ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k15_task7_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: 0.4760
• Qwk: 0.5965
• Mse: 0.4760
• Rmse: 0.6899

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	0.0526	2	2.4742	-0.0262	2.4742	1.5730
No log	0.1053	4	1.3467	0.0423	1.3467	1.1605
No log	0.1579	6	0.9517	-0.0622	0.9517	0.9756
No log	0.2105	8	0.9130	0.1508	0.9130	0.9555
No log	0.2632	10	0.9536	0.1180	0.9536	0.9765
No log	0.3158	12	0.9793	0.1584	0.9793	0.9896
No log	0.3684	14	0.7882	-0.0149	0.7882	0.8878
No log	0.4211	16	0.7247	0.0	0.7247	0.8513
No log	0.4737	18	0.8137	0.2156	0.8137	0.9020
No log	0.5263	20	0.8123	0.1786	0.8123	0.9013
No log	0.5789	22	0.8021	0.0	0.8021	0.8956
No log	0.6316	24	0.7675	-0.0027	0.7675	0.8761
No log	0.6842	26	0.6940	0.1287	0.6940	0.8331
No log	0.7368	28	0.7868	0.1372	0.7868	0.8870
No log	0.7895	30	0.8928	0.3444	0.8928	0.9449
No log	0.8421	32	0.7854	0.0944	0.7854	0.8862
No log	0.8947	34	0.7197	0.1327	0.7197	0.8483
No log	0.9474	36	0.7623	0.1327	0.7623	0.8731
No log	1.0	38	0.7829	0.2128	0.7829	0.8848
No log	1.0526	40	0.7623	0.2412	0.7623	0.8731
No log	1.1053	42	0.7603	0.1942	0.7603	0.8720
No log	1.1579	44	0.7795	0.3019	0.7795	0.8829
No log	1.2105	46	0.9561	0.1300	0.9561	0.9778
No log	1.2632	48	1.0133	0.0390	1.0133	1.0066
No log	1.3158	50	0.8660	0.2642	0.8660	0.9306
No log	1.3684	52	0.7905	0.3050	0.7905	0.8891
No log	1.4211	54	0.7617	0.1710	0.7617	0.8728
No log	1.4737	56	0.7881	0.3477	0.7881	0.8878
No log	1.5263	58	0.7931	0.3125	0.7931	0.8905
No log	1.5789	60	0.7635	0.2815	0.7635	0.8738
No log	1.6316	62	0.7978	0.1988	0.7978	0.8932
No log	1.6842	64	0.7783	0.2540	0.7783	0.8822
No log	1.7368	66	0.7563	0.2711	0.7563	0.8697
No log	1.7895	68	0.7736	0.1935	0.7736	0.8795
No log	1.8421	70	0.7377	0.1935	0.7377	0.8589
No log	1.8947	72	0.6690	0.2325	0.6690	0.8179
No log	1.9474	74	0.7945	0.2584	0.7945	0.8913
No log	2.0	76	0.7143	0.3299	0.7143	0.8452
No log	2.0526	78	0.6208	0.4111	0.6208	0.7879
No log	2.1053	80	0.8464	0.3134	0.8464	0.9200
No log	2.1579	82	1.0384	0.4186	1.0384	1.0190
No log	2.2105	84	0.9522	0.3782	0.9522	0.9758
No log	2.2632	86	0.6274	0.3524	0.6274	0.7921
No log	2.3158	88	0.6905	0.4677	0.6905	0.8309
No log	2.3684	90	0.7448	0.4018	0.7448	0.8630
No log	2.4211	92	0.6869	0.3125	0.6869	0.8288
No log	2.4737	94	0.6377	0.3228	0.6377	0.7985
No log	2.5263	96	0.7292	0.3099	0.7292	0.8539
No log	2.5789	98	0.8526	0.3234	0.8526	0.9234
