ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k5_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: 0.8349
• Qwk: 0.4726
• Mse: 0.8349
• Rmse: 0.9137

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: 16
• eval_batch_size: 16
• 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	0.1538	2	6.4156	-0.0218	6.4156	2.5329
No log	0.3077	4	4.3897	-0.0314	4.3897	2.0952
No log	0.4615	6	3.0418	0.0108	3.0418	1.7441
No log	0.6154	8	2.1483	0.0094	2.1483	1.4657
No log	0.7692	10	1.4771	0.0792	1.4771	1.2154
No log	0.9231	12	1.0826	0.1141	1.0826	1.0405
No log	1.0769	14	0.9349	0.0822	0.9349	0.9669
No log	1.2308	16	0.8505	0.0570	0.8505	0.9222
No log	1.3846	18	0.8191	0.0574	0.8191	0.9050
No log	1.5385	20	0.9004	0.0316	0.9004	0.9489
No log	1.6923	22	0.8968	-0.0109	0.8968	0.9470
No log	1.8462	24	0.7947	0.0902	0.7947	0.8914
No log	2.0	26	0.6939	0.3611	0.6939	0.8330
No log	2.1538	28	0.6730	0.3049	0.6730	0.8204
No log	2.3077	30	0.6878	0.2129	0.6878	0.8293
No log	2.4615	32	0.7069	0.1893	0.7069	0.8408
No log	2.6154	34	0.7346	0.1940	0.7346	0.8571
No log	2.7692	36	0.7335	0.1899	0.7335	0.8565
No log	2.9231	38	0.7269	0.2093	0.7269	0.8526
No log	3.0769	40	0.6983	0.2171	0.6983	0.8357
No log	3.2308	42	0.6989	0.2769	0.6989	0.8360
No log	3.3846	44	0.7035	0.3088	0.7035	0.8388
No log	3.5385	46	0.7108	0.3027	0.7108	0.8431
No log	3.6923	48	0.6872	0.3562	0.6872	0.8290
No log	3.8462	50	0.6349	0.3735	0.6349	0.7968
No log	4.0	52	0.5966	0.3764	0.5966	0.7724
No log	4.1538	54	0.5887	0.3867	0.5887	0.7673
No log	4.3077	56	0.5922	0.3931	0.5922	0.7695
No log	4.4615	58	0.6141	0.3784	0.6141	0.7837
No log	4.6154	60	0.6541	0.4241	0.6541	0.8088
No log	4.7692	62	0.6771	0.4220	0.6771	0.8229
No log	4.9231	64	0.7005	0.4297	0.7005	0.8370
No log	5.0769	66	0.7077	0.4792	0.7077	0.8413
No log	5.2308	68	0.6853	0.4694	0.6853	0.8278
No log	5.3846	70	0.6588	0.4663	0.6588	0.8117
No log	5.5385	72	0.6667	0.4584	0.6667	0.8165
No log	5.6923	74	0.6384	0.4878	0.6384	0.7990
No log	5.8462	76	0.6379	0.4781	0.6379	0.7987
No log	6.0	78	0.6300	0.4733	0.6300	0.7937
No log	6.1538	80	0.6020	0.4417	0.6020	0.7759
No log	6.3077	82	0.6042	0.4309	0.6042	0.7773
No log	6.4615	84	0.6367	0.4566	0.6367	0.7979
No log	6.6154	86	0.6827	0.4144	0.6827	0.8262
No log	6.7692	88	0.7756	0.4081	0.7756	0.8807
No log	6.9231	90	0.8274	0.3706	0.8274	0.9096
No log	7.0769	92	0.7321	0.4445	0.7321	0.8556
No log	7.2308	94	0.6358	0.5106	0.6358	0.7974
No log	7.3846	96	0.5832	0.4769	0.5832	0.7637
No log	7.5385	98	0.5805	0.4618	0.5805	0.7619
No log	7.6923	100	0.5891	0.4769	0.5891	0.7675
No log	7.8462	102	0.6253	0.4877	0.6253	0.7908
No log	8.0	104	0.7611	0.4653	0.7611	0.8724
No log	8.1538	106	0.9671	0.4389	0.9671	0.9834
No log	8.3077	108	0.9494	0.4565	0.9494	0.9743
No log	8.4615	110	0.7567	0.4534	0.7567	0.8699
No log	8.6154	112	0.5983	0.4953	0.5983	0.7735
No log	8.7692	114	0.5618	0.4785	0.5618	0.7495
No log	8.9231	116	0.5604	0.4785	0.5604	0.7486
No log	9.0769	118	0.5543	0.4785	0.5543	0.7445
No log	9.2308	120	0.5622	0.4788	0.5622	0.7498
