README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: Arabic_FineTuningAraBERT_AugV0_k15_task1_organization_fold1
    results: []

Arabic_FineTuningAraBERT_AugV0_k15_task1_organization_fold1

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: 0.5173
• Qwk: 0.6375
• Mse: 0.5173
• Rmse: 0.7192

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	0.0235	2	3.8327	-0.0298	3.8327	1.9577
No log	0.0471	4	1.9877	-0.0561	1.9877	1.4099
No log	0.0706	6	1.3575	-0.1313	1.3575	1.1651
No log	0.0941	8	1.1702	-0.2250	1.1702	1.0818
No log	0.1176	10	1.2391	0.2929	1.2391	1.1131
No log	0.1412	12	1.1499	0.2888	1.1499	1.0723
No log	0.1647	14	1.1286	0.2045	1.1286	1.0624
No log	0.1882	16	1.0347	0.1091	1.0347	1.0172
No log	0.2118	18	1.0596	-0.1146	1.0596	1.0293
No log	0.2353	20	1.1121	-0.0120	1.1121	1.0546
No log	0.2588	22	1.1683	-0.0581	1.1683	1.0809
No log	0.2824	24	1.1502	-0.0581	1.1502	1.0725
No log	0.3059	26	1.0800	-0.0120	1.0800	1.0392
No log	0.3294	28	1.0485	0.0982	1.0485	1.0240
No log	0.3529	30	1.1082	0.1091	1.1082	1.0527
No log	0.3765	32	1.2321	0.0808	1.2321	1.1100
No log	0.4	34	1.2427	0.0455	1.2427	1.1148
No log	0.4235	36	1.0608	0.2045	1.0608	1.0299
No log	0.4471	38	0.9425	0.0	0.9425	0.9708
No log	0.4706	40	0.8167	0.2410	0.8167	0.9037
No log	0.4941	42	0.7664	0.2699	0.7664	0.8755
No log	0.5176	44	0.7457	0.2125	0.7457	0.8636
No log	0.5412	46	0.7444	0.0637	0.7444	0.8628
No log	0.5647	48	0.7406	0.2699	0.7406	0.8606
No log	0.5882	50	0.7821	0.0637	0.7821	0.8844
No log	0.6118	52	0.8101	0.0833	0.8101	0.9000
No log	0.6353	54	0.8174	0.0833	0.8174	0.9041
No log	0.6588	56	0.7611	0.0637	0.7611	0.8724
No log	0.6824	58	0.7091	0.3253	0.7091	0.8421
No log	0.7059	60	0.7106	0.4	0.7106	0.8429
No log	0.7294	62	0.7436	0.3708	0.7436	0.8623
No log	0.7529	64	0.7083	0.4	0.7083	0.8416
No log	0.7765	66	0.7460	0.3200	0.7460	0.8637
No log	0.8	68	0.7649	0.3563	0.7649	0.8746
No log	0.8235	70	0.7655	0.2486	0.7655	0.8749
No log	0.8471	72	0.7829	0.2222	0.7829	0.8848
No log	0.8706	74	0.8155	0.4862	0.8155	0.9030
No log	0.8941	76	0.7827	0.4862	0.7827	0.8847
No log	0.9176	78	0.7713	0.4862	0.7713	0.8782
No log	0.9412	80	0.7838	0.3317	0.7838	0.8853
No log	0.9647	82	0.7944	0.2486	0.7944	0.8913
No log	0.9882	84	0.9739	0.1546	0.9739	0.9869
No log	1.0118	86	1.1172	0.1600	1.1172	1.0570
No log	1.0353	88	0.8747	0.2921	0.8747	0.9352
No log	1.0588	90	0.6853	0.2553	0.6853	0.8278
No log	1.0824	92	0.6883	0.4724	0.6883	0.8296
No log	1.1059	94	0.7659	0.4251	0.7659	0.8751
