ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k12_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: 0.9917
• Qwk: 0.5935
• Mse: 0.9917
• Rmse: 0.9958

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: 16
• eval_batch_size: 16
• 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	0.0645	2	7.8834	-0.0404	7.8834	2.8077
No log	0.1290	4	5.5411	-0.0349	5.5411	2.3540
No log	0.1935	6	4.0026	0.0426	4.0026	2.0006
No log	0.2581	8	3.0492	0.0817	3.0492	1.7462
No log	0.3226	10	2.2901	0.1513	2.2901	1.5133
No log	0.3871	12	1.8030	0.1767	1.8030	1.3428
No log	0.4516	14	1.6153	0.1194	1.6153	1.2709
No log	0.5161	16	1.3966	0.0856	1.3966	1.1818
No log	0.5806	18	1.2132	0.1994	1.2132	1.1014
No log	0.6452	20	1.1027	0.3693	1.1027	1.0501
No log	0.7097	22	1.0589	0.3203	1.0589	1.0290
No log	0.7742	24	1.0197	0.3651	1.0197	1.0098
No log	0.8387	26	0.9881	0.4038	0.9881	0.9940
No log	0.9032	28	1.0069	0.4727	1.0069	1.0034
No log	0.9677	30	1.1107	0.4473	1.1107	1.0539
No log	1.0323	32	1.1140	0.4086	1.1140	1.0555
No log	1.0968	34	1.0109	0.4866	1.0109	1.0054
No log	1.1613	36	0.8724	0.5094	0.8724	0.9340
No log	1.2258	38	0.8420	0.5645	0.8420	0.9176
No log	1.2903	40	0.8251	0.5860	0.8251	0.9083
No log	1.3548	42	0.8001	0.5576	0.8001	0.8945
No log	1.4194	44	0.8294	0.5614	0.8294	0.9107
No log	1.4839	46	0.9313	0.4941	0.9313	0.9650
No log	1.5484	48	1.0066	0.4735	1.0066	1.0033
No log	1.6129	50	0.9956	0.4762	0.9956	0.9978
No log	1.6774	52	0.9500	0.5132	0.9500	0.9747
No log	1.7419	54	0.9370	0.4962	0.9370	0.9680
No log	1.8065	56	1.0020	0.4319	1.0020	1.0010
No log	1.8710	58	0.9979	0.4113	0.9979	0.9990
No log	1.9355	60	0.8608	0.4857	0.8608	0.9278
No log	2.0	62	0.7743	0.5882	0.7743	0.8800
No log	2.0645	64	0.7801	0.6106	0.7801	0.8832
No log	2.1290	66	0.9084	0.5805	0.9084	0.9531
No log	2.1935	68	0.9575	0.5246	0.9575	0.9785
No log	2.2581	70	0.8742	0.5848	0.8742	0.9350
No log	2.3226	72	0.7352	0.6253	0.7352	0.8574
No log	2.3871	74	0.6813	0.6645	0.6813	0.8254
No log	2.4516	76	0.6860	0.6320	0.6860	0.8283
No log	2.5161	78	0.6918	0.6347	0.6918	0.8317
No log	2.5806	80	0.7272	0.6198	0.7272	0.8527
No log	2.6452	82	0.7795	0.5923	0.7795	0.8829
No log	2.7097	84	0.7955	0.5780	0.7955	0.8919
No log	2.7742	86	0.8170	0.5689	0.8170	0.9039
No log	2.8387	88	0.8176	0.5920	0.8176	0.9042
No log	2.9032	90	0.7925	0.6142	0.7925	0.8902
No log	2.9677	92	0.7888	0.6191	0.7888	0.8881
No log	3.0323	94	0.8402	0.5940	0.8402	0.9167
No log	3.0968	96	0.9714	0.6012	0.9714	0.9856
No log	3.1613	98	0.9432	0.6016	0.9432	0.9712
No log	3.2258	100	0.8820	0.6226	0.8820	0.9391
