0.6581	0.7430	0.8620
No log	4.2	336	0.7908	0.6607	0.7908	0.8893
No log	4.225	338	0.8592	0.6322	0.8592	0.9269
No log	4.25	340	0.8670	0.6134	0.8670	0.9311
No log	4.275	342	0.8166	0.6486	0.8166	0.9036
No log	4.3	344	0.8424	0.6351	0.8424	0.9178
No log	4.325	346	0.8104	0.6449	0.8104	0.9002
No log	4.35	348	0.7323	0.6799	0.7323	0.8557
No log	4.375	350	0.7005	0.6898	0.7005	0.8370
No log	4.4	352	0.7177	0.6825	0.7177	0.8472
No log	4.425	354	0.7655	0.6454	0.7655	0.8749
No log	4.45	356	0.7570	0.6522	0.7570	0.8701
No log	4.475	358	0.7136	0.6743	0.7136	0.8448
No log	4.5	360	0.7034	0.6728	0.7034	0.8387
No log	4.525	362	0.7387	0.6604	0.7387	0.8595
No log	4.55	364	0.7390	0.6676	0.7390	0.8597
No log	4.575	366	0.6689	0.7043	0.6689	0.8179
No log	4.6	368	0.6248	0.6974	0.6248	0.7904
No log	4.625	370	0.6351	0.7055	0.6351	0.7969
No log	4.65	372	0.6787	0.6967	0.6787	0.8238
No log	4.675	374	0.7531	0.6887	0.7531	0.8678
No log	4.7	376	0.8842	0.6725	0.8842	0.9403
No log	4.725	378	0.9221	0.6628	0.9221	0.9603
No log	4.75	380	0.8489	0.6755	0.8489	0.9213
No log	4.775	382	0.7431	0.6796	0.7431	0.8621
No log	4.8	384	0.6955	0.6864	0.6955	0.8340
No log	4.825	386	0.6780	0.7015	0.6780	0.8234
No log	4.85	388	0.6665	0.7015	0.6665	0.8164
No log	4.875	390	0.6957	0.7031	0.6957	0.8341
No log	4.9	392	0.7140	0.6703	0.7140	0.8450
No log	4.925	394	0.7091	0.6737	0.7091	0.8421
No log	4.95	396	0.6766	0.6812	0.6766	0.8225
No log	4.975	398	0.6687	0.6825	0.6687	0.8177
No log	5.0	400	0.6755	0.6997	0.6755	0.8219
No log	5.025	402	0.6868	0.6894	0.6868	0.8287
No log	5.05	404	0.7224	0.6718	0.7224	0.8499
No log	5.075	406	0.8171	0.6581	0.8171	0.9039
No log	5.1	408	0.8358	0.6410	0.8358	0.9142
No log	5.125	410	0.7843	0.6375	0.7843	0.8856
No log	5.15	412	0.7122	0.6449	0.7122	0.8439
No log	5.175	414	0.7001	0.6508	0.7001	0.8367
No log	5.2	416	0.7464	0.6541	0.7464	0.8639
No log	5.225	418	0.8263	0.6622	0.8263	0.9090
No log	5.25	420	0.8458	0.6657	0.8458	0.9197
No log	5.275	422	0.8346	0.6740	0.8346	0.9135
No log	5.3	424	0.8192	0.6921	0.8192	0.9051
No log	5.325	426	0.8373	0.6698	0.8373	0.9151
No log	5.35	428	0.8304	0.6833	0.8304	0.9113
No log	5.375	430	0.7764	0.6892	0.7764	0.8811
No log	5.4	432	0.7205	0.6961	0.7205	0.8488
No log	5.425	434	0.6620	0.7236	0.6620	0.8136
No log	5.45	436	0.6482	0.7274	0.6482	0.8051
No log	5.475	438	0.6696	0.7068	0.6696	0.8183
No log	5.5	440	0.7405	0.6557	0.7405	0.8605
No log	5.525	442	0.8214	0.6304	0.8214	0.9063
No log	5.55	444	0.8230	0.6425	0.8230	0.9072
No log	5.575	446	0.7589	0.6587	0.7589	0.8712
No log	5.6	448	0.6995	0.6873	0.6995	0.8364
No log	5.625	450	0.7002	0.6880	0.7002	0.8368
