ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_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: 0.6803
• Qwk: 0.6891
• Mse: 0.6803
• Rmse: 0.8248

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	0.1333	2	5.4869	-0.0074	5.4869	2.3424
No log	0.2667	4	3.4527	0.0649	3.4527	1.8582
No log	0.4	6	2.1430	0.0053	2.1430	1.4639
No log	0.5333	8	2.4982	-0.1377	2.4982	1.5806
No log	0.6667	10	1.8445	0.0106	1.8445	1.3581
No log	0.8	12	1.2431	0.2918	1.2431	1.1149
No log	0.9333	14	1.4747	0.0205	1.4747	1.2144
No log	1.0667	16	1.3049	0.1690	1.3049	1.1423
No log	1.2	18	1.2241	0.2248	1.2241	1.1064
No log	1.3333	20	1.1820	0.2334	1.1820	1.0872
No log	1.4667	22	1.1465	0.2787	1.1465	1.0708
No log	1.6	24	1.0849	0.2419	1.0849	1.0416
No log	1.7333	26	1.0326	0.2716	1.0326	1.0162
No log	1.8667	28	0.9922	0.3104	0.9922	0.9961
No log	2.0	30	1.0903	0.3631	1.0903	1.0442
No log	2.1333	32	1.1504	0.3333	1.1504	1.0725
No log	2.2667	34	1.0541	0.4128	1.0541	1.0267
No log	2.4	36	0.8101	0.5194	0.8101	0.9000
No log	2.5333	38	0.7724	0.4773	0.7724	0.8789
No log	2.6667	40	0.9882	0.4738	0.9882	0.9941
No log	2.8	42	1.7028	0.2062	1.7028	1.3049
No log	2.9333	44	1.8701	0.1883	1.8701	1.3675
No log	3.0667	46	1.5224	0.2495	1.5224	1.2339
No log	3.2	48	0.8710	0.5478	0.8710	0.9332
No log	3.3333	50	0.9032	0.5704	0.9032	0.9504
No log	3.4667	52	0.9755	0.5544	0.9755	0.9877
No log	3.6	54	0.7782	0.6215	0.7782	0.8822
No log	3.7333	56	0.7482	0.5609	0.7482	0.8650
No log	3.8667	58	1.0046	0.5242	1.0046	1.0023
No log	4.0	60	1.0563	0.4824	1.0563	1.0278
No log	4.1333	62	0.9055	0.5238	0.9055	0.9516
No log	4.2667	64	0.7193	0.6171	0.7193	0.8481
No log	4.4	66	0.6632	0.6777	0.6632	0.8144
No log	4.5333	68	0.6696	0.6759	0.6696	0.8183
No log	4.6667	70	0.6782	0.6768	0.6782	0.8235
No log	4.8	72	0.6839	0.6859	0.6839	0.8270
No log	4.9333	74	0.6878	0.6660	0.6878	0.8294
No log	5.0667	76	0.7281	0.6575	0.7281	0.8533
No log	5.2	78	0.7754	0.6472	0.7754	0.8806
No log	5.3333	80	0.6804	0.6522	0.6804	0.8248
No log	5.4667	82	0.6987	0.6326	0.6987	0.8359
No log	5.6	84	0.7945	0.6279	0.7945	0.8914
No log	5.7333	86	0.6833	0.6484	0.6833	0.8266
No log	5.8667	88	0.7245	0.6604	0.7245	0.8512
No log	6.0	90	0.8294	0.5708	0.8294	0.9107
No log	6.1333	92	0.7029	0.6558	0.7029	0.8384
No log	6.2667	94	0.7443	0.6302	0.7443	0.8627
No log	6.4	96	0.8529	0.5397	0.8529	0.9235
No log	6.5333	98	0.7491	0.5498	0.7491	0.8655
No log	6.6667	100	0.7378	0.5960	0.7378	0.8590
No log	6.8	102	1.1237	0.5451	1.1237	1.0600
No log	6.9333	104	1.5564	0.3321	1.5564	1.2476
No log	7.0667	106	1.4633	0.4413	1.4633	1.2097
No log	7.2	108	0.8956	0.5525	0.8956	0.9464
No log	7.3333	110	0.6715	0.6763	0.6715	0.8194
No log	7.4667	112	0.7193	0.6476	0.7193	0.8481
No log	7.6	114	0.7114	0.6480	0.7114	0.8435
No log	7.7333	116	0.6745	0.7141	0.6745	0.8213
No log	7.8667	118	0.6469	0.7204	0.6469	0.8043
No log	8.0	120	0.6204	0.6980	0.6204	0.7876
No log	8.1333	122	0.6134	0.6619	0.6134	0.7832
No log	8.2667	124	0.6247	0.6554	0.6247	0.7904
No log	8.4	126	0.6854	0.6537	0.6854	0.8279
No log	8.5333	128	0.6931	0.6210	0.6931	0.8325
No log	8.6667	130	0.6421	0.6286	0.6421	0.8013
No log	8.8	132	0.6542	0.6599	0.6542	0.8088
No log	8.9333	134	0.7070	0.6265	0.7070	0.8408
