ArabicNewSplits5_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: 0.7026
• Qwk: 0.5720
• Mse: 0.7026
• Rmse: 0.8382

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	0.0227	2	4.0682	-0.0275	4.0682	2.0170
No log	0.0455	4	2.1870	-0.0032	2.1870	1.4788
No log	0.0682	6	1.5910	-0.0064	1.5910	1.2613
No log	0.0909	8	1.2845	0.0495	1.2845	1.1334
No log	0.1136	10	0.9205	-0.0446	0.9205	0.9594
No log	0.1364	12	0.9665	0.0744	0.9665	0.9831
No log	0.1591	14	1.0241	0.0580	1.0241	1.0120
No log	0.1818	16	1.0060	0.0852	1.0060	1.0030
No log	0.2045	18	1.0922	0.0852	1.0922	1.0451
No log	0.2273	20	1.2108	0.1280	1.2108	1.1004
No log	0.25	22	1.5814	0.1505	1.5813	1.2575
No log	0.2727	24	1.7197	0.1341	1.7197	1.3114
No log	0.2955	26	1.7808	0.1425	1.7808	1.3345
No log	0.3182	28	1.3211	0.1839	1.3211	1.1494
No log	0.3409	30	0.9300	0.2586	0.9300	0.9644
No log	0.3636	32	1.0975	0.1640	1.0975	1.0476
No log	0.3864	34	1.6694	0.1674	1.6694	1.2920
No log	0.4091	36	2.0388	0.1418	2.0388	1.4279
No log	0.4318	38	1.6147	0.1686	1.6147	1.2707
No log	0.4545	40	1.3275	0.2204	1.3275	1.1522
No log	0.4773	42	1.2566	0.2752	1.2566	1.1210
No log	0.5	44	1.1218	0.2932	1.1218	1.0591
No log	0.5227	46	0.8404	0.4160	0.8404	0.9167
No log	0.5455	48	0.7742	0.4039	0.7742	0.8799
No log	0.5682	50	1.0550	0.3699	1.0550	1.0271
No log	0.5909	52	1.1804	0.3250	1.1804	1.0865
No log	0.6136	54	1.1510	0.3533	1.1510	1.0729
No log	0.6364	56	1.4373	0.2802	1.4373	1.1989
No log	0.6591	58	1.6616	0.2356	1.6616	1.2890
No log	0.6818	60	1.6065	0.2019	1.6065	1.2675
No log	0.7045	62	1.2814	0.3208	1.2814	1.1320
No log	0.7273	64	0.9708	0.3899	0.9708	0.9853
No log	0.75	66	0.8831	0.4278	0.8831	0.9397
No log	0.7727	68	0.9711	0.3951	0.9711	0.9854
No log	0.7955	70	0.9744	0.3888	0.9744	0.9871
No log	0.8182	72	0.8157	0.4432	0.8157	0.9032
No log	0.8409	74	0.7503	0.5386	0.7503	0.8662
No log	0.8636	76	0.7851	0.4961	0.7851	0.8860
No log	0.8864	78	0.8981	0.4392	0.8981	0.9477
No log	0.9091	80	1.2290	0.3674	1.2290	1.1086
No log	0.9318	82	1.6841	0.2428	1.6841	1.2977
No log	0.9545	84	1.7277	0.2273	1.7277	1.3144
No log	0.9773	86	1.2738	0.3350	1.2738	1.1286
No log	1.0	88	1.0069	0.4627	1.0069	1.0034
No log	1.0227	90	0.7606	0.4916	0.7606	0.8721
No log	1.0455	92	0.7423	0.4406	0.7423	0.8615
No log	1.0682	94	0.8643	0.4598	0.8643	0.9297
No log	1.0909	96	1.0946	0.4471	1.0946	1.0462
No log	1.1136	98	1.2799	0.3108	1.2799	1.1313
No log	1.1364	100	1.1060	0.4289	1.1060	1.0517
No log	1.1591	102	0.8643	0.4847	0.8643	0.9297
No log	1.1818	104	0.7202	0.5132	0.7202	0.8486
No log	1.2045	106	0.7046	0.4478	0.7046	0.8394
