ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k12_task2_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: 0.7155
• Qwk: 0.5318
• Mse: 0.7155
• Rmse: 0.8459

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	0.0263	2	3.9463	-0.0024	3.9463	1.9865
No log	0.0526	4	2.4229	0.0265	2.4229	1.5566
No log	0.0789	6	1.2623	0.0678	1.2623	1.1235
No log	0.1053	8	1.0542	0.0678	1.0542	1.0267
No log	0.1316	10	1.1553	0.0532	1.1553	1.0748
No log	0.1579	12	0.8322	0.1411	0.8322	0.9122
No log	0.1842	14	0.8287	0.1464	0.8287	0.9103
No log	0.2105	16	0.9181	0.0708	0.9181	0.9582
No log	0.2368	18	0.8593	0.0630	0.8593	0.9270
No log	0.2632	20	0.9314	0.0346	0.9314	0.9651
No log	0.2895	22	0.9066	0.1154	0.9066	0.9521
No log	0.3158	24	0.9799	0.0346	0.9799	0.9899
No log	0.3421	26	1.2587	0.0241	1.2587	1.1219
No log	0.3684	28	1.5691	0.0579	1.5691	1.2526
No log	0.3947	30	2.0518	0.0855	2.0518	1.4324
No log	0.4211	32	2.0534	0.0904	2.0534	1.4330
No log	0.4474	34	1.5621	0.0943	1.5621	1.2498
No log	0.4737	36	1.3013	0.0602	1.3013	1.1407
No log	0.5	38	1.2063	0.0545	1.2063	1.0983
No log	0.5263	40	1.0997	0.0545	1.0997	1.0486
No log	0.5526	42	1.1098	0.0545	1.1098	1.0535
No log	0.5789	44	0.9604	0.0638	0.9604	0.9800
No log	0.6053	46	0.8638	0.0946	0.8638	0.9294
No log	0.6316	48	0.8490	0.1182	0.8490	0.9214
No log	0.6579	50	0.9736	0.1196	0.9736	0.9867
No log	0.6842	52	1.0662	0.0912	1.0662	1.0326
No log	0.7105	54	1.0351	0.1039	1.0351	1.0174
No log	0.7368	56	1.0747	0.1220	1.0747	1.0367
No log	0.7632	58	1.0560	0.1438	1.0560	1.0276
No log	0.7895	60	0.8781	0.1113	0.8781	0.9371
No log	0.8158	62	0.7994	0.2388	0.7994	0.8941
No log	0.8421	64	0.8046	0.2852	0.8046	0.8970
No log	0.8684	66	0.7566	0.3452	0.7566	0.8698
No log	0.8947	68	0.7255	0.4163	0.7255	0.8518
No log	0.9211	70	0.6912	0.4213	0.6912	0.8314
No log	0.9474	72	0.7233	0.3904	0.7233	0.8505
No log	0.9737	74	0.7638	0.2986	0.7638	0.8740
No log	1.0	76	0.7834	0.2915	0.7834	0.8851
No log	1.0263	78	0.7962	0.2899	0.7962	0.8923
No log	1.0526	80	0.8504	0.3467	0.8504	0.9222
No log	1.0789	82	1.0880	0.2994	1.0880	1.0431
No log	1.1053	84	1.4083	0.2524	1.4083	1.1867
No log	1.1316	86	1.4264	0.2524	1.4264	1.1943
No log	1.1579	88	1.4256	0.2668	1.4256	1.1940
No log	1.1842	90	1.1172	0.2491	1.1172	1.0570
No log	1.2105	92	0.7934	0.4298	0.7934	0.8907
No log	1.2368	94	0.7175	0.3880	0.7175	0.8470
No log	1.2632	96	0.7286	0.3626	0.7286	0.8536
No log	1.2895	98	0.7891	0.3690	0.7891	0.8883
No log	1.3158	100	0.7982	0.3374	0.7982	0.8934
No log	1.3421	102	0.7676	0.3334	0.7676	0.8761
