ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k14_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: 0.8081
• Qwk: 0.5267
• Mse: 0.8081
• Rmse: 0.8990

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	0.025	2	3.9126	0.0264	3.9126	1.9780
No log	0.05	4	1.8865	0.0924	1.8865	1.3735
No log	0.075	6	0.9109	0.0424	0.9109	0.9544
No log	0.1	8	0.9498	-0.0534	0.9498	0.9746
No log	0.125	10	0.8024	0.1038	0.8024	0.8958
No log	0.15	12	0.7531	0.1585	0.7531	0.8678
No log	0.175	14	0.7014	0.1456	0.7014	0.8375
No log	0.2	16	0.7616	0.1481	0.7616	0.8727
No log	0.225	18	0.9788	0.0837	0.9788	0.9893
No log	0.25	20	1.0870	0.0324	1.0870	1.0426
No log	0.275	22	0.9507	0.1344	0.9507	0.9750
No log	0.3	24	0.7786	0.2096	0.7786	0.8824
No log	0.325	26	0.6688	0.2164	0.6688	0.8178
No log	0.35	28	0.6800	0.2183	0.6800	0.8246
No log	0.375	30	0.6737	0.3260	0.6737	0.8208
No log	0.4	32	0.6902	0.3185	0.6902	0.8308
No log	0.425	34	0.6987	0.3895	0.6987	0.8359
No log	0.45	36	0.8342	0.3455	0.8342	0.9134
No log	0.475	38	0.8167	0.3313	0.8167	0.9037
No log	0.5	40	0.6374	0.3898	0.6374	0.7984
No log	0.525	42	0.6294	0.3737	0.6294	0.7934
No log	0.55	44	0.6441	0.4395	0.6441	0.8026
No log	0.575	46	0.7440	0.3611	0.7440	0.8626
No log	0.6	48	0.7257	0.3811	0.7257	0.8519
No log	0.625	50	0.6488	0.4574	0.6488	0.8055
No log	0.65	52	0.6584	0.4206	0.6584	0.8114
No log	0.675	54	0.6506	0.4426	0.6506	0.8066
No log	0.7	56	0.7169	0.4150	0.7169	0.8467
No log	0.725	58	0.7555	0.4284	0.7555	0.8692
No log	0.75	60	0.7179	0.4200	0.7179	0.8473
No log	0.775	62	0.6732	0.4796	0.6732	0.8205
No log	0.8	64	0.6767	0.4766	0.6767	0.8226
No log	0.825	66	0.6819	0.4766	0.6819	0.8258
No log	0.85	68	0.6801	0.4937	0.6801	0.8247
No log	0.875	70	0.7047	0.4910	0.7047	0.8395
No log	0.9	72	0.9211	0.4593	0.9211	0.9598
No log	0.925	74	0.8924	0.5089	0.8924	0.9447
No log	0.95	76	0.7032	0.5234	0.7032	0.8386
No log	0.975	78	1.0718	0.3754	1.0718	1.0353
No log	1.0	80	1.0947	0.3703	1.0947	1.0463
No log	1.025	82	0.7294	0.5377	0.7294	0.8541
No log	1.05	84	0.8150	0.4824	0.8150	0.9028
No log	1.075	86	1.1860	0.3959	1.1860	1.0890
No log	1.1	88	1.0974	0.4311	1.0974	1.0476
No log	1.125	90	0.8285	0.5034	0.8285	0.9102
No log	1.15	92	0.7513	0.4947	0.7513	0.8668
No log	1.175	94	0.7637	0.5068	0.7637	0.8739
No log	1.2	96	0.7410	0.5270	0.7410	0.8608
No log	1.225	98	0.7153	0.5070	0.7153	0.8458
No log	1.25	100	0.7952	0.4973	0.7952	0.8917
No log	1.275	102	0.8272	0.4918	0.8272	0.9095
No log	1.3	104	0.8235	0.5114	0.8235	0.9075
No log	1.325	106	0.8299	0.5153	0.8299	0.9110
No log	1.35	108	0.8381	0.4731	0.8381	0.9155
