ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k19_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: 0.7487
• Qwk: 0.4930
• Mse: 0.7487
• Rmse: 0.8653

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	0.0208	2	3.9386	-0.0206	3.9386	1.9846
No log	0.0417	4	1.9885	0.0696	1.9885	1.4101
No log	0.0625	6	1.3237	-0.0035	1.3237	1.1505
No log	0.0833	8	0.8256	0.0283	0.8256	0.9086
No log	0.1042	10	0.8252	0.0331	0.8252	0.9084
No log	0.125	12	0.8747	0.1344	0.8747	0.9353
No log	0.1458	14	0.8745	0.1171	0.8745	0.9351
No log	0.1667	16	0.8653	0.0754	0.8653	0.9302
No log	0.1875	18	0.8834	0.0985	0.8834	0.9399
No log	0.2083	20	0.7525	0.0939	0.7525	0.8675
No log	0.2292	22	0.7195	0.2200	0.7195	0.8482
No log	0.25	24	0.7159	0.2645	0.7159	0.8461
No log	0.2708	26	0.7263	0.1696	0.7263	0.8522
No log	0.2917	28	0.7203	0.1706	0.7203	0.8487
No log	0.3125	30	0.7169	0.1565	0.7169	0.8467
No log	0.3333	32	0.7038	0.2246	0.7038	0.8389
No log	0.3542	34	0.7227	0.2061	0.7227	0.8501
No log	0.375	36	0.7588	0.1409	0.7588	0.8711
No log	0.3958	38	0.7820	0.1552	0.7820	0.8843
No log	0.4167	40	0.9569	0.1218	0.9569	0.9782
No log	0.4375	42	1.0505	0.1303	1.0505	1.0249
No log	0.4583	44	0.8895	0.2569	0.8895	0.9431
No log	0.4792	46	1.0319	0.2082	1.0319	1.0158
No log	0.5	48	1.6522	0.1759	1.6522	1.2854
No log	0.5208	50	1.7104	0.0862	1.7104	1.3078
No log	0.5417	52	1.5416	0.2150	1.5416	1.2416
No log	0.5625	54	1.0377	0.3059	1.0377	1.0187
No log	0.5833	56	1.0960	0.2853	1.0960	1.0469
No log	0.6042	58	0.9775	0.2941	0.9775	0.9887
No log	0.625	60	0.9102	0.3086	0.9102	0.9540
No log	0.6458	62	0.8788	0.2652	0.8788	0.9375
No log	0.6667	64	0.9040	0.2853	0.9040	0.9508
No log	0.6875	66	0.8796	0.2553	0.8796	0.9379
No log	0.7083	68	1.3874	0.2049	1.3874	1.1779
No log	0.7292	70	1.3528	0.2100	1.3528	1.1631
No log	0.75	72	0.9709	0.2895	0.9709	0.9853
No log	0.7708	74	0.8371	0.2785	0.8371	0.9149
No log	0.7917	76	0.8423	0.2517	0.8423	0.9178
No log	0.8125	78	0.9993	0.2861	0.9993	0.9996
No log	0.8333	80	1.2985	0.2227	1.2985	1.1395
No log	0.8542	82	1.6476	0.2165	1.6476	1.2836
No log	0.875	84	2.0464	0.1570	2.0464	1.4305
No log	0.8958	86	1.8875	0.1851	1.8875	1.3739
No log	0.9167	88	1.3907	0.2568	1.3907	1.1793
No log	0.9375	90	0.8696	0.3265	0.8696	0.9325
No log	0.9583	92	0.8112	0.3176	0.8112	0.9007
No log	0.9792	94	0.7788	0.2948	0.7788	0.8825
No log	1.0	96	0.7978	0.3480	0.7978	0.8932
No log	1.0208	98	0.8379	0.3736	0.8379	0.9154
No log	1.0417	100	1.2357	0.2996	1.2357	1.1116
No log	1.0625	102	1.7700	0.2298	1.7700	1.3304
No log	1.0833	104	1.4444	0.3018	1.4444	1.2018
No log	1.1042	106	1.0293	0.3157	1.0293	1.0146
No log	1.125	108	1.1812	0.3580	1.1812	1.0868
No log	1.1458	110	1.6790	0.2842	1.6790	1.2958
No log	1.1667	112	1.8912	0.2487	1.8912	1.3752
