ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k17_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: 0.7868
• Qwk: 0.6863
• Mse: 0.7868
• Rmse: 0.8870

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	0.0238	2	5.1584	-0.0210	5.1584	2.2712
No log	0.0476	4	2.8939	0.0808	2.8939	1.7012
No log	0.0714	6	2.1123	-0.0363	2.1123	1.4534
No log	0.0952	8	1.4574	0.1221	1.4574	1.2072
No log	0.1190	10	1.1728	0.2434	1.1728	1.0830
No log	0.1429	12	1.4522	0.0453	1.4522	1.2051
No log	0.1667	14	1.7790	0.0364	1.7790	1.3338
No log	0.1905	16	1.6810	0.0158	1.6810	1.2965
No log	0.2143	18	1.5432	-0.0105	1.5432	1.2423
No log	0.2381	20	1.3619	0.0585	1.3619	1.1670
No log	0.2619	22	1.2582	0.3022	1.2582	1.1217
No log	0.2857	24	1.1692	0.3822	1.1692	1.0813
No log	0.3095	26	1.1116	0.3865	1.1116	1.0543
No log	0.3333	28	1.0526	0.3596	1.0526	1.0259
No log	0.3571	30	1.0851	0.3429	1.0851	1.0417
No log	0.3810	32	1.0768	0.3854	1.0768	1.0377
No log	0.4048	34	1.1788	0.3411	1.1788	1.0857
No log	0.4286	36	1.3958	0.0605	1.3958	1.1814
No log	0.4524	38	1.5497	0.0432	1.5497	1.2449
No log	0.4762	40	1.4867	0.1103	1.4867	1.2193
No log	0.5	42	1.3105	0.1478	1.3105	1.1448
No log	0.5238	44	1.1271	0.2775	1.1271	1.0617
No log	0.5476	46	0.9925	0.4278	0.9925	0.9962
No log	0.5714	48	0.9720	0.4248	0.9720	0.9859
No log	0.5952	50	0.9750	0.3565	0.9750	0.9874
No log	0.6190	52	0.9769	0.3550	0.9769	0.9884
No log	0.6429	54	1.1120	0.2914	1.1120	1.0545
No log	0.6667	56	1.5283	0.1137	1.5283	1.2362
No log	0.6905	58	1.7318	0.0733	1.7318	1.3160
No log	0.7143	60	1.6936	0.0894	1.6936	1.3014
No log	0.7381	62	1.5183	0.0670	1.5183	1.2322
No log	0.7619	64	1.4355	0.1092	1.4355	1.1981
No log	0.7857	66	1.5774	0.1546	1.5774	1.2559
No log	0.8095	68	1.7274	0.1833	1.7274	1.3143
No log	0.8333	70	1.6220	0.1578	1.6220	1.2736
No log	0.8571	72	1.2597	0.2477	1.2597	1.1223
No log	0.8810	74	1.0489	0.3658	1.0489	1.0242
No log	0.9048	76	1.0090	0.3588	1.0090	1.0045
No log	0.9286	78	1.0719	0.3718	1.0719	1.0353
No log	0.9524	80	1.0859	0.3599	1.0859	1.0421
No log	0.9762	82	1.0406	0.3839	1.0406	1.0201
No log	1.0	84	0.9993	0.4562	0.9993	0.9997
No log	1.0238	86	1.0481	0.4493	1.0481	1.0238
No log	1.0476	88	1.1143	0.4341	1.1143	1.0556
No log	1.0714	90	1.0191	0.4814	1.0191	1.0095
No log	1.0952	92	0.9196	0.5375	0.9196	0.9590
No log	1.1190	94	0.8187	0.6150	0.8187	0.9048
No log	1.1429	96	0.7296	0.6508	0.7296	0.8542
No log	1.1667	98	0.7202	0.6546	0.7202	0.8487
No log	1.1905	100	0.7377	0.6877	0.7377	0.8589