No log	1.2273	108	0.7798	0.4936	0.7798	0.8831
No log	1.25	110	0.8940	0.4450	0.8940	0.9455
No log	1.2727	112	0.8639	0.4747	0.8639	0.9295
No log	1.2955	114	0.7347	0.5026	0.7347	0.8571
No log	1.3182	116	0.7436	0.5159	0.7436	0.8623
No log	1.3409	118	0.8102	0.5112	0.8102	0.9001
No log	1.3636	120	0.7771	0.4947	0.7771	0.8815
No log	1.3864	122	0.7788	0.5036	0.7788	0.8825
No log	1.4091	124	0.8612	0.4717	0.8612	0.9280
No log	1.4318	126	0.8588	0.4559	0.8588	0.9267
No log	1.4545	128	0.7556	0.5085	0.7556	0.8693
No log	1.4773	130	0.6723	0.5426	0.6723	0.8199
No log	1.5	132	0.6683	0.5476	0.6683	0.8175
No log	1.5227	134	0.7822	0.4776	0.7822	0.8844
No log	1.5455	136	0.8548	0.4244	0.8548	0.9246
No log	1.5682	138	0.9098	0.4263	0.9098	0.9538
No log	1.5909	140	0.7899	0.5143	0.7899	0.8887
No log	1.6136	142	0.6906	0.5479	0.6906	0.8310
No log	1.6364	144	0.6550	0.4957	0.6550	0.8093
No log	1.6591	146	0.6534	0.4994	0.6534	0.8083
No log	1.6818	148	0.8349	0.4407	0.8349	0.9137
No log	1.7045	150	0.9609	0.3731	0.9609	0.9803
No log	1.7273	152	0.8027	0.4692	0.8027	0.8959
No log	1.75	154	0.7174	0.5630	0.7174	0.8470
No log	1.7727	156	0.6963	0.5100	0.6963	0.8345
No log	1.7955	158	0.7324	0.4563	0.7324	0.8558
No log	1.8182	160	0.7143	0.4809	0.7143	0.8452
No log	1.8409	162	0.7189	0.5375	0.7189	0.8479
No log	1.8636	164	0.7656	0.5111	0.7656	0.8750
No log	1.8864	166	0.7313	0.5309	0.7313	0.8551
No log	1.9091	168	0.8080	0.4509	0.8080	0.8989
No log	1.9318	170	0.8361	0.4554	0.8361	0.9144
No log	1.9545	172	0.7174	0.5337	0.7174	0.8470
No log	1.9773	174	0.6506	0.5415	0.6506	0.8066
No log	2.0	176	0.7367	0.5206	0.7367	0.8583
No log	2.0227	178	0.7283	0.5345	0.7283	0.8534
No log	2.0455	180	0.6175	0.5606	0.6175	0.7858
No log	2.0682	182	0.6301	0.5095	0.6301	0.7938
No log	2.0909	184	0.6423	0.4591	0.6423	0.8014
No log	2.1136	186	0.6344	0.5153	0.6344	0.7965
No log	2.1364	188	0.6856	0.5422	0.6856	0.8280
No log	2.1591	190	0.8214	0.4705	0.8214	0.9063
No log	2.1818	192	0.8012	0.4860	0.8012	0.8951
No log	2.2045	194	0.7174	0.4935	0.7174	0.8470
No log	2.2273	196	0.7037	0.4858	0.7037	0.8389
No log	2.25	198	0.7183	0.4916	0.7183	0.8475
No log	2.2727	200	0.8192	0.4700	0.8192	0.9051
No log	2.2955	202	0.9778	0.4007	0.9778	0.9888
No log	2.3182	204	0.9847	0.3918	0.9847	0.9923
No log	2.3409	206	0.8462	0.4609	0.8462	0.9199
No log	2.3636	208	0.7595	0.4380	0.7595	0.8715
No log	2.3864	210	0.7547	0.4521	0.7547	0.8687
No log	2.4091	212	0.7964	0.4706	0.7964	0.8924
No log	2.4318	214	0.8390	0.4596	0.8390	0.9160
No log	2.4545	216	0.8735	0.4244	0.8735	0.9346
