ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k19_task5_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: 0.8455
• Qwk: 0.6816
• Mse: 0.8455
• Rmse: 0.9195

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	0.0270	2	2.3469	0.0467	2.3469	1.5320
No log	0.0541	4	1.5017	0.2429	1.5017	1.2254
No log	0.0811	6	1.4069	0.1820	1.4069	1.1861
No log	0.1081	8	1.4569	0.2384	1.4569	1.2070
No log	0.1351	10	1.4834	0.3258	1.4834	1.2180
No log	0.1622	12	1.3830	0.2032	1.3830	1.1760
No log	0.1892	14	1.3927	0.2256	1.3927	1.1801
No log	0.2162	16	1.3902	0.2495	1.3902	1.1791
No log	0.2432	18	1.5132	0.3189	1.5132	1.2301
No log	0.2703	20	1.4384	0.3181	1.4384	1.1993
No log	0.2973	22	1.2999	0.2411	1.2999	1.1401
No log	0.3243	24	1.3391	0.3253	1.3391	1.1572
No log	0.3514	26	1.4934	0.3625	1.4934	1.2221
No log	0.3784	28	1.2571	0.3490	1.2571	1.1212
No log	0.4054	30	1.1513	0.3556	1.1513	1.0730
No log	0.4324	32	1.1404	0.3345	1.1404	1.0679
No log	0.4595	34	1.2925	0.3490	1.2925	1.1369
No log	0.4865	36	1.7782	0.3739	1.7782	1.3335
No log	0.5135	38	1.8576	0.3691	1.8576	1.3629
No log	0.5405	40	1.5549	0.4170	1.5549	1.2470
No log	0.5676	42	1.1533	0.2872	1.1533	1.0739
No log	0.5946	44	1.0926	0.3159	1.0926	1.0453
No log	0.6216	46	1.0924	0.2972	1.0924	1.0452
No log	0.6486	48	1.0917	0.3077	1.0917	1.0449
No log	0.6757	50	1.2413	0.3695	1.2413	1.1141
No log	0.7027	52	1.6604	0.3899	1.6604	1.2886
No log	0.7297	54	1.7409	0.4190	1.7409	1.3194
No log	0.7568	56	1.4249	0.4420	1.4249	1.1937
No log	0.7838	58	1.1355	0.4222	1.1355	1.0656
No log	0.8108	60	1.1393	0.4406	1.1393	1.0674
No log	0.8378	62	1.2897	0.4676	1.2897	1.1356
No log	0.8649	64	1.6745	0.4497	1.6745	1.2940
No log	0.8919	66	1.6288	0.4438	1.6288	1.2762
No log	0.9189	68	1.1828	0.5287	1.1828	1.0876
No log	0.9459	70	0.9050	0.5704	0.9050	0.9513
No log	0.9730	72	0.8292	0.6003	0.8292	0.9106
No log	1.0	74	0.8425	0.5574	0.8425	0.9179
No log	1.0270	76	0.9362	0.5553	0.9362	0.9675
No log	1.0541	78	1.0433	0.5532	1.0433	1.0214
No log	1.0811	80	1.0487	0.5417	1.0487	1.0241
No log	1.1081	82	1.0543	0.5463	1.0543	1.0268
No log	1.1351	84	0.9885	0.6303	0.9885	0.9942
No log	1.1622	86	0.9640	0.6356	0.9640	0.9818
No log	1.1892	88	0.9829	0.6534	0.9829	0.9914
No log	1.2162	90	0.9131	0.6501	0.9131	0.9556
No log	1.2432	92	0.8639	0.6538	0.8639	0.9294
No log	1.2703	94	0.9793	0.6450	0.9793	0.9896
No log	1.2973	96	1.0563	0.6306	1.0563	1.0278
No log	1.3243	98	1.3297	0.5889	1.3297	1.1531
No log	1.3514	100	1.2910	0.6006	1.2910	1.1362
