ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_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: 1.0711
• Qwk: 0.5251
• Mse: 1.0711
• Rmse: 1.0349

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0253	2	5.5257	-0.0284	5.5257	2.3507
No log	0.0506	4	3.1566	0.0597	3.1567	1.7767
No log	0.0759	6	2.4065	-0.1288	2.4065	1.5513
No log	0.1013	8	2.6228	-0.1596	2.6228	1.6195
No log	0.1266	10	1.8167	-0.0220	1.8167	1.3479
No log	0.1519	12	1.2412	0.2365	1.2412	1.1141
No log	0.1772	14	1.2650	0.2032	1.2650	1.1247
No log	0.2025	16	1.2830	0.2233	1.2830	1.1327
No log	0.2278	18	1.2668	0.2233	1.2668	1.1255
No log	0.2532	20	1.2421	0.2401	1.2421	1.1145
No log	0.2785	22	1.2512	0.2913	1.2512	1.1186
No log	0.3038	24	1.2933	0.2812	1.2933	1.1372
No log	0.3291	26	1.2919	0.3064	1.2919	1.1366
No log	0.3544	28	1.1810	0.2231	1.1810	1.0868
No log	0.3797	30	1.1324	0.2335	1.1324	1.0642
No log	0.4051	32	1.2156	0.2080	1.2156	1.1026
No log	0.4304	34	1.2581	0.2347	1.2581	1.1217
No log	0.4557	36	1.2374	0.2312	1.2374	1.1124
No log	0.4810	38	1.1507	0.2419	1.1507	1.0727
No log	0.5063	40	1.1426	0.1944	1.1426	1.0689
No log	0.5316	42	1.1628	0.2029	1.1628	1.0783
No log	0.5570	44	1.2321	0.2542	1.2321	1.1100
No log	0.5823	46	1.2874	0.1697	1.2874	1.1346
No log	0.6076	48	1.3445	0.1655	1.3445	1.1595
No log	0.6329	50	1.4509	0.0968	1.4509	1.2045
No log	0.6582	52	1.3949	0.1010	1.3949	1.1811
No log	0.6835	54	1.2871	0.2125	1.2871	1.1345
No log	0.7089	56	1.2100	0.2724	1.2100	1.1000
No log	0.7342	58	1.1767	0.2653	1.1767	1.0848
No log	0.7595	60	1.1267	0.2650	1.1267	1.0614
No log	0.7848	62	1.1139	0.2794	1.1139	1.0554
No log	0.8101	64	1.0953	0.2529	1.0953	1.0466
No log	0.8354	66	1.1340	0.2517	1.1340	1.0649
No log	0.8608	68	1.3108	0.2943	1.3108	1.1449
No log	0.8861	70	1.1675	0.2940	1.1675	1.0805
No log	0.9114	72	0.9667	0.4421	0.9667	0.9832
No log	0.9367	74	1.0984	0.3785	1.0984	1.0481
No log	0.9620	76	1.1611	0.2331	1.1611	1.0775
No log	0.9873	78	1.1240	0.1902	1.1240	1.0602
No log	1.0127	80	0.9465	0.3228	0.9465	0.9729
No log	1.0380	82	0.8963	0.4125	0.8963	0.9467
No log	1.0633	84	0.8852	0.5024	0.8852	0.9409
No log	1.0886	86	0.9244	0.5032	0.9244	0.9615
No log	1.1139	88	1.0836	0.4419	1.0836	1.0410
No log	1.1392	90	1.0973	0.4368	1.0973	1.0475
No log	1.1646	92	0.9255	0.5870	0.9255	0.9620
No log	1.1899	94	0.8551	0.5261	0.8551	0.9247
No log	1.2152	96	0.8466	0.5360	0.8466	0.9201
No log	1.2405	98	0.8331	0.5568	0.8331	0.9127
No log	1.2658	100	0.9148	0.5686	0.9148	0.9564
No log	1.2911	102	1.1770	0.4170	1.1770	1.0849
No log	1.3165	104	1.1114	0.4614	1.1114	1.0542
No log	1.3418	106	0.8516	0.5971	0.8516	0.9228
No log	1.3671	108	0.7946	0.5467	0.7946	0.8914