No log	2.4773	218	0.8020	0.4426	0.8020	0.8956
No log	2.5	220	0.6886	0.5156	0.6886	0.8298
No log	2.5227	222	0.6524	0.4971	0.6524	0.8077
No log	2.5455	224	0.6691	0.5036	0.6691	0.8180
No log	2.5682	226	0.6685	0.5342	0.6685	0.8176
No log	2.5909	228	0.6924	0.5261	0.6924	0.8321
No log	2.6136	230	0.6632	0.5208	0.6632	0.8144
No log	2.6364	232	0.6147	0.5247	0.6147	0.7840
No log	2.6591	234	0.6197	0.4842	0.6197	0.7872
No log	2.6818	236	0.6379	0.5473	0.6379	0.7987
No log	2.7045	238	0.6758	0.5419	0.6758	0.8221
No log	2.7273	240	0.6974	0.5142	0.6974	0.8351
No log	2.75	242	0.7254	0.5159	0.7254	0.8517
No log	2.7727	244	0.7489	0.5248	0.7489	0.8654
No log	2.7955	246	0.7412	0.5304	0.7412	0.8609
No log	2.8182	248	0.7700	0.5254	0.7700	0.8775
No log	2.8409	250	0.8011	0.5383	0.8011	0.8951
No log	2.8636	252	0.8333	0.5047	0.8333	0.9129
No log	2.8864	254	0.9309	0.4344	0.9309	0.9648
No log	2.9091	256	0.8609	0.4698	0.8609	0.9279
No log	2.9318	258	0.7957	0.4897	0.7957	0.8920
No log	2.9545	260	0.7418	0.5134	0.7418	0.8613
No log	2.9773	262	0.6650	0.5312	0.6650	0.8155
No log	3.0	264	0.6490	0.5743	0.6490	0.8056
No log	3.0227	266	0.6722	0.5662	0.6722	0.8199
No log	3.0455	268	0.7063	0.5042	0.7063	0.8404
No log	3.0682	270	0.8125	0.4602	0.8125	0.9014
No log	3.0909	272	0.8756	0.4397	0.8756	0.9357
No log	3.1136	274	0.8438	0.4193	0.8438	0.9186
No log	3.1364	276	0.7910	0.4805	0.7910	0.8894
No log	3.1591	278	0.8482	0.4194	0.8482	0.9210
No log	3.1818	280	0.9623	0.4399	0.9623	0.9810
No log	3.2045	282	0.9033	0.4484	0.9033	0.9504
No log	3.2273	284	0.7685	0.4799	0.7685	0.8766
No log	3.25	286	0.6920	0.5275	0.6920	0.8319
No log	3.2727	288	0.6884	0.5200	0.6884	0.8297
No log	3.2955	290	0.7027	0.5125	0.7027	0.8382
No log	3.3182	292	0.7184	0.5181	0.7184	0.8476
No log	3.3409	294	0.7124	0.5340	0.7124	0.8440
No log	3.3636	296	0.6561	0.5156	0.6561	0.8100
No log	3.3864	298	0.6012	0.5202	0.6012	0.7754
No log	3.4091	300	0.6012	0.5377	0.6012	0.7754
No log	3.4318	302	0.6304	0.5059	0.6304	0.7940
No log	3.4545	304	0.6253	0.4852	0.6253	0.7907
No log	3.4773	306	0.5761	0.4702	0.5761	0.7590
No log	3.5	308	0.5678	0.5157	0.5678	0.7535
No log	3.5227	310	0.5742	0.4957	0.5742	0.7578
No log	3.5455	312	0.6013	0.5121	0.6013	0.7754
No log	3.5682	314	0.6274	0.5199	0.6274	0.7921
No log	3.5909	316	0.6411	0.5147	0.6411	0.8007
No log	3.6136	318	0.6558	0.5474	0.6558	0.8098
No log	3.6364	320	0.7145	0.5134	0.7145	0.8453
No log	3.6591	322	0.7278	0.5219	0.7278	0.8531
No log	3.6818	324	0.7180	0.5069	0.7180	0.8473
No log	3.7045	326	0.7119	0.5174	0.7119	0.8438
No log	3.7273	328	0.7087	0.5452	0.7087	0.8419