No log	3.2903	102	0.7766	0.6233	0.7766	0.8813
No log	3.3548	104	0.6929	0.6553	0.6929	0.8324
No log	3.4194	106	0.6917	0.6112	0.6917	0.8317
No log	3.4839	108	0.6871	0.6558	0.6871	0.8289
No log	3.5484	110	0.6759	0.6339	0.6759	0.8221
No log	3.6129	112	0.7152	0.6469	0.7152	0.8457
No log	3.6774	114	0.8356	0.6273	0.8356	0.9141
No log	3.7419	116	0.8749	0.6099	0.8749	0.9354
No log	3.8065	118	0.7970	0.6392	0.7970	0.8927
No log	3.8710	120	0.7179	0.6558	0.7179	0.8473
No log	3.9355	122	0.6668	0.6577	0.6668	0.8166
No log	4.0	124	0.6540	0.6892	0.6540	0.8087
No log	4.0645	126	0.6690	0.6851	0.6690	0.8179
No log	4.1290	128	0.6700	0.7007	0.6700	0.8186
No log	4.1935	130	0.6829	0.6953	0.6829	0.8264
No log	4.2581	132	0.7398	0.6634	0.7398	0.8601
No log	4.3226	134	0.8645	0.6123	0.8645	0.9298
No log	4.3871	136	0.8819	0.6040	0.8819	0.9391
No log	4.4516	138	0.7892	0.6418	0.7892	0.8884
No log	4.5161	140	0.6918	0.7030	0.6918	0.8317
No log	4.5806	142	0.6808	0.6996	0.6808	0.8251
No log	4.6452	144	0.6774	0.6996	0.6774	0.8231
No log	4.7097	146	0.6905	0.6805	0.6905	0.8310
No log	4.7742	148	0.7685	0.6225	0.7685	0.8766
No log	4.8387	150	0.8471	0.5993	0.8471	0.9204
No log	4.9032	152	0.9025	0.6037	0.9025	0.9500
No log	4.9677	154	0.8698	0.6037	0.8698	0.9326
No log	5.0323	156	0.7385	0.6613	0.7385	0.8593
No log	5.0968	158	0.6788	0.7210	0.6788	0.8239
No log	5.1613	160	0.7008	0.7085	0.7008	0.8371
No log	5.2258	162	0.7020	0.7026	0.7020	0.8379
No log	5.2903	164	0.7033	0.7066	0.7033	0.8386
No log	5.3548	166	0.7210	0.6754	0.7210	0.8491
No log	5.4194	168	0.7281	0.6676	0.7281	0.8533
No log	5.4839	170	0.7195	0.6954	0.7195	0.8482
No log	5.5484	172	0.7001	0.7127	0.7001	0.8367
No log	5.6129	174	0.6890	0.7212	0.6890	0.8301
No log	5.6774	176	0.6875	0.7205	0.6875	0.8292
No log	5.7419	178	0.7330	0.6844	0.7330	0.8562
No log	5.8065	180	0.8159	0.6254	0.8159	0.9033
No log	5.8710	182	0.8225	0.6114	0.8225	0.9069
No log	5.9355	184	0.7254	0.6683	0.7254	0.8517
No log	6.0	186	0.6645	0.7075	0.6645	0.8152
No log	6.0645	188	0.6885	0.6831	0.6885	0.8298
No log	6.1290	190	0.6903	0.6831	0.6903	0.8308
No log	6.1935	192	0.6673	0.7072	0.6673	0.8169
No log	6.2581	194	0.6788	0.7031	0.6788	0.8239
No log	6.3226	196	0.7027	0.6873	0.7027	0.8383
No log	6.3871	198	0.6983	0.6947	0.6983	0.8356
No log	6.4516	200	0.6783	0.7234	0.6783	0.8236
No log	6.5161	202	0.6888	0.7058	0.6888	0.8299
No log	6.5806	204	0.7074	0.7059	0.7074	0.8411
No log	6.6452	206	0.7100	0.7046	0.7100	0.8426
No log	6.7097	208	0.7075	0.6810	0.7075	0.8411
No log	6.7742	210	0.7046	0.6997	0.7046	0.8394
No log	6.8387	212	0.6943	0.7051	0.6943	0.8332