No log	1.1875	114	1.2300	0.3548	1.2300	1.1090
No log	1.2083	116	0.8905	0.3159	0.8905	0.9436
No log	1.2292	118	0.9724	0.3080	0.9724	0.9861
No log	1.25	120	1.2296	0.3350	1.2296	1.1089
No log	1.2708	122	1.8440	0.2398	1.8440	1.3580
No log	1.2917	124	2.2004	0.1843	2.2004	1.4834
No log	1.3125	126	1.7420	0.2167	1.7420	1.3199
No log	1.3333	128	0.8975	0.3342	0.8975	0.9474
No log	1.3542	130	0.7550	0.4277	0.7550	0.8689
No log	1.375	132	0.8074	0.4185	0.8074	0.8986
No log	1.3958	134	1.3584	0.3382	1.3584	1.1655
No log	1.4167	136	1.9341	0.2399	1.9341	1.3907
No log	1.4375	138	1.6957	0.2602	1.6957	1.3022
No log	1.4583	140	1.2980	0.3378	1.2980	1.1393
No log	1.4792	142	1.3381	0.3267	1.3381	1.1568
No log	1.5	144	1.1689	0.3186	1.1689	1.0811
No log	1.5208	146	1.3044	0.3095	1.3044	1.1421
No log	1.5417	148	1.2258	0.3274	1.2258	1.1071
No log	1.5625	150	1.1923	0.3425	1.1923	1.0919
No log	1.5833	152	1.0239	0.3991	1.0239	1.0119
No log	1.6042	154	1.2532	0.3273	1.2532	1.1195
No log	1.625	156	1.3461	0.3045	1.3461	1.1602
No log	1.6458	158	1.5595	0.2713	1.5595	1.2488
No log	1.6667	160	1.4277	0.2924	1.4277	1.1948
No log	1.6875	162	1.0012	0.3681	1.0012	1.0006
No log	1.7083	164	0.7784	0.4148	0.7784	0.8822
No log	1.7292	166	0.7441	0.3935	0.7441	0.8626
No log	1.75	168	0.8745	0.3894	0.8745	0.9352
No log	1.7708	170	1.0671	0.3683	1.0671	1.0330
No log	1.7917	172	1.0979	0.3519	1.0979	1.0478
No log	1.8125	174	0.9744	0.4281	0.9744	0.9871
No log	1.8333	176	0.7938	0.3867	0.7938	0.8909
No log	1.8542	178	0.7145	0.4907	0.7145	0.8453
No log	1.875	180	0.6991	0.4047	0.6991	0.8361
No log	1.8958	182	0.6960	0.4234	0.6960	0.8343
No log	1.9167	184	0.8229	0.4433	0.8229	0.9071
No log	1.9375	186	1.3610	0.3232	1.3610	1.1666
No log	1.9583	188	1.8953	0.2234	1.8953	1.3767
No log	1.9792	190	1.9057	0.2300	1.9057	1.3805
No log	2.0	192	1.2727	0.3652	1.2727	1.1282
No log	2.0208	194	0.8002	0.4067	0.8002	0.8945
No log	2.0417	196	0.7952	0.4575	0.7952	0.8917
No log	2.0625	198	0.7385	0.4299	0.7385	0.8594
No log	2.0833	200	0.9700	0.4432	0.9700	0.9849
No log	2.1042	202	1.3991	0.2970	1.3991	1.1828
No log	2.125	204	1.2592	0.3145	1.2592	1.1221
No log	2.1458	206	0.8433	0.4119	0.8433	0.9183
No log	2.1667	208	0.6510	0.5106	0.6510	0.8069
No log	2.1875	210	0.5894	0.5105	0.5894	0.7677
No log	2.2083	212	0.6314	0.5192	0.6314	0.7946
No log	2.2292	214	0.8030	0.4913	0.8030	0.8961
No log	2.25	216	0.7728	0.5054	0.7728	0.8791
No log	2.2708	218	0.8618	0.4935	0.8618	0.9283
No log	2.2917	220	0.8721	0.4629	0.8721	0.9339
No log	2.3125	222	0.8249	0.4585	0.8249	0.9082
No log	2.3333	224	0.7689	0.5242	0.7689	0.8769
No log	2.3542	226	0.7506	0.5160	0.7506	0.8664
No log	2.375	228	0.7106	0.5033	0.7106	0.8430
No log	2.3958	230	0.7161	0.4853	0.7161	0.8462
