ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k20_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: 0.6910
• Qwk: 0.6693
• Mse: 0.6910
• Rmse: 0.8313

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	0.0202	2	5.0712	0.0035	5.0712	2.2519
No log	0.0404	4	3.0357	0.0796	3.0357	1.7423
No log	0.0606	6	2.1336	-0.0150	2.1336	1.4607
No log	0.0808	8	1.9487	-0.0603	1.9487	1.3960
No log	0.1010	10	1.4318	0.0437	1.4318	1.1966
No log	0.1212	12	1.2990	0.1850	1.2990	1.1397
No log	0.1414	14	1.2280	0.2376	1.2280	1.1082
No log	0.1616	16	1.1879	0.3032	1.1879	1.0899
No log	0.1818	18	1.3753	0.0786	1.3753	1.1727
No log	0.2020	20	1.4810	0.0343	1.4810	1.2170
No log	0.2222	22	1.3899	0.0936	1.3899	1.1789
No log	0.2424	24	1.2932	0.1830	1.2932	1.1372
No log	0.2626	26	1.7261	-0.0766	1.7261	1.3138
No log	0.2828	28	1.7037	-0.0519	1.7037	1.3052
No log	0.3030	30	1.5627	0.0606	1.5627	1.2501
No log	0.3232	32	1.6574	0.0676	1.6574	1.2874
No log	0.3434	34	2.0449	0.0724	2.0449	1.4300
No log	0.3636	36	2.0315	0.0946	2.0315	1.4253
No log	0.3838	38	1.7299	0.1473	1.7299	1.3153
No log	0.4040	40	1.3455	0.2375	1.3455	1.1600
No log	0.4242	42	1.1569	0.2718	1.1569	1.0756
No log	0.4444	44	1.1289	0.2981	1.1289	1.0625
No log	0.4646	46	1.1353	0.2281	1.1353	1.0655
No log	0.4848	48	1.1887	0.1880	1.1887	1.0903
No log	0.5051	50	1.2709	0.1755	1.2709	1.1273
No log	0.5253	52	1.1859	0.2086	1.1859	1.0890
No log	0.5455	54	1.0957	0.2807	1.0957	1.0468
No log	0.5657	56	1.1001	0.2981	1.1001	1.0488
No log	0.5859	58	1.0993	0.2889	1.0993	1.0485
No log	0.6061	60	1.1754	0.3080	1.1754	1.0842
No log	0.6263	62	1.2306	0.2630	1.2306	1.1093
No log	0.6465	64	1.4350	0.1944	1.4350	1.1979
No log	0.6667	66	1.6130	0.2014	1.6130	1.2701
No log	0.6869	68	1.8101	0.1849	1.8101	1.3454
No log	0.7071	70	1.5889	0.2014	1.5889	1.2605
No log	0.7273	72	1.1616	0.2352	1.1616	1.0778
No log	0.7475	74	1.0129	0.3701	1.0129	1.0064
No log	0.7677	76	1.0365	0.3550	1.0365	1.0181
No log	0.7879	78	1.0132	0.3445	1.0132	1.0066
No log	0.8081	80	1.0147	0.3608	1.0147	1.0073
No log	0.8283	82	1.0068	0.3567	1.0068	1.0034
No log	0.8485	84	0.9538	0.3437	0.9538	0.9766
No log	0.8687	86	0.9470	0.4236	0.9470	0.9731
No log	0.8889	88	0.9310	0.4609	0.9310	0.9649
No log	0.9091	90	1.0358	0.4375	1.0358	1.0177
No log	0.9293	92	1.6329	0.2913	1.6329	1.2779
No log	0.9495	94	2.0969	0.2610	2.0969	1.4481
No log	0.9697	96	1.7125	0.3145	1.7125	1.3086
No log	0.9899	98	1.0611	0.4701	1.0611	1.0301
No log	1.0101	100	0.8593	0.5113	0.8593	0.9270
No log	1.0303	102	0.9590	0.4237	0.9590	0.9793
No log	1.0505	104	0.8962	0.4403	0.8962	0.9467
No log	1.0707	106	0.8407	0.4976	0.8407	0.9169
No log	1.0909	108	0.8174	0.5372	0.8174	0.9041
No log	1.1111	110	0.8221	0.5229	0.8221	0.9067
No log	1.1313	112	0.8436	0.4779	0.8436	0.9185
No log	1.1515	114	0.8703	0.4556	0.8703	0.9329
No log	1.1717	116	0.8632	0.4773	0.8632	0.9291