No log	1.3924	110	0.7911	0.5325	0.7911	0.8894
No log	1.4177	112	0.7969	0.5723	0.7969	0.8927
No log	1.4430	114	1.0347	0.4904	1.0347	1.0172
No log	1.4684	116	1.1838	0.4561	1.1838	1.0880
No log	1.4937	118	1.0973	0.4268	1.0973	1.0475
No log	1.5190	120	0.9149	0.3895	0.9149	0.9565
No log	1.5443	122	0.8437	0.4163	0.8437	0.9185
No log	1.5696	124	0.8538	0.4678	0.8538	0.9240
No log	1.5949	126	0.8438	0.5324	0.8438	0.9186
No log	1.6203	128	0.8016	0.5591	0.8016	0.8953
No log	1.6456	130	0.7595	0.5954	0.7595	0.8715
No log	1.6709	132	0.7801	0.6012	0.7801	0.8832
No log	1.6962	134	0.9394	0.5690	0.9394	0.9692
No log	1.7215	136	0.9692	0.5482	0.9692	0.9845
No log	1.7468	138	0.9923	0.5482	0.9923	0.9961
No log	1.7722	140	0.9266	0.5487	0.9266	0.9626
No log	1.7975	142	0.9325	0.5487	0.9325	0.9657
No log	1.8228	144	0.9964	0.5426	0.9964	0.9982
No log	1.8481	146	0.9480	0.5527	0.9480	0.9737
No log	1.8734	148	0.8246	0.6091	0.8246	0.9081
No log	1.8987	150	0.7499	0.6075	0.7499	0.8660
No log	1.9241	152	0.7736	0.5222	0.7736	0.8795
No log	1.9494	154	0.7508	0.6001	0.7508	0.8665
No log	1.9747	156	0.7540	0.5680	0.7540	0.8683
No log	2.0	158	1.0886	0.5257	1.0886	1.0434
No log	2.0253	160	1.4375	0.3769	1.4375	1.1989
No log	2.0506	162	1.3438	0.3787	1.3438	1.1592
No log	2.0759	164	1.0510	0.5339	1.0510	1.0252
No log	2.1013	166	0.9804	0.5766	0.9804	0.9902
No log	2.1266	168	0.9923	0.5557	0.9923	0.9962
No log	2.1519	170	1.0410	0.5495	1.0410	1.0203
No log	2.1772	172	1.2215	0.4705	1.2215	1.1052
No log	2.2025	174	1.3118	0.4574	1.3118	1.1454
No log	2.2278	176	1.0720	0.4674	1.0720	1.0354
No log	2.2532	178	0.8255	0.5009	0.8255	0.9086
No log	2.2785	180	0.7996	0.5061	0.7996	0.8942
No log	2.3038	182	0.7728	0.5362	0.7728	0.8791
No log	2.3291	184	0.9860	0.5576	0.9860	0.9930
No log	2.3544	186	1.2587	0.4787	1.2587	1.1219
No log	2.3797	188	1.1281	0.5391	1.1281	1.0621
No log	2.4051	190	0.8874	0.6057	0.8874	0.9420
No log	2.4304	192	0.8814	0.6069	0.8814	0.9388
No log	2.4557	194	0.8792	0.6069	0.8792	0.9377
No log	2.4810	196	0.9520	0.5718	0.9520	0.9757
No log	2.5063	198	0.9495	0.5664	0.9495	0.9744
No log	2.5316	200	0.9384	0.5896	0.9384	0.9687
No log	2.5570	202	0.8990	0.5899	0.8990	0.9482
No log	2.5823	204	0.8093	0.5756	0.8093	0.8996
No log	2.6076	206	0.7726	0.5911	0.7726	0.8790
No log	2.6329	208	0.8148	0.6430	0.8148	0.9026
No log	2.6582	210	0.8231	0.6353	0.8231	0.9073
No log	2.6835	212	0.8086	0.6465	0.8086	0.8992
No log	2.7089	214	0.8356	0.6336	0.8356	0.9141
No log	2.7342	216	1.0507	0.5562	1.0507	1.0250
No log	2.7595	218	1.1284	0.5306	1.1284	1.0623
No log	2.7848	220	0.9331	0.6023	0.9331	0.9660
No log	2.8101	222	0.7897	0.6354	0.7897	0.8886