No log	2.4167	232	0.6586	0.4802	0.6586	0.8116
No log	2.4375	234	0.6484	0.5019	0.6484	0.8053
No log	2.4583	236	0.7358	0.4977	0.7358	0.8578
No log	2.4792	238	0.9712	0.4988	0.9712	0.9855
No log	2.5	240	0.9056	0.4789	0.9056	0.9516
No log	2.5208	242	0.6972	0.5328	0.6972	0.8350
No log	2.5417	244	0.6828	0.4850	0.6828	0.8263
No log	2.5625	246	0.6895	0.5471	0.6895	0.8304
No log	2.5833	248	0.7624	0.4885	0.7624	0.8731
No log	2.6042	250	0.8315	0.4673	0.8315	0.9119
No log	2.625	252	0.7848	0.5203	0.7848	0.8859
No log	2.6458	254	0.7432	0.5138	0.7432	0.8621
No log	2.6667	256	0.7376	0.4868	0.7376	0.8588
No log	2.6875	258	0.7185	0.5248	0.7185	0.8476
No log	2.7083	260	0.9141	0.4494	0.9141	0.9561
No log	2.7292	262	1.1291	0.3903	1.1291	1.0626
No log	2.75	264	1.0217	0.3971	1.0217	1.0108
No log	2.7708	266	0.7651	0.4928	0.7651	0.8747
No log	2.7917	268	0.6578	0.4976	0.6578	0.8111
No log	2.8125	270	0.6737	0.5224	0.6737	0.8208
No log	2.8333	272	0.7400	0.5381	0.7400	0.8602
No log	2.8542	274	0.9287	0.4314	0.9287	0.9637
No log	2.875	276	1.1949	0.4005	1.1949	1.0931
No log	2.8958	278	1.0965	0.4010	1.0965	1.0471
No log	2.9167	280	0.8185	0.4306	0.8185	0.9047
No log	2.9375	282	0.7546	0.4700	0.7546	0.8687
No log	2.9583	284	0.7297	0.4925	0.7297	0.8542
No log	2.9792	286	0.8292	0.5022	0.8292	0.9106
No log	3.0	288	0.8419	0.4824	0.8419	0.9176
No log	3.0208	290	0.6988	0.5169	0.6988	0.8359
No log	3.0417	292	0.6365	0.5049	0.6365	0.7978
No log	3.0625	294	0.6496	0.5033	0.6496	0.8060
No log	3.0833	296	0.6814	0.4859	0.6814	0.8255
No log	3.1042	298	0.7976	0.4589	0.7976	0.8931
No log	3.125	300	0.9629	0.4720	0.9629	0.9813
No log	3.1458	302	0.8889	0.5056	0.8889	0.9428
No log	3.1667	304	0.6796	0.4901	0.6796	0.8244
No log	3.1875	306	0.6454	0.5072	0.6454	0.8034
No log	3.2083	308	0.6305	0.5102	0.6305	0.7941
No log	3.2292	310	0.6469	0.5251	0.6469	0.8043
No log	3.25	312	0.7578	0.4614	0.7578	0.8705
No log	3.2708	314	0.7829	0.4191	0.7829	0.8848
No log	3.2917	316	0.7447	0.4683	0.7447	0.8629
No log	3.3125	318	0.8642	0.4568	0.8642	0.9296
No log	3.3333	320	0.9427	0.4650	0.9427	0.9709
No log	3.3542	322	0.9911	0.4532	0.9911	0.9956
No log	3.375	324	0.8924	0.4667	0.8924	0.9447
No log	3.3958	326	0.7413	0.4967	0.7413	0.8610
No log	3.4167	328	0.7023	0.5271	0.7023	0.8380
No log	3.4375	330	0.7249	0.48	0.7249	0.8514
No log	3.4583	332	0.7547	0.4958	0.7547	0.8688
No log	3.4792	334	0.6910	0.5351	0.6910	0.8313
No log	3.5	336	0.6347	0.5763	0.6347	0.7967
No log	3.5208	338	0.6078	0.5013	0.6078	0.7796
No log	3.5417	340	0.6417	0.5464	0.6417	0.8011
No log	3.5625	342	0.7113	0.5485	0.7113	0.8434
No log	3.5833	344	0.7257	0.5472	0.7257	0.8519
No log	3.6042	346	0.8503	0.5162	0.8503	0.9221
No log	3.625	348	0.8611	0.5072	0.8611	0.9279
No log	3.6458	350	0.8092	0.5693	0.8092	0.8996