No log	1.1919	118	0.8801	0.5030	0.8801	0.9382
No log	1.2121	120	0.8213	0.5146	0.8213	0.9063
No log	1.2323	122	0.7988	0.5012	0.7988	0.8938
No log	1.2525	124	0.8255	0.5210	0.8255	0.9086
No log	1.2727	126	0.9387	0.5102	0.9387	0.9689
No log	1.2929	128	1.0692	0.4934	1.0692	1.0340
No log	1.3131	130	1.1291	0.4559	1.1291	1.0626
No log	1.3333	132	1.2800	0.4113	1.2800	1.1314
No log	1.3535	134	1.3948	0.3448	1.3948	1.1810
No log	1.3737	136	1.2676	0.4627	1.2676	1.1259
No log	1.3939	138	1.2601	0.4575	1.2601	1.1225
No log	1.4141	140	1.2295	0.4745	1.2295	1.1088
No log	1.4343	142	0.9371	0.5124	0.9371	0.9680
No log	1.4545	144	0.7586	0.5939	0.7586	0.8710
No log	1.4747	146	0.7625	0.5632	0.7625	0.8732
No log	1.4949	148	0.8997	0.5062	0.8997	0.9485
No log	1.5152	150	0.9642	0.4335	0.9642	0.9819
No log	1.5354	152	0.9797	0.4330	0.9797	0.9898
No log	1.5556	154	1.0004	0.4197	1.0004	1.0002
No log	1.5758	156	1.0295	0.4326	1.0295	1.0146
No log	1.5960	158	1.0259	0.4806	1.0259	1.0129
No log	1.6162	160	1.0254	0.5131	1.0254	1.0126
No log	1.6364	162	1.0219	0.5457	1.0219	1.0109
No log	1.6566	164	1.0022	0.5860	1.0022	1.0011
No log	1.6768	166	1.0030	0.5838	1.0030	1.0015
No log	1.6970	168	0.9277	0.5860	0.9277	0.9631
No log	1.7172	170	0.8231	0.5985	0.8231	0.9072
No log	1.7374	172	0.7660	0.6481	0.7660	0.8752
No log	1.7576	174	0.7943	0.6071	0.7943	0.8912
No log	1.7778	176	0.8805	0.5982	0.8805	0.9384
No log	1.7980	178	0.9168	0.5991	0.9168	0.9575
No log	1.8182	180	1.0003	0.5127	1.0003	1.0001
No log	1.8384	182	1.0756	0.5027	1.0756	1.0371
No log	1.8586	184	1.1325	0.4555	1.1325	1.0642
No log	1.8788	186	1.0798	0.4177	1.0798	1.0391
No log	1.8990	188	1.0731	0.3953	1.0731	1.0359
No log	1.9192	190	1.0092	0.4224	1.0092	1.0046
No log	1.9394	192	0.9236	0.5077	0.9236	0.9610
No log	1.9596	194	0.9107	0.5403	0.9107	0.9543
No log	1.9798	196	0.9436	0.5666	0.9436	0.9714
No log	2.0	198	1.0671	0.5381	1.0671	1.0330
No log	2.0202	200	0.9896	0.5689	0.9896	0.9948
No log	2.0404	202	0.8297	0.6298	0.8297	0.9109
No log	2.0606	204	0.7733	0.6525	0.7733	0.8794
No log	2.0808	206	0.7270	0.6403	0.7270	0.8526
No log	2.1010	208	0.7129	0.6533	0.7129	0.8444
No log	2.1212	210	0.7257	0.6606	0.7257	0.8519
No log	2.1414	212	0.8204	0.6199	0.8204	0.9058
No log	2.1616	214	0.8866	0.6229	0.8866	0.9416
No log	2.1818	216	0.8628	0.6323	0.8628	0.9289
No log	2.2020	218	0.8511	0.6287	0.8511	0.9226
No log	2.2222	220	0.8390	0.6426	0.8390	0.9159
No log	2.2424	222	0.8260	0.6361	0.8260	0.9089
No log	2.2626	224	0.8634	0.6295	0.8634	0.9292
No log	2.2828	226	0.8194	0.6302	0.8194	0.9052
No log	2.3030	228	0.7154	0.6273	0.7154	0.8458
No log	2.3232	230	0.7018	0.6366	0.7018	0.8377
No log	2.3434	232	0.6990	0.6247	0.6990	0.8361
No log	2.3636	234	0.7008	0.6430	0.7008	0.8371
No log	2.3838	236	0.7395	0.6212	0.7395	0.8600
No log	2.4040	238	0.7248	0.6584	0.7248	0.8513
No log	2.4242	240	0.7273	0.6428	0.7273	0.8528