No log	3.75	330	0.6899	0.4991	0.6899	0.8306
No log	3.7727	332	0.6408	0.5106	0.6408	0.8005
No log	3.7955	334	0.6178	0.5152	0.6178	0.7860
No log	3.8182	336	0.6326	0.5091	0.6326	0.7953
No log	3.8409	338	0.7489	0.5190	0.7489	0.8654
No log	3.8636	340	0.9010	0.4399	0.9010	0.9492
No log	3.8864	342	0.8751	0.4503	0.8751	0.9355
No log	3.9091	344	0.7621	0.4892	0.7621	0.8730
No log	3.9318	346	0.7172	0.5410	0.7172	0.8469
No log	3.9545	348	0.7531	0.4796	0.7531	0.8678
No log	3.9773	350	0.8302	0.4703	0.8302	0.9111
No log	4.0	352	0.8084	0.4703	0.8084	0.8991
No log	4.0227	354	0.7247	0.4955	0.7247	0.8513
No log	4.0455	356	0.7145	0.5138	0.7145	0.8453
No log	4.0682	358	0.7724	0.4820	0.7724	0.8789
No log	4.0909	360	0.8414	0.4383	0.8414	0.9173
No log	4.1136	362	0.8035	0.4527	0.8035	0.8964
No log	4.1364	364	0.7163	0.5340	0.7163	0.8463
No log	4.1591	366	0.6951	0.5061	0.6951	0.8337
No log	4.1818	368	0.7040	0.5087	0.7040	0.8390
No log	4.2045	370	0.7019	0.5061	0.7019	0.8378
No log	4.2273	372	0.7128	0.5049	0.7128	0.8443
No log	4.25	374	0.7829	0.4931	0.7829	0.8848
No log	4.2727	376	0.8281	0.4657	0.8281	0.9100
No log	4.2955	378	0.7566	0.4835	0.7566	0.8698
No log	4.3182	380	0.6758	0.5006	0.6758	0.8221
No log	4.3409	382	0.6855	0.4874	0.6855	0.8279
No log	4.3636	384	0.7170	0.4736	0.7170	0.8468
No log	4.3864	386	0.7202	0.4877	0.7202	0.8486
No log	4.4091	388	0.7161	0.4920	0.7161	0.8462
No log	4.4318	390	0.7718	0.4953	0.7718	0.8785
No log	4.4545	392	0.7990	0.4842	0.7990	0.8939
No log	4.4773	394	0.7672	0.4830	0.7672	0.8759
No log	4.5	396	0.7143	0.5142	0.7143	0.8452
No log	4.5227	398	0.6810	0.5028	0.6810	0.8252
No log	4.5455	400	0.6516	0.4845	0.6516	0.8072
No log	4.5682	402	0.6429	0.4981	0.6429	0.8018
No log	4.5909	404	0.6401	0.4660	0.6401	0.8001
No log	4.6136	406	0.6451	0.4592	0.6451	0.8032
No log	4.6364	408	0.6604	0.4592	0.6604	0.8126
No log	4.6591	410	0.6557	0.4792	0.6557	0.8097
No log	4.6818	412	0.6485	0.4789	0.6485	0.8053
No log	4.7045	414	0.6515	0.4910	0.6515	0.8071
No log	4.7273	416	0.6433	0.4910	0.6433	0.8020
No log	4.75	418	0.6380	0.4878	0.6380	0.7987
No log	4.7727	420	0.6843	0.4815	0.6843	0.8273
No log	4.7955	422	0.7581	0.5046	0.7581	0.8707
No log	4.8182	424	0.7627	0.5046	0.7627	0.8733
No log	4.8409	426	0.7195	0.4926	0.7195	0.8482
No log	4.8636	428	0.6732	0.4988	0.6732	0.8205
No log	4.8864	430	0.6749	0.5308	0.6749	0.8215
No log	4.9091	432	0.6825	0.5203	0.6825	0.8262
No log	4.9318	434	0.6736	0.5112	0.6736	0.8207
No log	4.9545	436	0.6688	0.5115	0.6688	0.8178
No log	4.9773	438	0.6637	0.5105	0.6637	0.8147