No log	1.375	110	0.8409	0.5327	0.8409	0.9170
No log	1.4	112	0.9093	0.5052	0.9093	0.9536
No log	1.425	114	1.0739	0.4146	1.0739	1.0363
No log	1.45	116	1.0860	0.4262	1.0860	1.0421
No log	1.475	118	0.9943	0.4515	0.9943	0.9971
No log	1.5	120	0.9846	0.4515	0.9846	0.9922
No log	1.525	122	0.8745	0.4713	0.8745	0.9352
No log	1.55	124	0.7171	0.5166	0.7171	0.8468
No log	1.575	126	0.6708	0.5180	0.6708	0.8190
No log	1.6	128	0.6956	0.5180	0.6956	0.8340
No log	1.625	130	0.7134	0.5590	0.7134	0.8446
No log	1.65	132	0.7148	0.5339	0.7148	0.8454
No log	1.675	134	0.7290	0.5248	0.7290	0.8538
No log	1.7	136	0.8059	0.5316	0.8059	0.8977
No log	1.725	138	0.9246	0.5140	0.9246	0.9616
No log	1.75	140	0.9924	0.4940	0.9924	0.9962
No log	1.775	142	1.2384	0.4771	1.2384	1.1128
No log	1.8	144	1.4224	0.4487	1.4224	1.1926
No log	1.825	146	1.2890	0.4590	1.2890	1.1353
No log	1.85	148	1.2174	0.4543	1.2174	1.1033
No log	1.875	150	1.0709	0.4819	1.0709	1.0348
No log	1.9	152	1.0607	0.5054	1.0607	1.0299
No log	1.925	154	1.0910	0.4670	1.0910	1.0445
No log	1.95	156	0.9920	0.5067	0.9920	0.9960
No log	1.975	158	0.9571	0.5117	0.9571	0.9783
No log	2.0	160	1.0864	0.5114	1.0864	1.0423
No log	2.025	162	1.1266	0.4957	1.1266	1.0614
No log	2.05	164	1.2555	0.4825	1.2555	1.1205
No log	2.075	166	1.1778	0.4792	1.1778	1.0852
No log	2.1	168	1.0224	0.5082	1.0224	1.0112
No log	2.125	170	0.9274	0.5408	0.9274	0.9630
No log	2.15	172	0.9468	0.5573	0.9468	0.9730
No log	2.175	174	1.0730	0.4939	1.0730	1.0358
No log	2.2	176	1.2839	0.4509	1.2839	1.1331
No log	2.225	178	1.2754	0.4509	1.2754	1.1294
No log	2.25	180	1.1919	0.4611	1.1919	1.0918
No log	2.275	182	1.0067	0.5020	1.0067	1.0033
No log	2.3	184	0.9487	0.5133	0.9487	0.9740
No log	2.325	186	0.9888	0.4837	0.9888	0.9944
No log	2.35	188	1.0807	0.4755	1.0807	1.0396
No log	2.375	190	1.0550	0.4805	1.0550	1.0271
No log	2.4	192	0.9863	0.5187	0.9863	0.9931
No log	2.425	194	0.9644	0.5063	0.9644	0.9820
No log	2.45	196	1.0938	0.4960	1.0938	1.0459
No log	2.475	198	1.4479	0.4695	1.4479	1.2033
No log	2.5	200	1.5763	0.4237	1.5763	1.2555
No log	2.525	202	1.3547	0.4771	1.3547	1.1639
No log	2.55	204	1.0680	0.5088	1.0680	1.0334
No log	2.575	206	0.9285	0.4969	0.9285	0.9636
No log	2.6	208	0.9201	0.5141	0.9201	0.9592
No log	2.625	210	0.8890	0.5245	0.8890	0.9429
No log	2.65	212	0.9616	0.4837	0.9616	0.9806
No log	2.675	214	1.0280	0.4811	1.0280	1.0139
No log	2.7	216	1.1352	0.4443	1.1352	1.0655
No log	2.725	218	1.0884	0.4839	1.0884	1.0433
No log	2.75	220	0.9420	0.4930	0.9420	0.9706
No log	2.775	222	0.8397	0.5552	0.8397	0.9164
No log	2.8	224	0.8608	0.5101	0.8608	0.9278