No log	5.65	452	0.7557	0.6748	0.7557	0.8693
No log	5.675	454	0.8226	0.6579	0.8226	0.9070
No log	5.7	456	0.8099	0.6517	0.8099	0.8999
No log	5.725	458	0.7615	0.6723	0.7615	0.8727
No log	5.75	460	0.7536	0.6758	0.7536	0.8681
No log	5.775	462	0.7814	0.6601	0.7814	0.8840
No log	5.8	464	0.8191	0.6482	0.8191	0.9050
No log	5.825	466	0.8345	0.6452	0.8345	0.9135
No log	5.85	468	0.8501	0.6310	0.8501	0.9220
No log	5.875	470	0.8816	0.6220	0.8816	0.9390
No log	5.9	472	0.9005	0.6226	0.9005	0.9490
No log	5.925	474	0.8961	0.6226	0.8961	0.9466
No log	5.95	476	0.8336	0.6402	0.8336	0.9130
No log	5.975	478	0.7545	0.6711	0.7545	0.8686
No log	6.0	480	0.7282	0.6691	0.7282	0.8533
No log	6.025	482	0.7328	0.6656	0.7328	0.8561
No log	6.05	484	0.7287	0.6702	0.7287	0.8536
No log	6.075	486	0.7704	0.6408	0.7704	0.8777
No log	6.1	488	0.8470	0.6366	0.8470	0.9203
No log	6.125	490	0.8597	0.6313	0.8597	0.9272
No log	6.15	492	0.7954	0.6376	0.7954	0.8918
No log	6.175	494	0.7116	0.6618	0.7116	0.8436
No log	6.2	496	0.6821	0.7013	0.6821	0.8259
No log	6.225	498	0.6891	0.7013	0.6891	0.8301
0.4494	6.25	500	0.7385	0.6762	0.7385	0.8594
0.4494	6.275	502	0.8239	0.6707	0.8239	0.9077
0.4494	6.3	504	0.8707	0.6748	0.8707	0.9331
0.4494	6.325	506	0.8688	0.6684	0.8688	0.9321
0.4494	6.35	508	0.7995	0.6762	0.7995	0.8942
0.4494	6.375	510	0.7244	0.6893	0.7244	0.8511
0.4494	6.4	512	0.6571	0.7146	0.6571	0.8106
0.4494	6.425	514	0.6464	0.7175	0.6464	0.8040
0.4494	6.45	516	0.6852	0.7177	0.6852	0.8278
0.4494	6.475	518	0.7866	0.6352	0.7866	0.8869
0.4494	6.5	520	0.8870	0.6124	0.8870	0.9418
0.4494	6.525	522	0.9384	0.6034	0.9384	0.9687
0.4494	6.55	524	0.9060	0.6181	0.9060	0.9518
0.4494	6.575	526	0.8154	0.6375	0.8154	0.9030
0.4494	6.6	528	0.7210	0.7008	0.7210	0.8491
0.4494	6.625	530	0.6821	0.7128	0.6821	0.8259
0.4494	6.65	532	0.6745	0.7162	0.6745	0.8213
0.4494	6.675	534	0.6892	0.7053	0.6892	0.8302
0.4494	6.7	536	0.7386	0.6796	0.7386	0.8594
0.4494	6.725	538	0.7888	0.6608	0.7888	0.8881
0.4494	6.75	540	0.8091	0.6560	0.8091	0.8995
0.4494	6.775	542	0.7881	0.6608	0.7881	0.8877
0.4494	6.8	544	0.7423	0.6640	0.7423	0.8615
0.4494	6.825	546	0.6890	0.6984	0.6890	0.8300
0.4494	6.85	548	0.6793	0.7088	0.6793	0.8242
0.4494	6.875	550	0.7044	0.6761	0.7044	0.8393
0.4494	6.9	552	0.7268	0.6617	0.7268	0.8525
0.4494	6.925	554	0.7507	0.6585	0.7507	0.8664
0.4494	6.95	556	0.7539	0.6569	0.7539	0.8683
0.4494	6.975	558	0.7341	0.6657	0.7341	0.8568
0.4494	7.0	560	0.7432	0.6640	0.7432	0.8621
0.4494	7.025	562	0.7148	0.6736	0.7148	0.8455
0.4494	7.05	564	0.7100	0.6824	0.7100	0.8426
0.4494	7.075	566	0.6983	0.6880	0.6983	0.8357
0.4494	7.1	568	0.7039	0.6880	0.7039	0.8390