No log	1.3784	102	1.0757	0.6317	1.0757	1.0372
No log	1.4054	104	1.0715	0.6317	1.0715	1.0351
No log	1.4324	106	1.0884	0.6170	1.0884	1.0433
No log	1.4595	108	0.9896	0.6190	0.9896	0.9948
No log	1.4865	110	1.0561	0.6414	1.0561	1.0277
No log	1.5135	112	1.2607	0.6034	1.2607	1.1228
No log	1.5405	114	1.4970	0.5416	1.4970	1.2235
No log	1.5676	116	1.1932	0.6213	1.1932	1.0923
No log	1.5946	118	0.7973	0.7001	0.7973	0.8929
No log	1.6216	120	0.6932	0.6588	0.6932	0.8326
No log	1.6486	122	0.6861	0.6724	0.6861	0.8283
No log	1.6757	124	0.7372	0.6916	0.7372	0.8586
No log	1.7027	126	0.8657	0.6628	0.8657	0.9304
No log	1.7297	128	1.0907	0.6236	1.0907	1.0443
No log	1.7568	130	1.0893	0.6189	1.0893	1.0437
No log	1.7838	132	0.9249	0.6160	0.9249	0.9617
No log	1.8108	134	0.7449	0.6527	0.7449	0.8631
No log	1.8378	136	0.7074	0.6413	0.7074	0.8411
No log	1.8649	138	0.7473	0.6756	0.7473	0.8645
No log	1.8919	140	0.8891	0.6592	0.8891	0.9429
No log	1.9189	142	0.8428	0.6784	0.8428	0.9181
No log	1.9459	144	0.8758	0.6662	0.8758	0.9359
No log	1.9730	146	0.8185	0.6881	0.8185	0.9047
No log	2.0	148	0.6976	0.6735	0.6976	0.8352
No log	2.0270	150	0.6968	0.6756	0.6968	0.8347
No log	2.0541	152	0.7696	0.7201	0.7696	0.8773
No log	2.0811	154	0.9463	0.6410	0.9463	0.9728
No log	2.1081	156	0.9251	0.6410	0.9251	0.9618
No log	2.1351	158	0.7552	0.7188	0.7552	0.8690
No log	2.1622	160	0.6506	0.7153	0.6506	0.8066
No log	2.1892	162	0.6277	0.6955	0.6277	0.7922
No log	2.2162	164	0.6571	0.7368	0.6571	0.8106
No log	2.2432	166	0.7039	0.7231	0.7039	0.8390
No log	2.2703	168	0.6660	0.7321	0.6660	0.8161
No log	2.2973	170	0.6329	0.7247	0.6329	0.7956
No log	2.3243	172	0.6246	0.7093	0.6246	0.7903
No log	2.3514	174	0.6351	0.7081	0.6351	0.7969
No log	2.3784	176	0.6595	0.7322	0.6595	0.8121
No log	2.4054	178	0.7657	0.7074	0.7657	0.8751
No log	2.4324	180	0.8008	0.6972	0.8008	0.8949
No log	2.4595	182	0.7691	0.6975	0.7691	0.8770
No log	2.4865	184	0.6817	0.7095	0.6817	0.8256
No log	2.5135	186	0.6671	0.7107	0.6671	0.8168
No log	2.5405	188	0.7235	0.7149	0.7235	0.8506
No log	2.5676	190	0.9604	0.6647	0.9604	0.9800
No log	2.5946	192	1.3375	0.5784	1.3375	1.1565
No log	2.6216	194	1.3707	0.5690	1.3707	1.1708
No log	2.6486	196	1.1108	0.6217	1.1108	1.0539
No log	2.6757	198	0.7968	0.6734	0.7968	0.8926
No log	2.7027	200	0.6920	0.7178	0.6920	0.8319
No log	2.7297	202	0.6929	0.7028	0.6929	0.8324
No log	2.7568	204	0.7603	0.6912	0.7603	0.8720
No log	2.7838	206	0.9005	0.6508	0.9005	0.9489
No log	2.8108	208	1.0188	0.6374	1.0188	1.0093