No log	3.6667	352	0.8176	0.5047	0.8176	0.9042
No log	3.6875	354	0.9110	0.4653	0.9110	0.9545
No log	3.7083	356	1.1471	0.3731	1.1471	1.0710
No log	3.7292	358	1.1449	0.3826	1.1449	1.0700
No log	3.75	360	0.9024	0.4389	0.9024	0.9499
No log	3.7708	362	0.7006	0.5427	0.7006	0.8370
No log	3.7917	364	0.5934	0.4773	0.5934	0.7703
No log	3.8125	366	0.5943	0.4630	0.5943	0.7709
No log	3.8333	368	0.6261	0.5148	0.6261	0.7912
No log	3.8542	370	0.8752	0.4392	0.8752	0.9355
No log	3.875	372	1.2246	0.3300	1.2246	1.1066
No log	3.8958	374	1.3360	0.2736	1.3360	1.1559
No log	3.9167	376	1.1303	0.3399	1.1303	1.0632
No log	3.9375	378	0.7802	0.4622	0.7802	0.8833
No log	3.9583	380	0.6154	0.5195	0.6154	0.7845
No log	3.9792	382	0.6050	0.5092	0.6050	0.7778
No log	4.0	384	0.6261	0.5215	0.6261	0.7913
No log	4.0208	386	0.7235	0.5088	0.7235	0.8506
No log	4.0417	388	0.8190	0.4997	0.8190	0.9050
No log	4.0625	390	0.7981	0.5093	0.7981	0.8934
No log	4.0833	392	0.8068	0.5014	0.8068	0.8982
No log	4.1042	394	0.9032	0.4783	0.9032	0.9504
No log	4.125	396	0.9386	0.4662	0.9386	0.9688
No log	4.1458	398	0.8981	0.4662	0.8981	0.9477
No log	4.1667	400	0.7667	0.5168	0.7667	0.8756
No log	4.1875	402	0.7596	0.5542	0.7596	0.8716
No log	4.2083	404	0.7366	0.5355	0.7366	0.8583
No log	4.2292	406	0.6992	0.4987	0.6992	0.8362
No log	4.25	408	0.6592	0.5007	0.6592	0.8119
No log	4.2708	410	0.6680	0.5205	0.6680	0.8173
No log	4.2917	412	0.7144	0.5386	0.7144	0.8452
No log	4.3125	414	0.9100	0.4730	0.9100	0.9539
No log	4.3333	416	0.9858	0.4566	0.9858	0.9929
No log	4.3542	418	0.8510	0.4948	0.8510	0.9225
No log	4.375	420	0.7087	0.5241	0.7087	0.8418
No log	4.3958	422	0.6337	0.5037	0.6337	0.7961
No log	4.4167	424	0.6286	0.4804	0.6286	0.7928
No log	4.4375	426	0.6587	0.5162	0.6587	0.8116
No log	4.4583	428	0.7371	0.5230	0.7371	0.8585
No log	4.4792	430	0.8012	0.4828	0.8012	0.8951
No log	4.5	432	0.7949	0.4903	0.7949	0.8916
No log	4.5208	434	0.7338	0.5230	0.7338	0.8566
No log	4.5417	436	0.7761	0.4903	0.7761	0.8810
No log	4.5625	438	0.8404	0.4822	0.8404	0.9168
No log	4.5833	440	0.8571	0.4677	0.8571	0.9258
No log	4.6042	442	0.8503	0.4957	0.8503	0.9221
No log	4.625	444	0.8643	0.4703	0.8643	0.9297
No log	4.6458	446	0.9545	0.4593	0.9545	0.9770
No log	4.6667	448	0.9326	0.4654	0.9326	0.9657
No log	4.6875	450	0.8788	0.4685	0.8788	0.9375
No log	4.7083	452	0.7878	0.5183	0.7878	0.8876
No log	4.7292	454	0.7906	0.5024	0.7906	0.8892
No log	4.75	456	0.8457	0.4851	0.8457	0.9196
No log	4.7708	458	0.8513	0.4779	0.8513	0.9227
No log	4.7917	460	0.8108	0.5093	0.8108	0.9004
No log	4.8125	462	0.8380	0.4948	0.8380	0.9154
No log	4.8333	464	0.8166	0.5118	0.8166	0.9037
No log	4.8542	466	0.7992	0.5118	0.7992	0.8940
No log	4.875	468	0.7415	0.5009	0.7415	0.8611