No log	1.3684	104	0.8020	0.4060	0.8020	0.8955
No log	1.3947	106	0.7694	0.3730	0.7694	0.8772
No log	1.4211	108	0.6836	0.3942	0.6836	0.8268
No log	1.4474	110	0.6244	0.4434	0.6244	0.7902
No log	1.4737	112	0.6160	0.4587	0.6160	0.7848
No log	1.5	114	0.6205	0.4486	0.6205	0.7877
No log	1.5263	116	0.6399	0.4193	0.6399	0.7999
No log	1.5526	118	0.6843	0.3972	0.6843	0.8272
No log	1.5789	120	0.6984	0.4091	0.6984	0.8357
No log	1.6053	122	0.6412	0.4186	0.6412	0.8007
No log	1.6316	124	0.6426	0.4307	0.6426	0.8016
No log	1.6579	126	0.6886	0.4191	0.6886	0.8298
No log	1.6842	128	0.7267	0.4266	0.7267	0.8525
No log	1.7105	130	0.7327	0.4242	0.7327	0.8560
No log	1.7368	132	0.7036	0.4547	0.7036	0.8388
No log	1.7632	134	0.7222	0.4286	0.7222	0.8498
No log	1.7895	136	0.7247	0.4394	0.7247	0.8513
No log	1.8158	138	0.7303	0.3947	0.7303	0.8546
No log	1.8421	140	0.7509	0.3505	0.7509	0.8665
No log	1.8684	142	0.7536	0.4056	0.7536	0.8681
No log	1.8947	144	0.8105	0.4180	0.8105	0.9003
No log	1.9211	146	0.9514	0.3212	0.9514	0.9754
No log	1.9474	148	0.9555	0.3200	0.9555	0.9775
No log	1.9737	150	0.8546	0.3611	0.8546	0.9244
No log	2.0	152	0.7381	0.4305	0.7381	0.8591
No log	2.0263	154	0.6678	0.3844	0.6678	0.8172
No log	2.0526	156	0.6579	0.3520	0.6579	0.8111
No log	2.0789	158	0.6776	0.4328	0.6776	0.8232
No log	2.1053	160	0.7652	0.4010	0.7652	0.8748
No log	2.1316	162	0.8254	0.3947	0.8254	0.9085
No log	2.1579	164	0.7446	0.4331	0.7446	0.8629
No log	2.1842	166	0.6635	0.4840	0.6635	0.8145
No log	2.2105	168	0.6502	0.4435	0.6502	0.8063
No log	2.2368	170	0.6484	0.4090	0.6484	0.8052
No log	2.2632	172	0.6571	0.4755	0.6571	0.8106
No log	2.2895	174	0.6827	0.4465	0.6827	0.8262
No log	2.3158	176	0.7008	0.4483	0.7008	0.8371
No log	2.3421	178	0.7033	0.4640	0.7033	0.8386
No log	2.3684	180	0.7207	0.4453	0.7207	0.8489
No log	2.3947	182	0.7139	0.4766	0.7139	0.8449
No log	2.4211	184	0.7422	0.4770	0.7422	0.8615
No log	2.4474	186	0.7458	0.4788	0.7458	0.8636
No log	2.4737	188	0.7784	0.4463	0.7784	0.8823
No log	2.5	190	0.8496	0.4332	0.8496	0.9217
No log	2.5263	192	0.7534	0.4547	0.7534	0.8680
No log	2.5526	194	0.6928	0.5114	0.6928	0.8323
No log	2.5789	196	0.7039	0.4788	0.7039	0.8390
No log	2.6053	198	0.8166	0.4301	0.8166	0.9036
No log	2.6316	200	0.8532	0.4318	0.8532	0.9237
No log	2.6579	202	0.7785	0.3962	0.7785	0.8824
No log	2.6842	204	0.6925	0.5130	0.6925	0.8321
No log	2.7105	206	0.7116	0.4945	0.7116	0.8436
No log	2.7368	208	0.7418	0.5093	0.7418	0.8613
No log	2.7632	210	0.7838	0.4890	0.7838	0.8853
No log	2.7895	212	0.7766	0.5160	0.7766	0.8812
