ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k11_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: 0.8617
• Qwk: 0.6369
• Mse: 0.8617
• Rmse: 0.9283

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	0.0286	2	5.3124	-0.0360	5.3124	2.3049
No log	0.0571	4	3.7804	-0.0174	3.7804	1.9443
No log	0.0857	6	2.9022	-0.0320	2.9022	1.7036
No log	0.1143	8	2.0556	0.0602	2.0556	1.4337
No log	0.1429	10	1.9611	-0.0045	1.9611	1.4004
No log	0.1714	12	1.8827	0.0280	1.8827	1.3721
No log	0.2	14	1.9037	0.0824	1.9037	1.3797
No log	0.2286	16	1.7440	0.1334	1.7440	1.3206
No log	0.2571	18	1.7817	0.1557	1.7817	1.3348
No log	0.2857	20	1.5440	0.2985	1.5440	1.2426
No log	0.3143	22	1.3492	0.3080	1.3492	1.1616
No log	0.3429	24	1.2572	0.2654	1.2572	1.1213
No log	0.3714	26	1.1953	0.2889	1.1953	1.0933
No log	0.4	28	1.2945	0.2209	1.2945	1.1378
No log	0.4286	30	1.7451	0.1985	1.7451	1.3210
No log	0.4571	32	2.1332	0.1740	2.1332	1.4606
No log	0.4857	34	2.6047	0.0625	2.6047	1.6139
No log	0.5143	36	2.7861	0.0337	2.7861	1.6692
No log	0.5429	38	2.6795	0.0873	2.6795	1.6369
No log	0.5714	40	2.1019	0.2094	2.1019	1.4498
No log	0.6	42	1.6986	0.2366	1.6986	1.3033
No log	0.6286	44	1.4221	0.2371	1.4221	1.1925
No log	0.6571	46	1.1876	0.3772	1.1876	1.0898
No log	0.6857	48	1.1321	0.4144	1.1321	1.0640
No log	0.7143	50	1.1931	0.4444	1.1931	1.0923
No log	0.7429	52	1.5349	0.2999	1.5349	1.2389
No log	0.7714	54	1.6364	0.2750	1.6364	1.2792
No log	0.8	56	1.3835	0.4046	1.3835	1.1762
No log	0.8286	58	1.2364	0.4693	1.2364	1.1120
No log	0.8571	60	1.0855	0.4632	1.0855	1.0419
No log	0.8857	62	1.0665	0.4460	1.0665	1.0327
No log	0.9143	64	1.0126	0.4964	1.0126	1.0063
No log	0.9429	66	0.9135	0.5197	0.9135	0.9558
No log	0.9714	68	0.8796	0.5308	0.8796	0.9379
No log	1.0	70	0.9728	0.5061	0.9728	0.9863
No log	1.0286	72	1.0511	0.4948	1.0511	1.0252
No log	1.0571	74	1.1661	0.4574	1.1661	1.0798
No log	1.0857	76	1.1085	0.4998	1.1085	1.0529
No log	1.1143	78	0.9257	0.5149	0.9257	0.9622
No log	1.1429	80	0.8543	0.5205	0.8543	0.9243
No log	1.1714	82	0.8783	0.4985	0.8783	0.9372
No log	1.2	84	0.8500	0.5098	0.8500	0.9220
No log	1.2286	86	0.8394	0.5397	0.8394	0.9162
No log	1.2571	88	0.8115	0.5197	0.8115	0.9008
No log	1.2857	90	0.8607	0.5366	0.8607	0.9277
No log	1.3143	92	0.9561	0.5454	0.9561	0.9778
No log	1.3429	94	0.9061	0.5402	0.9061	0.9519
No log	1.3714	96	0.8063	0.5965	0.8063	0.8979
No log	1.4	98	0.7777	0.5871	0.7777	0.8819
No log	1.4286	100	0.7681	0.6444	0.7681	0.8764
No log	1.4571	102	0.7577	0.6526	0.7577	0.8705
No log	1.4857	104	0.7683	0.6562	0.7683	0.8765
No log	1.5143	106	0.7872	0.6725	0.7872	0.8872
No log	1.5429	108	0.7834	0.6355	0.7834	0.8851
No log	1.5714	110	0.7920	0.6012	0.7920	0.8899
No log	1.6	112	0.8152	0.6148	0.8152	0.9029