No log	2.8378	210	1.1225	0.6258	1.1225	1.0595
No log	2.8649	212	0.9697	0.6431	0.9697	0.9847
No log	2.8919	214	0.8159	0.6809	0.8159	0.9033
No log	2.9189	216	0.7233	0.7000	0.7233	0.8505
No log	2.9459	218	0.7498	0.6962	0.7498	0.8659
No log	2.9730	220	0.8957	0.6492	0.8957	0.9464
No log	3.0	222	0.9869	0.6370	0.9869	0.9934
No log	3.0270	224	0.9038	0.6612	0.9038	0.9507
No log	3.0541	226	0.7741	0.6995	0.7741	0.8798
No log	3.0811	228	0.7352	0.7041	0.7352	0.8575
No log	3.1081	230	0.6914	0.7124	0.6914	0.8315
No log	3.1351	232	0.7543	0.7037	0.7543	0.8685
No log	3.1622	234	0.8825	0.6571	0.8825	0.9394
No log	3.1892	236	0.9399	0.6525	0.9399	0.9695
No log	3.2162	238	0.8295	0.6830	0.8295	0.9108
No log	3.2432	240	0.6746	0.7150	0.6746	0.8213
No log	3.2703	242	0.6432	0.7267	0.6432	0.8020
No log	3.2973	244	0.6665	0.7101	0.6665	0.8164
No log	3.3243	246	0.7971	0.6852	0.7971	0.8928
No log	3.3514	248	0.9198	0.6488	0.9198	0.9591
No log	3.3784	250	0.9125	0.6363	0.9125	0.9552
No log	3.4054	252	0.8222	0.6469	0.8222	0.9068
No log	3.4324	254	0.7662	0.6818	0.7662	0.8753
No log	3.4595	256	0.7509	0.7289	0.7509	0.8665
No log	3.4865	258	0.8026	0.7063	0.8026	0.8959
No log	3.5135	260	0.8578	0.6928	0.8578	0.9262
No log	3.5405	262	0.8910	0.6778	0.8910	0.9439
No log	3.5676	264	0.8758	0.6843	0.8758	0.9359
No log	3.5946	266	0.8184	0.6976	0.8184	0.9047
No log	3.6216	268	0.7955	0.6793	0.7955	0.8919
No log	3.6486	270	0.7957	0.6668	0.7957	0.8920
No log	3.6757	272	0.8647	0.6486	0.8647	0.9299
No log	3.7027	274	0.8812	0.6477	0.8812	0.9387
No log	3.7297	276	0.8389	0.6713	0.8389	0.9159
No log	3.7568	278	0.8722	0.6688	0.8722	0.9339
No log	3.7838	280	0.8225	0.6949	0.8225	0.9069
No log	3.8108	282	0.7929	0.6885	0.7929	0.8904
No log	3.8378	284	0.8449	0.6900	0.8449	0.9192
No log	3.8649	286	0.9924	0.6377	0.9924	0.9962
No log	3.8919	288	1.0886	0.6168	1.0886	1.0433
No log	3.9189	290	1.0386	0.6088	1.0386	1.0191
No log	3.9459	292	0.9272	0.6592	0.9272	0.9629
No log	3.9730	294	0.8810	0.6636	0.8810	0.9386
No log	4.0	296	0.8376	0.6697	0.8376	0.9152
No log	4.0270	298	0.8609	0.6680	0.8609	0.9279
No log	4.0541	300	0.9245	0.6439	0.9245	0.9615
No log	4.0811	302	0.8998	0.6427	0.8998	0.9486
No log	4.1081	304	0.8198	0.6617	0.8198	0.9054
No log	4.1351	306	0.7039	0.7041	0.7039	0.8390
No log	4.1622	308	0.6666	0.7014	0.6666	0.8165
No log	4.1892	310	0.6776	0.7147	0.6776	0.8232
No log	4.2162	312	0.7383	0.6797	0.7383	0.8592
No log	4.2432	314	0.8559	0.6556	0.8559	0.9252