No log	2.8158	214	0.7382	0.4758	0.7382	0.8592
No log	2.8421	216	0.7893	0.4360	0.7893	0.8884
No log	2.8684	218	0.8135	0.4412	0.8135	0.9020
No log	2.8947	220	0.7801	0.4530	0.7801	0.8832
No log	2.9211	222	0.7370	0.4867	0.7370	0.8585
No log	2.9474	224	0.7830	0.4629	0.7830	0.8849
No log	2.9737	226	0.8047	0.4266	0.8047	0.8970
No log	3.0	228	0.7564	0.5038	0.7564	0.8697
No log	3.0263	230	0.7406	0.4761	0.7406	0.8606
No log	3.0526	232	0.8057	0.4402	0.8057	0.8976
No log	3.0789	234	0.8367	0.4040	0.8367	0.9147
No log	3.1053	236	0.7892	0.4680	0.7892	0.8884
No log	3.1316	238	0.7148	0.4915	0.7148	0.8455
No log	3.1579	240	0.7225	0.4243	0.7225	0.8500
No log	3.1842	242	0.7743	0.3778	0.7743	0.8799
No log	3.2105	244	0.7387	0.4305	0.7387	0.8595
No log	3.2368	246	0.7123	0.4677	0.7123	0.8440
No log	3.2632	248	0.7255	0.4414	0.7255	0.8518
No log	3.2895	250	0.7524	0.4427	0.7524	0.8674
No log	3.3158	252	0.7659	0.4488	0.7659	0.8752
No log	3.3421	254	0.7462	0.4254	0.7462	0.8638
No log	3.3684	256	0.7293	0.4738	0.7293	0.8540
No log	3.3947	258	0.7706	0.4531	0.7706	0.8778
No log	3.4211	260	0.8738	0.4213	0.8738	0.9347
No log	3.4474	262	0.8529	0.4326	0.8529	0.9235
No log	3.4737	264	0.7645	0.4323	0.7645	0.8743
No log	3.5	266	0.7453	0.5200	0.7453	0.8633
No log	3.5263	268	0.7875	0.4656	0.7875	0.8874
No log	3.5526	270	0.7668	0.4623	0.7668	0.8757
No log	3.5789	272	0.7728	0.4716	0.7728	0.8791
No log	3.6053	274	0.7189	0.5049	0.7189	0.8479
No log	3.6316	276	0.7005	0.5129	0.7005	0.8370
No log	3.6579	278	0.7115	0.4937	0.7115	0.8435
No log	3.6842	280	0.7350	0.4824	0.7350	0.8573
No log	3.7105	282	0.7406	0.4805	0.7406	0.8606
No log	3.7368	284	0.7376	0.5075	0.7376	0.8588
No log	3.7632	286	0.7968	0.4267	0.7968	0.8926
No log	3.7895	288	0.8288	0.4361	0.8288	0.9104
No log	3.8158	290	0.8076	0.4304	0.8076	0.8987
No log	3.8421	292	0.7580	0.4739	0.7580	0.8706
No log	3.8684	294	0.7486	0.4870	0.7486	0.8652
No log	3.8947	296	0.8205	0.4226	0.8205	0.9058
No log	3.9211	298	0.8572	0.4290	0.8572	0.9259
No log	3.9474	300	0.8123	0.4698	0.8123	0.9013
No log	3.9737	302	0.7694	0.4865	0.7694	0.8771
No log	4.0	304	0.7500	0.5068	0.7500	0.8660
No log	4.0263	306	0.8101	0.4482	0.8101	0.9001
No log	4.0526	308	0.8521	0.4722	0.8521	0.9231
No log	4.0789	310	0.8222	0.4540	0.8222	0.9068
No log	4.1053	312	0.7667	0.5032	0.7667	0.8756
No log	4.1316	314	0.7595	0.4476	0.7595	0.8715
No log	4.1579	316	0.7890	0.5086	0.7890	0.8882
No log	4.1842	318	0.7716	0.4982	0.7716	0.8784
No log	4.2105	320	0.7452	0.4971	0.7452	0.8633
No log	4.2368	322	0.7458	0.5012	0.7458	0.8636