No log	2.825	226	0.9932	0.4922	0.9932	0.9966
No log	2.85	228	1.0470	0.4747	1.0470	1.0232
No log	2.875	230	1.1010	0.4637	1.1010	1.0493
No log	2.9	232	1.2123	0.4786	1.2123	1.1010
No log	2.925	234	1.2544	0.4863	1.2544	1.1200
No log	2.95	236	1.3297	0.4791	1.3297	1.1531
No log	2.975	238	1.3460	0.4725	1.3460	1.1602
No log	3.0	240	1.4120	0.4515	1.4120	1.1883
No log	3.025	242	1.4069	0.4565	1.4069	1.1861
No log	3.05	244	1.2693	0.4883	1.2693	1.1266
No log	3.075	246	1.2887	0.4769	1.2887	1.1352
No log	3.1	248	1.4327	0.4502	1.4327	1.1970
No log	3.125	250	1.5920	0.4032	1.5920	1.2618
No log	3.15	252	1.4603	0.4228	1.4603	1.2084
No log	3.175	254	1.0630	0.5080	1.0630	1.0310
No log	3.2	256	0.8170	0.5123	0.8170	0.9039
No log	3.225	258	0.8040	0.5279	0.8040	0.8967
No log	3.25	260	0.9470	0.4939	0.9470	0.9732
No log	3.275	262	1.1040	0.5	1.1040	1.0507
No log	3.3	264	1.2785	0.4132	1.2785	1.1307
No log	3.325	266	1.2597	0.4315	1.2597	1.1224
No log	3.35	268	1.1189	0.4722	1.1189	1.0578
No log	3.375	270	1.0509	0.5073	1.0509	1.0251
No log	3.4	272	1.1082	0.4693	1.1082	1.0527
No log	3.425	274	1.1267	0.4977	1.1267	1.0614
No log	3.45	276	1.0684	0.4980	1.0684	1.0336
No log	3.475	278	1.0345	0.5034	1.0345	1.0171
No log	3.5	280	1.1211	0.5107	1.1211	1.0588
No log	3.525	282	1.1404	0.4891	1.1404	1.0679
No log	3.55	284	1.2287	0.4637	1.2287	1.1085
No log	3.575	286	1.1734	0.4547	1.1734	1.0832
No log	3.6	288	1.0247	0.4942	1.0247	1.0123
No log	3.625	290	0.8057	0.5259	0.8057	0.8976
No log	3.65	292	0.7170	0.5306	0.7170	0.8467
No log	3.675	294	0.7042	0.5236	0.7042	0.8392
No log	3.7	296	0.7693	0.5529	0.7693	0.8771
No log	3.725	298	0.8513	0.5290	0.8513	0.9226
No log	3.75	300	0.9467	0.4810	0.9467	0.9730
No log	3.775	302	1.0017	0.4911	1.0017	1.0009
No log	3.8	304	0.9926	0.4866	0.9926	0.9963
No log	3.825	306	0.8801	0.5042	0.8801	0.9381
No log	3.85	308	0.7663	0.5350	0.7663	0.8754
No log	3.875	310	0.7431	0.5206	0.7431	0.8621
No log	3.9	312	0.7592	0.5104	0.7592	0.8713
No log	3.925	314	0.7880	0.4826	0.7880	0.8877
No log	3.95	316	0.8248	0.5223	0.8248	0.9082
No log	3.975	318	0.8139	0.5303	0.8139	0.9022
No log	4.0	320	0.8307	0.5260	0.8307	0.9114
No log	4.025	322	0.8781	0.5095	0.8781	0.9371
No log	4.05	324	1.0230	0.4958	1.0230	1.0114
No log	4.075	326	0.9802	0.4913	0.9802	0.9901
No log	4.1	328	0.8232	0.5415	0.8232	0.9073
No log	4.125	330	0.7321	0.5402	0.7321	0.8556
No log	4.15	332	0.7268	0.5486	0.7268	0.8526
No log	4.175	334	0.7444	0.5329	0.7444	0.8628
No log	4.2	336	0.8941	0.4955	0.8941	0.9456
No log	4.225	338	1.0202	0.4820	1.0202	1.0100
No log	4.25	340	0.9622	0.4913	0.9622	0.9809