No log	1.2143	102	0.8251	0.6563	0.8251	0.9084
No log	1.2381	104	0.7733	0.6954	0.7733	0.8794
No log	1.2619	106	0.6599	0.7024	0.6599	0.8123
No log	1.2857	108	0.6647	0.6382	0.6647	0.8153
No log	1.3095	110	0.6779	0.6587	0.6779	0.8234
No log	1.3333	112	0.6500	0.6279	0.6500	0.8063
No log	1.3571	114	0.6839	0.7053	0.6839	0.8270
No log	1.3810	116	0.7274	0.6942	0.7274	0.8529
No log	1.4048	118	0.7767	0.6337	0.7767	0.8813
No log	1.4286	120	0.7525	0.6471	0.7525	0.8675
No log	1.4524	122	0.7233	0.6677	0.7233	0.8505
No log	1.4762	124	0.7137	0.6345	0.7137	0.8448
No log	1.5	126	0.7140	0.6055	0.7140	0.8450
No log	1.5238	128	0.7183	0.5978	0.7183	0.8475
No log	1.5476	130	0.7258	0.5654	0.7258	0.8519
No log	1.5714	132	0.7393	0.5823	0.7393	0.8598
No log	1.5952	134	0.7444	0.5905	0.7444	0.8628
No log	1.6190	136	0.7698	0.5699	0.7698	0.8774
No log	1.6429	138	0.7861	0.5458	0.7861	0.8866
No log	1.6667	140	0.7657	0.5594	0.7657	0.8751
No log	1.6905	142	0.7666	0.5765	0.7666	0.8756
No log	1.7143	144	0.8208	0.5522	0.8208	0.9060
No log	1.7381	146	0.8818	0.5267	0.8818	0.9390
No log	1.7619	148	0.8348	0.5374	0.8348	0.9137
No log	1.7857	150	0.7640	0.5569	0.7640	0.8741
No log	1.8095	152	0.7278	0.5692	0.7278	0.8531
No log	1.8333	154	0.6828	0.5821	0.6828	0.8263
No log	1.8571	156	0.6717	0.5607	0.6717	0.8195
No log	1.8810	158	0.6670	0.5490	0.6670	0.8167
No log	1.9048	160	0.6736	0.5366	0.6736	0.8207
No log	1.9286	162	0.6849	0.5270	0.6849	0.8276
No log	1.9524	164	0.6711	0.5463	0.6711	0.8192
No log	1.9762	166	0.6256	0.6624	0.6256	0.7909
No log	2.0	168	0.6272	0.7103	0.6272	0.7920
No log	2.0238	170	0.6325	0.7266	0.6325	0.7953
No log	2.0476	172	0.6581	0.6414	0.6581	0.8112
No log	2.0714	174	0.6930	0.6510	0.6930	0.8325
No log	2.0952	176	0.6620	0.6652	0.6620	0.8137
No log	2.1190	178	0.6343	0.7136	0.6343	0.7964
No log	2.1429	180	0.6183	0.7115	0.6183	0.7863
No log	2.1667	182	0.6112	0.7096	0.6112	0.7818
No log	2.1905	184	0.6146	0.6905	0.6146	0.7840
No log	2.2143	186	0.6042	0.7188	0.6042	0.7773
No log	2.2381	188	0.5992	0.7262	0.5992	0.7741
No log	2.2619	190	0.6972	0.6949	0.6972	0.8350
No log	2.2857	192	0.7122	0.6713	0.7122	0.8439
No log	2.3095	194	0.6319	0.7314	0.6319	0.7950
No log	2.3333	196	0.6243	0.7147	0.6243	0.7901
No log	2.3571	198	0.6894	0.6500	0.6894	0.8303
No log	2.3810	200	0.6779	0.6647	0.6779	0.8233
No log	2.4048	202	0.6080	0.7463	0.6080	0.7798
No log	2.4286	204	0.6198	0.7240	0.6198	0.7873
No log	2.4524	206	0.6707	0.6363	0.6707	0.8190
