README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: arabert_augWithOrig_disEqu_k5_organization_task1_fold0
    results: []

arabert_augWithOrig_disEqu_k5_organization_task1_fold0

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: 0.9590
• Qwk: 0.6495
• Mse: 0.9590
• Rmse: 0.9793

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	0.0253	2	3.0774	-0.0262	3.0774	1.7542
No log	0.0506	4	1.7580	-0.0383	1.7580	1.3259
No log	0.0759	6	1.1986	0.2566	1.1986	1.0948
No log	0.1013	8	1.0874	0.3256	1.0874	1.0428
No log	0.1266	10	0.9652	0.3686	0.9652	0.9824
No log	0.1519	12	0.9302	0.3418	0.9302	0.9645
No log	0.1772	14	1.0338	0.4126	1.0338	1.0168
No log	0.2025	16	1.3351	0.4830	1.3351	1.1555
No log	0.2278	18	1.6121	0.2416	1.6121	1.2697
No log	0.2532	20	1.8478	0.2145	1.8478	1.3593
No log	0.2785	22	1.8876	0.2145	1.8876	1.3739
No log	0.3038	24	1.5407	0.2553	1.5407	1.2413
No log	0.3291	26	1.0998	0.4085	1.0998	1.0487
No log	0.3544	28	1.0849	0.4867	1.0849	1.0416
No log	0.3797	30	1.2729	0.2910	1.2729	1.1282
No log	0.4051	32	1.2804	0.3111	1.2804	1.1316
No log	0.4304	34	1.2430	0.3623	1.2430	1.1149
No log	0.4557	36	1.1185	0.3404	1.1185	1.0576
No log	0.4810	38	1.0201	0.4919	1.0201	1.0100
No log	0.5063	40	1.0123	0.4919	1.0123	1.0061
No log	0.5316	42	1.2870	0.3298	1.2870	1.1345
No log	0.5570	44	1.3774	0.1895	1.3774	1.1736
No log	0.5823	46	1.2565	0.2168	1.2565	1.1209
No log	0.6076	48	1.1703	0.2478	1.1703	1.0818
No log	0.6329	50	1.1831	0.2478	1.1831	1.0877
No log	0.6582	52	1.1976	0.1874	1.1976	1.0943
No log	0.6835	54	1.1493	0.2788	1.1493	1.0720
No log	0.7089	56	1.2647	0.4590	1.2647	1.1246
No log	0.7342	58	1.5608	0.2793	1.5608	1.2493
No log	0.7595	60	1.9550	0.1873	1.9550	1.3982
No log	0.7848	62	2.2243	0.0801	2.2243	1.4914
No log	0.8101	64	2.3243	0.0550	2.3243	1.5246
No log	0.8354	66	2.2197	0.0050	2.2197	1.4899
No log	0.8608	68	2.0592	-0.0943	2.0592	1.4350
No log	0.8861	70	1.9129	-0.1867	1.9129	1.3831
No log	0.9114	72	1.7453	-0.0024	1.7453	1.3211
No log	0.9367	74	1.5294	0.1497	1.5294	1.2367
No log	0.9620	76	1.2431	0.4059	1.2431	1.1149
No log	0.9873	78	0.9936	0.4355	0.9936	0.9968
No log	1.0127	80	0.9899	0.5281	0.9899	0.9949
No log	1.0380	82	0.9708	0.5281	0.9708	0.9853
No log	1.0633	84	0.9069	0.4528	0.9069	0.9523
No log	1.0886	86	0.8789	0.4712	0.8789	0.9375
No log	1.1139	88	0.9539	0.5488	0.9539	0.9767
No log	1.1392	90	1.2004	0.4071	1.2004	1.0956
No log	1.1646	92	1.3421	0.3322	1.3421	1.1585
No log	1.1899	94	1.4675	0.1893	1.4675	1.2114
No log	1.2152	96	1.6380	0.2705	1.6380	1.2799
No log	1.2405	98	1.6263	0.2705	1.6263	1.2753
No log	1.2658	100	1.4874	0.2705	1.4874	1.2196
No log	1.2911	102	1.1902	0.5051	1.1902	1.0910