No log	9.3846	122	0.6073	0.5034	0.6073	0.7793
No log	9.5385	124	0.6437	0.4634	0.6437	0.8023
No log	9.6923	126	0.6439	0.4698	0.6439	0.8024
No log	9.8462	128	0.6262	0.4749	0.6262	0.7913
No log	10.0	130	0.6270	0.4892	0.6270	0.7918
No log	10.1538	132	0.6038	0.4942	0.6038	0.7770
No log	10.3077	134	0.5949	0.4882	0.5949	0.7713
No log	10.4615	136	0.6163	0.4709	0.6163	0.7851
No log	10.6154	138	0.6403	0.4648	0.6403	0.8002
No log	10.7692	140	0.6646	0.4674	0.6646	0.8152
No log	10.9231	142	0.6633	0.4816	0.6633	0.8144
No log	11.0769	144	0.6465	0.4627	0.6465	0.8040
No log	11.2308	146	0.6211	0.4903	0.6211	0.7881
No log	11.3846	148	0.6142	0.4413	0.6142	0.7837
No log	11.5385	150	0.6150	0.4787	0.6150	0.7842
No log	11.6923	152	0.6232	0.4639	0.6232	0.7894
No log	11.8462	154	0.6345	0.5151	0.6345	0.7966
No log	12.0	156	0.6473	0.5283	0.6473	0.8046
No log	12.1538	158	0.6909	0.5087	0.6909	0.8312
No log	12.3077	160	0.6975	0.4946	0.6975	0.8352
No log	12.4615	162	0.6535	0.4954	0.6535	0.8084
No log	12.6154	164	0.6535	0.5271	0.6535	0.8084
No log	12.7692	166	0.6643	0.5329	0.6643	0.8150
No log	12.9231	168	0.6728	0.4929	0.6728	0.8202
No log	13.0769	170	0.6803	0.4929	0.6803	0.8248
No log	13.2308	172	0.6888	0.5011	0.6888	0.8300
No log	13.3846	174	0.7173	0.5219	0.7173	0.8469
No log	13.5385	176	0.7115	0.4872	0.7115	0.8435
No log	13.6923	178	0.6984	0.5193	0.6984	0.8357
No log	13.8462	180	0.7191	0.5472	0.7191	0.8480
No log	14.0	182	0.7213	0.5403	0.7213	0.8493
No log	14.1538	184	0.7064	0.5227	0.7064	0.8405
No log	14.3077	186	0.7411	0.5363	0.7411	0.8609
No log	14.4615	188	0.7982	0.5296	0.7982	0.8934
No log	14.6154	190	0.7622	0.5141	0.7622	0.8730
No log	14.7692	192	0.6854	0.5196	0.6854	0.8279
No log	14.9231	194	0.6726	0.4824	0.6726	0.8201
No log	15.0769	196	0.6754	0.4965	0.6754	0.8218
No log	15.2308	198	0.6947	0.5018	0.6947	0.8335
No log	15.3846	200	0.6997	0.5108	0.6997	0.8365
No log	15.5385	202	0.7074	0.5055	0.7074	0.8410
No log	15.6923	204	0.7485	0.5159	0.7485	0.8652
No log	15.8462	206	0.7816	0.5065	0.7816	0.8841
No log	16.0	208	0.7487	0.4736	0.7487	0.8653
No log	16.1538	210	0.7412	0.4851	0.7412	0.8609
No log	16.3077	212	0.7681	0.5147	0.7681	0.8764
No log	16.4615	214	0.7948	0.4984	0.7948	0.8915
No log	16.6154	216	0.7905	0.5041	0.7905	0.8891
No log	16.7692	218	0.8275	0.5	0.8275	0.9097
No log	16.9231	220	0.9386	0.4788	0.9386	0.9688
No log	17.0769	222	0.9765	0.4627	0.9765	0.9882
No log	17.2308	224	0.8748	0.5199	0.8748	0.9353
No log	17.3846	226	0.8077	0.5377	0.8077	0.8987
No log	17.5385	228	0.7836	0.5372	0.7836	0.8852
No log	17.6923	230	0.7738	0.5138	0.7738	0.8797
No log	17.8462	232	0.7745	0.5240	0.7745	0.8801
No log	18.0	234	0.7826	0.5268	0.7826	0.8846
No log	18.1538	236	0.7936	0.5025	0.7936	0.8909
No log	18.3077	238	0.8335	0.4976	0.8335	0.9129
No log	18.4615	240	0.8226	0.4866	0.8226	0.9070
No log	18.6154	242	0.8137	0.5018	0.8137	0.9021
No log	18.7692	244	0.8091	0.4730	0.8091	0.8995
No log	18.9231	246	0.8106	0.4970	0.8106	0.9004
No log	19.0769	248	0.8207	0.4987	0.8207	0.9059