No log	4.275	342	0.8607	0.5206	0.8607	0.9278
No log	4.3	344	0.7877	0.5706	0.7877	0.8875
No log	4.325	346	0.7774	0.5778	0.7774	0.8817
No log	4.35	348	0.7856	0.5679	0.7856	0.8863
No log	4.375	350	0.8161	0.5523	0.8161	0.9034
No log	4.4	352	0.9329	0.5041	0.9329	0.9659
No log	4.425	354	1.0632	0.5092	1.0632	1.0311
No log	4.45	356	1.0683	0.5092	1.0683	1.0336
No log	4.475	358	0.9425	0.5173	0.9425	0.9708
No log	4.5	360	0.7937	0.5503	0.7937	0.8909
No log	4.525	362	0.7292	0.5457	0.7292	0.8539
No log	4.55	364	0.7205	0.5643	0.7205	0.8488
No log	4.575	366	0.7231	0.5385	0.7231	0.8503
No log	4.6	368	0.8294	0.5228	0.8294	0.9107
No log	4.625	370	0.9624	0.5175	0.9624	0.9810
No log	4.65	372	0.9699	0.5002	0.9699	0.9848
No log	4.675	374	0.8341	0.5097	0.8341	0.9133
No log	4.7	376	0.7182	0.5644	0.7182	0.8474
No log	4.725	378	0.7268	0.5644	0.7268	0.8525
No log	4.75	380	0.7876	0.5265	0.7876	0.8875
No log	4.775	382	0.8604	0.5028	0.8604	0.9276
No log	4.8	384	0.8462	0.5120	0.8462	0.9199
No log	4.825	386	0.7839	0.5249	0.7839	0.8854
No log	4.85	388	0.7903	0.5602	0.7903	0.8890
No log	4.875	390	0.8314	0.5468	0.8314	0.9118
No log	4.9	392	0.9072	0.5019	0.9072	0.9524
No log	4.925	394	1.0481	0.5108	1.0481	1.0238
No log	4.95	396	1.1300	0.5080	1.1300	1.0630
No log	4.975	398	1.0745	0.5042	1.0745	1.0366
No log	5.0	400	0.9224	0.5041	0.9224	0.9604
No log	5.025	402	0.8005	0.5180	0.8005	0.8947
No log	5.05	404	0.7654	0.5333	0.7654	0.8748
No log	5.075	406	0.7840	0.5388	0.7840	0.8854
No log	5.1	408	0.8689	0.5070	0.8689	0.9321
No log	5.125	410	0.9254	0.5131	0.9254	0.9620
No log	5.15	412	0.9120	0.5047	0.9120	0.9550
No log	5.175	414	0.8842	0.5031	0.8842	0.9403
No log	5.2	416	0.8008	0.5333	0.8008	0.8949
No log	5.225	418	0.7196	0.5711	0.7196	0.8483
No log	5.25	420	0.6980	0.5813	0.6980	0.8354
No log	5.275	422	0.6851	0.5689	0.6851	0.8277
No log	5.3	424	0.7024	0.5601	0.7024	0.8381
No log	5.325	426	0.7646	0.5544	0.7646	0.8744
No log	5.35	428	0.8255	0.5298	0.8255	0.9086
No log	5.375	430	0.9033	0.4926	0.9033	0.9504
No log	5.4	432	0.8649	0.4973	0.8649	0.9300
No log	5.425	434	0.8071	0.5010	0.8071	0.8984
No log	5.45	436	0.8042	0.5025	0.8042	0.8968
No log	5.475	438	0.8262	0.5059	0.8262	0.9090
No log	5.5	440	0.8534	0.4953	0.8534	0.9238
No log	5.525	442	0.8663	0.4932	0.8663	0.9307
No log	5.55	444	0.8896	0.4915	0.8896	0.9432
No log	5.575	446	0.8930	0.4915	0.8930	0.9450
No log	5.6	448	0.8650	0.4883	0.8650	0.9301
No log	5.625	450	0.8962	0.4891	0.8962	0.9467
No log	5.65	452	0.8601	0.5273	0.8601	0.9274
No log	5.675	454	0.7738	0.5722	0.7738	0.8797
No log	5.7	456	0.6993	0.5464	0.6993	0.8363