No log	2.8354	224	0.7444	0.5991	0.7444	0.8628
No log	2.8608	226	0.7192	0.5072	0.7192	0.8481
No log	2.8861	228	0.7183	0.5303	0.7183	0.8475
No log	2.9114	230	0.7706	0.5801	0.7706	0.8778
No log	2.9367	232	0.8709	0.6014	0.8709	0.9332
No log	2.9620	234	0.8771	0.5849	0.8771	0.9365
No log	2.9873	236	0.7307	0.6278	0.7307	0.8548
No log	3.0127	238	0.6990	0.6526	0.6990	0.8360
No log	3.0380	240	0.7811	0.6112	0.7811	0.8838
No log	3.0633	242	0.9798	0.5501	0.9798	0.9899
No log	3.0886	244	1.1263	0.4887	1.1263	1.0613
No log	3.1139	246	1.0069	0.5154	1.0069	1.0035
No log	3.1392	248	0.8413	0.6132	0.8413	0.9173
No log	3.1646	250	0.8492	0.6191	0.8492	0.9215
No log	3.1899	252	0.9820	0.5471	0.9820	0.9910
No log	3.2152	254	0.9502	0.5607	0.9502	0.9748
No log	3.2405	256	0.9816	0.5306	0.9816	0.9908
No log	3.2658	258	0.9191	0.5806	0.9191	0.9587
No log	3.2911	260	0.7611	0.6566	0.7611	0.8724
No log	3.3165	262	0.6857	0.6187	0.6857	0.8281
No log	3.3418	264	0.6939	0.6100	0.6939	0.8330
No log	3.3671	266	0.7558	0.5857	0.7558	0.8694
No log	3.3924	268	0.8895	0.5979	0.8895	0.9431
No log	3.4177	270	0.9627	0.5418	0.9627	0.9812
No log	3.4430	272	0.9815	0.5216	0.9815	0.9907
No log	3.4684	274	0.8927	0.5756	0.8927	0.9448
No log	3.4937	276	0.7756	0.6419	0.7756	0.8807
No log	3.5190	278	0.7062	0.6310	0.7062	0.8403
No log	3.5443	280	0.7362	0.6062	0.7362	0.8580
No log	3.5696	282	0.8183	0.6006	0.8183	0.9046
No log	3.5949	284	0.7862	0.5923	0.7862	0.8867
No log	3.6203	286	0.7406	0.5693	0.7406	0.8606
No log	3.6456	288	0.7066	0.6023	0.7066	0.8406
No log	3.6709	290	0.7601	0.6422	0.7601	0.8718
No log	3.6962	292	0.8991	0.6003	0.8991	0.9482
No log	3.7215	294	0.8651	0.6235	0.8651	0.9301
No log	3.7468	296	0.9077	0.6056	0.9077	0.9528
No log	3.7722	298	0.7992	0.6607	0.7992	0.8940
No log	3.7975	300	0.6910	0.6630	0.6910	0.8312
No log	3.8228	302	0.6644	0.6411	0.6644	0.8151
No log	3.8481	304	0.6620	0.6458	0.6620	0.8136
No log	3.8734	306	0.7045	0.7064	0.7045	0.8394
No log	3.8987	308	0.8521	0.6501	0.8521	0.9231
No log	3.9241	310	0.8457	0.6257	0.8457	0.9196
No log	3.9494	312	0.7159	0.6922	0.7159	0.8461
No log	3.9747	314	0.6684	0.6320	0.6684	0.8176
No log	4.0	316	0.6600	0.6405	0.6600	0.8124
No log	4.0253	318	0.6480	0.6947	0.6480	0.8050
No log	4.0506	320	0.7264	0.6910	0.7264	0.8523
No log	4.0759	322	0.8107	0.6516	0.8107	0.9004
No log	4.1013	324	0.8716	0.6031	0.8716	0.9336
No log	4.1266	326	0.8140	0.6327	0.8140	0.9022
No log	4.1519	328	0.7816	0.6513	0.7816	0.8841
No log	4.1772	330	0.7386	0.6762	0.7386	0.8594
No log	4.2025	332	0.7881	0.6516	0.7881	0.8878
No log	4.2278	334	0.9617	0.5742	0.9617	0.9807
No log	4.2532	336	1.0193	0.5617	1.0193	1.0096