No log	4.8958	470	0.6613	0.5325	0.6613	0.8132
No log	4.9167	472	0.6985	0.5419	0.6985	0.8358
No log	4.9375	474	0.7002	0.5250	0.7002	0.8368
No log	4.9583	476	0.7135	0.5224	0.7135	0.8447
No log	4.9792	478	0.6517	0.5234	0.6517	0.8073
No log	5.0	480	0.6536	0.5376	0.6536	0.8085
No log	5.0208	482	0.6792	0.5157	0.6792	0.8241
No log	5.0417	484	0.7198	0.5332	0.7198	0.8484
No log	5.0625	486	0.7407	0.5020	0.7407	0.8607
No log	5.0833	488	0.7390	0.4799	0.7390	0.8596
No log	5.1042	490	0.7081	0.5006	0.7081	0.8415
No log	5.125	492	0.7149	0.4851	0.7149	0.8455
No log	5.1458	494	0.7014	0.4898	0.7014	0.8375
No log	5.1667	496	0.7193	0.5408	0.7193	0.8481
No log	5.1875	498	0.8747	0.4997	0.8747	0.9353
0.51	5.2083	500	1.0325	0.4789	1.0325	1.0161
0.51	5.2292	502	1.0198	0.4722	1.0198	1.0099
0.51	5.25	504	0.8284	0.4785	0.8284	0.9102
0.51	5.2708	506	0.7028	0.4953	0.7028	0.8383
0.51	5.2917	508	0.6798	0.4894	0.6798	0.8245
0.51	5.3125	510	0.7566	0.5055	0.7566	0.8698
0.51	5.3333	512	0.9321	0.4244	0.9321	0.9654
0.51	5.3542	514	1.0306	0.4007	1.0306	1.0152
0.51	5.375	516	1.0769	0.4036	1.0769	1.0377
0.51	5.3958	518	1.0669	0.3927	1.0669	1.0329
0.51	5.4167	520	0.9168	0.4544	0.9168	0.9575
0.51	5.4375	522	0.7676	0.5128	0.7676	0.8761
0.51	5.4583	524	0.7629	0.5128	0.7629	0.8735
0.51	5.4792	526	0.8436	0.4920	0.8436	0.9185
0.51	5.5	528	1.0183	0.4392	1.0183	1.0091
0.51	5.5208	530	1.1070	0.4103	1.1070	1.0521
0.51	5.5417	532	1.1233	0.3927	1.1233	1.0599
0.51	5.5625	534	0.9684	0.4381	0.9684	0.9841
0.51	5.5833	536	0.7695	0.5156	0.7695	0.8772
0.51	5.6042	538	0.6735	0.5179	0.6735	0.8207
0.51	5.625	540	0.6638	0.5179	0.6638	0.8147
0.51	5.6458	542	0.7397	0.5190	0.7397	0.8601
0.51	5.6667	544	0.8033	0.4865	0.8033	0.8963
0.51	5.6875	546	0.8833	0.4499	0.8833	0.9399
0.51	5.7083	548	0.8892	0.4499	0.8892	0.9430
0.51	5.7292	550	0.7832	0.4708	0.7832	0.8850
0.51	5.75	552	0.6881	0.5139	0.6881	0.8295
0.51	5.7708	554	0.6998	0.5276	0.6998	0.8365
0.51	5.7917	556	0.7676	0.5211	0.7676	0.8761
0.51	5.8125	558	0.9095	0.4759	0.9095	0.9537
0.51	5.8333	560	0.9982	0.4489	0.9982	0.9991
0.51	5.8542	562	0.9932	0.4375	0.9932	0.9966
0.51	5.875	564	0.9389	0.4480	0.9389	0.9690
0.51	5.8958	566	0.9664	0.4465	0.9664	0.9830
0.51	5.9167	568	0.9436	0.4452	0.9436	0.9714
0.51	5.9375	570	0.8352	0.4659	0.8352	0.9139
0.51	5.9583	572	0.7834	0.4955	0.7834	0.8851
0.51	5.9792	574	0.7335	0.5143	0.7335	0.8565
0.51	6.0	576	0.7707	0.5024	0.7707	0.8779
0.51	6.0208	578	0.8148	0.4989	0.8148	0.9027
0.51	6.0417	580	0.8310	0.5044	0.8310	0.9116
0.51	6.0625	582	0.7844	0.5237	0.7844	0.8857
0.51	6.0833	584	0.7058	0.5131	0.7058	0.8401
0.51	6.1042	586	0.7002	0.5131	0.7002	0.8368
0.51	6.125	588	0.7319	0.5429	0.7319	0.8555
0.51	6.1458	590	0.6995	0.5177	0.6995	0.8364