No log	2.4444	242	0.7139	0.6706	0.7139	0.8449
No log	2.4646	244	0.7214	0.6814	0.7214	0.8494
No log	2.4848	246	0.7376	0.6760	0.7376	0.8588
No log	2.5051	248	0.7637	0.6805	0.7637	0.8739
No log	2.5253	250	0.7829	0.6851	0.7829	0.8848
No log	2.5455	252	0.8163	0.6620	0.8163	0.9035
No log	2.5657	254	0.8380	0.6610	0.8380	0.9154
No log	2.5859	256	0.8073	0.6522	0.8073	0.8985
No log	2.6061	258	0.7789	0.6575	0.7789	0.8825
No log	2.6263	260	0.7544	0.6437	0.7544	0.8686
No log	2.6465	262	0.7416	0.6658	0.7416	0.8612
No log	2.6667	264	0.7649	0.6337	0.7649	0.8746
No log	2.6869	266	0.8286	0.6505	0.8286	0.9103
No log	2.7071	268	0.9060	0.6281	0.9060	0.9518
No log	2.7273	270	0.8536	0.6537	0.8536	0.9239
No log	2.7475	272	0.8047	0.6370	0.8047	0.8971
No log	2.7677	274	0.7909	0.6348	0.7909	0.8893
No log	2.7879	276	0.7974	0.6139	0.7974	0.8930
No log	2.8081	278	0.7521	0.6261	0.7521	0.8673
No log	2.8283	280	0.7648	0.6539	0.7648	0.8745
No log	2.8485	282	0.8608	0.6563	0.8608	0.9278
No log	2.8687	284	0.8290	0.6594	0.8290	0.9105
No log	2.8889	286	0.7566	0.6580	0.7566	0.8698
No log	2.9091	288	0.6950	0.6859	0.6950	0.8337
No log	2.9293	290	0.7178	0.6569	0.7178	0.8472
No log	2.9495	292	0.7829	0.6513	0.7829	0.8848
No log	2.9697	294	0.8657	0.6499	0.8657	0.9304
No log	2.9899	296	0.7394	0.6383	0.7394	0.8599
No log	3.0101	298	0.6713	0.6791	0.6713	0.8193
No log	3.0303	300	0.6956	0.6438	0.6956	0.8340
No log	3.0505	302	0.7655	0.6360	0.7655	0.8749
No log	3.0707	304	0.9612	0.6328	0.9612	0.9804
No log	3.0909	306	0.9868	0.6240	0.9868	0.9934
No log	3.1111	308	0.8719	0.6496	0.8719	0.9338
No log	3.1313	310	0.6952	0.6999	0.6952	0.8338
No log	3.1515	312	0.6899	0.6553	0.6899	0.8306
No log	3.1717	314	0.6949	0.6464	0.6949	0.8336
No log	3.1919	316	0.6601	0.6931	0.6601	0.8125
No log	3.2121	318	0.7269	0.6831	0.7269	0.8526
No log	3.2323	320	0.8087	0.6382	0.8087	0.8993
No log	3.2525	322	0.7222	0.6459	0.7222	0.8498
No log	3.2727	324	0.6167	0.7410	0.6167	0.7853
No log	3.2929	326	0.6046	0.6718	0.6046	0.7776
No log	3.3131	328	0.6090	0.6680	0.6090	0.7804
No log	3.3333	330	0.6641	0.6964	0.6641	0.8149
No log	3.3535	332	0.7560	0.6705	0.7560	0.8695
No log	3.3737	334	0.7782	0.6662	0.7782	0.8822
No log	3.3939	336	0.7079	0.6791	0.7079	0.8414
No log	3.4141	338	0.6511	0.6780	0.6511	0.8069
No log	3.4343	340	0.6587	0.6686	0.6587	0.8116
No log	3.4545	342	0.7083	0.6982	0.7083	0.8416
No log	3.4747	344	0.7194	0.6944	0.7194	0.8482
No log	3.4949	346	0.7491	0.6446	0.7491	0.8655
No log	3.5152	348	0.7812	0.6438	0.7812	0.8839
No log	3.5354	350	0.7565	0.6443	0.7565	0.8698
No log	3.5556	352	0.7139	0.6716	0.7139	0.8449
No log	3.5758	354	0.7004	0.6351	0.7004	0.8369
No log	3.5960	356	0.7007	0.6640	0.7007	0.8371
No log	3.6162	358	0.7019	0.6709	0.7019	0.8378
No log	3.6364	360	0.7289	0.6377	0.7289	0.8538
No log	3.6566	362	0.7915	0.6355	0.7915	0.8897
No log	3.6768	364	0.7643	0.6423	0.7643	0.8743