No log	9.0667	136	0.8390	0.5799	0.8390	0.9160
No log	9.2	138	0.7001	0.6705	0.7001	0.8367
No log	9.3333	140	0.6220	0.6855	0.6220	0.7887
No log	9.4667	142	0.6713	0.6972	0.6713	0.8193
No log	9.6	144	0.6317	0.6915	0.6317	0.7948
No log	9.7333	146	0.6348	0.6926	0.6348	0.7967
No log	9.8667	148	0.6518	0.6834	0.6518	0.8074
No log	10.0	150	0.7132	0.6567	0.7132	0.8445
No log	10.1333	152	0.6699	0.6778	0.6699	0.8185
No log	10.2667	154	0.6583	0.6652	0.6583	0.8113
No log	10.4	156	0.7038	0.6349	0.7038	0.8389
No log	10.5333	158	0.6965	0.6349	0.6965	0.8345
No log	10.6667	160	0.6626	0.6374	0.6626	0.8140
No log	10.8	162	0.7086	0.6223	0.7086	0.8418
No log	10.9333	164	0.7326	0.5930	0.7326	0.8559
No log	11.0667	166	0.6647	0.6839	0.6647	0.8153
No log	11.2	168	0.6657	0.6735	0.6657	0.8159
No log	11.3333	170	0.6933	0.6804	0.6933	0.8326
No log	11.4667	172	0.6670	0.7158	0.6670	0.8167
No log	11.6	174	0.6540	0.6822	0.6540	0.8087
No log	11.7333	176	0.6584	0.7019	0.6584	0.8114
No log	11.8667	178	0.6483	0.6798	0.6483	0.8052
No log	12.0	180	0.6711	0.6942	0.6711	0.8192
No log	12.1333	182	0.6561	0.6799	0.6561	0.8100
No log	12.2667	184	0.6535	0.6642	0.6535	0.8084
No log	12.4	186	0.7031	0.6745	0.7031	0.8385
No log	12.5333	188	0.6974	0.6782	0.6974	0.8351
No log	12.6667	190	0.6907	0.6738	0.6907	0.8311
No log	12.8	192	0.7082	0.6628	0.7082	0.8415
No log	12.9333	194	0.6991	0.6510	0.6991	0.8361
No log	13.0667	196	0.7167	0.6735	0.7167	0.8466
No log	13.2	198	0.8425	0.6383	0.8425	0.9179
No log	13.3333	200	0.8474	0.6401	0.8474	0.9205
No log	13.4667	202	0.7511	0.6825	0.7511	0.8667
No log	13.6	204	0.7102	0.6169	0.7102	0.8427
No log	13.7333	206	0.9109	0.5872	0.9109	0.9544
No log	13.8667	208	0.9251	0.5872	0.9251	0.9618
No log	14.0	210	0.7626	0.6522	0.7626	0.8733
No log	14.1333	212	0.6709	0.6490	0.6709	0.8191
No log	14.2667	214	0.6888	0.6781	0.6888	0.8299
No log	14.4	216	0.6766	0.6740	0.6766	0.8225
No log	14.5333	218	0.6775	0.6497	0.6775	0.8231
No log	14.6667	220	0.6710	0.6751	0.6710	0.8191
No log	14.8	222	0.7298	0.6849	0.7298	0.8543
No log	14.9333	224	0.9015	0.5953	0.9015	0.9494
No log	15.0667	226	0.9081	0.5770	0.9081	0.9529
No log	15.2	228	0.7450	0.6747	0.7450	0.8632
No log	15.3333	230	0.6998	0.624	0.6998	0.8365
No log	15.4667	232	0.8831	0.6006	0.8831	0.9397
No log	15.6	234	0.9170	0.5900	0.9170	0.9576
No log	15.7333	236	0.7483	0.6990	0.7483	0.8651
No log	15.8667	238	0.6692	0.6942	0.6692	0.8181
No log	16.0	240	0.7811	0.6706	0.7811	0.8838
No log	16.1333	242	0.7984	0.6463	0.7984	0.8935
No log	16.2667	244	0.7015	0.6785	0.7015	0.8376
No log	16.4	246	0.6545	0.6660	0.6545	0.8090
No log	16.5333	248	0.6812	0.6988	0.6812	0.8253
No log	16.6667	250	0.6766	0.6947	0.6766	0.8226
No log	16.8	252	0.6647	0.6981	0.6647	0.8153
No log	16.9333	254	0.6876	0.7000	0.6876	0.8292
No log	17.0667	256	0.7403	0.7045	0.7403	0.8604
No log	17.2	258	0.7286	0.7049	0.7286	0.8536
No log	17.3333	260	0.6827	0.7057	0.6827	0.8262
No log	17.4667	262	0.6998	0.6970	0.6998	0.8365
No log	17.6	264	0.7017	0.6587	0.7017	0.8377
No log	17.7333	266	0.6777	0.7031	0.6777	0.8232
No log	17.8667	268	0.7524	0.6786	0.7524	0.8674
No log	18.0	270	0.8465	0.6073	0.8465	0.9200
No log	18.1333	272	0.8489	0.6338	0.8489	0.9213
No log	18.2667	274	0.7482	0.6888	0.7482	0.8650