No log	4.2703	316	1.0110	0.6499	1.0110	1.0055
No log	4.2973	318	1.0346	0.6499	1.0346	1.0171
No log	4.3243	320	0.9826	0.6499	0.9826	0.9912
No log	4.3514	322	0.8766	0.6402	0.8766	0.9363
No log	4.3784	324	0.7725	0.6677	0.7725	0.8789
No log	4.4054	326	0.7714	0.6609	0.7714	0.8783
No log	4.4324	328	0.7690	0.6685	0.7690	0.8769
No log	4.4595	330	0.7685	0.6749	0.7685	0.8766
No log	4.4865	332	0.7883	0.6933	0.7883	0.8878
No log	4.5135	334	0.8946	0.6655	0.8946	0.9458
No log	4.5405	336	1.0734	0.6718	1.0734	1.0361
No log	4.5676	338	1.0821	0.6524	1.0821	1.0402
No log	4.5946	340	0.9706	0.6606	0.9706	0.9852
No log	4.6216	342	0.9242	0.6543	0.9242	0.9614
No log	4.6486	344	0.9023	0.6548	0.9023	0.9499
No log	4.6757	346	0.9338	0.6671	0.9338	0.9663
No log	4.7027	348	1.0263	0.6565	1.0263	1.0131
No log	4.7297	350	1.0879	0.6240	1.0879	1.0430
No log	4.7568	352	1.0307	0.6436	1.0307	1.0152
No log	4.7838	354	0.8616	0.6781	0.8616	0.9282
No log	4.8108	356	0.8078	0.6859	0.8078	0.8988
No log	4.8378	358	0.8632	0.6722	0.8632	0.9291
No log	4.8649	360	1.0299	0.6601	1.0299	1.0149
No log	4.8919	362	1.1054	0.6501	1.1054	1.0514
No log	4.9189	364	1.0592	0.6505	1.0592	1.0292
No log	4.9459	366	0.9838	0.6465	0.9838	0.9919
No log	4.9730	368	0.8486	0.6951	0.8486	0.9212
No log	5.0	370	0.7486	0.6896	0.7486	0.8652
No log	5.0270	372	0.6882	0.6896	0.6882	0.8296
No log	5.0541	374	0.6873	0.7026	0.6873	0.8291
No log	5.0811	376	0.7436	0.6964	0.7436	0.8623
No log	5.1081	378	0.8740	0.6737	0.8740	0.9349
No log	5.1351	380	0.9922	0.6436	0.9922	0.9961
No log	5.1622	382	0.9745	0.6436	0.9745	0.9871
No log	5.1892	384	0.8784	0.6603	0.8784	0.9372
No log	5.2162	386	0.8374	0.6799	0.8374	0.9151
No log	5.2432	388	0.8138	0.6896	0.8138	0.9021
No log	5.2703	390	0.7810	0.6896	0.7810	0.8837
No log	5.2973	392	0.7687	0.6939	0.7687	0.8768
No log	5.3243	394	0.7539	0.6887	0.7539	0.8683
No log	5.3514	396	0.7601	0.6843	0.7601	0.8719
No log	5.3784	398	0.8390	0.6870	0.8390	0.9160
No log	5.4054	400	0.9303	0.6697	0.9303	0.9645
No log	5.4324	402	0.9034	0.6858	0.9034	0.9505
No log	5.4595	404	0.8708	0.6900	0.8708	0.9331
No log	5.4865	406	0.8235	0.6918	0.8235	0.9075
No log	5.5135	408	0.7598	0.6868	0.7598	0.8717
No log	5.5405	410	0.7424	0.6868	0.7424	0.8616
No log	5.5676	412	0.7093	0.6919	0.7093	0.8422
No log	5.5946	414	0.7282	0.6875	0.7282	0.8533
No log	5.6216	416	0.7623	0.6818	0.7623	0.8731
No log	5.6486	418	0.8240	0.6852	0.8240	0.9077
No log	5.6757	420	0.8858	0.6773	0.8858	0.9412
No log	5.7027	422	0.8823	0.6773	0.8823	0.9393