No log	4.2632	324	0.7594	0.5073	0.7594	0.8714
No log	4.2895	326	0.7619	0.5052	0.7619	0.8729
No log	4.3158	328	0.7649	0.4870	0.7649	0.8746
No log	4.3421	330	0.7804	0.4970	0.7804	0.8834
No log	4.3684	332	0.8059	0.4945	0.8059	0.8977
No log	4.3947	334	0.8563	0.4686	0.8563	0.9254
No log	4.4211	336	0.8747	0.4682	0.8747	0.9353
No log	4.4474	338	0.8727	0.4677	0.8727	0.9342
No log	4.4737	340	0.8430	0.5036	0.8430	0.9181
No log	4.5	342	0.8403	0.5235	0.8403	0.9167
No log	4.5263	344	0.8673	0.4939	0.8673	0.9313
No log	4.5526	346	0.9008	0.4232	0.9008	0.9491
No log	4.5789	348	0.8792	0.4354	0.8792	0.9376
No log	4.6053	350	0.8235	0.5098	0.8235	0.9075
No log	4.6316	352	0.7734	0.5179	0.7734	0.8794
No log	4.6579	354	0.7352	0.5120	0.7352	0.8574
No log	4.6842	356	0.7144	0.5269	0.7144	0.8452
No log	4.7105	358	0.7055	0.5122	0.7055	0.8399
No log	4.7368	360	0.7035	0.4905	0.7035	0.8388
No log	4.7632	362	0.6870	0.5281	0.6870	0.8289
No log	4.7895	364	0.7118	0.4931	0.7118	0.8437
No log	4.8158	366	0.7576	0.4898	0.7576	0.8704
No log	4.8421	368	0.7684	0.4941	0.7684	0.8766
No log	4.8684	370	0.7510	0.5027	0.7510	0.8666
No log	4.8947	372	0.7333	0.4831	0.7333	0.8563
No log	4.9211	374	0.6888	0.5292	0.6888	0.8299
No log	4.9474	376	0.6614	0.5596	0.6614	0.8133
No log	4.9737	378	0.6590	0.5351	0.6590	0.8118
No log	5.0	380	0.6693	0.5317	0.6693	0.8181
No log	5.0263	382	0.6973	0.4860	0.6973	0.8351
No log	5.0526	384	0.7008	0.5003	0.7008	0.8371
No log	5.0789	386	0.6750	0.5470	0.6750	0.8216
No log	5.1053	388	0.6684	0.5488	0.6684	0.8176
No log	5.1316	390	0.6717	0.5243	0.6717	0.8196
No log	5.1579	392	0.6784	0.5303	0.6784	0.8237
No log	5.1842	394	0.6828	0.5308	0.6828	0.8263
No log	5.2105	396	0.6982	0.5341	0.6982	0.8356
No log	5.2368	398	0.7052	0.5341	0.7052	0.8397
No log	5.2632	400	0.7233	0.4974	0.7233	0.8505
No log	5.2895	402	0.7420	0.5080	0.7420	0.8614
No log	5.3158	404	0.7700	0.5214	0.7700	0.8775
No log	5.3421	406	0.7627	0.5286	0.7627	0.8733
No log	5.3684	408	0.7371	0.5120	0.7371	0.8586
No log	5.3947	410	0.6968	0.5175	0.6968	0.8348
No log	5.4211	412	0.6544	0.5411	0.6544	0.8090
No log	5.4474	414	0.6285	0.5596	0.6285	0.7928
No log	5.4737	416	0.6128	0.5516	0.6128	0.7828
No log	5.5	418	0.5952	0.5632	0.5952	0.7715
No log	5.5263	420	0.6016	0.5332	0.6016	0.7756
No log	5.5526	422	0.6104	0.5415	0.6104	0.7813
No log	5.5789	424	0.6242	0.54	0.6242	0.7901
No log	5.6053	426	0.6413	0.5357	0.6413	0.8008
No log	5.6316	428	0.6643	0.5656	0.6643	0.8151
No log	5.6579	430	0.6931	0.54	0.6931	0.8326
No log	5.6842	432	0.7302	0.5127	0.7302	0.8545
No log	5.7105	434	0.7934	0.5072	0.7934	0.8907