No log	3.6970	366	0.7165	0.6655	0.7165	0.8464
No log	3.7172	368	0.7692	0.6484	0.7692	0.8770
No log	3.7374	370	0.8482	0.6367	0.8482	0.9210
No log	3.7576	372	0.8060	0.6590	0.8060	0.8978
No log	3.7778	374	0.7233	0.6829	0.7233	0.8505
No log	3.7980	376	0.7360	0.6606	0.7360	0.8579
No log	3.8182	378	0.7868	0.6360	0.7868	0.8870
No log	3.8384	380	0.7911	0.6194	0.7911	0.8894
No log	3.8586	382	0.7831	0.6436	0.7831	0.8849
No log	3.8788	384	0.7533	0.6517	0.7533	0.8679
No log	3.8990	386	0.7217	0.6882	0.7217	0.8495
No log	3.9192	388	0.6993	0.6763	0.6993	0.8362
No log	3.9394	390	0.6573	0.7051	0.6573	0.8108
No log	3.9596	392	0.6380	0.6752	0.6380	0.7988
No log	3.9798	394	0.6241	0.6969	0.6241	0.7900
No log	4.0	396	0.6449	0.6902	0.6449	0.8030
No log	4.0202	398	0.7365	0.6618	0.7365	0.8582
No log	4.0404	400	0.7793	0.6296	0.7793	0.8828
No log	4.0606	402	0.7710	0.6442	0.7710	0.8781
No log	4.0808	404	0.6949	0.6666	0.6949	0.8336
No log	4.1010	406	0.6598	0.6857	0.6598	0.8123
No log	4.1212	408	0.6900	0.6722	0.6900	0.8307
No log	4.1414	410	0.7622	0.6484	0.7622	0.8731
No log	4.1616	412	0.8498	0.6386	0.8498	0.9218
No log	4.1818	414	0.9196	0.6344	0.9196	0.9589
No log	4.2020	416	0.9042	0.6371	0.9042	0.9509
No log	4.2222	418	0.8123	0.6400	0.8123	0.9013
No log	4.2424	420	0.7188	0.6681	0.7188	0.8478
No log	4.2626	422	0.6624	0.6875	0.6624	0.8139
No log	4.2828	424	0.6669	0.6915	0.6669	0.8166
No log	4.3030	426	0.7051	0.6966	0.7051	0.8397
No log	4.3232	428	0.7744	0.6797	0.7744	0.8800
No log	4.3434	430	0.7937	0.6642	0.7937	0.8909
No log	4.3636	432	0.7461	0.7029	0.7461	0.8638
No log	4.3838	434	0.7246	0.6890	0.7246	0.8513
No log	4.4040	436	0.6990	0.6768	0.6990	0.8361
No log	4.4242	438	0.6907	0.6820	0.6907	0.8311
No log	4.4444	440	0.7009	0.6811	0.7009	0.8372
No log	4.4646	442	0.7685	0.6585	0.7685	0.8766
No log	4.4848	444	0.8879	0.6249	0.8879	0.9423
No log	4.5051	446	0.9842	0.6310	0.9842	0.9921
No log	4.5253	448	0.9109	0.6478	0.9109	0.9544
No log	4.5455	450	0.7378	0.6674	0.7378	0.8589
No log	4.5657	452	0.6200	0.7106	0.6200	0.7874
No log	4.5859	454	0.6025	0.7107	0.6025	0.7762
No log	4.6061	456	0.6165	0.6814	0.6165	0.7852
No log	4.6263	458	0.6227	0.6871	0.6227	0.7891
No log	4.6465	460	0.6386	0.7121	0.6386	0.7991
No log	4.6667	462	0.7126	0.6888	0.7126	0.8442
No log	4.6869	464	0.7352	0.6899	0.7352	0.8574
No log	4.7071	466	0.6949	0.6787	0.6949	0.8336
No log	4.7273	468	0.6840	0.6743	0.6840	0.8271
No log	4.7475	470	0.6484	0.6887	0.6484	0.8052
No log	4.7677	472	0.6189	0.6849	0.6189	0.7867
No log	4.7879	474	0.6329	0.6786	0.6329	0.7955
No log	4.8081	476	0.6558	0.6871	0.6558	0.8098
No log	4.8283	478	0.6860	0.6819	0.6860	0.8283
No log	4.8485	480	0.7267	0.7037	0.7267	0.8525
No log	4.8687	482	0.7439	0.7024	0.7439	0.8625
No log	4.8889	484	0.7327	0.6591	0.7327	0.8560
No log	4.9091	486	0.7008	0.6890	0.7008	0.8371
No log	4.9293	488	0.6673	0.7053	0.6673	0.8169