No log	5.7297	424	0.8591	0.6714	0.8591	0.9269
No log	5.7568	426	0.8413	0.6756	0.8413	0.9172
No log	5.7838	428	0.8777	0.6756	0.8777	0.9368
No log	5.8108	430	0.9645	0.6499	0.9645	0.9821
No log	5.8378	432	1.0723	0.6439	1.0723	1.0355
No log	5.8649	434	1.0291	0.6480	1.0291	1.0144
No log	5.8919	436	0.8983	0.6705	0.8983	0.9478
No log	5.9189	438	0.7594	0.7048	0.7594	0.8714
No log	5.9459	440	0.6895	0.7205	0.6895	0.8304
No log	5.9730	442	0.6768	0.7166	0.6768	0.8227
No log	6.0	444	0.7189	0.7162	0.7189	0.8479
No log	6.0270	446	0.7897	0.6951	0.7897	0.8887
No log	6.0541	448	0.7888	0.6987	0.7888	0.8882
No log	6.0811	450	0.8068	0.6856	0.8068	0.8982
No log	6.1081	452	0.8758	0.6637	0.8758	0.9359
No log	6.1351	454	0.9103	0.6637	0.9103	0.9541
No log	6.1622	456	0.8692	0.6637	0.8692	0.9323
No log	6.1892	458	0.8457	0.6844	0.8457	0.9196
No log	6.2162	460	0.8125	0.6844	0.8125	0.9014
No log	6.2432	462	0.7664	0.7076	0.7664	0.8755
No log	6.2703	464	0.7127	0.7078	0.7127	0.8442
No log	6.2973	466	0.7061	0.7075	0.7061	0.8403
No log	6.3243	468	0.7400	0.6943	0.7400	0.8602
No log	6.3514	470	0.8349	0.6844	0.8349	0.9137
No log	6.3784	472	0.8950	0.6612	0.8950	0.9460
No log	6.4054	474	0.8937	0.6587	0.8937	0.9454
No log	6.4324	476	0.8489	0.6617	0.8489	0.9213
No log	6.4595	478	0.8016	0.6767	0.8016	0.8953
No log	6.4865	480	0.8047	0.6793	0.8047	0.8971
No log	6.5135	482	0.8043	0.6800	0.8043	0.8968
No log	6.5405	484	0.8307	0.6836	0.8307	0.9114
No log	6.5676	486	0.8099	0.6800	0.8099	0.9000
No log	6.5946	488	0.7611	0.6925	0.7611	0.8724
No log	6.6216	490	0.7194	0.7236	0.7194	0.8482
No log	6.6486	492	0.7140	0.7243	0.7140	0.8450
No log	6.6757	494	0.7310	0.7393	0.7310	0.8550
No log	6.7027	496	0.7998	0.6967	0.7998	0.8943
No log	6.7297	498	0.9119	0.6598	0.9119	0.9550
0.3381	6.7568	500	0.9582	0.6598	0.9582	0.9789
0.3381	6.7838	502	0.9168	0.6533	0.9168	0.9575
0.3381	6.8108	504	0.8145	0.6877	0.8145	0.9025
0.3381	6.8378	506	0.7374	0.7224	0.7374	0.8587
0.3381	6.8649	508	0.6872	0.7032	0.6872	0.8290
0.3381	6.8919	510	0.6696	0.7308	0.6696	0.8183
0.3381	6.9189	512	0.6854	0.7154	0.6854	0.8279
0.3381	6.9459	514	0.7393	0.7037	0.7393	0.8598
0.3381	6.9730	516	0.8421	0.6697	0.8421	0.9177
0.3381	7.0	518	0.9190	0.6731	0.9190	0.9586
0.3381	7.0270	520	0.9365	0.6731	0.9365	0.9678
0.3381	7.0541	522	0.8971	0.6723	0.8971	0.9471
0.3381	7.0811	524	0.8235	0.6795	0.8235	0.9075
0.3381	7.1081	526	0.7977	0.6806	0.7977	0.8931
0.3381	7.1351	528	0.7960	0.6806	0.7960	0.8922