No log	2.4762	208	0.7430	0.6465	0.7430	0.8620
No log	2.5	210	0.7438	0.6644	0.7438	0.8624
No log	2.5238	212	0.7406	0.6627	0.7406	0.8606
No log	2.5476	214	0.6839	0.6729	0.6839	0.8270
No log	2.5714	216	0.6807	0.6557	0.6807	0.8250
No log	2.5952	218	0.6556	0.6669	0.6556	0.8097
No log	2.6190	220	0.6093	0.7031	0.6093	0.7806
No log	2.6429	222	0.6215	0.6981	0.6215	0.7884
No log	2.6667	224	0.6248	0.7028	0.6248	0.7905
No log	2.6905	226	0.6434	0.7320	0.6434	0.8022
No log	2.7143	228	0.6956	0.6929	0.6956	0.8340
No log	2.7381	230	0.7874	0.6491	0.7874	0.8874
No log	2.7619	232	0.8544	0.6572	0.8544	0.9243
No log	2.7857	234	0.8002	0.6649	0.8002	0.8946
No log	2.8095	236	0.7025	0.6931	0.7025	0.8381
No log	2.8333	238	0.6373	0.7382	0.6373	0.7983
No log	2.8571	240	0.6443	0.7450	0.6443	0.8027
No log	2.8810	242	0.6400	0.7535	0.6400	0.8000
No log	2.9048	244	0.6619	0.7242	0.6619	0.8136
No log	2.9286	246	0.8042	0.6865	0.8042	0.8968
No log	2.9524	248	0.8779	0.6698	0.8779	0.9370
No log	2.9762	250	0.7924	0.6586	0.7924	0.8901
No log	3.0	252	0.6599	0.6962	0.6599	0.8124
No log	3.0238	254	0.6275	0.7012	0.6275	0.7921
No log	3.0476	256	0.6407	0.6884	0.6407	0.8004
No log	3.0714	258	0.6489	0.6838	0.6489	0.8055
No log	3.0952	260	0.6446	0.7072	0.6446	0.8029
No log	3.1190	262	0.7036	0.6887	0.7036	0.8388
No log	3.1429	264	0.6971	0.7043	0.6971	0.8349
No log	3.1667	266	0.6417	0.7399	0.6417	0.8011
No log	3.1905	268	0.6012	0.7536	0.6012	0.7754
No log	3.2143	270	0.5847	0.7619	0.5847	0.7646
No log	3.2381	272	0.5606	0.7954	0.5606	0.7488
No log	3.2619	274	0.5697	0.7616	0.5697	0.7548
No log	3.2857	276	0.5817	0.7733	0.5817	0.7627
No log	3.3095	278	0.6599	0.7448	0.6599	0.8123
No log	3.3333	280	0.7259	0.6840	0.7259	0.8520
No log	3.3571	282	0.7177	0.6681	0.7177	0.8472
No log	3.3810	284	0.6631	0.7109	0.6631	0.8143
No log	3.4048	286	0.6300	0.7305	0.6300	0.7937
No log	3.4286	288	0.6340	0.7368	0.6340	0.7963
No log	3.4524	290	0.6724	0.7139	0.6724	0.8200
No log	3.4762	292	0.7304	0.6821	0.7304	0.8546
No log	3.5	294	0.7898	0.6647	0.7898	0.8887
No log	3.5238	296	0.8156	0.6643	0.8156	0.9031
No log	3.5476	298	0.8260	0.6699	0.8260	0.9089
No log	3.5714	300	0.7694	0.6480	0.7694	0.8772
No log	3.5952	302	0.6999	0.6887	0.6999	0.8366
No log	3.6190	304	0.6495	0.6859	0.6495	0.8059
No log	3.6429	306	0.6262	0.7299	0.6262	0.7913
No log	3.6667	308	0.6265	0.7048	0.6265	0.7915
No log	3.6905	310	0.6526	0.6763	0.6526	0.8078
No log	3.7143	312	0.7368	0.6472	0.7368	0.8584