No log	1.1294	96	0.7723	0.4862	0.7723	0.8788
No log	1.1529	98	0.8237	0.5570	0.8237	0.9076
No log	1.1765	100	0.7788	0.4057	0.7788	0.8825
No log	1.2	102	0.7755	0.4664	0.7755	0.8806
No log	1.2235	104	0.8253	0.5214	0.8253	0.9084
No log	1.2471	106	0.6957	0.4465	0.6957	0.8341
No log	1.2706	108	0.6157	0.3834	0.6157	0.7847
No log	1.2941	110	0.5865	0.2811	0.5865	0.7658
No log	1.3176	112	0.5305	0.5792	0.5305	0.7284
No log	1.3412	114	0.5359	0.4556	0.5359	0.7321
No log	1.3647	116	0.6207	0.4465	0.6207	0.7878
No log	1.3882	118	0.7741	0.4979	0.7741	0.8798
No log	1.4118	120	0.8469	0.5405	0.8469	0.9203
No log	1.4353	122	0.7155	0.5484	0.7155	0.8459
No log	1.4588	124	0.6425	0.4979	0.6425	0.8016
No log	1.4824	126	0.5796	0.4750	0.5796	0.7613
No log	1.5059	128	0.4709	0.6244	0.4709	0.6862
No log	1.5294	130	0.4771	0.5728	0.4771	0.6907
No log	1.5529	132	0.5609	0.4750	0.5609	0.7489
No log	1.5765	134	0.6105	0.4750	0.6105	0.7813
No log	1.6	136	0.5906	0.4803	0.5906	0.7685
No log	1.6235	138	0.6147	0.4465	0.6147	0.7840
No log	1.6471	140	0.5634	0.4251	0.5634	0.7506
No log	1.6706	142	0.5853	0.4220	0.5853	0.7651
No log	1.6941	144	0.7071	0.4979	0.7071	0.8409
No log	1.7176	146	0.7218	0.4388	0.7218	0.8496
No log	1.7412	148	0.6576	0.3805	0.6576	0.8109
No log	1.7647	150	0.5873	0.4455	0.5873	0.7663
No log	1.7882	152	0.5758	0.4503	0.5758	0.7588
No log	1.8118	154	0.6218	0.4020	0.6218	0.7885
No log	1.8353	156	0.6146	0.4020	0.6146	0.7840
No log	1.8588	158	0.6371	0.4286	0.6371	0.7982
No log	1.8824	160	0.6215	0.4286	0.6215	0.7884
No log	1.9059	162	0.5249	0.4948	0.5249	0.7245
No log	1.9294	164	0.4809	0.6578	0.4809	0.6935
No log	1.9529	166	0.5045	0.5288	0.5045	0.7103
No log	1.9765	168	0.5964	0.4465	0.5964	0.7722
No log	2.0	170	0.7860	0.5405	0.7860	0.8866
No log	2.0235	172	0.9266	0.4460	0.9266	0.9626
No log	2.0471	174	0.8824	0.5143	0.8824	0.9394
No log	2.0706	176	0.7635	0.3077	0.7635	0.8738
No log	2.0941	178	0.7088	0.51	0.7088	0.8419
No log	2.1176	180	0.6880	0.51	0.6880	0.8294
No log	2.1412	182	0.6500	0.4043	0.6500	0.8062
No log	2.1647	184	0.6539	0.4979	0.6539	0.8087
No log	2.1882	186	0.5738	0.5917	0.5738	0.7575
No log	2.2118	188	0.4955	0.5561	0.4955	0.7039
No log	2.2353	190	0.5005	0.5926	0.5005	0.7075
No log	2.2588	192	0.4815	0.5561	0.4815	0.6939
No log	2.2824	194	0.5773	0.5914	0.5773	0.7598
No log	2.3059	196	0.6788	0.6341	0.6788	0.8239
No log	2.3294	198	0.6069	0.5509	0.6069	0.7790
No log	2.3529	200	0.4880	0.5643	0.4880	0.6986
No log	2.3765	202	0.4914	0.5739	0.4914	0.7010