No log	5.7368	436	0.8165	0.4937	0.8165	0.9036
No log	5.7632	438	0.8243	0.4755	0.8243	0.9079
No log	5.7895	440	0.7791	0.5098	0.7791	0.8827
No log	5.8158	442	0.7384	0.5348	0.7384	0.8593
No log	5.8421	444	0.7317	0.5348	0.7317	0.8554
No log	5.8684	446	0.7374	0.5176	0.7374	0.8587
No log	5.8947	448	0.7380	0.5211	0.7380	0.8591
No log	5.9211	450	0.7265	0.5222	0.7265	0.8524
No log	5.9474	452	0.7228	0.5222	0.7228	0.8502
No log	5.9737	454	0.7257	0.5330	0.7257	0.8519
No log	6.0	456	0.7114	0.5164	0.7114	0.8435
No log	6.0263	458	0.7033	0.5192	0.7033	0.8386
No log	6.0526	460	0.6964	0.5405	0.6964	0.8345
No log	6.0789	462	0.6894	0.5078	0.6894	0.8303
No log	6.1053	464	0.6929	0.5020	0.6929	0.8324
No log	6.1316	466	0.6958	0.5078	0.6958	0.8341
No log	6.1579	468	0.6996	0.5267	0.6996	0.8364
No log	6.1842	470	0.7402	0.5036	0.7402	0.8603
No log	6.2105	472	0.8281	0.4910	0.8281	0.9100
No log	6.2368	474	0.8883	0.4547	0.8883	0.9425
No log	6.2632	476	0.8889	0.4547	0.8889	0.9428
No log	6.2895	478	0.8309	0.5135	0.8309	0.9115
No log	6.3158	480	0.7646	0.5190	0.7646	0.8744
No log	6.3421	482	0.7304	0.5150	0.7304	0.8546
No log	6.3684	484	0.7358	0.5020	0.7358	0.8578
No log	6.3947	486	0.7437	0.4963	0.7437	0.8624
No log	6.4211	488	0.7412	0.4969	0.7412	0.8609
No log	6.4474	490	0.7241	0.4942	0.7241	0.8509
No log	6.4737	492	0.7151	0.5384	0.7151	0.8457
No log	6.5	494	0.7016	0.5262	0.7016	0.8376
No log	6.5263	496	0.6921	0.4959	0.6921	0.8320
No log	6.5526	498	0.6870	0.4907	0.6870	0.8289
0.4555	6.5789	500	0.6791	0.4829	0.6791	0.8241
0.4555	6.6053	502	0.6659	0.5127	0.6659	0.8160
0.4555	6.6316	504	0.6776	0.5309	0.6776	0.8232
0.4555	6.6579	506	0.6937	0.5397	0.6937	0.8329
0.4555	6.6842	508	0.7162	0.5068	0.7162	0.8463
0.4555	6.7105	510	0.7291	0.5230	0.7291	0.8538
0.4555	6.7368	512	0.7153	0.5429	0.7153	0.8457
0.4555	6.7632	514	0.7027	0.5313	0.7027	0.8383
0.4555	6.7895	516	0.6972	0.5255	0.6972	0.8350
0.4555	6.8158	518	0.6879	0.5220	0.6879	0.8294
0.4555	6.8421	520	0.6928	0.5133	0.6928	0.8323
0.4555	6.8684	522	0.7020	0.5285	0.7020	0.8379
0.4555	6.8947	524	0.7206	0.5269	0.7206	0.8489
0.4555	6.9211	526	0.7301	0.5168	0.7301	0.8545
0.4555	6.9474	528	0.7205	0.5080	0.7205	0.8488
0.4555	6.9737	530	0.7052	0.5325	0.7052	0.8398
0.4555	7.0	532	0.6937	0.5279	0.6937	0.8329
0.4555	7.0263	534	0.6877	0.5384	0.6877	0.8293
0.4555	7.0526	536	0.6881	0.5370	0.6881	0.8295
0.4555	7.0789	538	0.6963	0.5338	0.6963	0.8344
0.4555	7.1053	540	0.7123	0.5154	0.7123	0.8440
0.4555	7.1316	542	0.7163	0.5154	0.7163	0.8463
0.4555	7.1579	544	0.7052	0.5371	0.7052	0.8398