No log	18.4	276	0.6652	0.7149	0.6652	0.8156
No log	18.5333	278	0.6481	0.6783	0.6481	0.8050
No log	18.6667	280	0.6482	0.6783	0.6482	0.8051
No log	18.8	282	0.6852	0.6392	0.6852	0.8278
No log	18.9333	284	0.7623	0.6555	0.7623	0.8731
No log	19.0667	286	0.7759	0.6473	0.7759	0.8808
No log	19.2	288	0.7044	0.6554	0.7044	0.8393
No log	19.3333	290	0.6739	0.6671	0.6739	0.8209
No log	19.4667	292	0.6837	0.6567	0.6837	0.8269
No log	19.6	294	0.6987	0.6514	0.6987	0.8359
No log	19.7333	296	0.7023	0.6383	0.7023	0.8380
No log	19.8667	298	0.7277	0.6065	0.7277	0.8531
No log	20.0	300	0.7727	0.6321	0.7727	0.8790
No log	20.1333	302	0.7646	0.6080	0.7646	0.8744
No log	20.2667	304	0.7299	0.6477	0.7299	0.8543
No log	20.4	306	0.7158	0.6576	0.7158	0.8460
No log	20.5333	308	0.7153	0.6576	0.7153	0.8457
No log	20.6667	310	0.7378	0.6428	0.7378	0.8590
No log	20.8	312	0.7480	0.6584	0.7480	0.8649
No log	20.9333	314	0.7675	0.6674	0.7674	0.8760
No log	21.0667	316	0.7539	0.6626	0.7539	0.8683
No log	21.2	318	0.6945	0.6610	0.6945	0.8334
No log	21.3333	320	0.6873	0.6585	0.6873	0.8290
No log	21.4667	322	0.7275	0.6051	0.7275	0.8529
No log	21.6	324	0.7197	0.5952	0.7197	0.8484
No log	21.7333	326	0.6919	0.6354	0.6919	0.8318
No log	21.8667	328	0.6974	0.6363	0.6974	0.8351
No log	22.0	330	0.6940	0.6585	0.6940	0.8331
No log	22.1333	332	0.6739	0.6650	0.6739	0.8209
No log	22.2667	334	0.6678	0.6927	0.6678	0.8172
No log	22.4	336	0.6742	0.6545	0.6742	0.8211
No log	22.5333	338	0.6785	0.6857	0.6785	0.8237
No log	22.6667	340	0.6706	0.7017	0.6706	0.8189
No log	22.8	342	0.6803	0.7042	0.6803	0.8248
No log	22.9333	344	0.6750	0.6969	0.6750	0.8216
No log	23.0667	346	0.6645	0.6915	0.6645	0.8152
No log	23.2	348	0.6609	0.6872	0.6609	0.8129
No log	23.3333	350	0.6810	0.6692	0.6810	0.8252
No log	23.4667	352	0.7608	0.6534	0.7608	0.8722
No log	23.6	354	0.8260	0.6360	0.8260	0.9089
No log	23.7333	356	0.7872	0.6188	0.7872	0.8872
No log	23.8667	358	0.6994	0.6260	0.6994	0.8363
No log	24.0	360	0.6808	0.6295	0.6808	0.8251
No log	24.1333	362	0.6693	0.6445	0.6693	0.8181
No log	24.2667	364	0.6636	0.6546	0.6636	0.8146
No log	24.4	366	0.6794	0.6538	0.6794	0.8243
No log	24.5333	368	0.7032	0.6460	0.7032	0.8385
No log	24.6667	370	0.7326	0.6665	0.7326	0.8559
No log	24.8	372	0.7531	0.6584	0.7531	0.8678
No log	24.9333	374	0.7583	0.6140	0.7583	0.8708
No log	25.0667	376	0.7092	0.6177	0.7092	0.8422
No log	25.2	378	0.6808	0.6356	0.6808	0.8251
No log	25.3333	380	0.6632	0.6589	0.6632	0.8144
No log	25.4667	382	0.6478	0.6674	0.6478	0.8049
No log	25.6	384	0.6275	0.6842	0.6275	0.7922
No log	25.7333	386	0.6254	0.6964	0.6254	0.7908
No log	25.8667	388	0.6347	0.6932	0.6347	0.7967
No log	26.0	390	0.6300	0.6789	0.6300	0.7937
No log	26.1333	392	0.6210	0.6969	0.6210	0.7880
No log	26.2667	394	0.6109	0.6808	0.6109	0.7816
No log	26.4	396	0.6158	0.6845	0.6158	0.7847
No log	26.5333	398	0.6401	0.6925	0.6401	0.8001
No log	26.6667	400	0.6691	0.6706	0.6691	0.8180
No log	26.8	402	0.7109	0.6582	0.7109	0.8432
No log	26.9333	404	0.6883	0.6449	0.6883	0.8296
No log	27.0667	406	0.6628	0.6283	0.6628	0.8141
No log	27.2	408	0.6463	0.6491	0.6463	0.8039
No log	27.3333	410	0.6409	0.6663	0.6409	0.8006
No log	27.4667	412	0.6216	0.7107	0.6216	0.7884
No log	27.6	414	0.6231	0.7300	0.6231	0.7894