No log	6.9032	214	0.6843	0.7124	0.6843	0.8272
No log	6.9677	216	0.6820	0.7010	0.6820	0.8259
No log	7.0323	218	0.6852	0.7211	0.6852	0.8277
No log	7.0968	220	0.7024	0.7156	0.7024	0.8381
No log	7.1613	222	0.7340	0.6642	0.7340	0.8567
No log	7.2258	224	0.7321	0.6889	0.7321	0.8556
No log	7.2903	226	0.7315	0.7100	0.7315	0.8553
No log	7.3548	228	0.7536	0.6991	0.7536	0.8681
No log	7.4194	230	0.7772	0.7009	0.7772	0.8816
No log	7.4839	232	0.7999	0.6997	0.7999	0.8944
No log	7.5484	234	0.8096	0.6531	0.8096	0.8998
No log	7.6129	236	0.8354	0.6676	0.8354	0.9140
No log	7.6774	238	0.8547	0.6643	0.8547	0.9245
No log	7.7419	240	0.8494	0.6652	0.8494	0.9216
No log	7.8065	242	0.8140	0.6476	0.8140	0.9022
No log	7.8710	244	0.8058	0.6718	0.8058	0.8977
No log	7.9355	246	0.7982	0.6690	0.7982	0.8934
No log	8.0	248	0.7954	0.6733	0.7954	0.8919
No log	8.0645	250	0.7985	0.6863	0.7985	0.8936
No log	8.1290	252	0.8239	0.6644	0.8239	0.9077
No log	8.1935	254	0.8422	0.6523	0.8422	0.9177
No log	8.2581	256	0.8423	0.6623	0.8423	0.9177
No log	8.3226	258	0.8738	0.6380	0.8738	0.9348
No log	8.3871	260	0.8572	0.6536	0.8572	0.9259
No log	8.4516	262	0.8308	0.6656	0.8308	0.9115
No log	8.5161	264	0.7892	0.6753	0.7892	0.8884
No log	8.5806	266	0.7552	0.6765	0.7552	0.8690
No log	8.6452	268	0.7778	0.6597	0.7778	0.8819
No log	8.7097	270	0.8034	0.6489	0.8034	0.8963
No log	8.7742	272	0.7918	0.6715	0.7918	0.8899
No log	8.8387	274	0.8045	0.6737	0.8045	0.8969
No log	8.9032	276	0.8329	0.6671	0.8329	0.9126
No log	8.9677	278	0.8533	0.6633	0.8533	0.9237
No log	9.0323	280	0.8569	0.6303	0.8569	0.9257
No log	9.0968	282	0.8737	0.6100	0.8737	0.9347
No log	9.1613	284	0.8688	0.6109	0.8688	0.9321
No log	9.2258	286	0.8590	0.6130	0.8590	0.9268
No log	9.2903	288	0.8545	0.6458	0.8545	0.9244
No log	9.3548	290	0.8647	0.6121	0.8647	0.9299
No log	9.4194	292	0.8941	0.6118	0.8941	0.9456
No log	9.4839	294	0.8806	0.6276	0.8806	0.9384
No log	9.5484	296	0.8838	0.6365	0.8838	0.9401
No log	9.6129	298	0.8868	0.6408	0.8868	0.9417
No log	9.6774	300	0.8613	0.6269	0.8613	0.9281
No log	9.7419	302	0.8419	0.6403	0.8419	0.9175
No log	9.8065	304	0.8213	0.6458	0.8213	0.9062
No log	9.8710	306	0.8068	0.6753	0.8068	0.8982
No log	9.9355	308	0.7894	0.6798	0.7894	0.8885
No log	10.0	310	0.7906	0.6577	0.7906	0.8892
No log	10.0645	312	0.7995	0.6466	0.7995	0.8941
No log	10.1290	314	0.8014	0.6597	0.8014	0.8952
No log	10.1935	316	0.8113	0.6508	0.8113	0.9007
No log	10.2581	318	0.8374	0.6726	0.8374	0.9151
No log	10.3226	320	0.8435	0.6751	0.8435	0.9184
No log	10.3871	322	0.8526	0.6495	0.8526	0.9234
No log	10.4516	324	0.8456	0.6579	0.8456	0.9196