0.4555	7.1842	546	0.6951	0.5354	0.6951	0.8337
0.4555	7.2105	548	0.6901	0.5243	0.6901	0.8308
0.4555	7.2368	550	0.6882	0.5243	0.6882	0.8296
0.4555	7.2632	552	0.6925	0.5427	0.6925	0.8322
0.4555	7.2895	554	0.7033	0.5381	0.7033	0.8386
0.4555	7.3158	556	0.7097	0.5234	0.7097	0.8424
0.4555	7.3421	558	0.7253	0.5222	0.7253	0.8516
0.4555	7.3684	560	0.7290	0.5222	0.7290	0.8538
0.4555	7.3947	562	0.7402	0.5330	0.7402	0.8604
0.4555	7.4211	564	0.7289	0.5211	0.7289	0.8537
0.4555	7.4474	566	0.7162	0.5222	0.7162	0.8463
0.4555	7.4737	568	0.6998	0.5239	0.6998	0.8365
0.4555	7.5	570	0.6798	0.5351	0.6798	0.8245
0.4555	7.5263	572	0.6711	0.5364	0.6711	0.8192
0.4555	7.5526	574	0.6773	0.5338	0.6773	0.8230
0.4555	7.5789	576	0.6861	0.5397	0.6861	0.8283
0.4555	7.6053	578	0.6907	0.5653	0.6907	0.8311
0.4555	7.6316	580	0.6854	0.5653	0.6854	0.8279
0.4555	7.6579	582	0.6779	0.5411	0.6779	0.8233
0.4555	7.6842	584	0.6780	0.5411	0.6780	0.8234
0.4555	7.7105	586	0.6819	0.5471	0.6819	0.8258
0.4555	7.7368	588	0.6738	0.5425	0.6738	0.8209
0.4555	7.7632	590	0.6728	0.5367	0.6728	0.8203
0.4555	7.7895	592	0.6802	0.5320	0.6802	0.8247
0.4555	7.8158	594	0.6866	0.5320	0.6866	0.8286
0.4555	7.8421	596	0.6879	0.5320	0.6879	0.8294
0.4555	7.8684	598	0.6940	0.5367	0.6940	0.8331
0.4555	7.8947	600	0.7025	0.5245	0.7025	0.8382
0.4555	7.9211	602	0.7130	0.5089	0.7130	0.8444
0.4555	7.9474	604	0.7246	0.5147	0.7246	0.8512
0.4555	7.9737	606	0.7309	0.5147	0.7309	0.8549
0.4555	8.0	608	0.7232	0.5089	0.7232	0.8504
0.4555	8.0263	610	0.7093	0.5267	0.7093	0.8422
0.4555	8.0526	612	0.6956	0.5133	0.6956	0.8340
0.4555	8.0789	614	0.6945	0.5100	0.6945	0.8334
0.4555	8.1053	616	0.6916	0.5039	0.6916	0.8316
0.4555	8.1316	618	0.6856	0.5039	0.6856	0.8280
0.4555	8.1579	620	0.6830	0.5144	0.6830	0.8264
0.4555	8.1842	622	0.6870	0.5320	0.6870	0.8288
0.4555	8.2105	624	0.6976	0.5279	0.6976	0.8352
0.4555	8.2368	626	0.7117	0.5297	0.7117	0.8436
0.4555	8.2632	628	0.7256	0.5200	0.7256	0.8518
0.4555	8.2895	630	0.7273	0.5200	0.7273	0.8528
0.4555	8.3158	632	0.7384	0.5179	0.7384	0.8593
0.4555	8.3421	634	0.7496	0.5235	0.7496	0.8658
0.4555	8.3684	636	0.7586	0.5224	0.7586	0.8710
0.4555	8.3947	638	0.7639	0.5137	0.7639	0.8740
0.4555	8.4211	640	0.7575	0.5224	0.7575	0.8703
0.4555	8.4474	642	0.7592	0.5224	0.7592	0.8713
0.4555	8.4737	644	0.7640	0.5153	0.7640	0.8741
0.4555	8.5	646	0.7548	0.5224	0.7548	0.8688
0.4555	8.5263	648	0.7380	0.5266	0.7380	0.8591
0.4555	8.5526	650	0.7285	0.5592	0.7285	0.8536
0.4555	8.5789	652	0.7209	0.5564	0.7209	0.8491
0.4555	8.6053	654	0.7188	0.5320	0.7188	0.8478