No log	27.7333	416	0.6199	0.7213	0.6199	0.7874
No log	27.8667	418	0.6322	0.6877	0.6322	0.7951
No log	28.0	420	0.6320	0.6831	0.6320	0.7950
No log	28.1333	422	0.6208	0.6974	0.6208	0.7879
No log	28.2667	424	0.6121	0.7183	0.6121	0.7824
No log	28.4	426	0.6126	0.6977	0.6126	0.7827
No log	28.5333	428	0.6624	0.6786	0.6624	0.8139
No log	28.6667	430	0.6953	0.6749	0.6953	0.8338
No log	28.8	432	0.6673	0.6790	0.6673	0.8169
No log	28.9333	434	0.6303	0.6724	0.6303	0.7939
No log	29.0667	436	0.6308	0.6870	0.6308	0.7942
No log	29.2	438	0.6349	0.6731	0.6349	0.7968
No log	29.3333	440	0.6288	0.6830	0.6288	0.7930
No log	29.4667	442	0.6344	0.7181	0.6344	0.7965
No log	29.6	444	0.6900	0.7083	0.6900	0.8307
No log	29.7333	446	0.7181	0.7117	0.7181	0.8474
No log	29.8667	448	0.6772	0.7040	0.6772	0.8229
No log	30.0	450	0.6348	0.6768	0.6348	0.7968
No log	30.1333	452	0.6416	0.6699	0.6416	0.8010
No log	30.2667	454	0.6406	0.6740	0.6406	0.8004
No log	30.4	456	0.6344	0.6639	0.6344	0.7965
No log	30.5333	458	0.6384	0.6883	0.6384	0.7990
No log	30.6667	460	0.6991	0.6745	0.6991	0.8361
No log	30.8	462	0.7640	0.6549	0.7640	0.8741
No log	30.9333	464	0.7709	0.6346	0.7709	0.8780
No log	31.0667	466	0.7352	0.6760	0.7352	0.8575
No log	31.2	468	0.6844	0.6593	0.6844	0.8273
No log	31.3333	470	0.6361	0.6682	0.6361	0.7975
No log	31.4667	472	0.6327	0.6919	0.6327	0.7954
No log	31.6	474	0.6364	0.6928	0.6364	0.7977
No log	31.7333	476	0.6328	0.6910	0.6328	0.7955
No log	31.8667	478	0.6596	0.6723	0.6596	0.8122
No log	32.0	480	0.6796	0.6653	0.6796	0.8244
No log	32.1333	482	0.6747	0.6762	0.6747	0.8214
No log	32.2667	484	0.6708	0.6951	0.6708	0.8190
No log	32.4	486	0.6702	0.6931	0.6702	0.8187
No log	32.5333	488	0.6667	0.6921	0.6667	0.8165
No log	32.6667	490	0.6675	0.7055	0.6675	0.8170
No log	32.8	492	0.6718	0.7120	0.6718	0.8197
No log	32.9333	494	0.6887	0.6883	0.6887	0.8299
No log	33.0667	496	0.6801	0.6760	0.6801	0.8247
No log	33.2	498	0.6633	0.6497	0.6633	0.8144
0.3359	33.3333	500	0.6636	0.6394	0.6636	0.8146
0.3359	33.4667	502	0.6650	0.6255	0.6650	0.8155
0.3359	33.6	504	0.6700	0.6326	0.6700	0.8185
0.3359	33.7333	506	0.6637	0.6275	0.6637	0.8147
0.3359	33.8667	508	0.6595	0.6394	0.6595	0.8121
0.3359	34.0	510	0.6622	0.6431	0.6622	0.8138
0.3359	34.1333	512	0.6556	0.6770	0.6556	0.8097
0.3359	34.2667	514	0.6465	0.7054	0.6465	0.8041
0.3359	34.4	516	0.6727	0.7195	0.6727	0.8202
0.3359	34.5333	518	0.7132	0.7028	0.7132	0.8445
0.3359	34.6667	520	0.6975	0.7007	0.6975	0.8351
0.3359	34.8	522	0.6464	0.7234	0.6464	0.8040
0.3359	34.9333	524	0.6503	0.6934	0.6503	0.8064
0.3359	35.0667	526	0.7144	0.6715	0.7144	0.8452
0.3359	35.2	528	0.7177	0.6706	0.7177	0.8472
0.3359	35.3333	530	0.6803	0.6777	0.6803	0.8248
0.3359	35.4667	532	0.6466	0.6576	0.6466	0.8041
0.3359	35.6	534	0.6388	0.6714	0.6388	0.7992
0.3359	35.7333	536	0.6374	0.6899	0.6374	0.7984
0.3359	35.8667	538	0.6334	0.6868	0.6334	0.7958
0.3359	36.0	540	0.6659	0.6948	0.6659	0.8160
0.3359	36.1333	542	0.7136	0.7117	0.7136	0.8447
0.3359	36.2667	544	0.7274	0.7140	0.7274	0.8529
0.3359	36.4	546	0.6914	0.7060	0.6914	0.8315
0.3359	36.5333	548	0.6474	0.6792	0.6474	0.8046
0.3359	36.6667	550	0.6316	0.6865	0.6316	0.7947
0.3359	36.8	552	0.6315	0.6844	0.6315	0.7947