0.51	6.1667	592	0.6804	0.5094	0.6804	0.8248
0.51	6.1875	594	0.6871	0.5226	0.6871	0.8289
0.51	6.2083	596	0.6808	0.5226	0.6808	0.8251
0.51	6.2292	598	0.6619	0.4721	0.6619	0.8136
0.51	6.25	600	0.6953	0.5325	0.6953	0.8338
0.51	6.2708	602	0.8154	0.5270	0.8154	0.9030
0.51	6.2917	604	0.9316	0.4946	0.9316	0.9652
0.51	6.3125	606	0.9168	0.5017	0.9168	0.9575
0.51	6.3333	608	0.7977	0.5224	0.7977	0.8932
0.51	6.3542	610	0.6926	0.5351	0.6926	0.8323
0.51	6.375	612	0.6742	0.5264	0.6742	0.8211
0.51	6.3958	614	0.7071	0.5431	0.7071	0.8409
0.51	6.4167	616	0.7242	0.5389	0.7242	0.8510
0.51	6.4375	618	0.7092	0.5202	0.7092	0.8422
0.51	6.4583	620	0.6989	0.5362	0.6989	0.8360
0.51	6.4792	622	0.7503	0.5278	0.7503	0.8662
0.51	6.5	624	0.8563	0.5061	0.8563	0.9254
0.51	6.5208	626	0.9316	0.4590	0.9316	0.9652
0.51	6.5417	628	0.9529	0.4521	0.9529	0.9762
0.51	6.5625	630	0.8932	0.4795	0.8932	0.9451
0.51	6.5833	632	0.7963	0.5152	0.7963	0.8923
0.51	6.6042	634	0.7589	0.5342	0.7589	0.8712
0.51	6.625	636	0.7280	0.5234	0.7280	0.8533
0.51	6.6458	638	0.7564	0.5146	0.7564	0.8697
0.51	6.6667	640	0.7801	0.5258	0.7801	0.8832
0.51	6.6875	642	0.7456	0.5366	0.7456	0.8635
0.51	6.7083	644	0.7350	0.5366	0.7350	0.8573
0.51	6.7292	646	0.7489	0.5366	0.7489	0.8654
0.51	6.75	648	0.7775	0.5350	0.7775	0.8818
0.51	6.7708	650	0.7537	0.5228	0.7537	0.8682
0.51	6.7917	652	0.7951	0.5022	0.7951	0.8917
0.51	6.8125	654	0.8089	0.5193	0.8089	0.8994
0.51	6.8333	656	0.7669	0.5317	0.7669	0.8757
0.51	6.8542	658	0.6774	0.5109	0.6774	0.8231
0.51	6.875	660	0.6241	0.4830	0.6241	0.7900
0.51	6.8958	662	0.6087	0.4695	0.6087	0.7802
0.51	6.9167	664	0.6247	0.5055	0.6247	0.7904
0.51	6.9375	666	0.6939	0.5120	0.6939	0.8330
0.51	6.9583	668	0.7564	0.5194	0.7564	0.8697
0.51	6.9792	670	0.8285	0.5258	0.8285	0.9102
0.51	7.0	672	0.8549	0.5122	0.8549	0.9246
0.51	7.0208	674	0.8479	0.5022	0.8479	0.9208
0.51	7.0417	676	0.8283	0.5102	0.8283	0.9101
0.51	7.0625	678	0.8207	0.5030	0.8207	0.9059
0.51	7.0833	680	0.7690	0.5009	0.7690	0.8769
0.51	7.1042	682	0.7324	0.4957	0.7324	0.8558
0.51	7.125	684	0.7036	0.5161	0.7036	0.8388
0.51	7.1458	686	0.6711	0.5455	0.6711	0.8192
0.51	7.1667	688	0.6134	0.5354	0.6134	0.7832
0.51	7.1875	690	0.5953	0.5155	0.5953	0.7715
0.51	7.2083	692	0.6148	0.5143	0.6148	0.7841
0.51	7.2292	694	0.6506	0.5267	0.6506	0.8066
0.51	7.25	696	0.7117	0.5279	0.7117	0.8436
0.51	7.2708	698	0.7848	0.5194	0.7848	0.8859
0.51	7.2917	700	0.8551	0.4684	0.8551	0.9247
0.51	7.3125	702	0.8617	0.4684	0.8617	0.9283
0.51	7.3333	704	0.8897	0.4800	0.8897	0.9432
0.51	7.3542	706	0.8715	0.4579	0.8715	0.9335
0.51	7.375	708	0.8360	0.4706	0.8360	0.9143
0.51	7.3958	710	0.8261	0.4644	0.8261	0.9089
0.51	7.4167	712	0.7714	0.5256	0.7714	0.8783
0.51	7.4375	714	0.7094	0.5123	0.7094	0.8423