No log	10.5161	326	0.8848	0.6279	0.8848	0.9406
No log	10.5806	328	0.8842	0.6449	0.8842	0.9403
No log	10.6452	330	0.8355	0.6479	0.8355	0.9140
No log	10.7097	332	0.8035	0.6589	0.8035	0.8964
No log	10.7742	334	0.8191	0.6591	0.8191	0.9051
No log	10.8387	336	0.8481	0.6591	0.8481	0.9209
No log	10.9032	338	0.8819	0.6543	0.8819	0.9391
No log	10.9677	340	0.8645	0.6456	0.8645	0.9298
No log	11.0323	342	0.8272	0.6607	0.8272	0.9095
No log	11.0968	344	0.8125	0.6396	0.8125	0.9014
No log	11.1613	346	0.8103	0.6516	0.8103	0.9002
No log	11.2258	348	0.8339	0.6545	0.8339	0.9132
No log	11.2903	350	0.8578	0.6515	0.8578	0.9262
No log	11.3548	352	0.8296	0.6467	0.8296	0.9108
No log	11.4194	354	0.8008	0.6666	0.8008	0.8949
No log	11.4839	356	0.7742	0.6715	0.7742	0.8799
No log	11.5484	358	0.7863	0.6395	0.7863	0.8867
No log	11.6129	360	0.7996	0.6395	0.7996	0.8942
No log	11.6774	362	0.8006	0.6430	0.8006	0.8947
No log	11.7419	364	0.8272	0.6361	0.8272	0.9095
No log	11.8065	366	0.8366	0.6282	0.8366	0.9147
No log	11.8710	368	0.8542	0.6433	0.8542	0.9243
No log	11.9355	370	0.8489	0.6274	0.8489	0.9214
No log	12.0	372	0.8268	0.6456	0.8268	0.9093
No log	12.0645	374	0.8242	0.6527	0.8242	0.9079
No log	12.1290	376	0.8466	0.6486	0.8466	0.9201
No log	12.1935	378	0.8664	0.6321	0.8664	0.9308
No log	12.2581	380	0.8886	0.6391	0.8886	0.9427
No log	12.3226	382	0.8962	0.6391	0.8962	0.9467
No log	12.3871	384	0.8510	0.6441	0.8510	0.9225
No log	12.4516	386	0.8207	0.6588	0.8207	0.9059
No log	12.5161	388	0.8391	0.6491	0.8391	0.9160
No log	12.5806	390	0.9258	0.6251	0.9258	0.9622
No log	12.6452	392	0.9846	0.6326	0.9846	0.9923
No log	12.7097	394	0.9647	0.6361	0.9647	0.9822
No log	12.7742	396	0.8804	0.6273	0.8804	0.9383
No log	12.8387	398	0.8190	0.6548	0.8190	0.9050
No log	12.9032	400	0.8085	0.6600	0.8085	0.8991
No log	12.9677	402	0.8269	0.6550	0.8269	0.9094
No log	13.0323	404	0.8117	0.6645	0.8117	0.9010
No log	13.0968	406	0.8159	0.6550	0.8159	0.9033
No log	13.1613	408	0.8521	0.6601	0.8521	0.9231
No log	13.2258	410	0.8552	0.6350	0.8552	0.9248
No log	13.2903	412	0.8847	0.6481	0.8847	0.9406
No log	13.3548	414	0.9375	0.6266	0.9375	0.9683
No log	13.4194	416	0.9450	0.6301	0.9450	0.9721
No log	13.4839	418	0.9259	0.6485	0.9259	0.9622
No log	13.5484	420	0.9192	0.6290	0.9192	0.9588
No log	13.6129	422	0.9226	0.6310	0.9226	0.9605
No log	13.6774	424	0.9167	0.6260	0.9167	0.9574
No log	13.7419	426	0.9245	0.6233	0.9245	0.9615
No log	13.8065	428	0.9213	0.6183	0.9213	0.9598
No log	13.8710	430	0.9068	0.6179	0.9068	0.9523
No log	13.9355	432	0.8905	0.6240	0.8905	0.9436