No log	4.9495	490	0.6547	0.6996	0.6547	0.8092
No log	4.9697	492	0.6630	0.6908	0.6630	0.8142
No log	4.9899	494	0.7142	0.6517	0.7142	0.8451
No log	5.0101	496	0.7484	0.6548	0.7484	0.8651
No log	5.0303	498	0.7317	0.6540	0.7317	0.8554
0.509	5.0505	500	0.7254	0.6589	0.7254	0.8517
0.509	5.0707	502	0.7142	0.6606	0.7142	0.8451
0.509	5.0909	504	0.6913	0.6451	0.6913	0.8315
0.509	5.1111	506	0.6921	0.6382	0.6921	0.8319
0.509	5.1313	508	0.7177	0.6451	0.7177	0.8471
0.509	5.1515	510	0.7723	0.6422	0.7723	0.8788
0.509	5.1717	512	0.7890	0.6422	0.7890	0.8883
0.509	5.1919	514	0.7577	0.6410	0.7577	0.8705
0.509	5.2121	516	0.7088	0.6661	0.7088	0.8419
0.509	5.2323	518	0.6902	0.6735	0.6902	0.8308
0.509	5.2525	520	0.6927	0.6724	0.6927	0.8323
0.509	5.2727	522	0.6934	0.6924	0.6934	0.8327
0.509	5.2929	524	0.7168	0.6443	0.7168	0.8466
0.509	5.3131	526	0.7814	0.6718	0.7814	0.8840
0.509	5.3333	528	0.8316	0.6723	0.8316	0.9119
0.509	5.3535	530	0.8482	0.6544	0.8482	0.9210
0.509	5.3737	532	0.8292	0.6578	0.8292	0.9106
0.509	5.3939	534	0.7775	0.6659	0.7775	0.8818
0.509	5.4141	536	0.7151	0.6632	0.7151	0.8456
0.509	5.4343	538	0.6826	0.6524	0.6826	0.8262
0.509	5.4545	540	0.6749	0.6630	0.6749	0.8215
0.509	5.4747	542	0.6765	0.6596	0.6765	0.8225
0.509	5.4949	544	0.7016	0.6440	0.7016	0.8376
0.509	5.5152	546	0.7568	0.6545	0.7568	0.8700
0.509	5.5354	548	0.8263	0.6324	0.8263	0.9090
0.509	5.5556	550	0.8772	0.6373	0.8772	0.9366
0.509	5.5758	552	0.8678	0.6415	0.8678	0.9315
0.509	5.5960	554	0.8502	0.6415	0.8502	0.9220
0.509	5.6162	556	0.8056	0.6532	0.8056	0.8976
0.509	5.6364	558	0.7437	0.6441	0.7437	0.8624
0.509	5.6566	560	0.7075	0.6589	0.7075	0.8412
0.509	5.6768	562	0.6913	0.6927	0.6913	0.8314
0.509	5.6970	564	0.6992	0.6534	0.6992	0.8362
0.509	5.7172	566	0.7381	0.6662	0.7381	0.8591
0.509	5.7374	568	0.8089	0.6502	0.8089	0.8994
0.509	5.7576	570	0.8262	0.6502	0.8262	0.9090
0.509	5.7778	572	0.8001	0.6459	0.8001	0.8945
0.509	5.7980	574	0.7473	0.6688	0.7473	0.8645
0.509	5.8182	576	0.7259	0.6725	0.7259	0.8520
0.509	5.8384	578	0.7078	0.6802	0.7078	0.8413
0.509	5.8586	580	0.7144	0.6772	0.7144	0.8452
0.509	5.8788	582	0.7333	0.6635	0.7333	0.8563
0.509	5.8990	584	0.7775	0.6512	0.7775	0.8818
0.509	5.9192	586	0.7874	0.6623	0.7874	0.8873
0.509	5.9394	588	0.7837	0.6556	0.7837	0.8852
0.509	5.9596	590	0.7579	0.6523	0.7579	0.8706
0.509	5.9798	592	0.7315	0.6485	0.7315	0.8553
0.509	6.0	594	0.7049	0.6600	0.7049	0.8396
0.509	6.0202	596	0.6993	0.6976	0.6993	0.8363
0.509	6.0404	598	0.7002	0.6631	0.7002	0.8368
0.509	6.0606	600	0.7129	0.6485	0.7129	0.8443
0.509	6.0808	602	0.7417	0.6734	0.7417	0.8612
0.509	6.1010	604	0.7997	0.6709	0.7997	0.8943
0.509	6.1212	606	0.8108	0.6640	0.8108	0.9004
0.509	6.1414	608	0.8188	0.6545	0.8188	0.9048
0.509	6.1616	610	0.7985	0.6657	0.7985	0.8936
0.509	6.1818	612	0.7579	0.6707	0.7579	0.8706
0.509	6.2020	614	0.7530	0.6707	0.7530	0.8677