0.3381	7.1622	530	0.8316	0.6784	0.8316	0.9119
0.3381	7.1892	532	0.8947	0.6697	0.8947	0.9459
0.3381	7.2162	534	0.9644	0.6621	0.9644	0.9821
0.3381	7.2432	536	1.0083	0.6424	1.0083	1.0041
0.3381	7.2703	538	0.9938	0.6589	0.9938	0.9969
0.3381	7.2973	540	0.9321	0.6621	0.9321	0.9655
0.3381	7.3243	542	0.8674	0.6766	0.8674	0.9314
0.3381	7.3514	544	0.8065	0.6607	0.8065	0.8981
0.3381	7.3784	546	0.7892	0.6767	0.7892	0.8884
0.3381	7.4054	548	0.8002	0.6732	0.8002	0.8946
0.3381	7.4324	550	0.7930	0.6853	0.7930	0.8905
0.3381	7.4595	552	0.8115	0.6697	0.8115	0.9009
0.3381	7.4865	554	0.8592	0.6680	0.8592	0.9269
0.3381	7.5135	556	0.9039	0.6587	0.9039	0.9507
0.3381	7.5405	558	0.9080	0.6621	0.9080	0.9529
0.3381	7.5676	560	0.8827	0.6621	0.8827	0.9395
0.3381	7.5946	562	0.8874	0.6535	0.8874	0.9420
0.3381	7.6216	564	0.8899	0.6524	0.8899	0.9433
0.3381	7.6486	566	0.8594	0.6607	0.8594	0.9270
0.3381	7.6757	568	0.8206	0.6724	0.8206	0.9059
0.3381	7.7027	570	0.7916	0.6687	0.7916	0.8897
0.3381	7.7297	572	0.7627	0.6761	0.7627	0.8733
0.3381	7.7568	574	0.7472	0.6769	0.7472	0.8644
0.3381	7.7838	576	0.7412	0.6732	0.7412	0.8609
0.3381	7.8108	578	0.7604	0.6767	0.7604	0.8720
0.3381	7.8378	580	0.7877	0.6784	0.7877	0.8875
0.3381	7.8649	582	0.8018	0.6870	0.8018	0.8954
0.3381	7.8919	584	0.8378	0.6781	0.8378	0.9153
0.3381	7.9189	586	0.8443	0.6816	0.8443	0.9189
0.3381	7.9459	588	0.8636	0.6816	0.8636	0.9293
0.3381	7.9730	590	0.8866	0.6663	0.8866	0.9416
0.3381	8.0	592	0.8896	0.6663	0.8896	0.9432
0.3381	8.0270	594	0.8878	0.6577	0.8878	0.9423
0.3381	8.0541	596	0.9138	0.6529	0.9138	0.9559
0.3381	8.0811	598	0.9529	0.6529	0.9529	0.9762
0.3381	8.1081	600	0.9913	0.6401	0.9913	0.9957
0.3381	8.1351	602	0.9904	0.6491	0.9904	0.9952
0.3381	8.1622	604	0.9616	0.6461	0.9616	0.9806
0.3381	8.1892	606	0.9120	0.6496	0.9120	0.9550
0.3381	8.2162	608	0.8863	0.6603	0.8863	0.9414
0.3381	8.2432	610	0.8488	0.6820	0.8488	0.9213
0.3381	8.2703	612	0.8275	0.6759	0.8275	0.9097
0.3381	8.2973	614	0.8233	0.6759	0.8233	0.9074
0.3381	8.3243	616	0.8259	0.6813	0.8259	0.9088
0.3381	8.3514	618	0.8334	0.6724	0.8334	0.9129
0.3381	8.3784	620	0.8376	0.6597	0.8376	0.9152
0.3381	8.4054	622	0.8519	0.6597	0.8519	0.9230
0.3381	8.4324	624	0.8594	0.6597	0.8594	0.9270
0.3381	8.4595	626	0.8527	0.6597	0.8527	0.9234
0.3381	8.4865	628	0.8444	0.6724	0.8444	0.9189
0.3381	8.5135	630	0.8263	0.6724	0.8263	0.9090
0.3381	8.5405	632	0.8092	0.6696	0.8092	0.8995
0.3381	8.5676	634	0.7901	0.6784	0.7901	0.8889
0.3381	8.5946	636	0.7838	0.6784	0.7838	0.8853