No log	3.7381	314	0.8483	0.6350	0.8483	0.9210
No log	3.7619	316	0.8327	0.6442	0.8327	0.9125
No log	3.7857	318	0.7213	0.6709	0.7213	0.8493
No log	3.8095	320	0.6626	0.6727	0.6626	0.8140
No log	3.8333	322	0.6443	0.6985	0.6443	0.8027
No log	3.8571	324	0.6708	0.6818	0.6708	0.8190
No log	3.8810	326	0.7340	0.6494	0.7340	0.8567
No log	3.9048	328	0.7833	0.6437	0.7833	0.8851
No log	3.9286	330	0.7554	0.6447	0.7554	0.8691
No log	3.9524	332	0.6583	0.6885	0.6583	0.8113
No log	3.9762	334	0.6223	0.7274	0.6223	0.7888
No log	4.0	336	0.6248	0.7341	0.6248	0.7905
No log	4.0238	338	0.6419	0.7120	0.6419	0.8012
No log	4.0476	340	0.7065	0.6969	0.7065	0.8406
No log	4.0714	342	0.8071	0.6483	0.8071	0.8984
No log	4.0952	344	0.8833	0.6245	0.8833	0.9399
No log	4.1190	346	0.8783	0.6099	0.8783	0.9372
No log	4.1429	348	0.7755	0.6366	0.7755	0.8806
No log	4.1667	350	0.6571	0.7255	0.6571	0.8106
No log	4.1905	352	0.6187	0.7078	0.6187	0.7866
No log	4.2143	354	0.6340	0.6928	0.6340	0.7962
No log	4.2381	356	0.6524	0.6891	0.6524	0.8077
No log	4.2619	358	0.6557	0.7087	0.6557	0.8097
No log	4.2857	360	0.6718	0.7252	0.6718	0.8197
No log	4.3095	362	0.7195	0.7153	0.7195	0.8482
No log	4.3333	364	0.7373	0.7141	0.7373	0.8586
No log	4.3571	366	0.7268	0.7141	0.7268	0.8525
No log	4.3810	368	0.6894	0.7279	0.6894	0.8303
No log	4.4048	370	0.6519	0.7217	0.6519	0.8074
No log	4.4286	372	0.6424	0.6780	0.6424	0.8015
No log	4.4524	374	0.6400	0.6945	0.6400	0.8000
No log	4.4762	376	0.6422	0.6869	0.6422	0.8013
No log	4.5	378	0.6665	0.7033	0.6665	0.8164
No log	4.5238	380	0.7218	0.6836	0.7218	0.8496
No log	4.5476	382	0.7743	0.6674	0.7743	0.8799
No log	4.5714	384	0.7992	0.6467	0.7992	0.8940
No log	4.5952	386	0.7934	0.6388	0.7934	0.8907
No log	4.6190	388	0.7480	0.6787	0.7480	0.8649
No log	4.6429	390	0.7126	0.7173	0.7126	0.8442
No log	4.6667	392	0.7177	0.7129	0.7177	0.8472
No log	4.6905	394	0.7645	0.6609	0.7645	0.8744
No log	4.7143	396	0.7959	0.6576	0.7959	0.8921
No log	4.7381	398	0.8058	0.6560	0.8058	0.8977
No log	4.7619	400	0.7422	0.6625	0.7422	0.8615
No log	4.7857	402	0.6859	0.6996	0.6859	0.8282
No log	4.8095	404	0.6291	0.7210	0.6291	0.7931
No log	4.8333	406	0.6172	0.7315	0.6172	0.7856
No log	4.8571	408	0.6006	0.7509	0.6006	0.7750
No log	4.8810	410	0.6066	0.7321	0.6066	0.7788
No log	4.9048	412	0.6414	0.7131	0.6414	0.8009
No log	4.9286	414	0.6828	0.7189	0.6828	0.8263
No log	4.9524	416	0.6981	0.6916	0.6981	0.8355
No log	4.9762	418	0.6652	0.7082	0.6652	0.8156