0.509	6.2222	616	0.7855	0.6612	0.7855	0.8863
0.509	6.2424	618	0.8061	0.6553	0.8061	0.8978
0.509	6.2626	620	0.7776	0.6647	0.7776	0.8818
0.509	6.2828	622	0.7743	0.6647	0.7743	0.8799
0.509	6.3030	624	0.7607	0.6664	0.7607	0.8722
0.509	6.3232	626	0.7279	0.6583	0.7279	0.8531
0.509	6.3434	628	0.7170	0.6562	0.7170	0.8468
0.509	6.3636	630	0.6965	0.6473	0.6965	0.8346
0.509	6.3838	632	0.6783	0.6509	0.6783	0.8236
0.509	6.4040	634	0.6853	0.6509	0.6853	0.8278
0.509	6.4242	636	0.7070	0.6706	0.7070	0.8408
0.509	6.4444	638	0.7201	0.6683	0.7201	0.8486
0.509	6.4646	640	0.7512	0.6773	0.7512	0.8667
0.509	6.4848	642	0.7701	0.6739	0.7701	0.8776
0.509	6.5051	644	0.7680	0.6739	0.7680	0.8763
0.509	6.5253	646	0.7893	0.6722	0.7893	0.8884
0.509	6.5455	648	0.8025	0.6621	0.8025	0.8958
0.509	6.5657	650	0.7923	0.6587	0.7923	0.8901
0.509	6.5859	652	0.7935	0.6630	0.7935	0.8908
0.509	6.6061	654	0.7963	0.6588	0.7963	0.8923
0.509	6.6263	656	0.7777	0.6544	0.7777	0.8819
0.509	6.6465	658	0.7436	0.6783	0.7436	0.8623
0.509	6.6667	660	0.6987	0.6799	0.6987	0.8359
0.509	6.6869	662	0.6626	0.7029	0.6626	0.8140
0.509	6.7071	664	0.6584	0.7022	0.6584	0.8114
0.509	6.7273	666	0.6739	0.6902	0.6739	0.8209
0.509	6.7475	668	0.7074	0.6823	0.7074	0.8410
0.509	6.7677	670	0.7604	0.6824	0.7604	0.8720
0.509	6.7879	672	0.8068	0.6782	0.8068	0.8982
0.509	6.8081	674	0.8077	0.6815	0.8077	0.8987
0.509	6.8283	676	0.7713	0.6763	0.7713	0.8783
0.509	6.8485	678	0.7353	0.6850	0.7353	0.8575
0.509	6.8687	680	0.7255	0.6751	0.7255	0.8518
0.509	6.8889	682	0.7265	0.6671	0.7265	0.8524
0.509	6.9091	684	0.7208	0.6628	0.7208	0.8490
0.509	6.9293	686	0.7104	0.6628	0.7104	0.8428
0.509	6.9495	688	0.7122	0.6664	0.7122	0.8439
0.509	6.9697	690	0.7195	0.6674	0.7195	0.8483
0.509	6.9899	692	0.7413	0.6686	0.7413	0.8610
0.509	7.0101	694	0.7690	0.6714	0.7690	0.8769
0.509	7.0303	696	0.7641	0.6714	0.7641	0.8741
0.509	7.0505	698	0.7378	0.6735	0.7378	0.8590
0.509	7.0707	700	0.7289	0.6703	0.7289	0.8538
0.509	7.0909	702	0.7325	0.6703	0.7325	0.8559
0.509	7.1111	704	0.7498	0.6686	0.7498	0.8659
0.509	7.1313	706	0.7610	0.6607	0.7610	0.8723
0.509	7.1515	708	0.7691	0.6512	0.7691	0.8770
0.509	7.1717	710	0.7614	0.6512	0.7614	0.8726
0.509	7.1919	712	0.7425	0.6640	0.7425	0.8617
0.509	7.2121	714	0.7145	0.6767	0.7145	0.8453
0.509	7.2323	716	0.7019	0.6731	0.7019	0.8378
0.509	7.2525	718	0.7006	0.6688	0.7006	0.8370
0.509	7.2727	720	0.7134	0.6666	0.7134	0.8446
0.509	7.2929	722	0.7449	0.6521	0.7449	0.8631
0.509	7.3131	724	0.7986	0.6498	0.7986	0.8936
0.509	7.3333	726	0.8536	0.6366	0.8536	0.9239
0.509	7.3535	728	0.8637	0.6409	0.8637	0.9294
0.509	7.3737	730	0.8685	0.6409	0.8685	0.9319
0.509	7.3939	732	0.8501	0.6537	0.8501	0.9220
0.509	7.4141	734	0.8191	0.6544	0.8191	0.9050
0.509	7.4343	736	0.7817	0.6587	0.7817	0.8841
0.509	7.4545	738	0.7262	0.6603	0.7262	0.8522
0.509	7.4747	740	0.6827	0.6601	0.6827	0.8262