No log	1.6286	114	0.8464	0.6024	0.8464	0.9200
No log	1.6571	116	0.8632	0.5695	0.8632	0.9291
No log	1.6857	118	0.8878	0.5626	0.8878	0.9422
No log	1.7143	120	0.9460	0.5357	0.9460	0.9726
No log	1.7429	122	1.0001	0.5138	1.0001	1.0001
No log	1.7714	124	0.9512	0.5342	0.9512	0.9753
No log	1.8	126	0.8707	0.6004	0.8707	0.9331
No log	1.8286	128	0.8388	0.6221	0.8388	0.9158
No log	1.8571	130	0.8166	0.5960	0.8166	0.9037
No log	1.8857	132	0.7851	0.6607	0.7851	0.8861
No log	1.9143	134	0.7768	0.6311	0.7768	0.8814
No log	1.9429	136	0.7450	0.6574	0.7450	0.8631
No log	1.9714	138	0.7730	0.6637	0.7730	0.8792
No log	2.0	140	0.7915	0.6310	0.7915	0.8897
No log	2.0286	142	0.7202	0.6468	0.7202	0.8486
No log	2.0571	144	0.7152	0.6632	0.7152	0.8457
No log	2.0857	146	0.7124	0.6609	0.7124	0.8441
No log	2.1143	148	0.7420	0.6830	0.7420	0.8614
No log	2.1429	150	0.7719	0.6318	0.7719	0.8786
No log	2.1714	152	0.7862	0.5846	0.7862	0.8867
No log	2.2	154	0.7574	0.6444	0.7574	0.8703
No log	2.2286	156	0.7435	0.6307	0.7435	0.8623
No log	2.2571	158	0.7538	0.6199	0.7538	0.8682
No log	2.2857	160	0.7846	0.6163	0.7846	0.8858
No log	2.3143	162	0.8075	0.6252	0.8075	0.8986
No log	2.3429	164	0.8472	0.5877	0.8472	0.9204
No log	2.3714	166	0.8321	0.6243	0.8321	0.9122
No log	2.4	168	0.8113	0.6757	0.8113	0.9007
No log	2.4286	170	0.7926	0.6291	0.7926	0.8903
No log	2.4571	172	0.8012	0.6581	0.8012	0.8951
No log	2.4857	174	0.7684	0.6564	0.7684	0.8766
No log	2.5143	176	0.7174	0.6807	0.7174	0.8470
No log	2.5429	178	0.7338	0.7283	0.7338	0.8566
No log	2.5714	180	0.8759	0.6099	0.8759	0.9359
No log	2.6	182	0.9356	0.5960	0.9356	0.9673
No log	2.6286	184	0.8887	0.6177	0.8887	0.9427
No log	2.6571	186	0.8316	0.6415	0.8316	0.9119
No log	2.6857	188	0.7951	0.6658	0.7951	0.8917
No log	2.7143	190	0.7830	0.6718	0.7830	0.8849
No log	2.7429	192	0.7654	0.6811	0.7654	0.8749
No log	2.7714	194	0.7507	0.6711	0.7507	0.8664
No log	2.8	196	0.7360	0.6776	0.7360	0.8579
No log	2.8286	198	0.7466	0.6610	0.7466	0.8641
No log	2.8571	200	0.7586	0.6425	0.7586	0.8710
No log	2.8857	202	0.7831	0.6622	0.7831	0.8849
No log	2.9143	204	0.8041	0.6516	0.8041	0.8967
No log	2.9429	206	0.8497	0.6171	0.8497	0.9218
No log	2.9714	208	0.9056	0.6250	0.9056	0.9516
No log	3.0	210	0.8949	0.6128	0.8949	0.9460
No log	3.0286	212	0.8422	0.6409	0.8422	0.9177
No log	3.0571	214	0.8395	0.6297	0.8395	0.9163
No log	3.0857	216	0.8540	0.6088	0.8540	0.9241
No log	3.1143	218	0.8565	0.6088	0.8565	0.9255
No log	3.1429	220	0.8636	0.6318	0.8636	0.9293
No log	3.1714	222	0.8740	0.6156	0.8740	0.9349
No log	3.2	224	0.8846	0.5786	0.8846	0.9405
No log	3.2286	226	0.8697	0.5942	0.8697	0.9326
No log	3.2571	228	0.8288	0.6297	0.8288	0.9104
No log	3.2857	230	0.7887	0.6212	0.7887	0.8881