No log	1.3165	104	1.0158	0.5882	1.0158	1.0079
No log	1.3418	106	1.0408	0.6155	1.0408	1.0202
No log	1.3671	108	1.1637	0.6280	1.1637	1.0788
No log	1.3924	110	1.4564	0.4581	1.4564	1.2068
No log	1.4177	112	1.5144	0.3837	1.5144	1.2306
No log	1.4430	114	1.4876	0.2435	1.4876	1.2197
No log	1.4684	116	1.3089	0.3322	1.3089	1.1441
No log	1.4937	118	1.0499	0.4845	1.0499	1.0247
No log	1.5190	120	0.8543	0.5645	0.8543	0.9243
No log	1.5443	122	0.8381	0.5645	0.8381	0.9155
No log	1.5696	124	0.9010	0.4878	0.9010	0.9492
No log	1.5949	126	1.1169	0.4830	1.1169	1.0568
No log	1.6203	128	1.1447	0.4830	1.1447	1.0699
No log	1.6456	130	1.0706	0.5542	1.0706	1.0347
No log	1.6709	132	0.8394	0.5645	0.8394	0.9162
No log	1.6962	134	0.8513	0.5645	0.8513	0.9226
No log	1.7215	136	0.9252	0.6254	0.9252	0.9619
No log	1.7468	138	1.0116	0.7337	1.0116	1.0058
No log	1.7722	140	0.9960	0.7337	0.9960	0.9980
No log	1.7975	142	1.2380	0.5477	1.2380	1.1127
No log	1.8228	144	1.3091	0.5688	1.3091	1.1442
No log	1.8481	146	1.3146	0.5688	1.3146	1.1466
No log	1.8734	148	1.2107	0.5273	1.2107	1.1003
No log	1.8987	150	1.0837	0.4167	1.0837	1.0410
No log	1.9241	152	0.9885	0.5471	0.9885	0.9943
No log	1.9494	154	0.8796	0.6775	0.8796	0.9379
No log	1.9747	156	0.8672	0.6775	0.8672	0.9312
No log	2.0	158	0.8542	0.7078	0.8542	0.9242
No log	2.0253	160	0.7751	0.6552	0.7751	0.8804
No log	2.0506	162	0.7942	0.5904	0.7942	0.8912
No log	2.0759	164	0.8465	0.5966	0.8465	0.9201
No log	2.1013	166	0.8012	0.6038	0.8012	0.8951
No log	2.1266	168	0.7811	0.6032	0.7811	0.8838
No log	2.1519	170	0.8591	0.6937	0.8591	0.9269
No log	2.1772	172	0.9255	0.6477	0.9255	0.9620
No log	2.2025	174	0.8632	0.6769	0.8632	0.9291
No log	2.2278	176	0.8458	0.6567	0.8458	0.9197
No log	2.2532	178	0.8685	0.6441	0.8685	0.9319
No log	2.2785	180	0.8494	0.6243	0.8494	0.9216
No log	2.3038	182	0.8104	0.6445	0.8104	0.9002
No log	2.3291	184	0.7472	0.6202	0.7472	0.8644
No log	2.3544	186	0.6915	0.6567	0.6915	0.8316
No log	2.3797	188	0.8101	0.7154	0.8101	0.9001
No log	2.4051	190	0.9747	0.5882	0.9747	0.9873
No log	2.4304	192	1.0964	0.6084	1.0964	1.0471
No log	2.4557	194	1.1503	0.6690	1.1503	1.0725
No log	2.4810	196	1.1398	0.6690	1.1398	1.0676
No log	2.5063	198	0.9993	0.7521	0.9993	0.9997
No log	2.5316	200	0.9294	0.6842	0.9294	0.9641
No log	2.5570	202	0.8507	0.6254	0.8507	0.9223
No log	2.5823	204	0.7773	0.6588	0.7773	0.8816
No log	2.6076	206	0.7322	0.6533	0.7322	0.8557
No log	2.6329	208	0.7458	0.6893	0.7458	0.8636
No log	2.6582	210	0.8646	0.7337	0.8646	0.9298
No log	2.6835	212	1.1840	0.6387	1.1840	1.0881
No log	2.7089	214	1.4548	0.5243	1.4548	1.2062
No log	2.7342	216	1.6320	0.4284	1.6320	1.2775
No log	2.7595	218	1.6462	0.2957	1.6462	1.2830