No log	4.2785	338	0.9113	0.5800	0.9113	0.9546
No log	4.3038	340	0.9373	0.5754	0.9373	0.9682
No log	4.3291	342	0.8481	0.6456	0.8481	0.9209
No log	4.3544	344	0.7480	0.6819	0.7480	0.8649
No log	4.3797	346	0.7104	0.6721	0.7104	0.8428
No log	4.4051	348	0.7054	0.6781	0.7054	0.8399
No log	4.4304	350	0.7696	0.6755	0.7696	0.8773
No log	4.4557	352	0.9425	0.5655	0.9425	0.9708
No log	4.4810	354	0.9342	0.5705	0.9342	0.9665
No log	4.5063	356	0.7615	0.6540	0.7615	0.8726
No log	4.5316	358	0.6296	0.6961	0.6296	0.7934
No log	4.5570	360	0.7224	0.6244	0.7224	0.8499
No log	4.5823	362	0.7297	0.6541	0.7297	0.8542
No log	4.6076	364	0.6553	0.7032	0.6553	0.8095
No log	4.6329	366	0.7017	0.6855	0.7017	0.8377
No log	4.6582	368	0.7928	0.6597	0.7928	0.8904
No log	4.6835	370	0.7915	0.6389	0.7915	0.8897
No log	4.7089	372	0.7663	0.6489	0.7663	0.8754
No log	4.7342	374	0.7643	0.6524	0.7643	0.8742
No log	4.7595	376	0.8162	0.6368	0.8162	0.9034
No log	4.7848	378	0.7897	0.6357	0.7897	0.8886
No log	4.8101	380	0.7275	0.6752	0.7275	0.8529
No log	4.8354	382	0.7312	0.6819	0.7312	0.8551
No log	4.8608	384	0.7978	0.6441	0.7978	0.8932
No log	4.8861	386	0.9281	0.6167	0.9281	0.9634
No log	4.9114	388	1.0447	0.5521	1.0447	1.0221
No log	4.9367	390	1.0431	0.5569	1.0431	1.0213
No log	4.9620	392	0.9319	0.6306	0.9319	0.9653
No log	4.9873	394	0.8273	0.6509	0.8273	0.9095
No log	5.0127	396	0.8245	0.6509	0.8245	0.9080
No log	5.0380	398	0.8703	0.6509	0.8703	0.9329
No log	5.0633	400	0.8842	0.6418	0.8842	0.9403
No log	5.0886	402	0.9514	0.6382	0.9514	0.9754
No log	5.1139	404	1.0410	0.5996	1.0410	1.0203
No log	5.1392	406	1.0141	0.5935	1.0141	1.0070
No log	5.1646	408	0.8526	0.6463	0.8526	0.9234
No log	5.1899	410	0.7092	0.6862	0.7092	0.8422
No log	5.2152	412	0.6872	0.6673	0.6872	0.8290
No log	5.2405	414	0.7088	0.6745	0.7088	0.8419
No log	5.2658	416	0.8355	0.6168	0.8355	0.9141
No log	5.2911	418	1.0864	0.5324	1.0864	1.0423
No log	5.3165	420	1.1367	0.5187	1.1367	1.0662
No log	5.3418	422	1.0593	0.5426	1.0593	1.0292
No log	5.3671	424	0.8965	0.6050	0.8965	0.9468
No log	5.3924	426	0.8765	0.6153	0.8765	0.9362
No log	5.4177	428	0.9431	0.6010	0.9431	0.9711
No log	5.4430	430	0.9898	0.5707	0.9898	0.9949
No log	5.4684	432	0.9342	0.6100	0.9342	0.9665
No log	5.4937	434	0.8317	0.6161	0.8317	0.9120
No log	5.5190	436	0.7647	0.6616	0.7647	0.8745
No log	5.5443	438	0.7567	0.6218	0.7567	0.8699
No log	5.5696	440	0.7900	0.6188	0.7900	0.8888
No log	5.5949	442	0.8990	0.5869	0.8990	0.9482
No log	5.6203	444	0.9907	0.5844	0.9907	0.9953
No log	5.6456	446	0.9957	0.5757	0.9957	0.9979
No log	5.6709	448	0.9121	0.5916	0.9121	0.9550
No log	5.6962	450	0.7962	0.6188	0.7962	0.8923