No log	3.3143	232	0.7608	0.6104	0.7608	0.8723
No log	3.3429	234	0.7384	0.6299	0.7384	0.8593
No log	3.3714	236	0.7581	0.6644	0.7581	0.8707
No log	3.4	238	0.8651	0.5669	0.8651	0.9301
No log	3.4286	240	1.0004	0.5363	1.0004	1.0002
No log	3.4571	242	1.1118	0.5318	1.1118	1.0544
No log	3.4857	244	1.1346	0.5134	1.1346	1.0652
No log	3.5143	246	1.0188	0.5911	1.0188	1.0094
No log	3.5429	248	0.8261	0.6371	0.8261	0.9089
No log	3.5714	250	0.7146	0.7090	0.7146	0.8453
No log	3.6	252	0.6844	0.6920	0.6844	0.8273
No log	3.6286	254	0.6792	0.6689	0.6792	0.8241
No log	3.6571	256	0.6622	0.6665	0.6622	0.8138
No log	3.6857	258	0.6550	0.6671	0.6550	0.8093
No log	3.7143	260	0.6509	0.6702	0.6509	0.8068
No log	3.7429	262	0.6479	0.6710	0.6479	0.8049
No log	3.7714	264	0.6532	0.6825	0.6532	0.8082
No log	3.8	266	0.6586	0.7007	0.6586	0.8116
No log	3.8286	268	0.6698	0.7054	0.6698	0.8184
No log	3.8571	270	0.7074	0.7053	0.7074	0.8410
No log	3.8857	272	0.7650	0.6569	0.7650	0.8746
No log	3.9143	274	0.7592	0.6832	0.7592	0.8713
No log	3.9429	276	0.7654	0.6681	0.7654	0.8749
No log	3.9714	278	0.7558	0.6523	0.7558	0.8694
No log	4.0	280	0.7438	0.6611	0.7438	0.8624
No log	4.0286	282	0.7153	0.6739	0.7153	0.8458
No log	4.0571	284	0.7072	0.6852	0.7072	0.8410
No log	4.0857	286	0.7336	0.6502	0.7336	0.8565
No log	4.1143	288	0.8063	0.6415	0.8063	0.8979
No log	4.1429	290	0.8670	0.6143	0.8670	0.9311
No log	4.1714	292	0.9050	0.5997	0.9050	0.9513
No log	4.2	294	0.8710	0.6277	0.8710	0.9333
No log	4.2286	296	0.8232	0.6256	0.8232	0.9073
No log	4.2571	298	0.8113	0.6358	0.8113	0.9007
No log	4.2857	300	0.8243	0.6407	0.8243	0.9079
No log	4.3143	302	0.8706	0.6304	0.8706	0.9330
No log	4.3429	304	0.9524	0.6131	0.9524	0.9759
No log	4.3714	306	0.9801	0.6077	0.9801	0.9900
No log	4.4	308	0.9680	0.5968	0.9680	0.9839
No log	4.4286	310	0.8869	0.6212	0.8869	0.9417
No log	4.4571	312	0.8403	0.6605	0.8403	0.9167
No log	4.4857	314	0.8261	0.6594	0.8261	0.9089
No log	4.5143	316	0.8357	0.6594	0.8357	0.9142
No log	4.5429	318	0.8556	0.6301	0.8556	0.9250
No log	4.5714	320	0.8139	0.6370	0.8139	0.9021
No log	4.6	322	0.7482	0.6885	0.7482	0.8650
No log	4.6286	324	0.7457	0.6885	0.7457	0.8635
No log	4.6571	326	0.7599	0.6810	0.7599	0.8717
No log	4.6857	328	0.7851	0.6666	0.7851	0.8861
No log	4.7143	330	0.8166	0.6493	0.8166	0.9037
No log	4.7429	332	0.8113	0.6371	0.8113	0.9007
No log	4.7714	334	0.7941	0.6583	0.7941	0.8911
No log	4.8	336	0.7612	0.6661	0.7612	0.8725
No log	4.8286	338	0.7735	0.6482	0.7735	0.8795
No log	4.8571	340	0.8170	0.6421	0.8170	0.9039
No log	4.8857	342	0.8692	0.6469	0.8692	0.9323
No log	4.9143	344	0.8832	0.6239	0.8832	0.9398
No log	4.9429	346	0.8376	0.6428	0.8376	0.9152
No log	4.9714	348	0.7789	0.6540	0.7789	0.8825