No log	2.7848	220	1.5380	0.2957	1.5380	1.2401
No log	2.8101	222	1.3049	0.5035	1.3049	1.1423
No log	2.8354	224	1.0489	0.6174	1.0489	1.0242
No log	2.8608	226	0.8360	0.7037	0.8360	0.9143
No log	2.8861	228	0.7461	0.6937	0.7461	0.8638
No log	2.9114	230	0.7432	0.6823	0.7432	0.8621
No log	2.9367	232	0.7739	0.6823	0.7739	0.8797
No log	2.9620	234	0.7990	0.7682	0.7990	0.8939
No log	2.9873	236	0.8627	0.6170	0.8627	0.9288
No log	3.0127	238	0.9529	0.6515	0.9529	0.9762
No log	3.0380	240	0.9967	0.6515	0.9967	0.9984
No log	3.0633	242	1.0102	0.6515	1.0102	1.0051
No log	3.0886	244	0.9726	0.6515	0.9726	0.9862
No log	3.1139	246	0.9170	0.7068	0.9170	0.9576
No log	3.1392	248	0.9438	0.6515	0.9438	0.9715
No log	3.1646	250	1.0382	0.6189	1.0382	1.0189
No log	3.1899	252	1.0078	0.6515	1.0078	1.0039
No log	3.2152	254	0.9682	0.7521	0.9682	0.9840
No log	3.2405	256	0.9392	0.7068	0.9392	0.9691
No log	3.2658	258	1.0439	0.6189	1.0439	1.0217
No log	3.2911	260	1.1935	0.5688	1.1935	1.0925
No log	3.3165	262	1.3865	0.3802	1.3865	1.1775
No log	3.3418	264	1.4320	0.4081	1.4320	1.1967
No log	3.3671	266	1.3977	0.5010	1.3977	1.1823
No log	3.3924	268	1.2084	0.6272	1.2084	1.0993
No log	3.4177	270	1.0299	0.7358	1.0299	1.0149
No log	3.4430	272	0.8702	0.6755	0.8702	0.9329
No log	3.4684	274	0.7982	0.6755	0.7982	0.8934
No log	3.4937	276	0.7652	0.6818	0.7652	0.8747
No log	3.5190	278	0.7618	0.6552	0.7618	0.8728
No log	3.5443	280	0.7834	0.7038	0.7834	0.8851
No log	3.5696	282	0.8455	0.7105	0.8455	0.9195
No log	3.5949	284	0.9339	0.7063	0.9339	0.9664
No log	3.6203	286	1.0177	0.6623	1.0177	1.0088
No log	3.6456	288	1.0926	0.6623	1.0926	1.0453
No log	3.6709	290	1.0955	0.6623	1.0955	1.0467
No log	3.6962	292	1.0092	0.6623	1.0092	1.0046
No log	3.7215	294	0.9854	0.7244	0.9854	0.9927
No log	3.7468	296	0.9994	0.5931	0.9994	0.9997
No log	3.7722	298	1.0171	0.6105	1.0171	1.0085
No log	3.7975	300	1.0805	0.6509	1.0805	1.0395
No log	3.8228	302	1.1836	0.6369	1.1836	1.0879
No log	3.8481	304	1.1536	0.6322	1.1536	1.0741
No log	3.8734	306	1.1137	0.6322	1.1137	1.0553
No log	3.8987	308	1.0252	0.6459	1.0252	1.0125
No log	3.9241	310	0.9462	0.7033	0.9462	0.9728
No log	3.9494	312	0.8855	0.6970	0.8855	0.9410
No log	3.9747	314	0.8449	0.6495	0.8449	0.9192
No log	4.0	316	0.8243	0.6495	0.8243	0.9079
No log	4.0253	318	0.8290	0.6937	0.8290	0.9105
No log	4.0506	320	0.8328	0.5653	0.8328	0.9126
No log	4.0759	322	0.8381	0.6067	0.8381	0.9155
No log	4.1013	324	0.7976	0.6655	0.7976	0.8931
No log	4.1266	326	0.8074	0.6541	0.8074	0.8985
No log	4.1519	328	0.8950	0.7196	0.8950	0.9460
No log	4.1772	330	1.0172	0.7358	1.0172	1.0086
No log	4.2025	332	1.1485	0.6856	1.1485	1.0717