No log	5.725	458	0.6988	0.5685	0.6988	0.8359
No log	5.75	460	0.7145	0.5532	0.7145	0.8453
No log	5.775	462	0.7267	0.5464	0.7267	0.8525
No log	5.8	464	0.7322	0.5462	0.7322	0.8557
No log	5.825	466	0.7165	0.5687	0.7165	0.8464
No log	5.85	468	0.7634	0.5178	0.7634	0.8737
No log	5.875	470	0.8136	0.5178	0.8136	0.9020
No log	5.9	472	0.8296	0.5174	0.8296	0.9108
No log	5.925	474	0.8282	0.5174	0.8282	0.9100
No log	5.95	476	0.8306	0.5222	0.8306	0.9114
No log	5.975	478	0.8028	0.5151	0.8028	0.8960
No log	6.0	480	0.7771	0.5453	0.7771	0.8816
No log	6.025	482	0.7718	0.5228	0.7718	0.8785
No log	6.05	484	0.7868	0.5218	0.7868	0.8870
No log	6.075	486	0.7746	0.5443	0.7746	0.8801
No log	6.1	488	0.7670	0.5347	0.7670	0.8758
No log	6.125	490	0.7695	0.5455	0.7695	0.8772
No log	6.15	492	0.8041	0.5157	0.8041	0.8967
No log	6.175	494	0.8674	0.5263	0.8674	0.9313
No log	6.2	496	0.8874	0.5183	0.8874	0.9420
No log	6.225	498	0.8557	0.5095	0.8557	0.9250
0.5086	6.25	500	0.7917	0.5244	0.7917	0.8898
0.5086	6.275	502	0.7411	0.5314	0.7411	0.8609
0.5086	6.3	504	0.7393	0.5238	0.7393	0.8598
0.5086	6.325	506	0.7771	0.5447	0.7771	0.8815
0.5086	6.35	508	0.8328	0.5228	0.8328	0.9126
0.5086	6.375	510	0.8746	0.5102	0.8746	0.9352
0.5086	6.4	512	0.9381	0.4911	0.9381	0.9686
0.5086	6.425	514	0.9055	0.5075	0.9055	0.9516
0.5086	6.45	516	0.8595	0.5151	0.8595	0.9271
0.5086	6.475	518	0.7874	0.5605	0.7874	0.8873
0.5086	6.5	520	0.7325	0.5818	0.7325	0.8559
0.5086	6.525	522	0.7155	0.5723	0.7155	0.8459
0.5086	6.55	524	0.7354	0.5777	0.7354	0.8576
0.5086	6.575	526	0.7932	0.5618	0.7932	0.8906
0.5086	6.6	528	0.8887	0.5104	0.8887	0.9427
0.5086	6.625	530	0.9979	0.4965	0.9979	0.9990
0.5086	6.65	532	1.0047	0.5009	1.0047	1.0024
0.5086	6.675	534	0.9672	0.5137	0.9672	0.9835
0.5086	6.7	536	0.8754	0.5696	0.8754	0.9356
0.5086	6.725	538	0.7857	0.5426	0.7857	0.8864
0.5086	6.75	540	0.7483	0.5599	0.7483	0.8651
0.5086	6.775	542	0.7382	0.5599	0.7382	0.8592
0.5086	6.8	544	0.7453	0.5343	0.7453	0.8633
0.5086	6.825	546	0.7987	0.5646	0.7987	0.8937
0.5086	6.85	548	0.8646	0.5369	0.8646	0.9298
0.5086	6.875	550	0.8873	0.5331	0.8873	0.9420
0.5086	6.9	552	0.8366	0.5418	0.8366	0.9147
0.5086	6.925	554	0.7641	0.5622	0.7641	0.8741
0.5086	6.95	556	0.7357	0.5832	0.7357	0.8577
0.5086	6.975	558	0.7135	0.5684	0.7135	0.8447
0.5086	7.0	560	0.7188	0.5629	0.7188	0.8478
0.5086	7.025	562	0.7178	0.5629	0.7178	0.8473
0.5086	7.05	564	0.7171	0.5629	0.7171	0.8468
0.5086	7.075	566	0.7429	0.5610	0.7429	0.8619
0.5086	7.1	568	0.7932	0.5581	0.7932	0.8906
0.5086	7.125	570	0.8038	0.5581	0.8038	0.8966
0.5086	7.15	572	0.8124	0.5532	0.8124	0.9013