No log	19.2308	250	0.8393	0.5216	0.8393	0.9162
No log	19.3846	252	0.8410	0.5332	0.8410	0.9171
No log	19.5385	254	0.8264	0.5084	0.8264	0.9091
No log	19.6923	256	0.8212	0.5363	0.8212	0.9062
No log	19.8462	258	0.7919	0.5042	0.7919	0.8899
No log	20.0	260	0.7639	0.5364	0.7639	0.8740
No log	20.1538	262	0.7566	0.4837	0.7566	0.8698
No log	20.3077	264	0.7517	0.4796	0.7517	0.8670
No log	20.4615	266	0.7697	0.5058	0.7697	0.8773
No log	20.6154	268	0.8077	0.5343	0.8077	0.8987
No log	20.7692	270	0.8010	0.4930	0.8010	0.8950
No log	20.9231	272	0.8111	0.4428	0.8111	0.9006
No log	21.0769	274	0.8767	0.4992	0.8767	0.9363
No log	21.2308	276	0.8816	0.4992	0.8816	0.9389
No log	21.3846	278	0.8323	0.5074	0.8323	0.9123
No log	21.5385	280	0.8227	0.4992	0.8227	0.9070
No log	21.6923	282	0.8250	0.5275	0.8250	0.9083
No log	21.8462	284	0.8412	0.5111	0.8412	0.9172
No log	22.0	286	0.8329	0.5081	0.8329	0.9126
No log	22.1538	288	0.8311	0.4939	0.8311	0.9117
No log	22.3077	290	0.8201	0.4858	0.8201	0.9056
No log	22.4615	292	0.7956	0.5115	0.7956	0.8919
No log	22.6154	294	0.7952	0.5275	0.7952	0.8917
No log	22.7692	296	0.8158	0.5285	0.8158	0.9032
No log	22.9231	298	0.7941	0.5176	0.7941	0.8911
No log	23.0769	300	0.7908	0.4744	0.7908	0.8893
No log	23.2308	302	0.8260	0.4979	0.8260	0.9089
No log	23.3846	304	0.8384	0.4852	0.8384	0.9157
No log	23.5385	306	0.8374	0.4781	0.8374	0.9151
No log	23.6923	308	0.8407	0.4987	0.8407	0.9169
No log	23.8462	310	0.8322	0.4797	0.8322	0.9123
No log	24.0	312	0.8303	0.4781	0.8303	0.9112
No log	24.1538	314	0.8311	0.4985	0.8311	0.9116
No log	24.3077	316	0.8303	0.4985	0.8303	0.9112
No log	24.4615	318	0.8152	0.4985	0.8152	0.9029
No log	24.6154	320	0.8035	0.4933	0.8035	0.8964
No log	24.7692	322	0.8317	0.5211	0.8317	0.9120
No log	24.9231	324	0.8689	0.5108	0.8689	0.9321
No log	25.0769	326	0.8398	0.5132	0.8398	0.9164
No log	25.2308	328	0.8274	0.5088	0.8274	0.9096
No log	25.3846	330	0.8291	0.4911	0.8291	0.9106
No log	25.5385	332	0.8302	0.5013	0.8302	0.9112
No log	25.6923	334	0.8387	0.4882	0.8387	0.9158
No log	25.8462	336	0.8503	0.4759	0.8503	0.9221
No log	26.0	338	0.8390	0.4853	0.8390	0.9160
No log	26.1538	340	0.8157	0.4580	0.8157	0.9032
No log	26.3077	342	0.8212	0.4913	0.8212	0.9062
No log	26.4615	344	0.8223	0.4821	0.8223	0.9068
No log	26.6154	346	0.8295	0.4995	0.8295	0.9107
No log	26.7692	348	0.8657	0.5131	0.8657	0.9304
No log	26.9231	350	0.8702	0.5128	0.8702	0.9329
No log	27.0769	352	0.8369	0.5047	0.8369	0.9148
No log	27.2308	354	0.8122	0.4793	0.8122	0.9012
No log	27.3846	356	0.8156	0.4885	0.8156	0.9031
No log	27.5385	358	0.8290	0.4852	0.8290	0.9105
No log	27.6923	360	0.8497	0.4768	0.8497	0.9218
No log	27.8462	362	0.9161	0.4934	0.9161	0.9571
No log	28.0	364	0.9645	0.4529	0.9645	0.9821
No log	28.1538	366	0.9536	0.4659	0.9536	0.9765
No log	28.3077	368	0.9120	0.4939	0.9120	0.9550
No log	28.4615	370	0.9009	0.4864	0.9009	0.9492
No log	28.6154	372	0.9018	0.4773	0.9018	0.9497
No log	28.7692	374	0.8808	0.4765	0.8808	0.9385
No log	28.9231	376	0.8663	0.4583	0.8663	0.9307