No log	5.0	350	0.7529	0.6617	0.7529	0.8677
No log	5.0286	352	0.7410	0.6548	0.7410	0.8608
No log	5.0571	354	0.7724	0.6716	0.7724	0.8788
No log	5.0857	356	0.8288	0.6475	0.8288	0.9104
No log	5.1143	358	0.9253	0.5969	0.9253	0.9619
No log	5.1429	360	0.9999	0.5729	0.9999	1.0000
No log	5.1714	362	1.0050	0.5719	1.0050	1.0025
No log	5.2	364	0.9320	0.5949	0.9320	0.9654
No log	5.2286	366	0.8745	0.6014	0.8745	0.9351
No log	5.2571	368	0.8399	0.6616	0.8399	0.9165
No log	5.2857	370	0.8234	0.6583	0.8234	0.9074
No log	5.3143	372	0.7708	0.6545	0.7708	0.8780
No log	5.3429	374	0.7517	0.6336	0.7517	0.8670
No log	5.3714	376	0.7742	0.6343	0.7742	0.8799
No log	5.4	378	0.8056	0.6180	0.8056	0.8975
No log	5.4286	380	0.8147	0.6086	0.8147	0.9026
No log	5.4571	382	0.7884	0.6374	0.7884	0.8879
No log	5.4857	384	0.7575	0.6645	0.7575	0.8704
No log	5.5143	386	0.7261	0.6754	0.7261	0.8521
No log	5.5429	388	0.6995	0.7215	0.6995	0.8364
No log	5.5714	390	0.7123	0.6870	0.7123	0.8440
No log	5.6	392	0.7246	0.6755	0.7246	0.8512
No log	5.6286	394	0.7803	0.6515	0.7803	0.8833
No log	5.6571	396	0.8127	0.6508	0.8127	0.9015
No log	5.6857	398	0.7991	0.6578	0.7991	0.8939
No log	5.7143	400	0.7302	0.6792	0.7302	0.8545
No log	5.7429	402	0.6811	0.7234	0.6811	0.8253
No log	5.7714	404	0.6514	0.7466	0.6514	0.8071
No log	5.8	406	0.6620	0.7363	0.6620	0.8136
No log	5.8286	408	0.7024	0.7171	0.7024	0.8381
No log	5.8571	410	0.7825	0.6554	0.7825	0.8846
No log	5.8857	412	0.8757	0.6297	0.8757	0.9358
No log	5.9143	414	0.8913	0.6354	0.8913	0.9441
No log	5.9429	416	0.8544	0.6383	0.8544	0.9243
No log	5.9714	418	0.7635	0.6894	0.7635	0.8738
No log	6.0	420	0.6821	0.7183	0.6821	0.8259
No log	6.0286	422	0.6543	0.7192	0.6543	0.8089
No log	6.0571	424	0.6504	0.7128	0.6504	0.8065
No log	6.0857	426	0.6490	0.7128	0.6490	0.8056
No log	6.1143	428	0.6729	0.7108	0.6729	0.8203
No log	6.1429	430	0.7574	0.6551	0.7574	0.8703
No log	6.1714	432	0.8529	0.6434	0.8529	0.9235
No log	6.2	434	0.8930	0.6218	0.8930	0.9450
No log	6.2286	436	0.8872	0.6404	0.8872	0.9419
No log	6.2571	438	0.8700	0.6404	0.8700	0.9327
No log	6.2857	440	0.8018	0.6561	0.8018	0.8955
No log	6.3143	442	0.7424	0.6681	0.7424	0.8616
No log	6.3429	444	0.7151	0.6727	0.7151	0.8456
No log	6.3714	446	0.6964	0.6992	0.6964	0.8345
No log	6.4	448	0.7055	0.6717	0.7055	0.8399
No log	6.4286	450	0.7249	0.6674	0.7249	0.8514
No log	6.4571	452	0.7381	0.6674	0.7381	0.8591
No log	6.4857	454	0.7642	0.6727	0.7642	0.8742
No log	6.5143	456	0.7867	0.6744	0.7867	0.8870
No log	6.5429	458	0.7882	0.6744	0.7882	0.8878
No log	6.5714	460	0.7818	0.6708	0.7818	0.8842
No log	6.6	462	0.7734	0.6644	0.7734	0.8794
No log	6.6286	464	0.7853	0.6753	0.7853	0.8862
No log	6.6571	466	0.8257	0.6754	0.8257	0.9087