0.5086	7.175	574	0.8250	0.5655	0.8250	0.9083
0.5086	7.2	576	0.8608	0.5557	0.8608	0.9278
0.5086	7.225	578	0.8807	0.5082	0.8807	0.9385
0.5086	7.25	580	0.8676	0.5486	0.8676	0.9314
0.5086	7.275	582	0.8640	0.5427	0.8640	0.9295
0.5086	7.3	584	0.8501	0.5427	0.8501	0.9220
0.5086	7.325	586	0.8709	0.5208	0.8709	0.9332
0.5086	7.35	588	0.9116	0.5128	0.9116	0.9548
0.5086	7.375	590	0.9687	0.5066	0.9687	0.9842
0.5086	7.4	592	0.9829	0.5111	0.9829	0.9914
0.5086	7.425	594	0.9421	0.5066	0.9421	0.9706
0.5086	7.45	596	0.8707	0.5270	0.8707	0.9331
0.5086	7.475	598	0.8161	0.5252	0.8161	0.9034
0.5086	7.5	600	0.7726	0.5355	0.7726	0.8790
0.5086	7.525	602	0.7418	0.5422	0.7418	0.8613
0.5086	7.55	604	0.7449	0.5410	0.7449	0.8631
0.5086	7.575	606	0.7643	0.5463	0.7643	0.8742
0.5086	7.6	608	0.7876	0.5712	0.7876	0.8875
0.5086	7.625	610	0.7910	0.5660	0.7910	0.8894
0.5086	7.65	612	0.7951	0.5416	0.7951	0.8917
0.5086	7.675	614	0.8119	0.5178	0.8119	0.9010
0.5086	7.7	616	0.8136	0.5416	0.8136	0.9020
0.5086	7.725	618	0.7978	0.5443	0.7978	0.8932
0.5086	7.75	620	0.7539	0.5314	0.7539	0.8683
0.5086	7.775	622	0.7248	0.5509	0.7248	0.8514
0.5086	7.8	624	0.7310	0.5509	0.7310	0.8550
0.5086	7.825	626	0.7388	0.5382	0.7388	0.8595
0.5086	7.85	628	0.7332	0.5264	0.7332	0.8562
0.5086	7.875	630	0.7436	0.5304	0.7436	0.8623
0.5086	7.9	632	0.7414	0.5304	0.7414	0.8610
0.5086	7.925	634	0.7268	0.5400	0.7268	0.8525
0.5086	7.95	636	0.7333	0.5648	0.7333	0.8563
0.5086	7.975	638	0.7640	0.5674	0.7640	0.8741
0.5086	8.0	640	0.8154	0.5140	0.8154	0.9030
0.5086	8.025	642	0.8823	0.5159	0.8823	0.9393
0.5086	8.05	644	0.9110	0.5189	0.9110	0.9545
0.5086	8.075	646	0.8887	0.5159	0.8887	0.9427
0.5086	8.1	648	0.8324	0.5180	0.8324	0.9124
0.5086	8.125	650	0.7732	0.5672	0.7732	0.8793
0.5086	8.15	652	0.7218	0.5547	0.7218	0.8496
0.5086	8.175	654	0.7069	0.5589	0.7069	0.8408
0.5086	8.2	656	0.7066	0.5535	0.7066	0.8406
0.5086	8.225	658	0.7199	0.5589	0.7199	0.8485
0.5086	8.25	660	0.7471	0.5407	0.7471	0.8644
0.5086	8.275	662	0.7834	0.5349	0.7834	0.8851
0.5086	8.3	664	0.8303	0.5458	0.8303	0.9112
0.5086	8.325	666	0.8925	0.5107	0.8925	0.9447
0.5086	8.35	668	0.9202	0.5147	0.9202	0.9593
0.5086	8.375	670	0.9104	0.5189	0.9104	0.9541
0.5086	8.4	672	0.8740	0.5112	0.8740	0.9349
0.5086	8.425	674	0.8334	0.5137	0.8334	0.9129
0.5086	8.45	676	0.7972	0.5568	0.7972	0.8929
0.5086	8.475	678	0.7687	0.5581	0.7687	0.8767
0.5086	8.5	680	0.7466	0.5584	0.7466	0.8640
0.5086	8.525	682	0.7430	0.5736	0.7430	0.8619
0.5086	8.55	684	0.7561	0.5581	0.7561	0.8696
0.5086	8.575	686	0.7787	0.5505	0.7787	0.8825
0.5086	8.6	688	0.8068	0.5427	0.8068	0.8982