0.51	7.4583	716	0.6964	0.5123	0.6964	0.8345
0.51	7.4792	718	0.7114	0.5187	0.7114	0.8435
0.51	7.5	720	0.7288	0.5220	0.7288	0.8537
0.51	7.5208	722	0.7849	0.4876	0.7849	0.8859
0.51	7.5417	724	0.8778	0.4601	0.8778	0.9369
0.51	7.5625	726	0.9878	0.4194	0.9878	0.9939
0.51	7.5833	728	1.0250	0.4194	1.0250	1.0124
0.51	7.6042	730	0.9787	0.4194	0.9787	0.9893
0.51	7.625	732	0.9018	0.4627	0.9018	0.9497
0.51	7.6458	734	0.8104	0.4556	0.8104	0.9002
0.51	7.6667	736	0.7481	0.5038	0.7481	0.8649
0.51	7.6875	738	0.7194	0.5080	0.7194	0.8482
0.51	7.7083	740	0.7313	0.5221	0.7313	0.8552
0.51	7.7292	742	0.7694	0.5223	0.7694	0.8771
0.51	7.75	744	0.8068	0.4553	0.8068	0.8982
0.51	7.7708	746	0.8360	0.4612	0.8360	0.9143
0.51	7.7917	748	0.8239	0.4616	0.8239	0.9077
0.51	7.8125	750	0.7767	0.5156	0.7767	0.8813
0.51	7.8333	752	0.7544	0.5167	0.7544	0.8685
0.51	7.8542	754	0.7371	0.5109	0.7371	0.8585
0.51	7.875	756	0.7224	0.5348	0.7224	0.8499
0.51	7.8958	758	0.7075	0.5089	0.7075	0.8411
0.51	7.9167	760	0.7159	0.5150	0.7159	0.8461
0.51	7.9375	762	0.7576	0.5088	0.7576	0.8704
0.51	7.9583	764	0.8314	0.4677	0.8314	0.9118
0.51	7.9792	766	0.8575	0.4790	0.8575	0.9260
0.51	8.0	768	0.8719	0.4790	0.8719	0.9337
0.51	8.0208	770	0.8673	0.4790	0.8673	0.9313
0.51	8.0417	772	0.8464	0.4685	0.8464	0.9200
0.51	8.0625	774	0.7902	0.4923	0.7902	0.8889
0.51	8.0833	776	0.7412	0.5258	0.7412	0.8609
0.51	8.1042	778	0.7221	0.5128	0.7221	0.8497
0.51	8.125	780	0.7083	0.5097	0.7083	0.8416
0.51	8.1458	782	0.7154	0.5089	0.7154	0.8458
0.51	8.1667	784	0.7481	0.5018	0.7481	0.8649
0.51	8.1875	786	0.7599	0.5009	0.7599	0.8717
0.51	8.2083	788	0.7509	0.5009	0.7509	0.8666
0.51	8.2292	790	0.7460	0.5009	0.7460	0.8637
0.51	8.25	792	0.7413	0.5234	0.7413	0.8610
0.51	8.2708	794	0.7588	0.5009	0.7588	0.8711
0.51	8.2917	796	0.7820	0.4782	0.7820	0.8843
0.51	8.3125	798	0.8217	0.4734	0.8217	0.9065
0.51	8.3333	800	0.8821	0.4461	0.8821	0.9392
0.51	8.3542	802	0.9245	0.4509	0.9245	0.9615
0.51	8.375	804	0.9266	0.4509	0.9266	0.9626
0.51	8.3958	806	0.8836	0.4641	0.8836	0.9400
0.51	8.4167	808	0.8184	0.4728	0.8184	0.9047
0.51	8.4375	810	0.7549	0.4722	0.7549	0.8689
0.51	8.4583	812	0.6905	0.5181	0.6905	0.8310
0.51	8.4792	814	0.6670	0.5139	0.6670	0.8167
0.51	8.5	816	0.6653	0.5139	0.6653	0.8157
0.51	8.5208	818	0.6771	0.4977	0.6771	0.8229
0.51	8.5417	820	0.7008	0.5059	0.7008	0.8372
0.51	8.5625	822	0.7427	0.4947	0.7427	0.8618
0.51	8.5833	824	0.7927	0.4537	0.7927	0.8903
0.51	8.6042	826	0.8506	0.4773	0.8506	0.9223
0.51	8.625	828	0.9162	0.4569	0.9162	0.9572
0.51	8.6458	830	0.9714	0.4244	0.9714	0.9856
0.51	8.6667	832	0.9678	0.4244	0.9678	0.9837
0.51	8.6875	834	0.9226	0.4559	0.9226	0.9605
0.51	8.7083	836	0.8723	0.4841	0.8723	0.9340
0.51	8.7292	838	0.8398	0.4915	0.8398	0.9164
0.51	8.75	840	0.8018	0.4625	0.8018	0.8954