No log	14.0	434	0.8962	0.6127	0.8962	0.9467
No log	14.0645	436	0.9020	0.6306	0.9020	0.9498
No log	14.1290	438	0.8872	0.6434	0.8872	0.9419
No log	14.1935	440	0.8514	0.6544	0.8514	0.9227
No log	14.2581	442	0.8263	0.6423	0.8263	0.9090
No log	14.3226	444	0.8018	0.6552	0.8018	0.8954
No log	14.3871	446	0.8183	0.6728	0.8183	0.9046
No log	14.4516	448	0.8635	0.6031	0.8635	0.9293
No log	14.5161	450	0.8804	0.6099	0.8804	0.9383
No log	14.5806	452	0.9119	0.6304	0.9119	0.9550
No log	14.6452	454	0.9128	0.6526	0.9128	0.9554
No log	14.7097	456	0.9111	0.6275	0.9111	0.9545
No log	14.7742	458	0.9419	0.6296	0.9419	0.9705
No log	14.8387	460	1.0136	0.5741	1.0136	1.0068
No log	14.9032	462	1.0309	0.5700	1.0309	1.0153
No log	14.9677	464	0.9962	0.5901	0.9962	0.9981
No log	15.0323	466	0.9433	0.6254	0.9433	0.9712
No log	15.0968	468	0.9056	0.6255	0.9056	0.9516
No log	15.1613	470	0.9133	0.6212	0.9133	0.9557
No log	15.2258	472	0.9586	0.6212	0.9586	0.9791
No log	15.2903	474	1.0250	0.5993	1.0250	1.0124
No log	15.3548	476	1.0301	0.5951	1.0301	1.0149
No log	15.4194	478	1.0203	0.6048	1.0203	1.0101
No log	15.4839	480	0.9732	0.6121	0.9732	0.9865
No log	15.5484	482	0.8894	0.6587	0.8894	0.9431
No log	15.6129	484	0.8708	0.6603	0.8708	0.9332
No log	15.6774	486	0.8908	0.6492	0.8908	0.9438
No log	15.7419	488	0.9346	0.6251	0.9346	0.9668
No log	15.8065	490	0.9364	0.6218	0.9364	0.9677
No log	15.8710	492	0.9217	0.6334	0.9217	0.9601
No log	15.9355	494	0.9353	0.6334	0.9353	0.9671
No log	16.0	496	0.9707	0.6150	0.9707	0.9852
No log	16.0645	498	0.9801	0.6085	0.9801	0.9900
0.6137	16.1290	500	1.0340	0.6066	1.0340	1.0169
0.6137	16.1935	502	1.0388	0.6066	1.0388	1.0192
0.6137	16.2581	504	0.9729	0.6326	0.9729	0.9864
0.6137	16.3226	506	0.8882	0.6378	0.8882	0.9425
0.6137	16.3871	508	0.8800	0.6401	0.8800	0.9381
0.6137	16.4516	510	0.8833	0.6394	0.8833	0.9398
0.6137	16.5161	512	0.9391	0.6017	0.9391	0.9691
0.6137	16.5806	514	0.9800	0.6184	0.9800	0.9900
0.6137	16.6452	516	0.9749	0.6118	0.9749	0.9873
0.6137	16.7097	518	0.9295	0.6034	0.9295	0.9641
0.6137	16.7742	520	0.9066	0.6449	0.9066	0.9522
0.6137	16.8387	522	0.8972	0.6251	0.8972	0.9472
0.6137	16.9032	524	0.9192	0.6449	0.9192	0.9588
0.6137	16.9677	526	0.9919	0.6273	0.9919	0.9959
0.6137	17.0323	528	1.0387	0.6074	1.0387	1.0192
0.6137	17.0968	530	0.9865	0.6260	0.9865	0.9932
0.6137	17.1613	532	0.8872	0.6392	0.8872	0.9419
0.6137	17.2258	534	0.8403	0.6668	0.8403	0.9167
0.6137	17.2903	536	0.8310	0.6668	0.8310	0.9116
0.6137	17.3548	538	0.8426	0.6513	0.8426	0.9179
0.6137	17.4194	540	0.8983	0.6369	0.8983	0.9478
0.6137	17.4839	542	0.9814	0.6212	0.9814	0.9906