0.3359	36.9333	554	0.6416	0.6904	0.6416	0.8010
0.3359	37.0667	556	0.6671	0.6580	0.6671	0.8168
0.3359	37.2	558	0.6799	0.6653	0.6799	0.8245
0.3359	37.3333	560	0.6687	0.6785	0.6687	0.8177
0.3359	37.4667	562	0.6528	0.6733	0.6528	0.8080
0.3359	37.6	564	0.6217	0.7013	0.6217	0.7884
0.3359	37.7333	566	0.6168	0.7013	0.6168	0.7854
0.3359	37.8667	568	0.6191	0.6865	0.6191	0.7868
0.3359	38.0	570	0.6238	0.6994	0.6238	0.7898
0.3359	38.1333	572	0.6240	0.6994	0.6240	0.7899
0.3359	38.2667	574	0.6211	0.7050	0.6211	0.7881
0.3359	38.4	576	0.6229	0.7284	0.6229	0.7893
0.3359	38.5333	578	0.6313	0.7284	0.6313	0.7946
0.3359	38.6667	580	0.6315	0.7284	0.6315	0.7946
0.3359	38.8	582	0.6303	0.7159	0.6303	0.7939
0.3359	38.9333	584	0.6322	0.7159	0.6322	0.7951
0.3359	39.0667	586	0.6320	0.7194	0.6320	0.7950
0.3359	39.2	588	0.6344	0.7356	0.6344	0.7965
0.3359	39.3333	590	0.6443	0.7244	0.6443	0.8027
0.3359	39.4667	592	0.6522	0.7276	0.6522	0.8076
0.3359	39.6	594	0.6459	0.7113	0.6459	0.8037
0.3359	39.7333	596	0.6407	0.7184	0.6407	0.8004
0.3359	39.8667	598	0.6471	0.6916	0.6471	0.8044
0.3359	40.0	600	0.6671	0.6783	0.6671	0.8168
0.3359	40.1333	602	0.6652	0.6629	0.6652	0.8156
0.3359	40.2667	604	0.6585	0.7086	0.6585	0.8115
0.3359	40.4	606	0.6791	0.6991	0.6791	0.8241
0.3359	40.5333	608	0.6894	0.7074	0.6894	0.8303
0.3359	40.6667	610	0.6804	0.6868	0.6804	0.8248
0.3359	40.8	612	0.6712	0.6917	0.6712	0.8193
0.3359	40.9333	614	0.6586	0.6925	0.6586	0.8115
0.3359	41.0667	616	0.6670	0.6991	0.6670	0.8167
0.3359	41.2	618	0.6832	0.6814	0.6832	0.8266
0.3359	41.3333	620	0.6974	0.6714	0.6974	0.8351
0.3359	41.4667	622	0.7088	0.6714	0.7088	0.8419
0.3359	41.6	624	0.7029	0.6884	0.7029	0.8384
0.3359	41.7333	626	0.6877	0.6765	0.6877	0.8292
0.3359	41.8667	628	0.6782	0.6735	0.6782	0.8235
0.3359	42.0	630	0.6772	0.6703	0.6772	0.8229
0.3359	42.1333	632	0.6812	0.6672	0.6812	0.8254
0.3359	42.2667	634	0.7178	0.6925	0.7178	0.8472
0.3359	42.4	636	0.7593	0.6795	0.7593	0.8714
0.3359	42.5333	638	0.7552	0.6795	0.7552	0.8690
0.3359	42.6667	640	0.7222	0.6887	0.7222	0.8498
0.3359	42.8	642	0.7078	0.6887	0.7078	0.8413
0.3359	42.9333	644	0.6988	0.6868	0.6988	0.8360
0.3359	43.0667	646	0.6837	0.6516	0.6837	0.8268
0.3359	43.2	648	0.6759	0.6568	0.6759	0.8222
0.3359	43.3333	650	0.6683	0.6567	0.6683	0.8175
0.3359	43.4667	652	0.6668	0.6567	0.6668	0.8166
0.3359	43.6	654	0.6673	0.6569	0.6673	0.8169
0.3359	43.7333	656	0.6652	0.6671	0.6652	0.8156
0.3359	43.8667	658	0.6768	0.6942	0.6768	0.8227
0.3359	44.0	660	0.7106	0.7076	0.7106	0.8430
0.3359	44.1333	662	0.7018	0.7076	0.7018	0.8378
0.3359	44.2667	664	0.6804	0.7125	0.6804	0.8249
0.3359	44.4	666	0.6613	0.6661	0.6613	0.8132
0.3359	44.5333	668	0.6589	0.6661	0.6589	0.8118
0.3359	44.6667	670	0.6636	0.6661	0.6636	0.8146
0.3359	44.8	672	0.6853	0.6996	0.6853	0.8278
0.3359	44.9333	674	0.7294	0.6936	0.7294	0.8540
0.3359	45.0667	676	0.7878	0.6824	0.7878	0.8876
0.3359	45.2	678	0.8313	0.6745	0.8313	0.9118
0.3359	45.3333	680	0.8495	0.6818	0.8495	0.9217
0.3359	45.4667	682	0.8311	0.6846	0.8311	0.9117
0.3359	45.6	684	0.8380	0.6728	0.8380	0.9154
0.3359	45.7333	686	0.8186	0.6730	0.8186	0.9048
0.3359	45.8667	688	0.7580	0.6990	0.7580	0.8706
0.3359	46.0	690	0.6974	0.6979	0.6974	0.8351