No log	2.4	204	0.5446	0.6345	0.5446	0.7380
No log	2.4235	206	0.5492	0.6016	0.5492	0.7411
No log	2.4471	208	0.5315	0.5679	0.5315	0.7290
No log	2.4706	210	0.4843	0.5776	0.4843	0.6959
No log	2.4941	212	0.4552	0.5776	0.4552	0.6747
No log	2.5176	214	0.4793	0.5776	0.4793	0.6923
No log	2.5412	216	0.5256	0.6142	0.5256	0.7250
No log	2.5647	218	0.5351	0.6375	0.5351	0.7315
No log	2.5882	220	0.4864	0.5776	0.4864	0.6974
No log	2.6118	222	0.4437	0.6	0.4437	0.6661
No log	2.6353	224	0.4489	0.6	0.4489	0.6700
No log	2.6588	226	0.4967	0.5882	0.4967	0.7048
No log	2.6824	228	0.5541	0.4979	0.5541	0.7444
No log	2.7059	230	0.5447	0.4979	0.5447	0.7380
No log	2.7294	232	0.5113	0.5221	0.5113	0.7151
No log	2.7529	234	0.4807	0.6459	0.4807	0.6933
No log	2.7765	236	0.4338	0.6980	0.4338	0.6586
No log	2.8	238	0.4000	0.6980	0.4000	0.6324
No log	2.8235	240	0.3843	0.7222	0.3843	0.6199
No log	2.8471	242	0.4115	0.7308	0.4115	0.6415
No log	2.8706	244	0.4340	0.7308	0.4340	0.6588
No log	2.8941	246	0.4402	0.7308	0.4402	0.6635
No log	2.9176	248	0.4834	0.7004	0.4834	0.6953
No log	2.9412	250	0.5655	0.5484	0.5655	0.7520
No log	2.9647	252	0.5627	0.6375	0.5627	0.7501
No log	2.9882	254	0.5283	0.7004	0.5283	0.7268
No log	3.0118	256	0.5752	0.6375	0.5752	0.7584
No log	3.0353	258	0.6357	0.5405	0.6357	0.7973
No log	3.0588	260	0.5623	0.6375	0.5623	0.7498
No log	3.0824	262	0.5255	0.5917	0.5255	0.7249
No log	3.1059	264	0.4695	0.6128	0.4695	0.6852
No log	3.1294	266	0.4299	0.5381	0.4299	0.6557
No log	3.1529	268	0.4211	0.51	0.4211	0.6489
No log	3.1765	270	0.4239	0.5962	0.4239	0.6511
No log	3.2	272	0.4547	0.6016	0.4547	0.6743
No log	3.2235	274	0.4737	0.6016	0.4737	0.6882
No log	3.2471	276	0.4492	0.6908	0.4492	0.6702
No log	3.2706	278	0.4590	0.6908	0.4590	0.6775
No log	3.2941	280	0.5037	0.6016	0.5037	0.7097
No log	3.3176	282	0.5028	0.6345	0.5028	0.7091
No log	3.3412	284	0.4829	0.5410	0.4829	0.6949
No log	3.3647	286	0.4854	0.5410	0.4854	0.6967
No log	3.3882	288	0.5024	0.5882	0.5024	0.7088
No log	3.4118	290	0.5270	0.6111	0.5270	0.7259
No log	3.4353	292	0.5475	0.6345	0.5475	0.7400
No log	3.4588	294	0.5813	0.6345	0.5813	0.7624
No log	3.4824	296	0.5650	0.6016	0.5650	0.7517
No log	3.5059	298	0.4891	0.6348	0.4891	0.6993
No log	3.5294	300	0.4426	0.5687	0.4426	0.6653
No log	3.5529	302	0.4386	0.5926	0.4386	0.6623
No log	3.5765	304	0.4491	0.4878	0.4491	0.6701
No log	3.6	306	0.4909	0.4928	0.4909	0.7006
No log	3.6235	308	0.6236	0.4862	0.6236	0.7897
No log	3.6471	310	0.7244	0.4919	0.7244	0.8511