0.6137	17.5484	544	1.0314	0.6147	1.0314	1.0156
0.6137	17.6129	546	0.9921	0.6155	0.9921	0.9960
0.6137	17.6774	548	0.9312	0.6244	0.9312	0.9650
0.6137	17.7419	550	0.8755	0.6389	0.8755	0.9357
0.6137	17.8065	552	0.8532	0.6476	0.8532	0.9237
0.6137	17.8710	554	0.8428	0.6706	0.8428	0.9180
0.6137	17.9355	556	0.8581	0.6271	0.8581	0.9263
0.6137	18.0	558	0.9123	0.6284	0.9123	0.9552
0.6137	18.0645	560	0.9189	0.6284	0.9189	0.9586
0.6137	18.1290	562	0.8795	0.6263	0.8795	0.9378
0.6137	18.1935	564	0.8648	0.6337	0.8648	0.9299
0.6137	18.2581	566	0.8562	0.6689	0.8562	0.9253
0.6137	18.3226	568	0.8773	0.6539	0.8773	0.9367
0.6137	18.3871	570	0.9326	0.6267	0.9326	0.9657
0.6137	18.4516	572	1.0313	0.5937	1.0313	1.0155
0.6137	18.5161	574	1.0564	0.5990	1.0564	1.0278
0.6137	18.5806	576	0.9973	0.6174	0.9973	0.9986
0.6137	18.6452	578	0.9075	0.6286	0.9075	0.9527
0.6137	18.7097	580	0.8404	0.6628	0.8404	0.9168
0.6137	18.7742	582	0.8315	0.6585	0.8315	0.9119
0.6137	18.8387	584	0.8301	0.6508	0.8301	0.9111
0.6137	18.9032	586	0.8555	0.6546	0.8555	0.9249
0.6137	18.9677	588	0.9071	0.6286	0.9071	0.9524
0.6137	19.0323	590	0.9437	0.6313	0.9437	0.9714
0.6137	19.0968	592	0.9213	0.6196	0.9213	0.9599
0.6137	19.1613	594	0.8769	0.6380	0.8769	0.9364
0.6137	19.2258	596	0.8592	0.6756	0.8592	0.9269
0.6137	19.2903	598	0.8670	0.6463	0.8670	0.9311
0.6137	19.3548	600	0.8889	0.6315	0.8889	0.9428
0.6137	19.4194	602	0.9294	0.6188	0.9294	0.9640
0.6137	19.4839	604	0.9791	0.6238	0.9791	0.9895
0.6137	19.5484	606	0.9668	0.6230	0.9668	0.9833
0.6137	19.6129	608	0.9024	0.6215	0.9024	0.9499
0.6137	19.6774	610	0.8443	0.6654	0.8443	0.9188
0.6137	19.7419	612	0.8317	0.6578	0.8317	0.9120
0.6137	19.8065	614	0.8226	0.6592	0.8226	0.9070
0.6137	19.8710	616	0.8524	0.6444	0.8524	0.9233
0.6137	19.9355	618	0.8772	0.6284	0.8772	0.9366
0.6137	20.0	620	0.8687	0.6298	0.8687	0.9320
0.6137	20.0645	622	0.8311	0.6618	0.8311	0.9117
0.6137	20.1290	624	0.8250	0.6726	0.8250	0.9083
0.6137	20.1935	626	0.8332	0.6733	0.8332	0.9128
0.6137	20.2581	628	0.8599	0.6471	0.8599	0.9273
0.6137	20.3226	630	0.9063	0.6163	0.9063	0.9520
0.6137	20.3871	632	0.9484	0.6215	0.9484	0.9739
0.6137	20.4516	634	0.9526	0.6215	0.9526	0.9760
0.6137	20.5161	636	0.9643	0.6207	0.9643	0.9820
0.6137	20.5806	638	0.9380	0.6347	0.9380	0.9685
0.6137	20.6452	640	0.9313	0.6362	0.9313	0.9650
0.6137	20.7097	642	0.9764	0.6291	0.9764	0.9881
0.6137	20.7742	644	1.0693	0.5913	1.0693	1.0341
0.6137	20.8387	646	1.1709	0.5717	1.1709	1.0821
0.6137	20.9032	648	1.1730	0.5531	1.1730	1.0831
0.6137	20.9677	650	1.1176	0.5661	1.1176	1.0571
0.6137	21.0323	652	1.0472	0.6069	1.0472	1.0233