0.3359	46.1333	692	0.6711	0.6824	0.6711	0.8192
0.3359	46.2667	694	0.6666	0.6824	0.6666	0.8165
0.3359	46.4	696	0.6830	0.6992	0.6830	0.8264
0.3359	46.5333	698	0.6942	0.7033	0.6942	0.8332
0.3359	46.6667	700	0.6812	0.7233	0.6812	0.8254
0.3359	46.8	702	0.6755	0.7064	0.6755	0.8219
0.3359	46.9333	704	0.6674	0.7202	0.6674	0.8170
0.3359	47.0667	706	0.6548	0.7198	0.6548	0.8092
0.3359	47.2	708	0.6484	0.7198	0.6484	0.8053
0.3359	47.3333	710	0.6448	0.7015	0.6448	0.8030
0.3359	47.4667	712	0.6466	0.7309	0.6466	0.8041
0.3359	47.6	714	0.6584	0.7024	0.6584	0.8114
0.3359	47.7333	716	0.6809	0.6828	0.6809	0.8251
0.3359	47.8667	718	0.6969	0.6777	0.6969	0.8348
0.3359	48.0	720	0.6736	0.6825	0.6736	0.8207
0.3359	48.1333	722	0.6447	0.6806	0.6448	0.8030
0.3359	48.2667	724	0.6419	0.6806	0.6419	0.8012
0.3359	48.4	726	0.6477	0.7024	0.6477	0.8048
0.3359	48.5333	728	0.6552	0.6947	0.6552	0.8094
0.3359	48.6667	730	0.6577	0.6884	0.6577	0.8110
0.3359	48.8	732	0.6843	0.6804	0.6843	0.8272
0.3359	48.9333	734	0.6955	0.6935	0.6955	0.8340
0.3359	49.0667	736	0.6907	0.7058	0.6907	0.8311
0.3359	49.2	738	0.6703	0.7214	0.6703	0.8187
0.3359	49.3333	740	0.6590	0.7199	0.6590	0.8118
0.3359	49.4667	742	0.6648	0.7199	0.6648	0.8154
0.3359	49.6	744	0.6721	0.7199	0.6721	0.8198
0.3359	49.7333	746	0.6782	0.7231	0.6782	0.8235
0.3359	49.8667	748	0.6790	0.7082	0.6790	0.8240
0.3359	50.0	750	0.6871	0.6907	0.6871	0.8289
0.3359	50.1333	752	0.7097	0.6756	0.7097	0.8424
0.3359	50.2667	754	0.7322	0.6685	0.7322	0.8557
0.3359	50.4	756	0.7343	0.6940	0.7343	0.8569
0.3359	50.5333	758	0.7167	0.7024	0.7167	0.8466
0.3359	50.6667	760	0.7147	0.7105	0.7147	0.8454
0.3359	50.8	762	0.7306	0.7170	0.7306	0.8548
0.3359	50.9333	764	0.7260	0.7132	0.7260	0.8521
0.3359	51.0667	766	0.7088	0.7056	0.7088	0.8419
0.3359	51.2	768	0.7008	0.7154	0.7008	0.8371
0.3359	51.3333	770	0.6942	0.7176	0.6942	0.8332
0.3359	51.4667	772	0.6956	0.7142	0.6956	0.8341
0.3359	51.6	774	0.6771	0.7153	0.6771	0.8229
0.3359	51.7333	776	0.6666	0.7177	0.6666	0.8165
0.3359	51.8667	778	0.6532	0.6995	0.6532	0.8082
0.3359	52.0	780	0.6525	0.7063	0.6525	0.8078
0.3359	52.1333	782	0.6556	0.7018	0.6556	0.8097
0.3359	52.2667	784	0.6596	0.7018	0.6596	0.8121
0.3359	52.4	786	0.6644	0.6983	0.6644	0.8151
0.3359	52.5333	788	0.6528	0.6904	0.6528	0.8080
0.3359	52.6667	790	0.6571	0.6904	0.6571	0.8106
0.3359	52.8	792	0.6676	0.6836	0.6676	0.8171
0.3359	52.9333	794	0.6860	0.6976	0.6860	0.8282
0.3359	53.0667	796	0.6793	0.6869	0.6793	0.8242
0.3359	53.2	798	0.6607	0.6836	0.6607	0.8128
0.3359	53.3333	800	0.6511	0.7104	0.6511	0.8069
0.3359	53.4667	802	0.6479	0.7245	0.6479	0.8049
0.3359	53.6	804	0.6499	0.7245	0.6499	0.8062
0.3359	53.7333	806	0.6563	0.7307	0.6563	0.8101
0.3359	53.8667	808	0.6530	0.7330	0.6530	0.8081
0.3359	54.0	810	0.6412	0.7236	0.6412	0.8008
0.3359	54.1333	812	0.6378	0.7347	0.6378	0.7986
0.3359	54.2667	814	0.6356	0.7283	0.6356	0.7973
0.3359	54.4	816	0.6376	0.7276	0.6376	0.7985
0.3359	54.5333	818	0.6418	0.7165	0.6418	0.8011
0.3359	54.6667	820	0.6465	0.7109	0.6465	0.8040
0.3359	54.8	822	0.6486	0.7157	0.6486	0.8054
0.3359	54.9333	824	0.6501	0.7276	0.6501	0.8063
0.3359	55.0667	826	0.6525	0.7276	0.6525	0.8078
0.3359	55.2	828	0.6493	0.7229	0.6493	0.8058
0.3359	55.3333	830	0.6436	0.7147	0.6436	0.8022