No log	3.6706	312	0.6890	0.5917	0.6890	0.8301
No log	3.6941	314	0.5787	0.5917	0.5787	0.7607
No log	3.7176	316	0.4956	0.5739	0.4956	0.7040
No log	3.7412	318	0.5026	0.5739	0.5026	0.7089
No log	3.7647	320	0.5679	0.5505	0.5679	0.7536
No log	3.7882	322	0.6637	0.5415	0.6637	0.8147
No log	3.8118	324	0.6740	0.4425	0.6740	0.8210
No log	3.8353	326	0.6230	0.5505	0.6230	0.7893
No log	3.8588	328	0.5308	0.5505	0.5308	0.7285
No log	3.8824	330	0.4786	0.5333	0.4786	0.6918
No log	3.9059	332	0.4660	0.4928	0.4660	0.6826
No log	3.9294	334	0.4878	0.5505	0.4878	0.6984
No log	3.9529	336	0.5089	0.5415	0.5089	0.7133
No log	3.9765	338	0.5306	0.5415	0.5306	0.7285
No log	4.0	340	0.5086	0.5917	0.5086	0.7132
No log	4.0235	342	0.4614	0.5882	0.4614	0.6793
No log	4.0471	344	0.4495	0.5643	0.4495	0.6704
No log	4.0706	346	0.4815	0.6345	0.4815	0.6939
No log	4.0941	348	0.4860	0.6723	0.4860	0.6972
No log	4.1176	350	0.4788	0.6723	0.4788	0.6920
No log	4.1412	352	0.4534	0.6723	0.4534	0.6734
No log	4.1647	354	0.4124	0.6441	0.4124	0.6422
No log	4.1882	356	0.4094	0.5956	0.4094	0.6398
No log	4.2118	358	0.4429	0.6557	0.4429	0.6655
No log	4.2353	360	0.5258	0.7549	0.5258	0.7251
No log	4.2588	362	0.6569	0.6260	0.6569	0.8105
No log	4.2824	364	0.6852	0.5641	0.6852	0.8278
No log	4.3059	366	0.6123	0.6375	0.6123	0.7825
No log	4.3294	368	0.5131	0.6345	0.5131	0.7163
No log	4.3529	370	0.4911	0.6345	0.4911	0.7008
No log	4.3765	372	0.4622	0.6345	0.4622	0.6798
No log	4.4	374	0.4908	0.6693	0.4908	0.7006
No log	4.4235	376	0.4893	0.7549	0.4893	0.6995
No log	4.4471	378	0.4490	0.7846	0.4490	0.6701
No log	4.4706	380	0.4420	0.7319	0.4420	0.6648
No log	4.4941	382	0.4975	0.7244	0.4975	0.7053
No log	4.5176	384	0.5390	0.6375	0.5390	0.7342
No log	4.5412	386	0.5139	0.7244	0.5139	0.7169
No log	4.5647	388	0.4757	0.7549	0.4757	0.6897
No log	4.5882	390	0.4516	0.7605	0.4516	0.6720
No log	4.6118	392	0.4532	0.6345	0.4532	0.6732
No log	4.6353	394	0.4554	0.7605	0.4554	0.6748
No log	4.6588	396	0.4641	0.7244	0.4641	0.6813
No log	4.6824	398	0.4545	0.7244	0.4545	0.6742
No log	4.7059	400	0.3976	0.6983	0.3976	0.6306
No log	4.7294	402	0.3617	0.6516	0.3617	0.6014
No log	4.7529	404	0.3530	0.6500	0.3530	0.5941
No log	4.7765	406	0.3592	0.6500	0.3592	0.5994
No log	4.8	408	0.3521	0.6392	0.3521	0.5934
No log	4.8235	410	0.3738	0.7386	0.3738	0.6114
No log	4.8471	412	0.4259	0.7605	0.4259	0.6526
No log	4.8706	414	0.4462	0.7605	0.4462	0.6680
No log	4.8941	416	0.4632	0.6769	0.4632	0.6806