0.6137	21.0968	654	1.0268	0.6077	1.0268	1.0133
0.6137	21.1613	656	0.9845	0.6062	0.9845	0.9922
0.6137	21.2258	658	0.9490	0.6314	0.9490	0.9742
0.6137	21.2903	660	0.9575	0.6320	0.9575	0.9785
0.6137	21.3548	662	0.9856	0.5969	0.9856	0.9928
0.6137	21.4194	664	0.9958	0.6127	0.9958	0.9979
0.6137	21.4839	666	0.9443	0.6441	0.9443	0.9717
0.6137	21.5484	668	0.8735	0.6843	0.8735	0.9346
0.6137	21.6129	670	0.8483	0.6631	0.8483	0.9210
0.6137	21.6774	672	0.8548	0.6644	0.8548	0.9245
0.6137	21.7419	674	0.8750	0.6666	0.8750	0.9354
0.6137	21.8065	676	0.8905	0.6472	0.8905	0.9437
0.6137	21.8710	678	0.8851	0.6472	0.8851	0.9408
0.6137	21.9355	680	0.8986	0.6580	0.8986	0.9479
0.6137	22.0	682	0.9420	0.6404	0.9420	0.9705
0.6137	22.0645	684	1.0025	0.6092	1.0025	1.0013
0.6137	22.1290	686	0.9902	0.6178	0.9902	0.9951
0.6137	22.1935	688	0.9607	0.6270	0.9607	0.9801
0.6137	22.2581	690	0.9132	0.6647	0.9132	0.9556
0.6137	22.3226	692	0.9021	0.6427	0.9021	0.9498
0.6137	22.3871	694	0.9307	0.6327	0.9307	0.9647
0.6137	22.4516	696	0.9828	0.6326	0.9828	0.9913
0.6137	22.5161	698	0.9657	0.6333	0.9657	0.9827
0.6137	22.5806	700	0.9037	0.6686	0.9037	0.9506
0.6137	22.6452	702	0.8765	0.6506	0.8765	0.9362
0.6137	22.7097	704	0.8902	0.6523	0.8902	0.9435
0.6137	22.7742	706	0.9496	0.6299	0.9496	0.9745
0.6137	22.8387	708	0.9819	0.6236	0.9819	0.9909
0.6137	22.9032	710	0.9645	0.6278	0.9645	0.9821
0.6137	22.9677	712	0.9301	0.6419	0.9301	0.9644
0.6137	23.0323	714	0.9206	0.6449	0.9206	0.9595
0.6137	23.0968	716	0.9375	0.6298	0.9375	0.9682
0.6137	23.1613	718	1.0047	0.6186	1.0047	1.0024
0.6137	23.2258	720	1.0348	0.6207	1.0348	1.0172
0.6137	23.2903	722	0.9964	0.6256	0.9964	0.9982
0.6137	23.3548	724	0.9768	0.6236	0.9768	0.9884
0.6137	23.4194	726	0.9946	0.6194	0.9946	0.9973
0.6137	23.4839	728	1.0308	0.6097	1.0308	1.0153
0.6137	23.5484	730	1.0178	0.6168	1.0178	1.0088
0.6137	23.6129	732	1.0199	0.6210	1.0199	1.0099
0.6137	23.6774	734	0.9944	0.6117	0.9944	0.9972
0.6137	23.7419	736	1.0232	0.6113	1.0232	1.0115
0.6137	23.8065	738	1.0551	0.6119	1.0551	1.0272
0.6137	23.8710	740	1.1040	0.6032	1.1040	1.0507
0.6137	23.9355	742	1.0753	0.6119	1.0753	1.0370
0.6137	24.0	744	1.0293	0.6045	1.0293	1.0145
0.6137	24.0645	746	0.9679	0.5971	0.9679	0.9838
0.6137	24.1290	748	0.9648	0.6073	0.9648	0.9823
0.6137	24.1935	750	0.9987	0.5920	0.9987	0.9994
0.6137	24.2581	752	0.9987	0.5920	0.9987	0.9994
0.6137	24.3226	754	0.9625	0.6064	0.9625	0.9811
0.6137	24.3871	756	0.9683	0.6064	0.9683	0.9840
0.6137	24.4516	758	0.9917	0.5935	0.9917	0.9958

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1