No log	4.2278	334	1.2270	0.6514	1.2270	1.1077
No log	4.2532	336	1.1784	0.6322	1.1784	1.0856
No log	4.2785	338	1.0846	0.6077	1.0846	1.0414
No log	4.3038	340	1.0185	0.5471	1.0185	1.0092
No log	4.3291	342	0.9683	0.4878	0.9683	0.9840
No log	4.3544	344	0.9361	0.6888	0.9361	0.9675
No log	4.3797	346	0.9427	0.7095	0.9427	0.9709
No log	4.4051	348	0.9045	0.7358	0.9045	0.9510
No log	4.4304	350	0.8128	0.7128	0.8128	0.9016
No log	4.4557	352	0.7796	0.6603	0.7796	0.8830
No log	4.4810	354	0.7578	0.6148	0.7578	0.8705
No log	4.5063	356	0.7528	0.6230	0.7528	0.8676
No log	4.5316	358	0.7516	0.6230	0.7516	0.8669
No log	4.5570	360	0.7515	0.6268	0.7515	0.8669
No log	4.5823	362	0.7758	0.6218	0.7758	0.8808
No log	4.6076	364	0.8315	0.6764	0.8315	0.9119
No log	4.6329	366	0.9219	0.7763	0.9219	0.9602
No log	4.6582	368	0.9369	0.7369	0.9369	0.9679
No log	4.6835	370	0.9325	0.7921	0.9325	0.9657
No log	4.7089	372	0.8948	0.7441	0.8948	0.9460
No log	4.7342	374	0.8757	0.7441	0.8757	0.9358
No log	4.7595	376	0.8680	0.7176	0.8680	0.9317
No log	4.7848	378	0.9106	0.7441	0.9106	0.9543
No log	4.8101	380	0.9780	0.6882	0.9780	0.9889
No log	4.8354	382	1.0101	0.6329	1.0101	1.0050
No log	4.8608	384	1.0288	0.6509	1.0288	1.0143
No log	4.8861	386	1.0162	0.7610	1.0162	1.0080
No log	4.9114	388	0.9355	0.7196	0.9355	0.9672
No log	4.9367	390	0.8519	0.6708	0.8519	0.9230
No log	4.9620	392	0.8430	0.6429	0.8430	0.9181
No log	4.9873	394	0.8812	0.6429	0.8812	0.9387
No log	5.0127	396	0.9423	0.7176	0.9423	0.9707
No log	5.0380	398	1.0394	0.6002	1.0394	1.0195
No log	5.0633	400	1.0831	0.6189	1.0831	1.0407
No log	5.0886	402	1.0745	0.6189	1.0745	1.0366
No log	5.1139	404	1.1146	0.6509	1.1146	1.0558
No log	5.1392	406	1.1946	0.6322	1.1946	1.0930
No log	5.1646	408	1.2182	0.6322	1.2182	1.1037
No log	5.1899	410	1.1550	0.5995	1.1550	1.0747
No log	5.2152	412	1.1043	0.5808	1.1043	1.0508
No log	5.2405	414	1.0132	0.5938	1.0132	1.0066
No log	5.2658	416	0.9537	0.6764	0.9537	0.9766
No log	5.2911	418	0.9380	0.6708	0.9380	0.9685
No log	5.3165	420	0.8962	0.6218	0.8962	0.9467
No log	5.3418	422	0.8855	0.6218	0.8855	0.9410
No log	5.3671	424	0.9337	0.73	0.9337	0.9663
No log	5.3924	426	0.9475	0.73	0.9475	0.9734
No log	5.4177	428	0.8997	0.6852	0.8997	0.9485
No log	5.4430	430	0.8913	0.6801	0.8913	0.9441
No log	5.4684	432	0.8604	0.6451	0.8604	0.9276
No log	5.4937	434	0.8088	0.6451	0.8088	0.8993
No log	5.5190	436	0.7967	0.6451	0.7967	0.8926
No log	5.5443	438	0.8154	0.6451	0.8154	0.9030
No log	5.5696	440	0.8181	0.6451	0.8181	0.9045
No log	5.5949	442	0.8514	0.6451	0.8514	0.9227
No log	5.6203	444	0.9368	0.73	0.9368	0.9679
No log	5.6456	446	1.0100	0.7051	1.0100	1.0050
No log	5.6709	448	1.0098	0.7051	1.0098	1.0049