No log	4.9176	418	0.4803	0.6769	0.4803	0.6930
No log	4.9412	420	0.4808	0.6540	0.4808	0.6934
No log	4.9647	422	0.5044	0.6540	0.5044	0.7102
No log	4.9882	424	0.5208	0.6769	0.5208	0.7217
No log	5.0118	426	0.5243	0.6769	0.5243	0.7241
No log	5.0353	428	0.5793	0.6693	0.5793	0.7611
No log	5.0588	430	0.6126	0.6375	0.6126	0.7827
No log	5.0824	432	0.6270	0.6375	0.6270	0.7918
No log	5.1059	434	0.5783	0.6693	0.5783	0.7604
No log	5.1294	436	0.4889	0.6540	0.4889	0.6992
No log	5.1529	438	0.4494	0.5882	0.4494	0.6704
No log	5.1765	440	0.4599	0.6540	0.4599	0.6781
No log	5.2	442	0.5421	0.6693	0.5421	0.7363
No log	5.2235	444	0.6061	0.6375	0.6061	0.7785
No log	5.2471	446	0.5762	0.6375	0.5762	0.7590
No log	5.2706	448	0.5265	0.6693	0.5265	0.7256
No log	5.2941	450	0.4893	0.6693	0.4893	0.6995
No log	5.3176	452	0.4991	0.6375	0.4991	0.7064
No log	5.3412	454	0.4929	0.6375	0.4929	0.7021
No log	5.3647	456	0.4830	0.6375	0.4830	0.6950
No log	5.3882	458	0.4746	0.6375	0.4746	0.6889
No log	5.4118	460	0.4592	0.6693	0.4592	0.6776
No log	5.4353	462	0.4558	0.6693	0.4558	0.6751
No log	5.4588	464	0.4697	0.6693	0.4697	0.6853
No log	5.4824	466	0.5348	0.6693	0.5348	0.7313
No log	5.5059	468	0.6252	0.5725	0.6252	0.7907
No log	5.5294	470	0.6154	0.5725	0.6154	0.7845
No log	5.5529	472	0.5607	0.6693	0.5607	0.7488
No log	5.5765	474	0.4902	0.7549	0.4902	0.7002
No log	5.6	476	0.4960	0.7549	0.4960	0.7043
No log	5.6235	478	0.4710	0.7549	0.4710	0.6863
No log	5.6471	480	0.4549	0.7846	0.4549	0.6745
No log	5.6706	482	0.4402	0.7470	0.4402	0.6635
No log	5.6941	484	0.4618	0.7470	0.4618	0.6796
No log	5.7176	486	0.5199	0.6375	0.5199	0.7210
No log	5.7412	488	0.6100	0.5725	0.6100	0.7810
No log	5.7647	490	0.6411	0.5725	0.6411	0.8007
No log	5.7882	492	0.6734	0.5725	0.6734	0.8206
No log	5.8118	494	0.6345	0.5725	0.6345	0.7965
No log	5.8353	496	0.5742	0.6693	0.5742	0.7578
No log	5.8588	498	0.4999	0.6693	0.4999	0.7071
0.269	5.8824	500	0.4545	0.7004	0.4545	0.6742
0.269	5.9059	502	0.4533	0.7004	0.4533	0.6733
0.269	5.9294	504	0.4504	0.7549	0.4504	0.6711
0.269	5.9529	506	0.4449	0.7244	0.4449	0.6670
0.269	5.9765	508	0.4299	0.7244	0.4299	0.6556
0.269	6.0	510	0.4803	0.7244	0.4803	0.6930
0.269	6.0235	512	0.5024	0.6375	0.5024	0.7088
0.269	6.0471	514	0.4850	0.6375	0.4850	0.6964
0.269	6.0706	516	0.4460	0.6693	0.4460	0.6678
0.269	6.0941	518	0.4393	0.6693	0.4393	0.6628
0.269	6.1176	520	0.4557	0.6693	0.4557	0.6750
0.269	6.1412	522	0.4671	0.6693	0.4671	0.6834
0.269	6.1647	524	0.4940	0.6693	0.4940	0.7028