0.3359	55.4667	832	0.6436	0.7147	0.6436	0.8022
0.3359	55.6	834	0.6451	0.7107	0.6451	0.8032
0.3359	55.7333	836	0.6458	0.7107	0.6458	0.8036
0.3359	55.8667	838	0.6466	0.7235	0.6466	0.8041
0.3359	56.0	840	0.6460	0.7252	0.6460	0.8037
0.3359	56.1333	842	0.6425	0.7111	0.6425	0.8015
0.3359	56.2667	844	0.6475	0.7229	0.6475	0.8047
0.3359	56.4	846	0.6520	0.7245	0.6520	0.8075
0.3359	56.5333	848	0.6637	0.7333	0.6637	0.8147
0.3359	56.6667	850	0.6848	0.7262	0.6848	0.8275
0.3359	56.8	852	0.6815	0.7285	0.6815	0.8256
0.3359	56.9333	854	0.6662	0.7008	0.6662	0.8162
0.3359	57.0667	856	0.6514	0.7163	0.6514	0.8071
0.3359	57.2	858	0.6459	0.7163	0.6459	0.8037
0.3359	57.3333	860	0.6440	0.7259	0.6440	0.8025
0.3359	57.4667	862	0.6465	0.7091	0.6465	0.8040
0.3359	57.6	864	0.6551	0.7133	0.6551	0.8094
0.3359	57.7333	866	0.6662	0.7160	0.6662	0.8162
0.3359	57.8667	868	0.6658	0.7160	0.6658	0.8160
0.3359	58.0	870	0.6625	0.7145	0.6625	0.8140
0.3359	58.1333	872	0.6567	0.7157	0.6567	0.8104
0.3359	58.2667	874	0.6573	0.6901	0.6573	0.8107
0.3359	58.4	876	0.6592	0.6901	0.6592	0.8119
0.3359	58.5333	878	0.6541	0.6901	0.6541	0.8088
0.3359	58.6667	880	0.6534	0.7091	0.6534	0.8084
0.3359	58.8	882	0.6613	0.6888	0.6613	0.8132
0.3359	58.9333	884	0.6679	0.6846	0.6679	0.8172
0.3359	59.0667	886	0.6663	0.6750	0.6663	0.8163
0.3359	59.2	888	0.6579	0.6869	0.6579	0.8111
0.3359	59.3333	890	0.6569	0.6981	0.6569	0.8105
0.3359	59.4667	892	0.6575	0.6981	0.6575	0.8109
0.3359	59.6	894	0.6602	0.6836	0.6602	0.8125
0.3359	59.7333	896	0.6697	0.7022	0.6697	0.8184
0.3359	59.8667	898	0.6899	0.7005	0.6899	0.8306
0.3359	60.0	900	0.7134	0.7223	0.7134	0.8447
0.3359	60.1333	902	0.7068	0.7223	0.7068	0.8407
0.3359	60.2667	904	0.6855	0.7054	0.6855	0.8280
0.3359	60.4	906	0.6668	0.6973	0.6668	0.8165
0.3359	60.5333	908	0.6600	0.7089	0.6600	0.8124
0.3359	60.6667	910	0.6605	0.7194	0.6605	0.8127
0.3359	60.8	912	0.6663	0.7252	0.6663	0.8163
0.3359	60.9333	914	0.6807	0.7085	0.6807	0.8250
0.3359	61.0667	916	0.6907	0.7076	0.6907	0.8311
0.3359	61.2	918	0.6814	0.7010	0.6814	0.8255
0.3359	61.3333	920	0.6719	0.7128	0.6719	0.8197
0.3359	61.4667	922	0.6717	0.7203	0.6717	0.8196
0.3359	61.6	924	0.6723	0.7203	0.6723	0.8200
0.3359	61.7333	926	0.6725	0.7128	0.6725	0.8200
0.3359	61.8667	928	0.6780	0.7078	0.6780	0.8234
0.3359	62.0	930	0.6935	0.6865	0.6935	0.8327
0.3359	62.1333	932	0.7039	0.7082	0.7039	0.8390
0.3359	62.2667	934	0.6987	0.6943	0.6987	0.8359
0.3359	62.4	936	0.6761	0.6908	0.6761	0.8223
0.3359	62.5333	938	0.6685	0.7024	0.6685	0.8176
0.3359	62.6667	940	0.6619	0.6976	0.6619	0.8136
0.3359	62.8	942	0.6660	0.6836	0.6660	0.8161
0.3359	62.9333	944	0.6790	0.7042	0.6790	0.8240
0.3359	63.0667	946	0.6889	0.7019	0.6889	0.8300
0.3359	63.2	948	0.6812	0.7094	0.6812	0.8253
0.3359	63.3333	950	0.6630	0.7214	0.6630	0.8143
0.3359	63.4667	952	0.6445	0.7134	0.6445	0.8028
0.3359	63.6	954	0.6398	0.6985	0.6398	0.7999
0.3359	63.7333	956	0.6405	0.6985	0.6405	0.8003
0.3359	63.8667	958	0.6457	0.6985	0.6457	0.8036
0.3359	64.0	960	0.6545	0.7125	0.6545	0.8090
0.3359	64.1333	962	0.6709	0.7165	0.6709	0.8191
0.3359	64.2667	964	0.6928	0.7019	0.6928	0.8324
0.3359	64.4	966	0.7174	0.7029	0.7174	0.8470
0.3359	64.5333	968	0.7099	0.7072	0.7099	0.8426