No log	5.0	420	0.6285	0.7196	0.6285	0.7928
No log	5.0238	422	0.6080	0.7217	0.6080	0.7798
No log	5.0476	424	0.5988	0.7403	0.5988	0.7738
No log	5.0714	426	0.6009	0.7217	0.6009	0.7752
No log	5.0952	428	0.6253	0.7255	0.6253	0.7908
No log	5.1190	430	0.6425	0.6992	0.6425	0.8016
No log	5.1429	432	0.6764	0.7054	0.6764	0.8224
No log	5.1667	434	0.6759	0.6983	0.6759	0.8221
No log	5.1905	436	0.6383	0.7202	0.6383	0.7989
No log	5.2143	438	0.6160	0.7110	0.6160	0.7848
No log	5.2381	440	0.6182	0.7074	0.6182	0.7863
No log	5.2619	442	0.6233	0.7104	0.6233	0.7895
No log	5.2857	444	0.6464	0.7083	0.6464	0.8040
No log	5.3095	446	0.6969	0.7274	0.6969	0.8348
No log	5.3333	448	0.7320	0.7101	0.7320	0.8556
No log	5.3571	450	0.7354	0.7170	0.7354	0.8576
No log	5.3810	452	0.7114	0.7214	0.7114	0.8435
No log	5.4048	454	0.6668	0.7044	0.6668	0.8166
No log	5.4286	456	0.6420	0.7028	0.6420	0.8012
No log	5.4524	458	0.6413	0.6891	0.6413	0.8008
No log	5.4762	460	0.6437	0.6884	0.6437	0.8023
No log	5.5	462	0.6693	0.7061	0.6693	0.8181
No log	5.5238	464	0.7337	0.7146	0.7337	0.8566
No log	5.5476	466	0.7917	0.7007	0.7917	0.8898
No log	5.5714	468	0.8234	0.6830	0.8234	0.9074
No log	5.5952	470	0.7823	0.6830	0.7823	0.8845
No log	5.6190	472	0.7118	0.7148	0.7118	0.8437
No log	5.6429	474	0.6536	0.7289	0.6536	0.8085
No log	5.6667	476	0.6426	0.7167	0.6426	0.8016
No log	5.6905	478	0.6569	0.7199	0.6569	0.8105
No log	5.7143	480	0.7176	0.6987	0.7176	0.8471
No log	5.7381	482	0.8340	0.6537	0.8340	0.9132
No log	5.7619	484	0.9402	0.6329	0.9402	0.9696
No log	5.7857	486	0.9629	0.6197	0.9629	0.9813
No log	5.8095	488	0.9075	0.6223	0.9075	0.9526
No log	5.8333	490	0.7981	0.6429	0.7981	0.8934
No log	5.8571	492	0.7118	0.6827	0.7118	0.8437
No log	5.8810	494	0.6756	0.6885	0.6756	0.8220
No log	5.9048	496	0.6698	0.6847	0.6698	0.8184
No log	5.9286	498	0.6602	0.6985	0.6602	0.8125
0.4812	5.9524	500	0.6839	0.7083	0.6839	0.8270
0.4812	5.9762	502	0.7254	0.7062	0.7254	0.8517
0.4812	6.0	504	0.7541	0.6950	0.7541	0.8684
0.4812	6.0238	506	0.8144	0.6823	0.8144	0.9025
0.4812	6.0476	508	0.8188	0.6813	0.8188	0.9049
0.4812	6.0714	510	0.7838	0.6826	0.7838	0.8853
0.4812	6.0952	512	0.7290	0.6724	0.7290	0.8538
0.4812	6.1190	514	0.6817	0.6889	0.6817	0.8256
0.4812	6.1429	516	0.6639	0.6926	0.6639	0.8148
0.4812	6.1667	518	0.6611	0.7029	0.6611	0.8131
0.4812	6.1905	520	0.6864	0.6924	0.6864	0.8285
0.4812	6.2143	522	0.7205	0.6905	0.7205	0.8488
0.4812	6.2381	524	0.7500	0.6846	0.7500	0.8660