0.269	6.1882	526	0.5185	0.6693	0.5185	0.7201
0.269	6.2118	528	0.5519	0.6375	0.5519	0.7429
0.269	6.2353	530	0.5753	0.6566	0.5753	0.7585
0.269	6.2588	532	0.5704	0.6566	0.5704	0.7552
0.269	6.2824	534	0.5899	0.6566	0.5899	0.7680
0.269	6.3059	536	0.5802	0.6566	0.5802	0.7617
0.269	6.3294	538	0.5239	0.7244	0.5239	0.7238
0.269	6.3529	540	0.4747	0.7549	0.4747	0.6890
0.269	6.3765	542	0.4568	0.7549	0.4568	0.6759
0.269	6.4	544	0.4589	0.7549	0.4589	0.6775
0.269	6.4235	546	0.4704	0.7549	0.4704	0.6859
0.269	6.4471	548	0.5004	0.7244	0.5004	0.7074
0.269	6.4706	550	0.5394	0.6375	0.5394	0.7344
0.269	6.4941	552	0.6081	0.6375	0.6081	0.7798
0.269	6.5176	554	0.6360	0.5725	0.6360	0.7975
0.269	6.5412	556	0.6068	0.6375	0.6068	0.7790
0.269	6.5647	558	0.6028	0.6693	0.6028	0.7764
0.269	6.5882	560	0.5584	0.6693	0.5584	0.7473
0.269	6.6118	562	0.4797	0.6769	0.4797	0.6926
0.269	6.6353	564	0.4479	0.6431	0.4479	0.6693
0.269	6.6588	566	0.4576	0.6667	0.4576	0.6765
0.269	6.6824	568	0.4632	0.7154	0.4632	0.6806
0.269	6.7059	570	0.4678	0.7154	0.4678	0.6840
0.269	6.7294	572	0.5132	0.6693	0.5132	0.7164
0.269	6.7529	574	0.5913	0.6375	0.5913	0.7690
0.269	6.7765	576	0.6449	0.6375	0.6449	0.8031
0.269	6.8	578	0.6277	0.6375	0.6277	0.7923
0.269	6.8235	580	0.5594	0.6375	0.5594	0.7479
0.269	6.8471	582	0.4854	0.6693	0.4854	0.6967
0.269	6.8706	584	0.4117	0.7778	0.4117	0.6416
0.269	6.8941	586	0.3793	0.7034	0.3793	0.6159
0.269	6.9176	588	0.3709	0.7510	0.3709	0.6090
0.269	6.9412	590	0.3752	0.7348	0.3752	0.6126
0.269	6.9647	592	0.4066	0.7368	0.4066	0.6376
0.269	6.9882	594	0.4802	0.7846	0.4802	0.6930
0.269	7.0118	596	0.5495	0.7244	0.5495	0.7413
0.269	7.0353	598	0.5757	0.6566	0.5757	0.7587
0.269	7.0588	600	0.5473	0.7244	0.5473	0.7398
0.269	7.0824	602	0.5110	0.7244	0.5110	0.7148
0.269	7.1059	604	0.4807	0.7244	0.4807	0.6933
0.269	7.1294	606	0.4612	0.7244	0.4612	0.6791
0.269	7.1529	608	0.4639	0.6500	0.4639	0.6811
0.269	7.1765	610	0.4580	0.6500	0.4580	0.6768
0.269	7.2	612	0.4593	0.6831	0.4593	0.6777
0.269	7.2235	614	0.4579	0.6831	0.4579	0.6767
0.269	7.2471	616	0.4696	0.6693	0.4696	0.6853
0.269	7.2706	618	0.4678	0.6693	0.4678	0.6839
0.269	7.2941	620	0.4735	0.6693	0.4735	0.6881
0.269	7.3176	622	0.4929	0.6693	0.4929	0.7020
0.269	7.3412	624	0.5086	0.7549	0.5086	0.7132
0.269	7.3647	626	0.5388	0.7244	0.5388	0.7341
0.269	7.3882	628	0.5705	0.6566	0.5705	0.7553
0.269	7.4118	630	0.5502	0.6566	0.5502	0.7417
0.269	7.4353	632	0.4963	0.7244	0.4963	0.7045
0.269	7.4588	634	0.4778	0.7244	0.4778	0.6912