No log	5.6962	450	0.9977	0.7439	0.9977	0.9989
No log	5.7215	452	1.0071	0.6927	1.0071	1.0035
No log	5.7468	454	0.9490	0.7196	0.9490	0.9742
No log	5.7722	456	0.9163	0.7196	0.9163	0.9572
No log	5.7975	458	0.9075	0.6764	0.9075	0.9526
No log	5.8228	460	0.9687	0.6576	0.9687	0.9843
No log	5.8481	462	1.0109	0.6239	1.0109	1.0054
No log	5.8734	464	1.0419	0.5453	1.0419	1.0207
No log	5.8987	466	1.0707	0.5655	1.0707	1.0347
No log	5.9241	468	1.0540	0.6427	1.0540	1.0266
No log	5.9494	470	0.9815	0.6515	0.9815	0.9907
No log	5.9747	472	0.9342	0.6932	0.9342	0.9665
No log	6.0	474	0.9040	0.6932	0.9040	0.9508
No log	6.0253	476	0.8773	0.7181	0.8773	0.9367
No log	6.0506	478	0.8756	0.7109	0.8756	0.9357
No log	6.0759	480	0.9127	0.6764	0.9127	0.9553
No log	6.1013	482	0.9753	0.6471	0.9753	0.9876
No log	6.1266	484	1.0581	0.6748	1.0581	1.0287
No log	6.1519	486	1.0953	0.6917	1.0953	1.0465
No log	6.1772	488	1.0975	0.6748	1.0975	1.0476
No log	6.2025	490	1.0294	0.7024	1.0294	1.0146
No log	6.2278	492	0.9185	0.6970	0.9185	0.9584
No log	6.2532	494	0.8269	0.6602	0.8269	0.9093
No log	6.2785	496	0.7860	0.6268	0.7860	0.8866
No log	6.3038	498	0.7788	0.6268	0.7788	0.8825
0.6475	6.3291	500	0.7878	0.6268	0.7878	0.8876
0.6475	6.3544	502	0.8358	0.6602	0.8358	0.9142
0.6475	6.3797	504	0.9304	0.7363	0.9304	0.9646
0.6475	6.4051	506	1.0355	0.7350	1.0355	1.0176
0.6475	6.4304	508	1.0617	0.7350	1.0617	1.0304
0.6475	6.4557	510	1.0607	0.7597	1.0607	1.0299
0.6475	6.4810	512	1.0094	0.7208	1.0094	1.0047
0.6475	6.5063	514	0.9367	0.6970	0.9367	0.9679
0.6475	6.5316	516	0.8781	0.6970	0.8781	0.9371
0.6475	6.5570	518	0.8437	0.6875	0.8437	0.9185
0.6475	6.5823	520	0.8290	0.6552	0.8290	0.9105
0.6475	6.6076	522	0.8216	0.6552	0.8216	0.9064
0.6475	6.6329	524	0.8269	0.6552	0.8269	0.9093
0.6475	6.6582	526	0.8268	0.6552	0.8268	0.9093
0.6475	6.6835	528	0.8331	0.6552	0.8331	0.9127
0.6475	6.7089	530	0.8534	0.6552	0.8534	0.9238
0.6475	6.7342	532	0.9045	0.7109	0.9045	0.9510
0.6475	6.7595	534	0.9748	0.6698	0.9748	0.9873
0.6475	6.7848	536	1.0814	0.6807	1.0814	1.0399
0.6475	6.8101	538	1.1870	0.6616	1.1870	1.0895
0.6475	6.8354	540	1.2155	0.6265	1.2155	1.1025
0.6475	6.8608	542	1.1775	0.6265	1.1775	1.0851
0.6475	6.8861	544	1.0887	0.6265	1.0887	1.0434
0.6475	6.9114	546	0.9836	0.6376	0.9836	0.9918
0.6475	6.9367	548	0.8985	0.6303	0.8985	0.9479
0.6475	6.9620	550	0.8769	0.6303	0.8769	0.9365
0.6475	6.9873	552	0.8699	0.6596	0.8699	0.9327
0.6475	7.0127	554	0.8594	0.6875	0.8594	0.9271
0.6475	7.0380	556	0.8826	0.6875	0.8826	0.9395
0.6475	7.0633	558	0.9297	0.6703	0.9297	0.9642
0.6475	7.0886	560	0.9628	0.6927	0.9628	0.9812
0.6475	7.1139	562	0.9754	0.6759	0.9754	0.9876