0.4812	6.2619	526	0.7329	0.6963	0.7329	0.8561
0.4812	6.2857	528	0.6955	0.6994	0.6955	0.8340
0.4812	6.3095	530	0.6835	0.7095	0.6835	0.8267
0.4812	6.3333	532	0.6902	0.7152	0.6902	0.8308
0.4812	6.3571	534	0.7192	0.6900	0.7192	0.8481
0.4812	6.3810	536	0.7487	0.6940	0.7487	0.8653
0.4812	6.4048	538	0.7562	0.6905	0.7562	0.8696
0.4812	6.4286	540	0.7651	0.7072	0.7651	0.8747
0.4812	6.4524	542	0.7482	0.7015	0.7482	0.8650
0.4812	6.4762	544	0.7528	0.7003	0.7528	0.8676
0.4812	6.5	546	0.7815	0.7013	0.7815	0.8840
0.4812	6.5238	548	0.7623	0.7029	0.7623	0.8731
0.4812	6.5476	550	0.7194	0.7049	0.7194	0.8482
0.4812	6.5714	552	0.6943	0.7143	0.6943	0.8332
0.4812	6.5952	554	0.6706	0.7070	0.6706	0.8189
0.4812	6.6190	556	0.6615	0.7275	0.6615	0.8133
0.4812	6.6429	558	0.6555	0.7220	0.6555	0.8096
0.4812	6.6667	560	0.6444	0.7239	0.6444	0.8028
0.4812	6.6905	562	0.6407	0.7203	0.6407	0.8004
0.4812	6.7143	564	0.6227	0.7037	0.6227	0.7891
0.4812	6.7381	566	0.6202	0.6996	0.6202	0.7875
0.4812	6.7619	568	0.6290	0.7113	0.6290	0.7931
0.4812	6.7857	570	0.6606	0.7235	0.6606	0.8128
0.4812	6.8095	572	0.6803	0.7225	0.6803	0.8248
0.4812	6.8333	574	0.6889	0.7114	0.6889	0.8300
0.4812	6.8571	576	0.6809	0.7055	0.6809	0.8251
0.4812	6.8810	578	0.6855	0.7037	0.6855	0.8279
0.4812	6.9048	580	0.6711	0.7263	0.6711	0.8192
0.4812	6.9286	582	0.6565	0.7060	0.6565	0.8103
0.4812	6.9524	584	0.6519	0.7133	0.6519	0.8074
0.4812	6.9762	586	0.6569	0.7133	0.6569	0.8105
0.4812	7.0	588	0.6887	0.6969	0.6887	0.8299
0.4812	7.0238	590	0.7430	0.6888	0.7430	0.8620
0.4812	7.0476	592	0.7977	0.6721	0.7977	0.8932
0.4812	7.0714	594	0.8208	0.6810	0.8208	0.9060
0.4812	7.0952	596	0.7930	0.6737	0.7930	0.8905
0.4812	7.1190	598	0.7566	0.6944	0.7566	0.8698
0.4812	7.1429	600	0.7392	0.6979	0.7392	0.8597
0.4812	7.1667	602	0.7213	0.7118	0.7213	0.8493
0.4812	7.1905	604	0.7320	0.6985	0.7320	0.8556
0.4812	7.2143	606	0.7628	0.7023	0.7628	0.8734
0.4812	7.2381	608	0.8115	0.6819	0.8115	0.9008
0.4812	7.2619	610	0.8210	0.6737	0.8210	0.9061
0.4812	7.2857	612	0.7861	0.6905	0.7861	0.8866
0.4812	7.3095	614	0.7400	0.7119	0.7400	0.8602
0.4812	7.3333	616	0.7143	0.7101	0.7143	0.8452
0.4812	7.3571	618	0.7096	0.7067	0.7096	0.8424
0.4812	7.3810	620	0.7134	0.7067	0.7134	0.8446
0.4812	7.4048	622	0.7319	0.7003	0.7319	0.8555
0.4812	7.4286	624	0.7683	0.6962	0.7683	0.8765
0.4812	7.4524	626	0.7755	0.6783	0.7755	0.8807
0.4812	7.4762	628	0.8009	0.6819	0.8009	0.8949
0.4812	7.5	630	0.8432	0.6715	0.8432	0.9183