0.509	7.4949	742	0.6662	0.6713	0.6662	0.8162
0.509	7.5152	744	0.6643	0.6668	0.6643	0.8150
0.509	7.5354	746	0.6753	0.6617	0.6753	0.8217
0.509	7.5556	748	0.6943	0.6635	0.6943	0.8332
0.509	7.5758	750	0.6990	0.6602	0.6990	0.8360
0.509	7.5960	752	0.7053	0.6558	0.7053	0.8398
0.509	7.6162	754	0.7179	0.6703	0.7179	0.8473
0.509	7.6364	756	0.7297	0.6713	0.7297	0.8542
0.509	7.6566	758	0.7491	0.6662	0.7491	0.8655
0.509	7.6768	760	0.7625	0.6553	0.7625	0.8732
0.509	7.6970	762	0.7551	0.6505	0.7551	0.8690
0.509	7.7172	764	0.7332	0.6679	0.7332	0.8563
0.509	7.7374	766	0.7151	0.6703	0.7151	0.8456
0.509	7.7576	768	0.7214	0.6703	0.7214	0.8494
0.509	7.7778	770	0.7538	0.6610	0.7538	0.8682
0.509	7.7980	772	0.7820	0.6562	0.7820	0.8843
0.509	7.8182	774	0.7869	0.6562	0.7869	0.8871
0.509	7.8384	776	0.7615	0.6671	0.7615	0.8726
0.509	7.8586	778	0.7242	0.6771	0.7242	0.8510
0.509	7.8788	780	0.6887	0.6695	0.6887	0.8299
0.509	7.8990	782	0.6712	0.6695	0.6712	0.8193
0.509	7.9192	784	0.6636	0.6712	0.6636	0.8146
0.509	7.9394	786	0.6709	0.6712	0.6709	0.8191
0.509	7.9596	788	0.6879	0.6567	0.6879	0.8294
0.509	7.9798	790	0.7090	0.6659	0.7090	0.8420
0.509	8.0	792	0.7256	0.6659	0.7256	0.8518
0.509	8.0202	794	0.7278	0.6598	0.7278	0.8531
0.509	8.0404	796	0.7082	0.6467	0.7082	0.8415
0.509	8.0606	798	0.6878	0.6593	0.6878	0.8294
0.509	8.0808	800	0.6637	0.6836	0.6637	0.8147
0.509	8.1010	802	0.6615	0.6761	0.6615	0.8133
0.509	8.1212	804	0.6590	0.6761	0.6590	0.8118
0.509	8.1414	806	0.6604	0.6761	0.6604	0.8126
0.509	8.1616	808	0.6650	0.6761	0.6650	0.8155
0.509	8.1818	810	0.6669	0.6894	0.6669	0.8166
0.509	8.2020	812	0.6712	0.6758	0.6712	0.8193
0.509	8.2222	814	0.6889	0.6698	0.6889	0.8300
0.509	8.2424	816	0.7169	0.6761	0.7169	0.8467
0.509	8.2626	818	0.7418	0.6702	0.7418	0.8613
0.509	8.2828	820	0.7610	0.6688	0.7610	0.8724
0.509	8.3030	822	0.7783	0.6560	0.7783	0.8822
0.509	8.3232	824	0.7841	0.6613	0.7841	0.8855
0.509	8.3434	826	0.7809	0.6613	0.7809	0.8837
0.509	8.3636	828	0.7700	0.6671	0.7700	0.8775
0.509	8.3838	830	0.7522	0.6671	0.7522	0.8673
0.509	8.4040	832	0.7327	0.6626	0.7327	0.8560
0.509	8.4242	834	0.7174	0.6756	0.7174	0.8470
0.509	8.4444	836	0.7069	0.6756	0.7069	0.8407
0.509	8.4646	838	0.7038	0.6800	0.7038	0.8389
0.509	8.4848	840	0.7079	0.6756	0.7079	0.8414
0.509	8.5051	842	0.7117	0.6756	0.7117	0.8436
0.509	8.5253	844	0.7069	0.6756	0.7069	0.8408
0.509	8.5455	846	0.7028	0.6693	0.7028	0.8383
0.509	8.5657	848	0.7111	0.6659	0.7111	0.8433
0.509	8.5859	850	0.7175	0.6659	0.7175	0.8471
0.509	8.6061	852	0.7291	0.6706	0.7291	0.8539
0.509	8.6263	854	0.7310	0.6706	0.7310	0.8550
0.509	8.6465	856	0.7209	0.6626	0.7209	0.8491
0.509	8.6667	858	0.7036	0.6800	0.7036	0.8388
0.509	8.6869	860	0.6984	0.6800	0.6984	0.8357
0.509	8.7071	862	0.6958	0.6800	0.6958	0.8341
0.509	8.7273	864	0.6856	0.6737	0.6856	0.8280
0.509	8.7475	866	0.6789	0.6807	0.6789	0.8239