No log	29.0769	378	0.8830	0.4786	0.8830	0.9397
No log	29.2308	380	0.8988	0.4551	0.8988	0.9481
No log	29.3846	382	0.8656	0.4492	0.8656	0.9304
No log	29.5385	384	0.8005	0.4789	0.8005	0.8947
No log	29.6923	386	0.7757	0.4904	0.7757	0.8807
No log	29.8462	388	0.7787	0.4762	0.7787	0.8824
No log	30.0	390	0.7813	0.4692	0.7813	0.8839
No log	30.1538	392	0.7977	0.4979	0.7977	0.8931
No log	30.3077	394	0.8052	0.4979	0.8052	0.8973
No log	30.4615	396	0.8157	0.4834	0.8157	0.9031
No log	30.6154	398	0.8280	0.5388	0.8280	0.9099
No log	30.7692	400	0.8368	0.4818	0.8368	0.9148
No log	30.9231	402	0.8493	0.4762	0.8493	0.9215
No log	31.0769	404	0.8489	0.4789	0.8489	0.9214
No log	31.2308	406	0.8421	0.4789	0.8421	0.9177
No log	31.3846	408	0.8384	0.4682	0.8384	0.9156
No log	31.5385	410	0.8089	0.4995	0.8089	0.8994
No log	31.6923	412	0.7913	0.5156	0.7913	0.8895
No log	31.8462	414	0.7901	0.5025	0.7901	0.8889
No log	32.0	416	0.8061	0.5119	0.8061	0.8978
No log	32.1538	418	0.8195	0.4998	0.8195	0.9053
No log	32.3077	420	0.8360	0.4860	0.8360	0.9144
No log	32.4615	422	0.8431	0.4866	0.8431	0.9182
No log	32.6154	424	0.8506	0.4872	0.8506	0.9223
No log	32.7692	426	0.8506	0.5133	0.8506	0.9223
No log	32.9231	428	0.8532	0.5120	0.8532	0.9237
No log	33.0769	430	0.8611	0.4955	0.8611	0.9280
No log	33.2308	432	0.8605	0.5003	0.8605	0.9276
No log	33.3846	434	0.8750	0.4908	0.8750	0.9354
No log	33.5385	436	0.9230	0.4389	0.9230	0.9607
No log	33.6923	438	0.9091	0.4455	0.9091	0.9535
No log	33.8462	440	0.8584	0.4544	0.8584	0.9265
No log	34.0	442	0.8351	0.4789	0.8351	0.9138
No log	34.1538	444	0.8358	0.4633	0.8358	0.9142
No log	34.3077	446	0.8389	0.4671	0.8389	0.9159
No log	34.4615	448	0.8389	0.4606	0.8389	0.9159
No log	34.6154	450	0.8554	0.4861	0.8554	0.9249
No log	34.7692	452	0.8661	0.5246	0.8661	0.9306
No log	34.9231	454	0.8601	0.5255	0.8601	0.9274
No log	35.0769	456	0.8431	0.4852	0.8431	0.9182
No log	35.2308	458	0.8905	0.4821	0.8905	0.9437
No log	35.3846	460	0.9785	0.4400	0.9785	0.9892
No log	35.5385	462	0.9671	0.4416	0.9671	0.9834
No log	35.6923	464	0.8944	0.4691	0.8944	0.9457
No log	35.8462	466	0.8745	0.5	0.8745	0.9351
No log	36.0	468	0.8778	0.4970	0.8778	0.9369
No log	36.1538	470	0.8814	0.5142	0.8814	0.9388
No log	36.3077	472	0.9052	0.4878	0.9052	0.9514
No log	36.4615	474	0.9109	0.4673	0.9109	0.9544
No log	36.6154	476	0.8820	0.4800	0.8820	0.9391
No log	36.7692	478	0.8485	0.5193	0.8485	0.9211
No log	36.9231	480	0.8413	0.5168	0.8413	0.9172
No log	37.0769	482	0.8237	0.5145	0.8237	0.9076
No log	37.2308	484	0.8298	0.4265	0.8298	0.9109
No log	37.3846	486	0.8928	0.4521	0.8928	0.9449
No log	37.5385	488	0.8816	0.4389	0.8816	0.9390
No log	37.6923	490	0.8127	0.4265	0.8127	0.9015
No log	37.8462	492	0.7780	0.5208	0.7780	0.8820
No log	38.0	494	0.7840	0.5105	0.7840	0.8855
No log	38.1538	496	0.7907	0.5158	0.7907	0.8892
No log	38.3077	498	0.7899	0.5136	0.7899	0.8887
0.5678	38.4615	500	0.8089	0.4425	0.8089	0.8994
0.5678	38.6154	502	0.8412	0.4405	0.8412	0.9172
0.5678	38.7692	504	0.8434	0.4405	0.8434	0.9184