No log	5.0	440	0.6607	0.5167	0.6607	0.8128
No log	5.0227	442	0.6685	0.5164	0.6685	0.8176
No log	5.0455	444	0.7162	0.4773	0.7162	0.8463
No log	5.0682	446	0.7340	0.4843	0.7340	0.8567
No log	5.0909	448	0.7242	0.4885	0.7242	0.8510
No log	5.1136	450	0.7120	0.5482	0.7120	0.8438
No log	5.1364	452	0.7370	0.5180	0.7370	0.8585
No log	5.1591	454	0.7939	0.4980	0.7939	0.8910
No log	5.1818	456	0.7938	0.4980	0.7938	0.8910
No log	5.2045	458	0.7341	0.4968	0.7341	0.8568
No log	5.2273	460	0.6856	0.5508	0.6856	0.8280
No log	5.25	462	0.6996	0.4773	0.6996	0.8364
No log	5.2727	464	0.7078	0.4664	0.7078	0.8413
No log	5.2955	466	0.6911	0.5176	0.6911	0.8313
No log	5.3182	468	0.6932	0.5494	0.6932	0.8326
No log	5.3409	470	0.7453	0.4722	0.7453	0.8633
No log	5.3636	472	0.7601	0.4850	0.7601	0.8718
No log	5.3864	474	0.7411	0.5079	0.7411	0.8609
No log	5.4091	476	0.6981	0.5096	0.6981	0.8355
No log	5.4318	478	0.6495	0.5139	0.6495	0.8059
No log	5.4545	480	0.6324	0.5056	0.6324	0.7953
No log	5.4773	482	0.6361	0.4503	0.6361	0.7976
No log	5.5	484	0.6348	0.4975	0.6348	0.7967
No log	5.5227	486	0.6457	0.5115	0.6457	0.8035
No log	5.5455	488	0.6700	0.5266	0.6700	0.8185
No log	5.5682	490	0.7145	0.5043	0.7145	0.8453
No log	5.5909	492	0.7560	0.4972	0.7560	0.8695
No log	5.6136	494	0.7970	0.4843	0.7970	0.8927
No log	5.6364	496	0.7952	0.4897	0.7952	0.8917
No log	5.6591	498	0.7546	0.5372	0.7546	0.8687
0.3771	5.6818	500	0.7417	0.5232	0.7417	0.8612
0.3771	5.7045	502	0.7119	0.5195	0.7119	0.8437
0.3771	5.7273	504	0.7080	0.5297	0.7080	0.8414
0.3771	5.75	506	0.7102	0.5297	0.7102	0.8427
0.3771	5.7727	508	0.7122	0.5297	0.7122	0.8439
0.3771	5.7955	510	0.7185	0.5195	0.7185	0.8476
0.3771	5.8182	512	0.7350	0.5279	0.7350	0.8573
0.3771	5.8409	514	0.7707	0.5420	0.7707	0.8779
0.3771	5.8636	516	0.7561	0.5208	0.7561	0.8695
0.3771	5.8864	518	0.7186	0.5268	0.7186	0.8477
0.3771	5.9091	520	0.6835	0.5373	0.6835	0.8268
0.3771	5.9318	522	0.6665	0.4960	0.6665	0.8164
0.3771	5.9545	524	0.6567	0.4889	0.6567	0.8104
0.3771	5.9773	526	0.6473	0.5059	0.6473	0.8045
0.3771	6.0	528	0.6512	0.5187	0.6512	0.8070
0.3771	6.0227	530	0.6621	0.5205	0.6621	0.8137
0.3771	6.0455	532	0.6975	0.5342	0.6975	0.8352
0.3771	6.0682	534	0.7249	0.5099	0.7249	0.8514
0.3771	6.0909	536	0.7361	0.5285	0.7361	0.8580
0.3771	6.1136	538	0.7127	0.5169	0.7127	0.8442
0.3771	6.1364	540	0.7082	0.5376	0.7082	0.8415
0.3771	6.1591	542	0.7173	0.5322	0.7173	0.8469
0.3771	6.1818	544	0.7293	0.5208	0.7293	0.8540
0.3771	6.2045	546	0.7653	0.5291	0.7653	0.8748
0.3771	6.2273	548	0.8362	0.4918	0.8362	0.9144
0.3771	6.25	550	0.8616	0.4726	0.8616	0.9282