0.509	8.7677	868	0.6700	0.6681	0.6700	0.8185
0.509	8.7879	870	0.6668	0.6681	0.6668	0.8166
0.509	8.8081	872	0.6647	0.6698	0.6647	0.8153
0.509	8.8283	874	0.6665	0.6681	0.6665	0.8164
0.509	8.8485	876	0.6728	0.6674	0.6728	0.8203
0.509	8.8687	878	0.6845	0.6674	0.6845	0.8274
0.509	8.8889	880	0.7022	0.6756	0.7022	0.8380
0.509	8.9091	882	0.7209	0.6645	0.7209	0.8491
0.509	8.9293	884	0.7377	0.6700	0.7377	0.8589
0.509	8.9495	886	0.7438	0.6716	0.7438	0.8625
0.509	8.9697	888	0.7393	0.6723	0.7393	0.8598
0.509	8.9899	890	0.7265	0.6739	0.7265	0.8523
0.509	9.0101	892	0.7073	0.6676	0.7073	0.8410
0.509	9.0303	894	0.6846	0.6654	0.6846	0.8274
0.509	9.0505	896	0.6669	0.6900	0.6669	0.8166
0.509	9.0707	898	0.6534	0.6845	0.6534	0.8083
0.509	9.0909	900	0.6469	0.6782	0.6469	0.8043
0.509	9.1111	902	0.6469	0.6782	0.6469	0.8043
0.509	9.1313	904	0.6489	0.6782	0.6489	0.8055
0.509	9.1515	906	0.6543	0.6782	0.6543	0.8089
0.509	9.1717	908	0.6567	0.6845	0.6567	0.8104
0.509	9.1919	910	0.6599	0.6845	0.6599	0.8124
0.509	9.2121	912	0.6603	0.6845	0.6603	0.8126
0.509	9.2323	914	0.6606	0.6838	0.6606	0.8128
0.509	9.2525	916	0.6605	0.6838	0.6605	0.8127
0.509	9.2727	918	0.6620	0.6706	0.6620	0.8136
0.509	9.2929	920	0.6671	0.6627	0.6671	0.8168
0.509	9.3131	922	0.6757	0.6674	0.6757	0.8220
0.509	9.3333	924	0.6842	0.6737	0.6842	0.8272
0.509	9.3535	926	0.6862	0.6737	0.6862	0.8284
0.509	9.3737	928	0.6901	0.6693	0.6901	0.8307
0.509	9.3939	930	0.6894	0.6693	0.6894	0.8303
0.509	9.4141	932	0.6872	0.6674	0.6872	0.8290
0.509	9.4343	934	0.6834	0.6674	0.6834	0.8267
0.509	9.4545	936	0.6852	0.6674	0.6852	0.8278
0.509	9.4747	938	0.6898	0.6693	0.6898	0.8305
0.509	9.4949	940	0.6896	0.6693	0.6896	0.8304
0.509	9.5152	942	0.6909	0.6693	0.6909	0.8312
0.509	9.5354	944	0.6931	0.6693	0.6931	0.8325
0.509	9.5556	946	0.6956	0.6703	0.6956	0.8340
0.509	9.5758	948	0.7002	0.6703	0.7002	0.8368
0.509	9.5960	950	0.7040	0.6723	0.7040	0.8391
0.509	9.6162	952	0.7055	0.6723	0.7055	0.8399
0.509	9.6364	954	0.7042	0.6723	0.7042	0.8392
0.509	9.6566	956	0.7029	0.6723	0.7029	0.8384
0.509	9.6768	958	0.7004	0.6741	0.7004	0.8369
0.509	9.6970	960	0.6976	0.6703	0.6976	0.8352
0.509	9.7172	962	0.6942	0.6693	0.6942	0.8332
0.509	9.7374	964	0.6925	0.6629	0.6925	0.8322
0.509	9.7576	966	0.6899	0.6629	0.6899	0.8306
0.509	9.7778	968	0.6886	0.6629	0.6886	0.8298
0.509	9.7980	970	0.6892	0.6629	0.6892	0.8302
0.509	9.8182	972	0.6913	0.6629	0.6913	0.8314
0.509	9.8384	974	0.6933	0.6693	0.6933	0.8326
0.509	9.8586	976	0.6940	0.6693	0.6940	0.8330
0.509	9.8788	978	0.6937	0.6693	0.6937	0.8329
0.509	9.8990	980	0.6932	0.6693	0.6932	0.8326
0.509	9.9192	982	0.6924	0.6693	0.6924	0.8321
0.509	9.9394	984	0.6918	0.6693	0.6918	0.8318
0.509	9.9596	986	0.6914	0.6693	0.6914	0.8315
0.509	9.9798	988	0.6912	0.6693	0.6912	0.8314
0.509	10.0	990	0.6910	0.6693	0.6910	0.8313

Framework versions

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