0.4812	7.5238	632	0.8876	0.6575	0.8876	0.9421
0.4812	7.5476	634	0.8916	0.6575	0.8916	0.9442
0.4812	7.5714	636	0.8595	0.6557	0.8595	0.9271
0.4812	7.5952	638	0.8201	0.6634	0.8201	0.9056
0.4812	7.6190	640	0.8036	0.6671	0.8036	0.8964
0.4812	7.6429	642	0.7819	0.6872	0.7819	0.8843
0.4812	7.6667	644	0.7635	0.7041	0.7635	0.8738
0.4812	7.6905	646	0.7388	0.6963	0.7388	0.8595
0.4812	7.7143	648	0.7224	0.7003	0.7224	0.8500
0.4812	7.7381	650	0.7244	0.6900	0.7244	0.8511
0.4812	7.7619	652	0.7430	0.6921	0.7430	0.8620
0.4812	7.7857	654	0.7663	0.6823	0.7663	0.8754
0.4812	7.8095	656	0.7798	0.6823	0.7798	0.8831
0.4812	7.8333	658	0.8024	0.6658	0.8024	0.8958
0.4812	7.8571	660	0.8338	0.6667	0.8338	0.9131
0.4812	7.8810	662	0.8451	0.6658	0.8451	0.9193
0.4812	7.9048	664	0.8559	0.6740	0.8559	0.9251
0.4812	7.9286	666	0.8357	0.6658	0.8357	0.9142
0.4812	7.9524	668	0.7938	0.6738	0.7938	0.8910
0.4812	7.9762	670	0.7605	0.6836	0.7605	0.8721
0.4812	8.0	672	0.7393	0.6842	0.7393	0.8599
0.4812	8.0238	674	0.7415	0.6808	0.7415	0.8611
0.4812	8.0476	676	0.7609	0.6832	0.7609	0.8723
0.4812	8.0714	678	0.7990	0.6589	0.7990	0.8939
0.4812	8.0952	680	0.8212	0.6589	0.8212	0.9062
0.4812	8.1190	682	0.8194	0.6653	0.8194	0.9052
0.4812	8.1429	684	0.8024	0.6653	0.8024	0.8958
0.4812	8.1667	686	0.7912	0.6653	0.7912	0.8895
0.4812	8.1905	688	0.7824	0.6905	0.7824	0.8845
0.4812	8.2143	690	0.7792	0.6905	0.7792	0.8827
0.4812	8.2381	692	0.7867	0.6905	0.7867	0.8870
0.4812	8.2619	694	0.8035	0.6544	0.8035	0.8964
0.4812	8.2857	696	0.8047	0.6658	0.8047	0.8971
0.4812	8.3095	698	0.8082	0.6658	0.8082	0.8990
0.4812	8.3333	700	0.8050	0.6756	0.8050	0.8972
0.4812	8.3571	702	0.7763	0.6796	0.7763	0.8811
0.4812	8.3810	704	0.7425	0.7033	0.7425	0.8617
0.4812	8.4048	706	0.7190	0.7021	0.7190	0.8479
0.4812	8.4286	708	0.6962	0.7083	0.6962	0.8344
0.4812	8.4524	710	0.6897	0.7163	0.6897	0.8305
0.4812	8.4762	712	0.6927	0.7121	0.6927	0.8323
0.4812	8.5	714	0.7062	0.7083	0.7062	0.8403
0.4812	8.5238	716	0.7238	0.7156	0.7238	0.8508
0.4812	8.5476	718	0.7386	0.7021	0.7386	0.8594
0.4812	8.5714	720	0.7447	0.7021	0.7447	0.8629
0.4812	8.5952	722	0.7510	0.7021	0.7510	0.8666
0.4812	8.6190	724	0.7451	0.7021	0.7451	0.8632
0.4812	8.6429	726	0.7396	0.7021	0.7396	0.8600
0.4812	8.6667	728	0.7432	0.7021	0.7432	0.8621
0.4812	8.6905	730	0.7496	0.7021	0.7496	0.8658
0.4812	8.7143	732	0.7492	0.7021	0.7492	0.8656
0.4812	8.7381	734	0.7457	0.7156	0.7457	0.8635
0.4812	8.7619	736	0.7458	0.7115	0.7458	0.8636