0.3359	64.6667	970	0.6937	0.7144	0.6937	0.8329
0.3359	64.8	972	0.6777	0.7262	0.6777	0.8232
0.3359	64.9333	974	0.6756	0.7245	0.6756	0.8220
0.3359	65.0667	976	0.6750	0.7207	0.6750	0.8216
0.3359	65.2	978	0.6820	0.7269	0.6820	0.8258
0.3359	65.3333	980	0.6936	0.7139	0.6936	0.8328
0.3359	65.4667	982	0.7015	0.7017	0.7015	0.8376
0.3359	65.6	984	0.6955	0.7146	0.6955	0.8340
0.3359	65.7333	986	0.6828	0.7084	0.6828	0.8263
0.3359	65.8667	988	0.6738	0.6977	0.6738	0.8209
0.3359	66.0	990	0.6719	0.6955	0.6719	0.8197
0.3359	66.1333	992	0.6730	0.7139	0.6730	0.8204
0.3359	66.2667	994	0.6804	0.6942	0.6804	0.8249
0.3359	66.4	996	0.6878	0.6673	0.6878	0.8294
0.3359	66.5333	998	0.6947	0.6825	0.6947	0.8335
0.0566	66.6667	1000	0.6970	0.6894	0.6970	0.8349
0.0566	66.8	1002	0.7026	0.6894	0.7026	0.8382
0.0566	66.9333	1004	0.7051	0.6894	0.7051	0.8397
0.0566	67.0667	1006	0.7174	0.6940	0.7174	0.8470
0.0566	67.2	1008	0.7240	0.6940	0.7240	0.8509
0.0566	67.3333	1010	0.7201	0.6873	0.7201	0.8486
0.0566	67.4667	1012	0.7146	0.6825	0.7146	0.8453
0.0566	67.6	1014	0.7034	0.6805	0.7034	0.8387
0.0566	67.7333	1016	0.6903	0.7028	0.6903	0.8309
0.0566	67.8667	1018	0.6834	0.7032	0.6834	0.8267
0.0566	68.0	1020	0.6828	0.7078	0.6828	0.8263
0.0566	68.1333	1022	0.6917	0.6964	0.6917	0.8317
0.0566	68.2667	1024	0.7126	0.6940	0.7126	0.8441
0.0566	68.4	1026	0.7234	0.6919	0.7234	0.8505
0.0566	68.5333	1028	0.7283	0.6870	0.7283	0.8534
0.0566	68.6667	1030	0.7308	0.6870	0.7308	0.8549
0.0566	68.8	1032	0.7201	0.7055	0.7201	0.8486
0.0566	68.9333	1034	0.7108	0.7119	0.7108	0.8431
0.0566	69.0667	1036	0.7109	0.7214	0.7109	0.8432
0.0566	69.2	1038	0.7077	0.7262	0.7077	0.8413
0.0566	69.3333	1040	0.6969	0.7245	0.6969	0.8348
0.0566	69.4667	1042	0.6857	0.7277	0.6857	0.8281
0.0566	69.6	1044	0.6787	0.7058	0.6787	0.8238
0.0566	69.7333	1046	0.6771	0.7143	0.6771	0.8229
0.0566	69.8667	1048	0.6788	0.6896	0.6788	0.8239
0.0566	70.0	1050	0.6833	0.6989	0.6833	0.8266
0.0566	70.1333	1052	0.6925	0.6869	0.6925	0.8322
0.0566	70.2667	1054	0.7021	0.7040	0.7021	0.8379
0.0566	70.4	1056	0.7075	0.7032	0.7075	0.8411
0.0566	70.5333	1058	0.7087	0.7215	0.7087	0.8419
0.0566	70.6667	1060	0.6989	0.7253	0.6989	0.8360
0.0566	70.8	1062	0.6885	0.7206	0.6885	0.8298
0.0566	70.9333	1064	0.6801	0.7188	0.6801	0.8247
0.0566	71.0667	1066	0.6756	0.7176	0.6756	0.8219
0.0566	71.2	1068	0.6779	0.7218	0.6779	0.8233
0.0566	71.3333	1070	0.6823	0.7041	0.6823	0.8260
0.0566	71.4667	1072	0.6867	0.6990	0.6867	0.8287
0.0566	71.6	1074	0.6944	0.7028	0.6944	0.8333
0.0566	71.7333	1076	0.7038	0.6905	0.7038	0.8389
0.0566	71.8667	1078	0.7181	0.6723	0.7181	0.8474
0.0566	72.0	1080	0.7428	0.6898	0.7428	0.8618
0.0566	72.1333	1082	0.7608	0.6850	0.7608	0.8722
0.0566	72.2667	1084	0.7661	0.6770	0.7661	0.8753
0.0566	72.4	1086	0.7541	0.6850	0.7541	0.8684
0.0566	72.5333	1088	0.7300	0.6989	0.7300	0.8544
0.0566	72.6667	1090	0.7116	0.6961	0.7116	0.8435
0.0566	72.8	1092	0.6949	0.6923	0.6949	0.8336
0.0566	72.9333	1094	0.6834	0.6847	0.6834	0.8267
0.0566	73.0667	1096	0.6773	0.6869	0.6773	0.8230
0.0566	73.2	1098	0.6740	0.6891	0.6740	0.8210
0.0566	73.3333	1100	0.6745	0.6891	0.6745	0.8213
0.0566	73.4667	1102	0.6803	0.6891	0.6803	0.8248

Framework versions

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