0.5678	38.9231	506	0.8280	0.4512	0.8280	0.9100
0.5678	39.0769	508	0.8267	0.4565	0.8267	0.9092
0.5678	39.2308	510	0.8224	0.4512	0.8224	0.9069
0.5678	39.3846	512	0.8386	0.4319	0.8386	0.9157
0.5678	39.5385	514	0.8374	0.4319	0.8374	0.9151
0.5678	39.6923	516	0.8438	0.4319	0.8438	0.9186
0.5678	39.8462	518	0.8238	0.4547	0.8238	0.9076
0.5678	40.0	520	0.8253	0.5290	0.8253	0.9084
0.5678	40.1538	522	0.8501	0.5049	0.8501	0.9220
0.5678	40.3077	524	0.8398	0.5146	0.8398	0.9164
0.5678	40.4615	526	0.8297	0.4957	0.8297	0.9109
0.5678	40.6154	528	0.8661	0.4180	0.8661	0.9307
0.5678	40.7692	530	0.8824	0.4078	0.8824	0.9393
0.5678	40.9231	532	0.8910	0.4217	0.8910	0.9439
0.5678	41.0769	534	0.8655	0.4353	0.8655	0.9303
0.5678	41.2308	536	0.8526	0.4671	0.8526	0.9234
0.5678	41.3846	538	0.8409	0.4987	0.8409	0.9170
0.5678	41.5385	540	0.8414	0.4935	0.8414	0.9173
0.5678	41.6923	542	0.8338	0.4935	0.8338	0.9131
0.5678	41.8462	544	0.8331	0.4906	0.8331	0.9127
0.5678	42.0	546	0.8259	0.4873	0.8259	0.9088
0.5678	42.1538	548	0.8289	0.4791	0.8289	0.9105
0.5678	42.3077	550	0.8523	0.4802	0.8523	0.9232
0.5678	42.4615	552	0.8635	0.4459	0.8635	0.9292
0.5678	42.6154	554	0.8633	0.4791	0.8633	0.9292
0.5678	42.7692	556	0.8744	0.4978	0.8744	0.9351
0.5678	42.9231	558	0.8900	0.5145	0.8900	0.9434
0.5678	43.0769	560	0.8843	0.5081	0.8843	0.9404
0.5678	43.2308	562	0.8618	0.5196	0.8618	0.9283
0.5678	43.3846	564	0.8555	0.4530	0.8555	0.9249
0.5678	43.5385	566	0.8637	0.4161	0.8637	0.9293
0.5678	43.6923	568	0.8514	0.4623	0.8514	0.9227
0.5678	43.8462	570	0.8329	0.5111	0.8329	0.9126
0.5678	44.0	572	0.8416	0.5118	0.8416	0.9174
0.5678	44.1538	574	0.8364	0.5127	0.8364	0.9146
0.5678	44.3077	576	0.8338	0.5111	0.8338	0.9131
0.5678	44.4615	578	0.8383	0.4733	0.8383	0.9156
0.5678	44.6154	580	0.8597	0.4090	0.8597	0.9272
0.5678	44.7692	582	0.8598	0.4090	0.8598	0.9273
0.5678	44.9231	584	0.8548	0.4642	0.8548	0.9246
0.5678	45.0769	586	0.8868	0.4952	0.8868	0.9417
0.5678	45.2308	588	0.9289	0.5213	0.9289	0.9638
0.5678	45.3846	590	0.9185	0.5114	0.9185	0.9584
0.5678	45.5385	592	0.8667	0.5010	0.8667	0.9310
0.5678	45.6923	594	0.8397	0.4837	0.8397	0.9164
0.5678	45.8462	596	0.8490	0.4504	0.8490	0.9214
0.5678	46.0	598	0.8570	0.4457	0.8570	0.9258
0.5678	46.1538	600	0.8451	0.4504	0.8451	0.9193
0.5678	46.3077	602	0.8377	0.4896	0.8377	0.9153
0.5678	46.4615	604	0.8383	0.5020	0.8383	0.9156
0.5678	46.6154	606	0.8568	0.5061	0.8568	0.9257
0.5678	46.7692	608	0.8570	0.5020	0.8570	0.9258
0.5678	46.9231	610	0.8661	0.4643	0.8661	0.9307
0.5678	47.0769	612	0.8712	0.4746	0.8712	0.9334
0.5678	47.2308	614	0.8818	0.4579	0.8818	0.9390
0.5678	47.3846	616	0.8903	0.4316	0.8903	0.9436
0.5678	47.5385	618	0.8974	0.4453	0.8974	0.9473
0.5678	47.6923	620	0.8970	0.4579	0.8970	0.9471
0.5678	47.8462	622	0.8952	0.4687	0.8952	0.9461
0.5678	48.0	624	0.8875	0.4696	0.8875	0.9421
0.5678	48.1538	626	0.8827	0.4646	0.8827	0.9395
0.5678	48.3077	628	0.8788	0.4783	0.8788	0.9375
0.5678	48.4615	630	0.8660	0.4773	0.8660	0.9306
0.5678	48.6154	632	0.8583	0.4845	0.8583	0.9264