0.3771	6.2727	552	0.8115	0.4964	0.8115	0.9008
0.3771	6.2955	554	0.7684	0.5050	0.7684	0.8766
0.3771	6.3182	556	0.7198	0.5030	0.7198	0.8484
0.3771	6.3409	558	0.6992	0.5367	0.6992	0.8362
0.3771	6.3636	560	0.6879	0.4718	0.6879	0.8294
0.3771	6.3864	562	0.6759	0.5069	0.6759	0.8222
0.3771	6.4091	564	0.6746	0.5414	0.6746	0.8214
0.3771	6.4318	566	0.7029	0.5527	0.7029	0.8384
0.3771	6.4545	568	0.7351	0.5635	0.7351	0.8574
0.3771	6.4773	570	0.7285	0.5635	0.7285	0.8535
0.3771	6.5	572	0.7025	0.5527	0.7025	0.8381
0.3771	6.5227	574	0.6688	0.5414	0.6688	0.8178
0.3771	6.5455	576	0.6608	0.5356	0.6608	0.8129
0.3771	6.5682	578	0.6604	0.5129	0.6604	0.8127
0.3771	6.5909	580	0.6671	0.5263	0.6671	0.8168
0.3771	6.6136	582	0.6923	0.5433	0.6923	0.8320
0.3771	6.6364	584	0.7384	0.5247	0.7384	0.8593
0.3771	6.6591	586	0.7957	0.4581	0.7957	0.8920
0.3771	6.6818	588	0.8301	0.4505	0.8301	0.9111
0.3771	6.7045	590	0.8082	0.4581	0.8082	0.8990
0.3771	6.7273	592	0.7518	0.4860	0.7518	0.8671
0.3771	6.75	594	0.7057	0.5431	0.7057	0.8400
0.3771	6.7727	596	0.6918	0.4935	0.6918	0.8317
0.3771	6.7955	598	0.6922	0.4779	0.6922	0.8320
0.3771	6.8182	600	0.6884	0.5074	0.6884	0.8297
0.3771	6.8409	602	0.6846	0.5085	0.6846	0.8274
0.3771	6.8636	604	0.6864	0.4799	0.6864	0.8285
0.3771	6.8864	606	0.6996	0.5106	0.6996	0.8365
0.3771	6.9091	608	0.7255	0.5434	0.7255	0.8517
0.3771	6.9318	610	0.7515	0.4882	0.7515	0.8669
0.3771	6.9545	612	0.7442	0.4813	0.7442	0.8627
0.3771	6.9773	614	0.7096	0.5302	0.7096	0.8424
0.3771	7.0	616	0.6760	0.5261	0.6760	0.8222
0.3771	7.0227	618	0.6543	0.5055	0.6543	0.8089
0.3771	7.0455	620	0.6496	0.5064	0.6496	0.8060
0.3771	7.0682	622	0.6545	0.5299	0.6545	0.8090
0.3771	7.0909	624	0.6546	0.5052	0.6546	0.8091
0.3771	7.1136	626	0.6601	0.5243	0.6601	0.8125
0.3771	7.1364	628	0.6720	0.5093	0.6720	0.8197
0.3771	7.1591	630	0.6882	0.5093	0.6882	0.8296
0.3771	7.1818	632	0.7136	0.5132	0.7136	0.8447
0.3771	7.2045	634	0.7413	0.5171	0.7413	0.8610
0.3771	7.2273	636	0.7587	0.5259	0.7587	0.8710
0.3771	7.25	638	0.7573	0.5270	0.7573	0.8702
0.3771	7.2727	640	0.7388	0.5171	0.7388	0.8595
0.3771	7.2955	642	0.7157	0.5171	0.7157	0.8460
0.3771	7.3182	644	0.6996	0.5291	0.6996	0.8364
0.3771	7.3409	646	0.6839	0.5405	0.6839	0.8270
0.3771	7.3636	648	0.6719	0.5435	0.6719	0.8197
0.3771	7.3864	650	0.6668	0.5327	0.6668	0.8166
0.3771	7.4091	652	0.6722	0.5012	0.6722	0.8199
0.3771	7.4318	654	0.6799	0.5302	0.6799	0.8246
0.3771	7.4545	656	0.6861	0.5376	0.6861	0.8283
0.3771	7.4773	658	0.6913	0.5360	0.6913	0.8315
0.3771	7.5	660	0.7059	0.5526	0.7059	0.8402
0.3771	7.5227	662	0.7419	0.5259	0.7419	0.8613