No log	5.7215	452	0.7704	0.6366	0.7704	0.8777
No log	5.7468	454	0.8030	0.6169	0.8030	0.8961
No log	5.7722	456	0.8734	0.6273	0.8734	0.9346
No log	5.7975	458	0.9334	0.5944	0.9334	0.9661
No log	5.8228	460	0.9907	0.5489	0.9907	0.9954
No log	5.8481	462	0.9461	0.5914	0.9461	0.9727
No log	5.8734	464	0.8355	0.6217	0.8355	0.9140
No log	5.8987	466	0.7307	0.6558	0.7307	0.8548
No log	5.9241	468	0.7107	0.6591	0.7107	0.8430
No log	5.9494	470	0.7290	0.7031	0.7290	0.8538
No log	5.9747	472	0.7985	0.6507	0.7985	0.8936
No log	6.0	474	0.9187	0.5717	0.9187	0.9585
No log	6.0253	476	0.9862	0.5707	0.9862	0.9931
No log	6.0506	478	0.9451	0.5718	0.9451	0.9721
No log	6.0759	480	0.8579	0.5862	0.8579	0.9262
No log	6.1013	482	0.8416	0.5937	0.8416	0.9174
No log	6.1266	484	0.8480	0.6080	0.8480	0.9209
No log	6.1519	486	0.8209	0.6168	0.8209	0.9060
No log	6.1772	488	0.8617	0.5987	0.8617	0.9283
No log	6.2025	490	0.8784	0.5972	0.8784	0.9372
No log	6.2278	492	0.8753	0.5955	0.8753	0.9356
No log	6.2532	494	0.8951	0.6004	0.8951	0.9461
No log	6.2785	496	0.8885	0.5918	0.8885	0.9426
No log	6.3038	498	0.9043	0.5847	0.9043	0.9509
0.4907	6.3291	500	0.8731	0.5839	0.8731	0.9344
0.4907	6.3544	502	0.7985	0.6217	0.7985	0.8936
0.4907	6.3797	504	0.7824	0.6299	0.7824	0.8846
0.4907	6.4051	506	0.7784	0.6427	0.7784	0.8823
0.4907	6.4304	508	0.7470	0.6618	0.7470	0.8643
0.4907	6.4557	510	0.6830	0.7015	0.6830	0.8264
0.4907	6.4810	512	0.6527	0.6958	0.6527	0.8079
0.4907	6.5063	514	0.6687	0.7078	0.6687	0.8178
0.4907	6.5316	516	0.6983	0.7049	0.6983	0.8356
0.4907	6.5570	518	0.7971	0.6261	0.7971	0.8928
0.4907	6.5823	520	0.8286	0.6313	0.8286	0.9103
0.4907	6.6076	522	0.7651	0.6458	0.7651	0.8747
0.4907	6.6329	524	0.6608	0.7328	0.6608	0.8129
0.4907	6.6582	526	0.6507	0.6925	0.6507	0.8066
0.4907	6.6835	528	0.6672	0.7130	0.6672	0.8168
0.4907	6.7089	530	0.7419	0.6647	0.7419	0.8614
0.4907	6.7342	532	0.8427	0.6257	0.8427	0.9180
0.4907	6.7595	534	0.8547	0.624	0.8547	0.9245
0.4907	6.7848	536	0.7957	0.625	0.7957	0.8920
0.4907	6.8101	538	0.7347	0.6427	0.7347	0.8571
0.4907	6.8354	540	0.7100	0.6455	0.7100	0.8426
0.4907	6.8608	542	0.7137	0.6633	0.7137	0.8448
0.4907	6.8861	544	0.7729	0.6601	0.7729	0.8792
0.4907	6.9114	546	0.9115	0.6013	0.9115	0.9547
0.4907	6.9367	548	0.9468	0.5910	0.9468	0.9730
0.4907	6.9620	550	0.8676	0.6200	0.8676	0.9315
0.4907	6.9873	552	0.7585	0.6590	0.7585	0.8709
0.4907	7.0127	554	0.7311	0.6827	0.7311	0.8550
0.4907	7.0380	556	0.7955	0.6448	0.7955	0.8919
0.4907	7.0633	558	0.9086	0.5836	0.9086	0.9532
0.4907	7.0886	560	0.9133	0.6059	0.9133	0.9557
0.4907	7.1139	562	0.8547	0.6078	0.8547	0.9245
0.4907	7.1392	564	0.8656	0.6078	0.8656	0.9304