0.5678	48.7692	634	0.8741	0.4983	0.8741	0.9349
0.5678	48.9231	636	0.8764	0.5081	0.8764	0.9362
0.5678	49.0769	638	0.8587	0.4898	0.8587	0.9267
0.5678	49.2308	640	0.8379	0.4521	0.8379	0.9153
0.5678	49.3846	642	0.8388	0.4265	0.8388	0.9158
0.5678	49.5385	644	0.8287	0.4299	0.8287	0.9103
0.5678	49.6923	646	0.8264	0.4792	0.8264	0.9090
0.5678	49.8462	648	0.8399	0.4923	0.8399	0.9164
0.5678	50.0	650	0.8419	0.4940	0.8419	0.9175
0.5678	50.1538	652	0.8328	0.4732	0.8328	0.9126
0.5678	50.3077	654	0.8356	0.5068	0.8356	0.9141
0.5678	50.4615	656	0.8491	0.4939	0.8491	0.9215
0.5678	50.6154	658	0.8367	0.4931	0.8367	0.9147
0.5678	50.7692	660	0.8083	0.4811	0.8083	0.8990
0.5678	50.9231	662	0.7937	0.4815	0.7937	0.8909
0.5678	51.0769	664	0.7950	0.4583	0.7950	0.8916
0.5678	51.2308	666	0.7952	0.4583	0.7952	0.8917
0.5678	51.3846	668	0.7973	0.4970	0.7973	0.8929
0.5678	51.5385	670	0.8182	0.5118	0.8182	0.9045
0.5678	51.6923	672	0.8213	0.5072	0.8213	0.9063
0.5678	51.8462	674	0.8136	0.5	0.8136	0.9020
0.5678	52.0	676	0.8113	0.4863	0.8113	0.9007
0.5678	52.1538	678	0.8207	0.4477	0.8207	0.9059
0.5678	52.3077	680	0.8504	0.4283	0.8504	0.9222
0.5678	52.4615	682	0.8622	0.4283	0.8622	0.9285
0.5678	52.6154	684	0.8473	0.4423	0.8473	0.9205
0.5678	52.7692	686	0.8485	0.4681	0.8485	0.9211
0.5678	52.9231	688	0.8625	0.4643	0.8625	0.9287
0.5678	53.0769	690	0.8665	0.4839	0.8665	0.9308
0.5678	53.2308	692	0.8553	0.4643	0.8553	0.9248
0.5678	53.3846	694	0.8503	0.4555	0.8503	0.9221
0.5678	53.5385	696	0.8427	0.4452	0.8427	0.9180
0.5678	53.6923	698	0.8399	0.4672	0.8399	0.9164
0.5678	53.8462	700	0.8441	0.4627	0.8441	0.9188
0.5678	54.0	702	0.8751	0.5102	0.8751	0.9354
0.5678	54.1538	704	0.8891	0.5015	0.8891	0.9429
0.5678	54.3077	706	0.8657	0.5010	0.8657	0.9305
0.5678	54.4615	708	0.8406	0.4867	0.8406	0.9168
0.5678	54.6154	710	0.8408	0.4712	0.8408	0.9169
0.5678	54.7692	712	0.8436	0.4607	0.8436	0.9185
0.5678	54.9231	714	0.8469	0.4607	0.8469	0.9203
0.5678	55.0769	716	0.8453	0.4690	0.8453	0.9194
0.5678	55.2308	718	0.8408	0.5081	0.8408	0.9169
0.5678	55.3846	720	0.8163	0.4939	0.8163	0.9035
0.5678	55.5385	722	0.7928	0.4660	0.7928	0.8904
0.5678	55.6923	724	0.7796	0.4565	0.7796	0.8829
0.5678	55.8462	726	0.7789	0.4767	0.7789	0.8826
0.5678	56.0	728	0.7777	0.4804	0.7777	0.8819
0.5678	56.1538	730	0.7916	0.4902	0.7916	0.8897
0.5678	56.3077	732	0.8095	0.4776	0.8095	0.8997
0.5678	56.4615	734	0.8318	0.4984	0.8318	0.9120
0.5678	56.6154	736	0.8412	0.4984	0.8412	0.9172
0.5678	56.7692	738	0.8520	0.4753	0.8520	0.9231
0.5678	56.9231	740	0.8547	0.4512	0.8547	0.9245
0.5678	57.0769	742	0.8617	0.4558	0.8617	0.9283
0.5678	57.2308	744	0.8634	0.4555	0.8634	0.9292
0.5678	57.3846	746	0.8639	0.4626	0.8639	0.9295
0.5678	57.5385	748	0.8455	0.4558	0.8455	0.9195
0.5678	57.6923	750	0.8254	0.4474	0.8254	0.9085
0.5678	57.8462	752	0.8113	0.4744	0.8113	0.9007
0.5678	58.0	754	0.8062	0.4695	0.8062	0.8979
0.5678	58.1538	756	0.8124	0.4562	0.8124	0.9013
0.5678	58.3077	758	0.8211	0.4389	0.8211	0.9061
0.5678	58.4615	760	0.8362	0.4613	0.8362	0.9145