0.6475	7.1392	564	0.9448	0.6970	0.9448	0.9720
0.6475	7.1646	566	0.9051	0.6495	0.9051	0.9514
0.6475	7.1899	568	0.8463	0.6818	0.8463	0.9199
0.6475	7.2152	570	0.8162	0.6818	0.8162	0.9034
0.6475	7.2405	572	0.8082	0.6818	0.8082	0.8990
0.6475	7.2658	574	0.8249	0.6818	0.8249	0.9082
0.6475	7.2911	576	0.8418	0.6818	0.8418	0.9175
0.6475	7.3165	578	0.8674	0.6451	0.8674	0.9314
0.6475	7.3418	580	0.9299	0.73	0.9299	0.9643
0.6475	7.3671	582	0.9911	0.7123	0.9911	0.9955
0.6475	7.3924	584	1.0459	0.5954	1.0459	1.0227
0.6475	7.4177	586	1.0527	0.6023	1.0527	1.0260
0.6475	7.4430	588	1.0343	0.6824	1.0343	1.0170
0.6475	7.4684	590	1.0249	0.5697	1.0249	1.0124
0.6475	7.4937	592	1.0292	0.6824	1.0292	1.0145
0.6475	7.5190	594	1.0448	0.6225	1.0448	1.0221
0.6475	7.5443	596	1.0454	0.6807	1.0454	1.0224
0.6475	7.5696	598	1.0315	0.7259	1.0315	1.0156
0.6475	7.5949	600	1.0074	0.7522	1.0074	1.0037
0.6475	7.6203	602	0.9401	0.7448	0.9401	0.9696
0.6475	7.6456	604	0.8874	0.6944	0.8874	0.9420
0.6475	7.6709	606	0.8569	0.6944	0.8569	0.9257
0.6475	7.6962	608	0.8374	0.6603	0.8374	0.9151
0.6475	7.7215	610	0.8485	0.6603	0.8485	0.9211
0.6475	7.7468	612	0.8913	0.6603	0.8913	0.9441
0.6475	7.7722	614	0.9285	0.7064	0.9285	0.9636
0.6475	7.7975	616	0.9821	0.7522	0.9821	0.9910
0.6475	7.8228	618	1.0064	0.7369	1.0064	1.0032
0.6475	7.8481	620	0.9939	0.7033	0.9939	0.9969
0.6475	7.8734	622	0.9851	0.6764	0.9851	0.9925
0.6475	7.8987	624	0.9784	0.6256	0.9784	0.9891
0.6475	7.9241	626	0.9749	0.6256	0.9749	0.9874
0.6475	7.9494	628	0.9832	0.6256	0.9832	0.9916
0.6475	7.9747	630	0.9848	0.6764	0.9848	0.9924
0.6475	8.0	632	0.9866	0.7033	0.9866	0.9933
0.6475	8.0253	634	0.9796	0.7033	0.9796	0.9897
0.6475	8.0506	636	0.9937	0.7033	0.9937	0.9969
0.6475	8.0759	638	1.0059	0.7369	1.0059	1.0030
0.6475	8.1013	640	1.0098	0.7369	1.0098	1.0049
0.6475	8.1266	642	1.0186	0.7369	1.0186	1.0092
0.6475	8.1519	644	1.0179	0.7033	1.0179	1.0089
0.6475	8.1772	646	1.0015	0.5938	1.0015	1.0008
0.6475	8.2025	648	0.9891	0.5938	0.9891	0.9946
0.6475	8.2278	650	0.9891	0.5938	0.9891	0.9945
0.6475	8.2532	652	0.9828	0.625	0.9828	0.9913
0.6475	8.2785	654	0.9739	0.6541	0.9739	0.9869
0.6475	8.3038	656	0.9778	0.6703	0.9778	0.9888
0.6475	8.3291	658	0.9633	0.6703	0.9633	0.9815
0.6475	8.3544	660	0.9477	0.6703	0.9477	0.9735
0.6475	8.3797	662	0.9298	0.6651	0.9298	0.9643
0.6475	8.4051	664	0.9109	0.6651	0.9109	0.9544
0.6475	8.4304	666	0.9053	0.6651	0.9053	0.9515
0.6475	8.4557	668	0.9045	0.6495	0.9045	0.9511
0.6475	8.4810	670	0.8986	0.6218	0.8986	0.9479
0.6475	8.5063	672	0.9052	0.6495	0.9052	0.9514
0.6475	8.5316	674	0.9173	0.6495	0.9173	0.9578
0.6475	8.5570	676	0.9297	0.6495	0.9297	0.9642
0.6475	8.5823	678	0.9425	0.6852	0.9425	0.9708