0.4907	7.1646	566	0.8742	0.6140	0.8742	0.9350
0.4907	7.1899	568	0.9125	0.6210	0.9125	0.9553
0.4907	7.2152	570	0.9652	0.5890	0.9652	0.9824
0.4907	7.2405	572	0.9717	0.5968	0.9717	0.9857
0.4907	7.2658	574	0.9069	0.6166	0.9069	0.9523
0.4907	7.2911	576	0.8195	0.6357	0.8195	0.9052
0.4907	7.3165	578	0.7848	0.6207	0.7848	0.8859
0.4907	7.3418	580	0.8009	0.6127	0.8009	0.8949
0.4907	7.3671	582	0.8443	0.6181	0.8443	0.9189
0.4907	7.3924	584	0.8880	0.6251	0.8880	0.9423
0.4907	7.4177	586	0.8598	0.6251	0.8598	0.9273
0.4907	7.4430	588	0.7691	0.6336	0.7691	0.8770
0.4907	7.4684	590	0.7530	0.6338	0.7530	0.8678
0.4907	7.4937	592	0.7663	0.6345	0.7663	0.8754
0.4907	7.5190	594	0.7766	0.6350	0.7766	0.8812
0.4907	7.5443	596	0.8218	0.6245	0.8218	0.9065
0.4907	7.5696	598	0.8327	0.6414	0.8327	0.9125
0.4907	7.5949	600	0.8157	0.6315	0.8157	0.9032
0.4907	7.6203	602	0.8577	0.6314	0.8577	0.9261
0.4907	7.6456	604	0.8307	0.6261	0.8307	0.9114
0.4907	7.6709	606	0.8113	0.6430	0.8113	0.9007
0.4907	7.6962	608	0.8618	0.6352	0.8618	0.9283
0.4907	7.7215	610	0.9340	0.6124	0.9340	0.9664
0.4907	7.7468	612	0.9838	0.6149	0.9838	0.9919
0.4907	7.7722	614	0.9546	0.6191	0.9546	0.9770
0.4907	7.7975	616	0.8205	0.6190	0.8205	0.9058
0.4907	7.8228	618	0.7132	0.7170	0.7132	0.8445
0.4907	7.8481	620	0.6903	0.7278	0.6903	0.8309
0.4907	7.8734	622	0.6804	0.7278	0.6804	0.8249
0.4907	7.8987	624	0.6919	0.7255	0.6919	0.8318
0.4907	7.9241	626	0.8046	0.6667	0.8046	0.8970
0.4907	7.9494	628	1.0403	0.5663	1.0403	1.0199
0.4907	7.9747	630	1.1062	0.5539	1.1062	1.0518
0.4907	8.0	632	0.9922	0.5707	0.9922	0.9961
0.4907	8.0253	634	0.8504	0.6556	0.8504	0.9222
0.4907	8.0506	636	0.7733	0.6629	0.7733	0.8794
0.4907	8.0759	638	0.7138	0.6790	0.7138	0.8449
0.4907	8.1013	640	0.6831	0.7388	0.6831	0.8265
0.4907	8.1266	642	0.6840	0.7418	0.6840	0.8270
0.4907	8.1519	644	0.7097	0.7163	0.7097	0.8424
0.4907	8.1772	646	0.8018	0.6583	0.8018	0.8954
0.4907	8.2025	648	0.8388	0.6215	0.8388	0.9159
0.4907	8.2278	650	0.9170	0.5613	0.9170	0.9576
0.4907	8.2532	652	0.9969	0.5695	0.9969	0.9984
0.4907	8.2785	654	0.9606	0.5613	0.9606	0.9801
0.4907	8.3038	656	0.8336	0.6499	0.8336	0.9130
0.4907	8.3291	658	0.7395	0.6972	0.7395	0.8599
0.4907	8.3544	660	0.7128	0.7043	0.7128	0.8443
0.4907	8.3797	662	0.6928	0.7071	0.6928	0.8324
0.4907	8.4051	664	0.7382	0.6972	0.7382	0.8592
0.4907	8.4304	666	0.8750	0.6024	0.8750	0.9354
0.4907	8.4557	668	1.1542	0.5170	1.1542	1.0743
0.4907	8.4810	670	1.3885	0.4895	1.3885	1.1783
0.4907	8.5063	672	1.3724	0.4672	1.3724	1.1715
0.4907	8.5316	674	1.2611	0.4962	1.2611	1.1230
0.4907	8.5570	676	1.0711	0.5251	1.0711	1.0349

Framework versions

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