0.5678	58.6154	762	0.8373	0.4644	0.8373	0.9150
0.5678	58.7692	764	0.8291	0.4597	0.8291	0.9106
0.5678	58.9231	766	0.8303	0.4940	0.8303	0.9112
0.5678	59.0769	768	0.8321	0.4886	0.8321	0.9122
0.5678	59.2308	770	0.8463	0.5213	0.8463	0.9200
0.5678	59.3846	772	0.8532	0.4965	0.8532	0.9237
0.5678	59.5385	774	0.8319	0.5300	0.8319	0.9121
0.5678	59.6923	776	0.8026	0.4893	0.8026	0.8959
0.5678	59.8462	778	0.7881	0.4876	0.7881	0.8877
0.5678	60.0	780	0.7911	0.4695	0.7911	0.8894
0.5678	60.1538	782	0.7938	0.4695	0.7938	0.8910
0.5678	60.3077	784	0.8001	0.4695	0.8001	0.8945
0.5678	60.4615	786	0.8053	0.4931	0.8053	0.8974
0.5678	60.6154	788	0.8186	0.5236	0.8186	0.9048
0.5678	60.7692	790	0.8377	0.4922	0.8377	0.9153
0.5678	60.9231	792	0.8689	0.5277	0.8689	0.9321
0.5678	61.0769	794	0.8792	0.5257	0.8792	0.9377
0.5678	61.2308	796	0.8548	0.5241	0.8548	0.9246
0.5678	61.3846	798	0.8186	0.5260	0.8186	0.9048
0.5678	61.5385	800	0.8041	0.4756	0.8041	0.8967
0.5678	61.6923	802	0.8232	0.4843	0.8232	0.9073
0.5678	61.8462	804	0.8622	0.4504	0.8622	0.9285
0.5678	62.0	806	0.8687	0.4437	0.8687	0.9320
0.5678	62.1538	808	0.8516	0.4535	0.8516	0.9228
0.5678	62.3077	810	0.8372	0.4703	0.8372	0.9150
0.5678	62.4615	812	0.8460	0.5148	0.8460	0.9198
0.5678	62.6154	814	0.8530	0.4997	0.8530	0.9236
0.5678	62.7692	816	0.8434	0.5048	0.8434	0.9184
0.5678	62.9231	818	0.8429	0.5033	0.8429	0.9181
0.5678	63.0769	820	0.8364	0.5130	0.8364	0.9145
0.5678	63.2308	822	0.8260	0.4926	0.8260	0.9089
0.5678	63.3846	824	0.8347	0.4888	0.8347	0.9136
0.5678	63.5385	826	0.8458	0.4619	0.8458	0.9197
0.5678	63.6923	828	0.8425	0.4619	0.8425	0.9179
0.5678	63.8462	830	0.8281	0.4914	0.8281	0.9100
0.5678	64.0	832	0.8237	0.4948	0.8237	0.9076
0.5678	64.1538	834	0.8311	0.4893	0.8311	0.9116
0.5678	64.3077	836	0.8455	0.4990	0.8455	0.9195
0.5678	64.4615	838	0.8507	0.4982	0.8507	0.9223
0.5678	64.6154	840	0.8450	0.4847	0.8450	0.9192
0.5678	64.7692	842	0.8419	0.4552	0.8419	0.9175
0.5678	64.9231	844	0.8428	0.4898	0.8428	0.9180
0.5678	65.0769	846	0.8455	0.4853	0.8455	0.9195
0.5678	65.2308	848	0.8439	0.4842	0.8439	0.9187
0.5678	65.3846	850	0.8461	0.4896	0.8461	0.9199
0.5678	65.5385	852	0.8475	0.4987	0.8475	0.9206
0.5678	65.6923	854	0.8492	0.4873	0.8492	0.9215
0.5678	65.8462	856	0.8547	0.4797	0.8547	0.9245
0.5678	66.0	858	0.8611	0.4802	0.8611	0.9280
0.5678	66.1538	860	0.8714	0.4646	0.8714	0.9335
0.5678	66.3077	862	0.8751	0.4646	0.8751	0.9355
0.5678	66.4615	864	0.8760	0.4620	0.8760	0.9360
0.5678	66.6154	866	0.8747	0.4592	0.8747	0.9353
0.5678	66.7692	868	0.8663	0.4733	0.8663	0.9308
0.5678	66.9231	870	0.8582	0.4797	0.8582	0.9264
0.5678	67.0769	872	0.8487	0.4866	0.8487	0.9212
0.5678	67.2308	874	0.8414	0.4879	0.8414	0.9173
0.5678	67.3846	876	0.8374	0.5039	0.8374	0.9151
0.5678	67.5385	878	0.8319	0.5048	0.8319	0.9121
0.5678	67.6923	880	0.8208	0.4879	0.8208	0.9060
0.5678	67.8462	882	0.8087	0.4826	0.8087	0.8993
0.5678	68.0	884	0.8043	0.4826	0.8043	0.8968
0.5678	68.1538	886	0.8052	0.4809	0.8052	0.8974
0.5678	68.3077	888	0.8078	0.4809	0.8078	0.8988