0.5086	8.625	690	0.8286	0.5180	0.8286	0.9102
0.5086	8.65	692	0.8364	0.5137	0.8364	0.9145
0.5086	8.675	694	0.8155	0.5631	0.8155	0.9031
0.5086	8.7	696	0.7877	0.5581	0.7877	0.8875
0.5086	8.725	698	0.7536	0.5382	0.7536	0.8681
0.5086	8.75	700	0.7305	0.5276	0.7305	0.8547
0.5086	8.775	702	0.7125	0.5371	0.7125	0.8441
0.5086	8.8	704	0.7075	0.5450	0.7075	0.8411
0.5086	8.825	706	0.7178	0.5356	0.7178	0.8472
0.5086	8.85	708	0.7243	0.5223	0.7243	0.8511
0.5086	8.875	710	0.7250	0.5223	0.7250	0.8515
0.5086	8.9	712	0.7342	0.5386	0.7342	0.8568
0.5086	8.925	714	0.7458	0.5544	0.7458	0.8636
0.5086	8.95	716	0.7576	0.5594	0.7576	0.8704
0.5086	8.975	718	0.7630	0.5581	0.7630	0.8735
0.5086	9.0	720	0.7646	0.5581	0.7646	0.8744
0.5086	9.025	722	0.7604	0.5594	0.7604	0.8720
0.5086	9.05	724	0.7520	0.5544	0.7520	0.8672
0.5086	9.075	726	0.7493	0.5495	0.7493	0.8656
0.5086	9.1	728	0.7376	0.5440	0.7376	0.8588
0.5086	9.125	730	0.7313	0.5398	0.7313	0.8551
0.5086	9.15	732	0.7330	0.5398	0.7330	0.8562
0.5086	9.175	734	0.7394	0.5635	0.7394	0.8599
0.5086	9.2	736	0.7463	0.5544	0.7463	0.8639
0.5086	9.225	738	0.7574	0.5595	0.7574	0.8703
0.5086	9.25	740	0.7742	0.5581	0.7742	0.8799
0.5086	9.275	742	0.7862	0.5568	0.7862	0.8867
0.5086	9.3	744	0.7893	0.5568	0.7893	0.8884
0.5086	9.325	746	0.7940	0.5327	0.7940	0.8910
0.5086	9.35	748	0.7926	0.5327	0.7926	0.8903
0.5086	9.375	750	0.7941	0.5327	0.7941	0.8911
0.5086	9.4	752	0.7965	0.5327	0.7965	0.8925
0.5086	9.425	754	0.7960	0.5327	0.7960	0.8922
0.5086	9.45	756	0.7893	0.5327	0.7893	0.8884
0.5086	9.475	758	0.7824	0.5632	0.7824	0.8845
0.5086	9.5	760	0.7761	0.5595	0.7761	0.8809
0.5086	9.525	762	0.7738	0.5595	0.7738	0.8797
0.5086	9.55	764	0.7745	0.5595	0.7745	0.8800
0.5086	9.575	766	0.7723	0.5595	0.7723	0.8788
0.5086	9.6	768	0.7693	0.5675	0.7693	0.8771
0.5086	9.625	770	0.7725	0.5675	0.7725	0.8789
0.5086	9.65	772	0.7768	0.5595	0.7768	0.8813
0.5086	9.675	774	0.7846	0.5632	0.7846	0.8858
0.5086	9.7	776	0.7918	0.5391	0.7918	0.8898
0.5086	9.725	778	0.7979	0.5267	0.7979	0.8932
0.5086	9.75	780	0.8020	0.5267	0.8020	0.8956
0.5086	9.775	782	0.8049	0.5267	0.8049	0.8972
0.5086	9.8	784	0.8071	0.5267	0.8071	0.8984
0.5086	9.825	786	0.8085	0.5267	0.8085	0.8992
0.5086	9.85	788	0.8096	0.5267	0.8096	0.8998
0.5086	9.875	790	0.8100	0.5267	0.8100	0.9000
0.5086	9.9	792	0.8092	0.5267	0.8092	0.8996
0.5086	9.925	794	0.8087	0.5267	0.8087	0.8993
0.5086	9.95	796	0.8080	0.5267	0.8080	0.8989
0.5086	9.975	798	0.8081	0.5267	0.8081	0.8989
0.5086	10.0	800	0.8081	0.5267	0.8081	0.8990

Framework versions

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