0.3771	7.5455	664	0.7762	0.5121	0.7762	0.8810
0.3771	7.5682	666	0.8007	0.4795	0.8007	0.8948
0.3771	7.5909	668	0.7960	0.4952	0.7960	0.8922
0.3771	7.6136	670	0.7647	0.5071	0.7647	0.8744
0.3771	7.6364	672	0.7354	0.5472	0.7354	0.8576
0.3771	7.6591	674	0.7211	0.5523	0.7211	0.8492
0.3771	7.6818	676	0.7247	0.5479	0.7247	0.8513
0.3771	7.7045	678	0.7279	0.5264	0.7279	0.8532
0.3771	7.7273	680	0.7280	0.5264	0.7280	0.8532
0.3771	7.75	682	0.7206	0.5408	0.7206	0.8489
0.3771	7.7727	684	0.7108	0.5579	0.7108	0.8431
0.3771	7.7955	686	0.7090	0.5624	0.7090	0.8420
0.3771	7.8182	688	0.7184	0.5382	0.7184	0.8476
0.3771	7.8409	690	0.7329	0.5572	0.7329	0.8561
0.3771	7.8636	692	0.7379	0.5141	0.7379	0.8590
0.3771	7.8864	694	0.7240	0.5572	0.7240	0.8509
0.3771	7.9091	696	0.7126	0.5572	0.7126	0.8441
0.3771	7.9318	698	0.6906	0.5556	0.6906	0.8310
0.3771	7.9545	700	0.6766	0.5539	0.6766	0.8226
0.3771	7.9773	702	0.6728	0.5524	0.6728	0.8202
0.3771	8.0	704	0.6740	0.5524	0.6740	0.8210
0.3771	8.0227	706	0.6789	0.5601	0.6789	0.8240
0.3771	8.0455	708	0.6839	0.5617	0.6839	0.8270
0.3771	8.0682	710	0.6959	0.5556	0.6959	0.8342
0.3771	8.0909	712	0.7090	0.5238	0.7090	0.8420
0.3771	8.1136	714	0.7128	0.5311	0.7128	0.8443
0.3771	8.1364	716	0.7155	0.5311	0.7155	0.8459
0.3771	8.1591	718	0.7307	0.5400	0.7307	0.8548
0.3771	8.1818	720	0.7394	0.5400	0.7394	0.8599
0.3771	8.2045	722	0.7308	0.5315	0.7308	0.8548
0.3771	8.2273	724	0.7175	0.5238	0.7175	0.8471
0.3771	8.25	726	0.6999	0.5600	0.6999	0.8366
0.3771	8.2727	728	0.6857	0.5597	0.6857	0.8281
0.3771	8.2955	730	0.6836	0.5741	0.6836	0.8268
0.3771	8.3182	732	0.6868	0.5668	0.6868	0.8287
0.3771	8.3409	734	0.6892	0.5724	0.6892	0.8302
0.3771	8.3636	736	0.6944	0.5724	0.6944	0.8333
0.3771	8.3864	738	0.6978	0.5724	0.6978	0.8354
0.3771	8.4091	740	0.7017	0.5722	0.7017	0.8377
0.3771	8.4318	742	0.7031	0.5696	0.7031	0.8385
0.3771	8.4545	744	0.7106	0.5842	0.7106	0.8430
0.3771	8.4773	746	0.7216	0.5600	0.7216	0.8495
0.3771	8.5	748	0.7377	0.5232	0.7377	0.8589
0.3771	8.5227	750	0.7475	0.5121	0.7475	0.8646
0.3771	8.5455	752	0.7499	0.5121	0.7499	0.8660
0.3771	8.5682	754	0.7418	0.5232	0.7418	0.8613
0.3771	8.5909	756	0.7330	0.5584	0.7330	0.8561
0.3771	8.6136	758	0.7223	0.5781	0.7223	0.8499
0.3771	8.6364	760	0.7167	0.5895	0.7167	0.8466
0.3771	8.6591	762	0.7120	0.5784	0.7120	0.8438
0.3771	8.6818	764	0.7037	0.5712	0.7037	0.8389
0.3771	8.7045	766	0.6999	0.5712	0.6999	0.8366
0.3771	8.7273	768	0.6973	0.5712	0.6973	0.8350
0.3771	8.75	770	0.6960	0.5696	0.6960	0.8343
0.3771	8.7727	772	0.6954	0.5776	0.6954	0.8339