No log	2.6316	100	0.7698	0.3167	0.7698	0.8774
No log	2.6842	102	0.7309	0.2923	0.7309	0.8549
No log	2.7368	104	0.8169	0.2402	0.8169	0.9038
No log	2.7895	106	0.8394	0.2435	0.8394	0.9162
No log	2.8421	108	0.7820	0.2738	0.7820	0.8843
No log	2.8947	110	0.7147	0.3001	0.7147	0.8454
No log	2.9474	112	0.6249	0.3029	0.6249	0.7905
No log	3.0	114	0.5915	0.3717	0.5915	0.7691
No log	3.0526	116	0.5890	0.3558	0.5890	0.7675
No log	3.1053	118	0.5950	0.3860	0.5950	0.7713
No log	3.1579	120	0.5859	0.4983	0.5859	0.7654
No log	3.2105	122	0.5951	0.4001	0.5951	0.7714
No log	3.2632	124	0.6117	0.4036	0.6117	0.7821
No log	3.3158	126	0.6966	0.4058	0.6966	0.8346
No log	3.3684	128	0.6591	0.4161	0.6591	0.8118
No log	3.4211	130	0.5811	0.3688	0.5811	0.7623
No log	3.4737	132	0.7267	0.3770	0.7267	0.8525
No log	3.5263	134	0.7746	0.4051	0.7746	0.8801
No log	3.5789	136	0.6292	0.4769	0.6292	0.7933
No log	3.6316	138	0.5997	0.5014	0.5997	0.7744
No log	3.6842	140	0.7048	0.4828	0.7048	0.8395
No log	3.7368	142	0.6444	0.4429	0.6444	0.8027
No log	3.7895	144	0.5655	0.5269	0.5655	0.7520
No log	3.8421	146	0.6224	0.4721	0.6224	0.7890
No log	3.8947	148	0.6868	0.5323	0.6868	0.8287
No log	3.9474	150	0.6479	0.5076	0.6479	0.8049
No log	4.0	152	0.6437	0.4854	0.6437	0.8023
No log	4.0526	154	0.6440	0.4315	0.6440	0.8025
No log	4.1053	156	0.5829	0.4292	0.5829	0.7635
No log	4.1579	158	0.5579	0.5348	0.5579	0.7469
No log	4.2105	160	0.5589	0.4795	0.5589	0.7476
No log	4.2632	162	0.5634	0.4924	0.5634	0.7506
No log	4.3158	164	0.6120	0.3942	0.6120	0.7823
No log	4.3684	166	0.7121	0.3699	0.7121	0.8439
No log	4.4211	168	0.6613	0.3544	0.6613	0.8132
No log	4.4737	170	0.6199	0.3945	0.6199	0.7873
No log	4.5263	172	0.6344	0.3837	0.6344	0.7965
No log	4.5789	174	0.7027	0.3656	0.7027	0.8383
No log	4.6316	176	0.8066	0.3618	0.8066	0.8981
No log	4.6842	178	0.7740	0.4018	0.7740	0.8798
No log	4.7368	180	0.6499	0.4023	0.6499	0.8062
No log	4.7895	182	0.6392	0.4771	0.6392	0.7995
No log	4.8421	184	0.6599	0.4800	0.6599	0.8123
No log	4.8947	186	0.6630	0.5014	0.6630	0.8142
No log	4.9474	188	0.6766	0.4250	0.6766	0.8226
No log	5.0	190	0.6519	0.5083	0.6519	0.8074
No log	5.0526	192	0.6723	0.3948	0.6723	0.8199
No log	5.1053	194	0.6836	0.3574	0.6836	0.8268
No log	5.1579	196	0.5929	0.4329	0.5929	0.7700
No log	5.2105	198	0.6030	0.4437	0.6030	0.7766
No log	5.2632	200	0.8670	0.3411	0.8670	0.9311
No log	5.3158	202	0.9028	0.3357	0.9028	0.9502
No log	5.3684	204	0.7498	0.4648	0.7498	0.8659