0.4494	7.125	570	0.7247	0.6698	0.7247	0.8513
0.4494	7.15	572	0.7672	0.6712	0.7672	0.8759
0.4494	7.175	574	0.8151	0.6588	0.8151	0.9029
0.4494	7.2	576	0.8315	0.6648	0.8315	0.9118
0.4494	7.225	578	0.7982	0.6620	0.7982	0.8934
0.4494	7.25	580	0.7646	0.6686	0.7646	0.8744
0.4494	7.275	582	0.7617	0.6686	0.7617	0.8728
0.4494	7.3	584	0.7817	0.6572	0.7817	0.8841
0.4494	7.325	586	0.8246	0.6446	0.8246	0.9081
0.4494	7.35	588	0.8432	0.6424	0.8432	0.9183
0.4494	7.375	590	0.8389	0.6416	0.8389	0.9159
0.4494	7.4	592	0.8368	0.6352	0.8368	0.9147
0.4494	7.425	594	0.8081	0.6501	0.8081	0.8989
0.4494	7.45	596	0.7549	0.6581	0.7549	0.8688
0.4494	7.475	598	0.7193	0.6847	0.7193	0.8481
0.4494	7.5	600	0.6908	0.6905	0.6908	0.8312
0.4494	7.525	602	0.6707	0.7168	0.6707	0.8190
0.4494	7.55	604	0.6692	0.7168	0.6692	0.8180
0.4494	7.575	606	0.6832	0.6982	0.6832	0.8265
0.4494	7.6	608	0.7115	0.6737	0.7115	0.8435
0.4494	7.625	610	0.7627	0.6572	0.7627	0.8733
0.4494	7.65	612	0.7887	0.6572	0.7887	0.8881
0.4494	7.675	614	0.8247	0.6638	0.8247	0.9081
0.4494	7.7	616	0.8228	0.6603	0.8228	0.9071
0.4494	7.725	618	0.7984	0.6662	0.7984	0.8935
0.4494	7.75	620	0.7745	0.6662	0.7745	0.8801
0.4494	7.775	622	0.7621	0.6572	0.7621	0.8730
0.4494	7.8	624	0.7625	0.6572	0.7625	0.8732
0.4494	7.825	626	0.7762	0.6671	0.7762	0.8810
0.4494	7.85	628	0.7801	0.6671	0.7801	0.8833
0.4494	7.875	630	0.7650	0.6783	0.7650	0.8746
0.4494	7.9	632	0.7611	0.6801	0.7611	0.8724
0.4494	7.925	634	0.7571	0.6801	0.7571	0.8701
0.4494	7.95	636	0.7413	0.6836	0.7413	0.8610
0.4494	7.975	638	0.7434	0.6818	0.7434	0.8622
0.4494	8.0	640	0.7597	0.6801	0.7597	0.8716
0.4494	8.025	642	0.7772	0.6783	0.7772	0.8816
0.4494	8.05	644	0.7951	0.6662	0.7951	0.8917
0.4494	8.075	646	0.7948	0.6671	0.7948	0.8915
0.4494	8.1	648	0.7731	0.6671	0.7731	0.8793
0.4494	8.125	650	0.7612	0.6605	0.7612	0.8725
0.4494	8.15	652	0.7598	0.6605	0.7598	0.8717
0.4494	8.175	654	0.7603	0.6605	0.7603	0.8719
0.4494	8.2	656	0.7573	0.6730	0.7573	0.8703
0.4494	8.225	658	0.7520	0.6666	0.7520	0.8672
0.4494	8.25	660	0.7318	0.6773	0.7318	0.8555
0.4494	8.275	662	0.7181	0.6790	0.7181	0.8474
0.4494	8.3	664	0.7238	0.6734	0.7238	0.8508
0.4494	8.325	666	0.7393	0.6681	0.7393	0.8599
0.4494	8.35	668	0.7544	0.6710	0.7544	0.8686
0.4494	8.375	670	0.7465	0.6770	0.7465	0.8640
0.4494	8.4	672	0.7355	0.6698	0.7355	0.8576
0.4494	8.425	674	0.7305	0.6788	0.7305	0.8547
0.4494	8.45	676	0.7428	0.6770	0.7428	0.8619
0.4494	8.475	678	0.7531	0.6770	0.7531	0.8678
0.4494	8.5	680	0.7637	0.6746	0.7637	0.8739
0.4494	8.525	682	0.7718	0.6729	0.7718	0.8785
0.4494	8.55	684	0.7569	0.6746	0.7569	0.8700
0.4494	8.575	686	0.7382	0.6807	0.7382	0.8592