0.51	8.7708	842	0.7611	0.4930	0.7611	0.8724
0.51	8.7917	844	0.7401	0.5099	0.7401	0.8603
0.51	8.8125	846	0.7427	0.5179	0.7427	0.8618
0.51	8.8333	848	0.7602	0.5009	0.7602	0.8719
0.51	8.8542	850	0.7914	0.4833	0.7914	0.8896
0.51	8.875	852	0.8221	0.4741	0.8221	0.9067
0.51	8.8958	854	0.8305	0.4741	0.8305	0.9113
0.51	8.9167	856	0.8282	0.4741	0.8282	0.9101
0.51	8.9375	858	0.8172	0.4728	0.8172	0.9040
0.51	8.9583	860	0.8005	0.4880	0.8005	0.8947
0.51	8.9792	862	0.7905	0.5220	0.7905	0.8891
0.51	9.0	864	0.7807	0.5231	0.7807	0.8836
0.51	9.0208	866	0.7729	0.5187	0.7729	0.8792
0.51	9.0417	868	0.7504	0.4981	0.7504	0.8663
0.51	9.0625	870	0.7175	0.5230	0.7175	0.8471
0.51	9.0833	872	0.6921	0.4926	0.6921	0.8319
0.51	9.1042	874	0.6707	0.4936	0.6707	0.8190
0.51	9.125	876	0.6658	0.4936	0.6658	0.8160
0.51	9.1458	878	0.6716	0.4936	0.6716	0.8195
0.51	9.1667	880	0.6862	0.5080	0.6862	0.8283
0.51	9.1875	882	0.7058	0.5190	0.7058	0.8401
0.51	9.2083	884	0.7240	0.5064	0.7240	0.8509
0.51	9.2292	886	0.7373	0.5064	0.7373	0.8586
0.51	9.25	888	0.7498	0.5043	0.7498	0.8659
0.51	9.2708	890	0.7688	0.5231	0.7688	0.8768
0.51	9.2917	892	0.7799	0.5220	0.7799	0.8831
0.51	9.3125	894	0.7868	0.5331	0.7868	0.8870
0.51	9.3333	896	0.7816	0.5343	0.7816	0.8841
0.51	9.3542	898	0.7705	0.5237	0.7705	0.8778
0.51	9.375	900	0.7655	0.5051	0.7655	0.8749
0.51	9.3958	902	0.7548	0.4991	0.7548	0.8688
0.51	9.4167	904	0.7530	0.4932	0.7530	0.8677
0.51	9.4375	906	0.7606	0.4932	0.7606	0.8721
0.51	9.4583	908	0.7589	0.4932	0.7589	0.8711
0.51	9.4792	910	0.7619	0.4932	0.7619	0.8729
0.51	9.5	912	0.7701	0.4932	0.7701	0.8776
0.51	9.5208	914	0.7820	0.5098	0.7820	0.8843
0.51	9.5417	916	0.7898	0.5145	0.7898	0.8887
0.51	9.5625	918	0.7911	0.5145	0.7911	0.8894
0.51	9.5833	920	0.7913	0.5145	0.7913	0.8896
0.51	9.6042	922	0.7973	0.5062	0.7973	0.8929
0.51	9.625	924	0.7989	0.5062	0.7989	0.8938
0.51	9.6458	926	0.7918	0.5062	0.7918	0.8898
0.51	9.6667	928	0.7795	0.5051	0.7795	0.8829
0.51	9.6875	930	0.7706	0.5051	0.7706	0.8778
0.51	9.7083	932	0.7617	0.4991	0.7617	0.8727
0.51	9.7292	934	0.7519	0.4869	0.7519	0.8671
0.51	9.75	936	0.7472	0.4869	0.7472	0.8644
0.51	9.7708	938	0.7434	0.4869	0.7434	0.8622
0.51	9.7917	940	0.7403	0.4869	0.7403	0.8604
0.51	9.8125	942	0.7398	0.4869	0.7398	0.8601
0.51	9.8333	944	0.7411	0.4869	0.7411	0.8609
0.51	9.8542	946	0.7428	0.4869	0.7428	0.8618
0.51	9.875	948	0.7439	0.4869	0.7439	0.8625
0.51	9.8958	950	0.7434	0.4869	0.7434	0.8622
0.51	9.9167	952	0.7445	0.4930	0.7445	0.8628
0.51	9.9375	954	0.7463	0.4930	0.7463	0.8639
0.51	9.9583	956	0.7472	0.4930	0.7472	0.8644
0.51	9.9792	958	0.7481	0.4930	0.7481	0.8649
0.51	10.0	960	0.7487	0.4930	0.7487	0.8653

Framework versions

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