0.3381	8.6216	638	0.7831	0.6723	0.7831	0.8850
0.3381	8.6486	640	0.7905	0.6784	0.7905	0.8891
0.3381	8.6757	642	0.8027	0.6905	0.8027	0.8960
0.3381	8.7027	644	0.8131	0.6911	0.8131	0.9017
0.3381	8.7297	646	0.8117	0.6905	0.8117	0.9010
0.3381	8.7568	648	0.8286	0.6905	0.8286	0.9103
0.3381	8.7838	650	0.8601	0.6850	0.8601	0.9274
0.3381	8.8108	652	0.8919	0.6790	0.8919	0.9444
0.3381	8.8378	654	0.9180	0.6579	0.9180	0.9581
0.3381	8.8649	656	0.9229	0.6579	0.9229	0.9607
0.3381	8.8919	658	0.9128	0.6739	0.9128	0.9554
0.3381	8.9189	660	0.8976	0.6832	0.8976	0.9474
0.3381	8.9459	662	0.8687	0.6798	0.8687	0.9321
0.3381	8.9730	664	0.8302	0.6809	0.8302	0.9112
0.3381	9.0	666	0.7964	0.6820	0.7964	0.8924
0.3381	9.0270	668	0.7804	0.6751	0.7804	0.8834
0.3381	9.0541	670	0.7724	0.6751	0.7724	0.8789
0.3381	9.0811	672	0.7720	0.6714	0.7720	0.8787
0.3381	9.1081	674	0.7820	0.6751	0.7820	0.8843
0.3381	9.1351	676	0.8014	0.6723	0.8014	0.8952
0.3381	9.1622	678	0.8198	0.6723	0.8198	0.9054
0.3381	9.1892	680	0.8315	0.6809	0.8315	0.9119
0.3381	9.2162	682	0.8461	0.6816	0.8461	0.9199
0.3381	9.2432	684	0.8645	0.6798	0.8645	0.9298
0.3381	9.2703	686	0.8831	0.6798	0.8831	0.9397
0.3381	9.2973	688	0.9003	0.6705	0.9003	0.9488
0.3381	9.3243	690	0.9041	0.6705	0.9041	0.9508
0.3381	9.3514	692	0.8995	0.6705	0.8995	0.9484
0.3381	9.3784	694	0.8867	0.6816	0.8867	0.9416
0.3381	9.4054	696	0.8698	0.6816	0.8698	0.9326
0.3381	9.4324	698	0.8522	0.6816	0.8522	0.9231
0.3381	9.4595	700	0.8419	0.6731	0.8419	0.9175
0.3381	9.4865	702	0.8291	0.6827	0.8291	0.9105
0.3381	9.5135	704	0.8208	0.6820	0.8208	0.9060
0.3381	9.5405	706	0.8172	0.6820	0.8172	0.9040
0.3381	9.5676	708	0.8198	0.6827	0.8198	0.9054
0.3381	9.5946	710	0.8267	0.6827	0.8267	0.9093
0.3381	9.6216	712	0.8280	0.6827	0.8280	0.9100
0.3381	9.6486	714	0.8282	0.6827	0.8282	0.9100
0.3381	9.6757	716	0.8298	0.6827	0.8298	0.9109
0.3381	9.7027	718	0.8315	0.6827	0.8315	0.9119
0.3381	9.7297	720	0.8314	0.6827	0.8314	0.9118
0.3381	9.7568	722	0.8321	0.6827	0.8321	0.9122
0.3381	9.7838	724	0.8321	0.6827	0.8321	0.9122
0.3381	9.8108	726	0.8352	0.6827	0.8352	0.9139
0.3381	9.8378	728	0.8381	0.6827	0.8381	0.9155
0.3381	9.8649	730	0.8406	0.6827	0.8406	0.9168
0.3381	9.8919	732	0.8426	0.6911	0.8426	0.9179
0.3381	9.9189	734	0.8431	0.6816	0.8431	0.9182
0.3381	9.9459	736	0.8440	0.6816	0.8440	0.9187
0.3381	9.9730	738	0.8450	0.6816	0.8450	0.9192
0.3381	10.0	740	0.8455	0.6816	0.8455	0.9195

Framework versions

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