0.3771	8.7955	774	0.6958	0.5579	0.6958	0.8341
0.3771	8.8182	776	0.6938	0.5651	0.6938	0.8329
0.3771	8.8409	778	0.6907	0.5651	0.6907	0.8311
0.3771	8.8636	780	0.6895	0.5776	0.6895	0.8304
0.3771	8.8864	782	0.6888	0.5776	0.6888	0.8300
0.3771	8.9091	784	0.6893	0.5706	0.6893	0.8302
0.3771	8.9318	786	0.6883	0.5776	0.6883	0.8296
0.3771	8.9545	788	0.6881	0.5776	0.6881	0.8295
0.3771	8.9773	790	0.6905	0.5776	0.6905	0.8310
0.3771	9.0	792	0.6922	0.5753	0.6922	0.8320
0.3771	9.0227	794	0.6942	0.5629	0.6942	0.8332
0.3771	9.0455	796	0.6950	0.5509	0.6950	0.8337
0.3771	9.0682	798	0.6971	0.5360	0.6971	0.8349
0.3771	9.0909	800	0.6995	0.5360	0.6995	0.8364
0.3771	9.1136	802	0.7013	0.5597	0.7013	0.8374
0.3771	9.1364	804	0.6989	0.5753	0.6989	0.8360
0.3771	9.1591	806	0.6951	0.5793	0.6951	0.8337
0.3771	9.1818	808	0.6946	0.5776	0.6946	0.8334
0.3771	9.2045	810	0.6964	0.5776	0.6964	0.8345
0.3771	9.2273	812	0.6991	0.5776	0.6991	0.8361
0.3771	9.25	814	0.7023	0.5776	0.7023	0.8380
0.3771	9.2727	816	0.7027	0.5776	0.7027	0.8383
0.3771	9.2955	818	0.7025	0.5736	0.7025	0.8381
0.3771	9.3182	820	0.7030	0.5753	0.7030	0.8384
0.3771	9.3409	822	0.7051	0.5597	0.7051	0.8397
0.3771	9.3636	824	0.7086	0.5480	0.7086	0.8418
0.3771	9.3864	826	0.7108	0.5644	0.7108	0.8431
0.3771	9.4091	828	0.7097	0.5644	0.7097	0.8424
0.3771	9.4318	830	0.7077	0.5597	0.7077	0.8412
0.3771	9.4545	832	0.7062	0.5567	0.7062	0.8403
0.3771	9.4773	834	0.7062	0.5680	0.7062	0.8404
0.3771	9.5	836	0.7054	0.5736	0.7054	0.8399
0.3771	9.5227	838	0.7052	0.5736	0.7052	0.8398
0.3771	9.5455	840	0.7037	0.5720	0.7037	0.8389
0.3771	9.5682	842	0.7022	0.5720	0.7022	0.8380
0.3771	9.5909	844	0.7017	0.5720	0.7017	0.8377
0.3771	9.6136	846	0.7014	0.5720	0.7014	0.8375
0.3771	9.6364	848	0.7006	0.5720	0.7006	0.8370
0.3771	9.6591	850	0.7006	0.5720	0.7006	0.8370
0.3771	9.6818	852	0.7018	0.5720	0.7018	0.8377
0.3771	9.7045	854	0.7032	0.5720	0.7032	0.8386
0.3771	9.7273	856	0.7041	0.5776	0.7041	0.8391
0.3771	9.75	858	0.7044	0.5776	0.7044	0.8393
0.3771	9.7727	860	0.7045	0.5776	0.7045	0.8393
0.3771	9.7955	862	0.7044	0.5720	0.7044	0.8393
0.3771	9.8182	864	0.7039	0.5720	0.7039	0.8390
0.3771	9.8409	866	0.7039	0.5720	0.7039	0.8390
0.3771	9.8636	868	0.7036	0.5720	0.7036	0.8388
0.3771	9.8864	870	0.7033	0.5720	0.7033	0.8387
0.3771	9.9091	872	0.7029	0.5720	0.7029	0.8384
0.3771	9.9318	874	0.7026	0.5720	0.7026	0.8382
0.3771	9.9545	876	0.7026	0.5720	0.7026	0.8382
0.3771	9.9773	878	0.7026	0.5720	0.7026	0.8382
0.3771	10.0	880	0.7026	0.5720	0.7026	0.8382

Framework versions

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