0.269	7.4824	636	0.4760	0.7244	0.4760	0.6899
0.269	7.5059	638	0.4508	0.7549	0.4508	0.6714
0.269	7.5294	640	0.4365	0.7549	0.4365	0.6607
0.269	7.5529	642	0.4524	0.7549	0.4524	0.6726
0.269	7.5765	644	0.4695	0.7549	0.4695	0.6852
0.269	7.6	646	0.4833	0.7244	0.4833	0.6952
0.269	7.6235	648	0.4892	0.7549	0.4892	0.6994
0.269	7.6471	650	0.5122	0.7549	0.5122	0.7157
0.269	7.6706	652	0.5035	0.7549	0.5035	0.7096
0.269	7.6941	654	0.4939	0.7549	0.4939	0.7028
0.269	7.7176	656	0.4883	0.7549	0.4883	0.6988
0.269	7.7412	658	0.4981	0.7549	0.4981	0.7058
0.269	7.7647	660	0.4952	0.6693	0.4952	0.7037
0.269	7.7882	662	0.4839	0.7549	0.4839	0.6956
0.269	7.8118	664	0.4903	0.7549	0.4903	0.7002
0.269	7.8353	666	0.5101	0.7549	0.5101	0.7142
0.269	7.8588	668	0.5526	0.7244	0.5526	0.7434
0.269	7.8824	670	0.5766	0.6566	0.5766	0.7593
0.269	7.9059	672	0.5671	0.6566	0.5671	0.7531
0.269	7.9294	674	0.5281	0.6566	0.5281	0.7267
0.269	7.9529	676	0.4784	0.7244	0.4784	0.6917
0.269	7.9765	678	0.4330	0.7244	0.4330	0.6580
0.269	8.0	680	0.4102	0.7244	0.4102	0.6404
0.269	8.0235	682	0.4174	0.7244	0.4174	0.6461
0.269	8.0471	684	0.4443	0.7244	0.4443	0.6665
0.269	8.0706	686	0.4748	0.7244	0.4748	0.6890
0.269	8.0941	688	0.4946	0.7244	0.4946	0.7033
0.269	8.1176	690	0.5082	0.7244	0.5082	0.7129
0.269	8.1412	692	0.5299	0.6375	0.5299	0.7280
0.269	8.1647	694	0.5241	0.6375	0.5241	0.7240
0.269	8.1882	696	0.5070	0.6375	0.5070	0.7121
0.269	8.2118	698	0.4805	0.6693	0.4805	0.6932
0.269	8.2353	700	0.4615	0.6693	0.4615	0.6793
0.269	8.2588	702	0.4570	0.7004	0.4570	0.6760
0.269	8.2824	704	0.4749	0.6693	0.4749	0.6892
0.269	8.3059	706	0.5131	0.6375	0.5131	0.7163
0.269	8.3294	708	0.5486	0.6375	0.5486	0.7407
0.269	8.3529	710	0.5586	0.6375	0.5586	0.7474
0.269	8.3765	712	0.5493	0.6375	0.5493	0.7411
0.269	8.4	714	0.5248	0.6375	0.5248	0.7244
0.269	8.4235	716	0.5069	0.6693	0.5069	0.7120
0.269	8.4471	718	0.4929	0.6693	0.4929	0.7020
0.269	8.4706	720	0.4922	0.6693	0.4922	0.7016
0.269	8.4941	722	0.5047	0.6375	0.5047	0.7104
0.269	8.5176	724	0.5333	0.6375	0.5333	0.7303
0.269	8.5412	726	0.5646	0.6375	0.5646	0.7514
0.269	8.5647	728	0.5817	0.6375	0.5817	0.7627
0.269	8.5882	730	0.5862	0.6375	0.5862	0.7656
0.269	8.6118	732	0.5651	0.6375	0.5651	0.7518
0.269	8.6353	734	0.5379	0.6375	0.5379	0.7334
0.269	8.6588	736	0.5181	0.7244	0.5181	0.7198
0.269	8.6824	738	0.4907	0.7244	0.4907	0.7005
0.269	8.7059	740	0.4780	0.7244	0.4780	0.6914
0.269	8.7294	742	0.4637	0.7244	0.4637	0.6809
0.269	8.7529	744	0.4585	0.7549	0.4585	0.6771