0.4494	8.6	688	0.7308	0.6718	0.7308	0.8548
0.4494	8.625	690	0.7355	0.6718	0.7355	0.8576
0.4494	8.65	692	0.7417	0.6684	0.7417	0.8612
0.4494	8.675	694	0.7535	0.6730	0.7535	0.8681
0.4494	8.7	696	0.7601	0.6605	0.7601	0.8718
0.4494	8.725	698	0.7597	0.6605	0.7597	0.8716
0.4494	8.75	700	0.7541	0.6605	0.7541	0.8684
0.4494	8.775	702	0.7580	0.6589	0.7580	0.8707
0.4494	8.8	704	0.7603	0.6572	0.7603	0.8720
0.4494	8.825	706	0.7610	0.6501	0.7610	0.8724
0.4494	8.85	708	0.7544	0.6589	0.7544	0.8686
0.4494	8.875	710	0.7585	0.6501	0.7585	0.8709
0.4494	8.9	712	0.7594	0.6572	0.7594	0.8714
0.4494	8.925	714	0.7688	0.6572	0.7688	0.8768
0.4494	8.95	716	0.7926	0.6485	0.7926	0.8903
0.4494	8.975	718	0.8058	0.6454	0.8058	0.8976
0.4494	9.0	720	0.8078	0.6454	0.8078	0.8988
0.4494	9.025	722	0.8214	0.6361	0.8214	0.9063
0.4494	9.05	724	0.8277	0.6361	0.8277	0.9098
0.4494	9.075	726	0.8237	0.6361	0.8237	0.9076
0.4494	9.1	728	0.8163	0.6454	0.8163	0.9035
0.4494	9.125	730	0.8062	0.6454	0.8062	0.8979
0.4494	9.15	732	0.7911	0.6485	0.7911	0.8894
0.4494	9.175	734	0.7741	0.6501	0.7741	0.8798
0.4494	9.2	736	0.7605	0.6533	0.7605	0.8721
0.4494	9.225	738	0.7548	0.6605	0.7548	0.8688
0.4494	9.25	740	0.7589	0.6605	0.7589	0.8711
0.4494	9.275	742	0.7700	0.6589	0.7700	0.8775
0.4494	9.3	744	0.7817	0.6501	0.7817	0.8841
0.4494	9.325	746	0.7966	0.6501	0.7966	0.8925
0.4494	9.35	748	0.8113	0.6469	0.8113	0.9007
0.4494	9.375	750	0.8203	0.6433	0.8203	0.9057
0.4494	9.4	752	0.8246	0.6433	0.8246	0.9081
0.4494	9.425	754	0.8285	0.6433	0.8285	0.9102
0.4494	9.45	756	0.8257	0.6433	0.8257	0.9087
0.4494	9.475	758	0.8188	0.6441	0.8188	0.9049
0.4494	9.5	760	0.8145	0.6441	0.8145	0.9025
0.4494	9.525	762	0.8114	0.6441	0.8114	0.9008
0.4494	9.55	764	0.8084	0.6441	0.8084	0.8991
0.4494	9.575	766	0.8080	0.6441	0.8080	0.8989
0.4494	9.6	768	0.8072	0.6441	0.8072	0.8984
0.4494	9.625	770	0.8038	0.6441	0.8038	0.8966
0.4494	9.65	772	0.8013	0.6441	0.8013	0.8952
0.4494	9.675	774	0.8007	0.6441	0.8007	0.8948
0.4494	9.7	776	0.8012	0.6441	0.8012	0.8951
0.4494	9.725	778	0.8048	0.6441	0.8048	0.8971
0.4494	9.75	780	0.8059	0.6441	0.8059	0.8977
0.4494	9.775	782	0.8030	0.6441	0.8030	0.8961
0.4494	9.8	784	0.7995	0.6485	0.7995	0.8942
0.4494	9.825	786	0.7992	0.6485	0.7992	0.8940
0.4494	9.85	788	0.7978	0.6485	0.7978	0.8932
0.4494	9.875	790	0.7972	0.6485	0.7972	0.8929
0.4494	9.9	792	0.7960	0.6485	0.7960	0.8922
0.4494	9.925	794	0.7941	0.6501	0.7941	0.8911
0.4494	9.95	796	0.7920	0.6501	0.7920	0.8899
0.4494	9.975	798	0.7909	0.6572	0.7909	0.8893
0.4494	10.0	800	0.7905	0.6572	0.7905	0.8891

Framework versions

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