No log	6.6857	468	0.8645	0.6508	0.8645	0.9298
No log	6.7143	470	0.8861	0.6217	0.8861	0.9413
No log	6.7429	472	0.8800	0.6478	0.8800	0.9381
No log	6.7714	474	0.8460	0.6601	0.8460	0.9198
No log	6.8	476	0.7789	0.6666	0.7789	0.8825
No log	6.8286	478	0.7066	0.6961	0.7066	0.8406
No log	6.8571	480	0.6822	0.7088	0.6822	0.8259
No log	6.8857	482	0.6812	0.7367	0.6812	0.8254
No log	6.9143	484	0.7079	0.6979	0.7079	0.8414
No log	6.9429	486	0.7635	0.6760	0.7635	0.8738
No log	6.9714	488	0.8238	0.6611	0.8238	0.9076
No log	7.0	490	0.8683	0.6452	0.8683	0.9318
No log	7.0286	492	0.8666	0.6437	0.8666	0.9309
No log	7.0571	494	0.8477	0.6466	0.8477	0.9207
No log	7.0857	496	0.8096	0.6746	0.8096	0.8998
No log	7.1143	498	0.8119	0.6746	0.8119	0.9011
0.4143	7.1429	500	0.8167	0.6712	0.8167	0.9037
0.4143	7.1714	502	0.8284	0.6559	0.8284	0.9102
0.4143	7.2	504	0.8619	0.6395	0.8619	0.9284
0.4143	7.2286	506	0.8726	0.6395	0.8726	0.9341
0.4143	7.2571	508	0.8594	0.6528	0.8594	0.9270
0.4143	7.2857	510	0.8480	0.6646	0.8480	0.9209
0.4143	7.3143	512	0.8371	0.6627	0.8371	0.9149
0.4143	7.3429	514	0.8096	0.6727	0.8096	0.8998
0.4143	7.3714	516	0.7859	0.6761	0.7859	0.8865
0.4143	7.4	518	0.7930	0.6744	0.7930	0.8905
0.4143	7.4286	520	0.8041	0.6727	0.8041	0.8967
0.4143	7.4571	522	0.8029	0.6832	0.8029	0.8961
0.4143	7.4857	524	0.8006	0.6832	0.8006	0.8948
0.4143	7.5143	526	0.7926	0.6761	0.7926	0.8903
0.4143	7.5429	528	0.7721	0.6664	0.7721	0.8787
0.4143	7.5714	530	0.7667	0.6760	0.7667	0.8756
0.4143	7.6	532	0.8042	0.6640	0.8042	0.8968
0.4143	7.6286	534	0.8689	0.6415	0.8689	0.9322
0.4143	7.6571	536	0.9348	0.6232	0.9348	0.9669
0.4143	7.6857	538	0.9688	0.5983	0.9688	0.9843
0.4143	7.7143	540	0.9646	0.5983	0.9646	0.9822
0.4143	7.7429	542	0.9291	0.6077	0.9291	0.9639
0.4143	7.7714	544	0.8742	0.6430	0.8742	0.9350
0.4143	7.8	546	0.8030	0.6700	0.8030	0.8961
0.4143	7.8286	548	0.7689	0.6688	0.7689	0.8769
0.4143	7.8571	550	0.7640	0.6751	0.7640	0.8741
0.4143	7.8857	552	0.7568	0.6820	0.7568	0.8700
0.4143	7.9143	554	0.7837	0.6785	0.7837	0.8852
0.4143	7.9429	556	0.8135	0.6647	0.8135	0.9019
0.4143	7.9714	558	0.8401	0.6463	0.8401	0.9166
0.4143	8.0	560	0.8698	0.6382	0.8698	0.9327
0.4143	8.0286	562	0.8895	0.6368	0.8895	0.9431
0.4143	8.0571	564	0.9160	0.6374	0.9160	0.9571
0.4143	8.0857	566	0.9149	0.6374	0.9149	0.9565
0.4143	8.1143	568	0.8964	0.6464	0.8964	0.9468
0.4143	8.1429	570	0.8702	0.6585	0.8702	0.9328
0.4143	8.1714	572	0.8626	0.6585	0.8626	0.9288
0.4143	8.2	574	0.8711	0.6585	0.8711	0.9333
0.4143	8.2286	576	0.8924	0.6326	0.8924	0.9447
0.4143	8.2571	578	0.8900	0.6340	0.8900	0.9434
0.4143	8.2857	580	0.8885	0.6374	0.8885	0.9426
0.4143	8.3143	582	0.8857	0.6579	0.8857	0.9411
0.4143	8.3429	584	0.8748	0.6382	0.8748	0.9353