0.269	8.7765	746	0.4581	0.7549	0.4581	0.6768
0.269	8.8	748	0.4552	0.7549	0.4552	0.6747
0.269	8.8235	750	0.4547	0.7549	0.4547	0.6743
0.269	8.8471	752	0.4645	0.7549	0.4645	0.6816
0.269	8.8706	754	0.4813	0.7244	0.4813	0.6938
0.269	8.8941	756	0.5017	0.7244	0.5017	0.7083
0.269	8.9176	758	0.5129	0.7244	0.5129	0.7162
0.269	8.9412	760	0.5138	0.7244	0.5138	0.7168
0.269	8.9647	762	0.5205	0.7244	0.5205	0.7215
0.269	8.9882	764	0.5288	0.7244	0.5288	0.7272
0.269	9.0118	766	0.5421	0.7244	0.5421	0.7363
0.269	9.0353	768	0.5495	0.7244	0.5495	0.7413
0.269	9.0588	770	0.5419	0.7244	0.5419	0.7361
0.269	9.0824	772	0.5277	0.7244	0.5277	0.7264
0.269	9.1059	774	0.5156	0.7244	0.5156	0.7181
0.269	9.1294	776	0.5130	0.7244	0.5130	0.7162
0.269	9.1529	778	0.5167	0.7244	0.5167	0.7188
0.269	9.1765	780	0.5159	0.7244	0.5159	0.7182
0.269	9.2	782	0.5108	0.7244	0.5108	0.7147
0.269	9.2235	784	0.5078	0.7549	0.5078	0.7126
0.269	9.2471	786	0.5085	0.7549	0.5085	0.7131
0.269	9.2706	788	0.5105	0.7549	0.5105	0.7145
0.269	9.2941	790	0.5130	0.7549	0.5130	0.7162
0.269	9.3176	792	0.5088	0.7549	0.5088	0.7133
0.269	9.3412	794	0.5082	0.7549	0.5082	0.7129
0.269	9.3647	796	0.5115	0.7244	0.5115	0.7152
0.269	9.3882	798	0.5123	0.7244	0.5123	0.7157
0.269	9.4118	800	0.5165	0.7244	0.5165	0.7187
0.269	9.4353	802	0.5170	0.7244	0.5170	0.7190
0.269	9.4588	804	0.5179	0.7244	0.5179	0.7197
0.269	9.4824	806	0.5246	0.7244	0.5246	0.7243
0.269	9.5059	808	0.5254	0.7244	0.5254	0.7249
0.269	9.5294	810	0.5239	0.7244	0.5239	0.7238
0.269	9.5529	812	0.5249	0.7244	0.5249	0.7245
0.269	9.5765	814	0.5246	0.7244	0.5246	0.7243
0.269	9.6	816	0.5268	0.7244	0.5268	0.7258
0.269	9.6235	818	0.5311	0.6375	0.5311	0.7288
0.269	9.6471	820	0.5358	0.6375	0.5358	0.7320
0.269	9.6706	822	0.5355	0.6375	0.5355	0.7318
0.269	9.6941	824	0.5316	0.6375	0.5316	0.7291
0.269	9.7176	826	0.5290	0.6375	0.5290	0.7273
0.269	9.7412	828	0.5270	0.6375	0.5270	0.7260
0.269	9.7647	830	0.5243	0.6375	0.5243	0.7241
0.269	9.7882	832	0.5209	0.6375	0.5209	0.7217
0.269	9.8118	834	0.5183	0.6375	0.5183	0.7199
0.269	9.8353	836	0.5164	0.6375	0.5164	0.7186
0.269	9.8588	838	0.5144	0.6375	0.5144	0.7172
0.269	9.8824	840	0.5139	0.6375	0.5139	0.7169
0.269	9.9059	842	0.5145	0.6375	0.5145	0.7173
0.269	9.9294	844	0.5156	0.6375	0.5156	0.7181
0.269	9.9529	846	0.5167	0.6375	0.5167	0.7189
0.269	9.9765	848	0.5173	0.6375	0.5173	0.7192
0.269	10.0	850	0.5173	0.6375	0.5173	0.7192

Framework versions

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