0.4812	8.7857	738	0.7523	0.7115	0.7523	0.8673
0.4812	8.8095	740	0.7602	0.7099	0.7602	0.8719
0.4812	8.8333	742	0.7657	0.7019	0.7657	0.8751
0.4812	8.8571	744	0.7655	0.7019	0.7655	0.8749
0.4812	8.8810	746	0.7585	0.7112	0.7585	0.8709
0.4812	8.9048	748	0.7421	0.7247	0.7421	0.8614
0.4812	8.9286	750	0.7236	0.7169	0.7236	0.8507
0.4812	8.9524	752	0.7157	0.7154	0.7157	0.8460
0.4812	8.9762	754	0.7116	0.7154	0.7116	0.8436
0.4812	9.0	756	0.7165	0.7212	0.7165	0.8465
0.4812	9.0238	758	0.7250	0.7212	0.7250	0.8514
0.4812	9.0476	760	0.7396	0.7247	0.7396	0.8600
0.4812	9.0714	762	0.7534	0.7078	0.7534	0.8680
0.4812	9.0952	764	0.7752	0.6944	0.7752	0.8804
0.4812	9.1190	766	0.8022	0.6932	0.8022	0.8957
0.4812	9.1429	768	0.8282	0.6876	0.8282	0.9100
0.4812	9.1667	770	0.8465	0.6859	0.8465	0.9201
0.4812	9.1905	772	0.8522	0.6859	0.8522	0.9231
0.4812	9.2143	774	0.8499	0.6859	0.8499	0.9219
0.4812	9.2381	776	0.8372	0.6796	0.8372	0.9150
0.4812	9.2619	778	0.8214	0.6796	0.8214	0.9063
0.4812	9.2857	780	0.8014	0.6813	0.8014	0.8952
0.4812	9.3095	782	0.7781	0.6863	0.7781	0.8821
0.4812	9.3333	784	0.7648	0.6863	0.7648	0.8745
0.4812	9.3571	786	0.7556	0.6957	0.7556	0.8693
0.4812	9.3810	788	0.7501	0.6957	0.7501	0.8661
0.4812	9.4048	790	0.7518	0.6957	0.7518	0.8671
0.4812	9.4286	792	0.7567	0.6957	0.7567	0.8699
0.4812	9.4524	794	0.7613	0.6957	0.7613	0.8725
0.4812	9.4762	796	0.7679	0.6957	0.7679	0.8763
0.4812	9.5	798	0.7798	0.6863	0.7798	0.8831
0.4812	9.5238	800	0.7913	0.6822	0.7913	0.8896
0.4812	9.5476	802	0.8016	0.6714	0.8016	0.8953
0.4812	9.5714	804	0.8035	0.6714	0.8035	0.8964
0.4812	9.5952	806	0.8030	0.6714	0.8030	0.8961
0.4812	9.6190	808	0.8004	0.6730	0.8004	0.8946
0.4812	9.6429	810	0.7949	0.6730	0.7949	0.8916
0.4812	9.6667	812	0.7882	0.6863	0.7882	0.8878
0.4812	9.6905	814	0.7818	0.6863	0.7818	0.8842
0.4812	9.7143	816	0.7784	0.6957	0.7784	0.8823
0.4812	9.7381	818	0.7757	0.6957	0.7757	0.8807
0.4812	9.7619	820	0.7743	0.6957	0.7743	0.8800
0.4812	9.7857	822	0.7740	0.6957	0.7740	0.8798
0.4812	9.8095	824	0.7754	0.6957	0.7754	0.8806
0.4812	9.8333	826	0.7776	0.6957	0.7776	0.8818
0.4812	9.8571	828	0.7798	0.6957	0.7798	0.8831
0.4812	9.8810	830	0.7826	0.6863	0.7826	0.8846
0.4812	9.9048	832	0.7836	0.6863	0.7836	0.8852
0.4812	9.9286	834	0.7850	0.6863	0.7850	0.8860
0.4812	9.9524	836	0.7864	0.6863	0.7864	0.8868
0.4812	9.9762	838	0.7868	0.6863	0.7868	0.8870
0.4812	10.0	840	0.7868	0.6863	0.7868	0.8870

Framework versions

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