0.4143	8.3714	586	0.8925	0.6255	0.8925	0.9447
0.4143	8.4	588	0.9018	0.6255	0.9018	0.9497
0.4143	8.4286	590	0.8816	0.6375	0.8816	0.9389
0.4143	8.4571	592	0.8484	0.6508	0.8484	0.9211
0.4143	8.4857	594	0.8065	0.6484	0.8065	0.8980
0.4143	8.5143	596	0.7786	0.6690	0.7786	0.8824
0.4143	8.5429	598	0.7597	0.6785	0.7597	0.8716
0.4143	8.5714	600	0.7368	0.6900	0.7368	0.8584
0.4143	8.6	602	0.7198	0.6943	0.7198	0.8484
0.4143	8.6286	604	0.7088	0.7010	0.7088	0.8419
0.4143	8.6571	606	0.7157	0.7010	0.7157	0.8460
0.4143	8.6857	608	0.7335	0.6900	0.7335	0.8565
0.4143	8.7143	610	0.7605	0.6803	0.7605	0.8721
0.4143	8.7429	612	0.7795	0.6725	0.7795	0.8829
0.4143	8.7714	614	0.8002	0.6709	0.8002	0.8946
0.4143	8.8	616	0.8077	0.6640	0.8077	0.8987
0.4143	8.8286	618	0.8002	0.6657	0.8002	0.8946
0.4143	8.8571	620	0.7869	0.6621	0.7869	0.8871
0.4143	8.8857	622	0.7881	0.6657	0.7881	0.8877
0.4143	8.9143	624	0.7944	0.6657	0.7944	0.8913
0.4143	8.9429	626	0.7994	0.6657	0.7994	0.8941
0.4143	8.9714	628	0.8088	0.6598	0.8088	0.8994
0.4143	9.0	630	0.8141	0.6489	0.8141	0.9023
0.4143	9.0286	632	0.8234	0.6489	0.8234	0.9074
0.4143	9.0571	634	0.8280	0.6550	0.8280	0.9100
0.4143	9.0857	636	0.8284	0.6397	0.8284	0.9102
0.4143	9.1143	638	0.8298	0.6459	0.8298	0.9109
0.4143	9.1429	640	0.8218	0.6557	0.8218	0.9065
0.4143	9.1714	642	0.8127	0.6557	0.8127	0.9015
0.4143	9.2	644	0.8044	0.6496	0.8044	0.8969
0.4143	9.2286	646	0.8033	0.6496	0.8033	0.8963
0.4143	9.2571	648	0.7972	0.6496	0.7972	0.8929
0.4143	9.2857	650	0.7936	0.6666	0.7936	0.8909
0.4143	9.3143	652	0.7884	0.6725	0.7884	0.8879
0.4143	9.3429	654	0.7773	0.6821	0.7773	0.8817
0.4143	9.3714	656	0.7641	0.6821	0.7641	0.8741
0.4143	9.4	658	0.7599	0.6839	0.7599	0.8717
0.4143	9.4286	660	0.7597	0.6839	0.7597	0.8716
0.4143	9.4571	662	0.7643	0.6821	0.7643	0.8742
0.4143	9.4857	664	0.7730	0.6821	0.7730	0.8792
0.4143	9.5143	666	0.7887	0.6725	0.7887	0.8881
0.4143	9.5429	668	0.8045	0.6496	0.8045	0.8970
0.4143	9.5714	670	0.8125	0.6557	0.8125	0.9014
0.4143	9.6	672	0.8183	0.6618	0.8183	0.9046
0.4143	9.6286	674	0.8246	0.6527	0.8246	0.9081
0.4143	9.6571	676	0.8308	0.6527	0.8308	0.9115
0.4143	9.6857	678	0.8379	0.6527	0.8379	0.9153
0.4143	9.7143	680	0.8442	0.6459	0.8442	0.9188
0.4143	9.7429	682	0.8506	0.6459	0.8506	0.9223
0.4143	9.7714	684	0.8561	0.6459	0.8561	0.9253
0.4143	9.8	686	0.8578	0.6459	0.8578	0.9262
0.4143	9.8286	688	0.8580	0.6459	0.8580	0.9263
0.4143	9.8571	690	0.8593	0.6369	0.8593	0.9270
0.4143	9.8857	692	0.8606	0.6369	0.8606	0.9277
0.4143	9.9143	694	0.8606	0.6369	0.8606	0.9277
0.4143	9.9429	696	0.8611	0.6369	0.8611	0.9280
0.4143	9.9714	698	0.8615	0.6369	0.8615	0.9282
0.4143	10.0	700	0.8617	0.6369	0.8617	0.9283

Framework versions

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