0.6475	8.6076	680	0.9569	0.73	0.9569	0.9782
0.6475	8.6329	682	0.9643	0.73	0.9643	0.9820
0.6475	8.6582	684	0.9637	0.73	0.9637	0.9817
0.6475	8.6835	686	0.9536	0.73	0.9536	0.9765
0.6475	8.7089	688	0.9387	0.6852	0.9387	0.9689
0.6475	8.7342	690	0.9238	0.6852	0.9238	0.9612
0.6475	8.7595	692	0.9180	0.6603	0.9180	0.9581
0.6475	8.7848	694	0.9193	0.6603	0.9193	0.9588
0.6475	8.8101	696	0.9252	0.6218	0.9252	0.9619
0.6475	8.8354	698	0.9294	0.6218	0.9294	0.9640
0.6475	8.8608	700	0.9273	0.6218	0.9273	0.9630
0.6475	8.8861	702	0.9239	0.6218	0.9239	0.9612
0.6475	8.9114	704	0.9340	0.6218	0.9340	0.9664
0.6475	8.9367	706	0.9496	0.6495	0.9496	0.9745
0.6475	8.9620	708	0.9719	0.6970	0.9719	0.9859
0.6475	8.9873	710	0.9858	0.6970	0.9858	0.9929
0.6475	9.0127	712	0.9863	0.6970	0.9863	0.9931
0.6475	9.0380	714	0.9862	0.6970	0.9862	0.9931
0.6475	9.0633	716	0.9934	0.73	0.9934	0.9967
0.6475	9.0886	718	0.9972	0.73	0.9972	0.9986
0.6475	9.1139	720	1.0048	0.73	1.0048	1.0024
0.6475	9.1392	722	1.0198	0.7369	1.0198	1.0099
0.6475	9.1646	724	1.0231	0.7369	1.0231	1.0115
0.6475	9.1899	726	1.0172	0.73	1.0172	1.0086
0.6475	9.2152	728	1.0118	0.7369	1.0118	1.0059
0.6475	9.2405	730	1.0126	0.7369	1.0126	1.0063
0.6475	9.2658	732	1.0175	0.7369	1.0175	1.0087
0.6475	9.2911	734	1.0160	0.7033	1.0160	1.0080
0.6475	9.3165	736	1.0142	0.7033	1.0142	1.0071
0.6475	9.3418	738	1.0153	0.7033	1.0153	1.0076
0.6475	9.3671	740	1.0144	0.6759	1.0144	1.0072
0.6475	9.3924	742	1.0187	0.6585	1.0187	1.0093
0.6475	9.4177	744	1.0190	0.6585	1.0190	1.0095
0.6475	9.4430	746	1.0164	0.6585	1.0164	1.0081
0.6475	9.4684	748	1.0141	0.6585	1.0141	1.0070
0.6475	9.4937	750	1.0125	0.6866	1.0125	1.0062
0.6475	9.5190	752	1.0109	0.6866	1.0109	1.0054
0.6475	9.5443	754	1.0086	0.7033	1.0086	1.0043
0.6475	9.5696	756	1.0105	0.7033	1.0105	1.0052
0.6475	9.5949	758	1.0108	0.7033	1.0108	1.0054
0.6475	9.6203	760	1.0078	0.7033	1.0078	1.0039
0.6475	9.6456	762	1.0012	0.7033	1.0012	1.0006
0.6475	9.6709	764	0.9906	0.7033	0.9906	0.9953
0.6475	9.6962	766	0.9791	0.7033	0.9791	0.9895
0.6475	9.7215	768	0.9705	0.6541	0.9705	0.9852
0.6475	9.7468	770	0.9676	0.6541	0.9676	0.9837
0.6475	9.7722	772	0.9641	0.6495	0.9641	0.9819
0.6475	9.7975	774	0.9594	0.6495	0.9594	0.9795
0.6475	9.8228	776	0.9571	0.6495	0.9571	0.9783
0.6475	9.8481	778	0.9558	0.6495	0.9558	0.9776
0.6475	9.8734	780	0.9562	0.6495	0.9562	0.9779
0.6475	9.8987	782	0.9575	0.6495	0.9575	0.9785
0.6475	9.9241	784	0.9585	0.6495	0.9585	0.9790
0.6475	9.9494	786	0.9591	0.6495	0.9591	0.9793
0.6475	9.9747	788	0.9590	0.6495	0.9590	0.9793
0.6475	10.0	790	0.9590	0.6495	0.9590	0.9793

Framework versions

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