0.5678	68.4615	890	0.8150	0.5208	0.8150	0.9028
0.5678	68.6154	892	0.8262	0.5208	0.8262	0.9089
0.5678	68.7692	894	0.8387	0.5139	0.8387	0.9158
0.5678	68.9231	896	0.8441	0.5094	0.8441	0.9187
0.5678	69.0769	898	0.8453	0.5176	0.8453	0.9194
0.5678	69.2308	900	0.8478	0.4907	0.8478	0.9208
0.5678	69.3846	902	0.8502	0.4907	0.8502	0.9221
0.5678	69.5385	904	0.8506	0.4950	0.8506	0.9223
0.5678	69.6923	906	0.8488	0.4958	0.8488	0.9213
0.5678	69.8462	908	0.8484	0.5003	0.8484	0.9211
0.5678	70.0	910	0.8505	0.5092	0.8505	0.9222
0.5678	70.1538	912	0.8572	0.5051	0.8572	0.9258
0.5678	70.3077	914	0.8593	0.4920	0.8593	0.9270
0.5678	70.4615	916	0.8611	0.4970	0.8611	0.9280
0.5678	70.6154	918	0.8549	0.4985	0.8549	0.9246
0.5678	70.7692	920	0.8512	0.4820	0.8512	0.9226
0.5678	70.9231	922	0.8477	0.5047	0.8477	0.9207
0.5678	71.0769	924	0.8526	0.5003	0.8526	0.9234
0.5678	71.2308	926	0.8604	0.4934	0.8604	0.9276
0.5678	71.3846	928	0.8616	0.4934	0.8616	0.9282
0.5678	71.5385	930	0.8642	0.5003	0.8642	0.9296
0.5678	71.6923	932	0.8616	0.5010	0.8616	0.9282
0.5678	71.8462	934	0.8586	0.4850	0.8586	0.9266
0.5678	72.0	936	0.8541	0.4805	0.8541	0.9242
0.5678	72.1538	938	0.8541	0.4765	0.8541	0.9242
0.5678	72.3077	940	0.8542	0.4731	0.8542	0.9242
0.5678	72.4615	942	0.8462	0.4731	0.8462	0.9199
0.5678	72.6154	944	0.8387	0.4653	0.8387	0.9158
0.5678	72.7692	946	0.8281	0.4914	0.8281	0.9100
0.5678	72.9231	948	0.8228	0.4950	0.8228	0.9071
0.5678	73.0769	950	0.8188	0.4734	0.8188	0.9049
0.5678	73.2308	952	0.8185	0.5024	0.8185	0.9047
0.5678	73.3846	954	0.8142	0.4846	0.8142	0.9023
0.5678	73.5385	956	0.8119	0.4809	0.8119	0.9010
0.5678	73.6923	958	0.8147	0.4846	0.8147	0.9026
0.5678	73.8462	960	0.8140	0.5203	0.8140	0.9022
0.5678	74.0	962	0.8147	0.5024	0.8147	0.9026
0.5678	74.1538	964	0.8187	0.5203	0.8187	0.9048
0.5678	74.3077	966	0.8194	0.5024	0.8194	0.9052
0.5678	74.4615	968	0.8184	0.4866	0.8184	0.9047
0.5678	74.6154	970	0.8196	0.4905	0.8196	0.9053
0.5678	74.7692	972	0.8277	0.4905	0.8277	0.9098
0.5678	74.9231	974	0.8345	0.4898	0.8345	0.9135
0.5678	75.0769	976	0.8371	0.4898	0.8371	0.9149
0.5678	75.2308	978	0.8353	0.4830	0.8353	0.9140
0.5678	75.3846	980	0.8351	0.4856	0.8351	0.9138
0.5678	75.5385	982	0.8433	0.5024	0.8433	0.9183
0.5678	75.6923	984	0.8506	0.5247	0.8506	0.9223
0.5678	75.8462	986	0.8555	0.4969	0.8555	0.9249
0.5678	76.0	988	0.8582	0.5044	0.8582	0.9264
0.5678	76.1538	990	0.8533	0.5077	0.8533	0.9238
0.5678	76.3077	992	0.8495	0.4850	0.8495	0.9217
0.5678	76.4615	994	0.8449	0.4850	0.8449	0.9192
0.5678	76.6154	996	0.8348	0.4918	0.8348	0.9137
0.5678	76.7692	998	0.8266	0.4907	0.8266	0.9092
0.11	76.9231	1000	0.8246	0.4907	0.8246	0.9081
0.11	77.0769	1002	0.8272	0.4780	0.8272	0.9095
0.11	77.2308	1004	0.8357	0.4978	0.8357	0.9142
0.11	77.3846	1006	0.8394	0.4873	0.8394	0.9162
0.11	77.5385	1008	0.8390	0.4873	0.8390	0.9160
0.11	77.6923	1010	0.8350	0.4850	0.8350	0.9138
0.11	77.8462	1012	0.8355	0.4803	0.8355	0.9141
0.11	78.0	1014	0.8349	0.4726	0.8349	0.9137

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1