0.4555	8.6316	656	0.7170	0.5444	0.7170	0.8468
0.4555	8.6579	658	0.7164	0.5549	0.7164	0.8464
0.4555	8.6842	660	0.7193	0.5592	0.7193	0.8481
0.4555	8.7105	662	0.7282	0.5266	0.7282	0.8534
0.4555	8.7368	664	0.7439	0.5235	0.7439	0.8625
0.4555	8.7632	666	0.7676	0.4796	0.7676	0.8761
0.4555	8.7895	668	0.7762	0.4834	0.7762	0.8810
0.4555	8.8158	670	0.7734	0.4834	0.7734	0.8794
0.4555	8.8421	672	0.7649	0.4796	0.7649	0.8746
0.4555	8.8684	674	0.7494	0.5153	0.7494	0.8657
0.4555	8.8947	676	0.7300	0.5179	0.7300	0.8544
0.4555	8.9211	678	0.7119	0.5635	0.7119	0.8437
0.4555	8.9474	680	0.6994	0.5608	0.6994	0.8363
0.4555	8.9737	682	0.6946	0.5564	0.6946	0.8334
0.4555	9.0	684	0.6911	0.5564	0.6911	0.8313
0.4555	9.0263	686	0.6891	0.5564	0.6891	0.8301
0.4555	9.0526	688	0.6866	0.5564	0.6866	0.8286
0.4555	9.0789	690	0.6863	0.5624	0.6863	0.8284
0.4555	9.1053	692	0.6891	0.5683	0.6891	0.8301
0.4555	9.1316	694	0.6957	0.5562	0.6957	0.8341
0.4555	9.1579	696	0.7024	0.5330	0.7024	0.8381
0.4555	9.1842	698	0.7115	0.5374	0.7115	0.8435
0.4555	9.2105	700	0.7163	0.5374	0.7163	0.8463
0.4555	9.2368	702	0.7205	0.5235	0.7205	0.8488
0.4555	9.2632	704	0.7206	0.5235	0.7206	0.8489
0.4555	9.2895	706	0.7181	0.5374	0.7181	0.8474
0.4555	9.3158	708	0.7171	0.5318	0.7171	0.8468
0.4555	9.3421	710	0.7167	0.5318	0.7167	0.8466
0.4555	9.3684	712	0.7161	0.5318	0.7161	0.8462
0.4555	9.3947	714	0.7148	0.5318	0.7148	0.8454
0.4555	9.4211	716	0.7125	0.5330	0.7125	0.8441
0.4555	9.4474	718	0.7070	0.5547	0.7070	0.8409
0.4555	9.4737	720	0.7042	0.5635	0.7042	0.8392
0.4555	9.5	722	0.7035	0.5635	0.7035	0.8387
0.4555	9.5263	724	0.7042	0.5635	0.7042	0.8391
0.4555	9.5526	726	0.7048	0.5619	0.7048	0.8395
0.4555	9.5789	728	0.7059	0.5547	0.7059	0.8402
0.4555	9.6053	730	0.7070	0.5473	0.7070	0.8409
0.4555	9.6316	732	0.7073	0.5473	0.7073	0.8410
0.4555	9.6579	734	0.7068	0.5473	0.7068	0.8407
0.4555	9.6842	736	0.7068	0.5473	0.7068	0.8407
0.4555	9.7105	738	0.7079	0.5473	0.7079	0.8414
0.4555	9.7368	740	0.7090	0.5473	0.7090	0.8420
0.4555	9.7632	742	0.7109	0.5473	0.7109	0.8431
0.4555	9.7895	744	0.7123	0.5330	0.7123	0.8440
0.4555	9.8158	746	0.7136	0.5330	0.7136	0.8447
0.4555	9.8421	748	0.7143	0.5318	0.7143	0.8451
0.4555	9.8684	750	0.7152	0.5318	0.7152	0.8457
0.4555	9.8947	752	0.7158	0.5318	0.7158	0.8460
0.4555	9.9211	754	0.7158	0.5318	0.7158	0.8460
0.4555	9.9474	756	0.7158	0.5318	0.7158	0.8460
0.4555	9.9737	758	0.7156	0.5318	0.7156	0.8459
0.4555	10.0	760	0.7155	0.5318	0.7155	0.8459

Framework versions

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