No log	5.4211	206	0.7463	0.4648	0.7463	0.8639
No log	5.4737	208	0.6240	0.4212	0.6240	0.7900
No log	5.5263	210	0.5915	0.4406	0.5915	0.7691
No log	5.5789	212	0.6351	0.5445	0.6351	0.7969
No log	5.6316	214	0.5901	0.4841	0.5901	0.7682
No log	5.6842	216	0.5947	0.5125	0.5947	0.7712
No log	5.7368	218	0.6865	0.4144	0.6865	0.8286
No log	5.7895	220	0.6461	0.4239	0.6461	0.8038
No log	5.8421	222	0.5850	0.5640	0.5850	0.7648
No log	5.8947	224	0.6514	0.4556	0.6514	0.8071
No log	5.9474	226	0.7718	0.3827	0.7718	0.8785
No log	6.0	228	0.8920	0.3924	0.8920	0.9444
No log	6.0526	230	0.8464	0.3924	0.8464	0.9200
No log	6.1053	232	0.6797	0.5003	0.6797	0.8245
No log	6.1579	234	0.5879	0.4660	0.5879	0.7668
No log	6.2105	236	0.6276	0.4777	0.6276	0.7922
No log	6.2632	238	0.6126	0.4997	0.6126	0.7827
No log	6.3158	240	0.5669	0.4757	0.5669	0.7529
No log	6.3684	242	0.6203	0.4633	0.6203	0.7876
No log	6.4211	244	0.6383	0.4732	0.6383	0.7990
No log	6.4737	246	0.5774	0.4205	0.5774	0.7599
No log	6.5263	248	0.5862	0.4124	0.5862	0.7656
No log	6.5789	250	0.7461	0.4666	0.7461	0.8638
No log	6.6316	252	0.7551	0.4738	0.7551	0.8690
No log	6.6842	254	0.6258	0.4065	0.6258	0.7910
No log	6.7368	256	0.5727	0.4795	0.5727	0.7568
No log	6.7895	258	0.6322	0.5061	0.6322	0.7951
No log	6.8421	260	0.6093	0.4909	0.6093	0.7806
No log	6.8947	262	0.5523	0.4795	0.5523	0.7432
No log	6.9474	264	0.5729	0.5437	0.5729	0.7569
No log	7.0	266	0.7110	0.4521	0.7110	0.8432
No log	7.0526	268	0.7512	0.4413	0.7512	0.8667
No log	7.1053	270	0.6652	0.4315	0.6652	0.8156
No log	7.1579	272	0.6104	0.5104	0.6104	0.7813
No log	7.2105	274	0.5661	0.4105	0.5661	0.7524
No log	7.2632	276	0.5746	0.4555	0.5746	0.7580
No log	7.3158	278	0.5668	0.5039	0.5668	0.7529
No log	7.3684	280	0.6000	0.4808	0.6000	0.7746
No log	7.4211	282	0.6791	0.4788	0.6791	0.8241
No log	7.4737	284	0.7014	0.4788	0.7014	0.8375
No log	7.5263	286	0.6286	0.4749	0.6286	0.7928
No log	7.5789	288	0.5516	0.5076	0.5516	0.7427
No log	7.6316	290	0.5697	0.4444	0.5697	0.7548
No log	7.6842	292	0.5867	0.4697	0.5867	0.7660
No log	7.7368	294	0.5875	0.5125	0.5875	0.7665
No log	7.7895	296	0.6060	0.5235	0.6060	0.7784
No log	7.8421	298	0.6089	0.5174	0.6089	0.7803
No log	7.8947	300	0.6074	0.5383	0.6074	0.7794
No log	7.9474	302	0.6387	0.5706	0.6387	0.7992
No log	8.0	304	0.6193	0.5765	0.6193	0.7870
No log	8.0526	306	0.5704	0.5373	0.5704	0.7552
No log	8.1053	308	0.6121	0.4067	0.6121	0.7824
No log	8.1579	310	0.6659	0.3814	0.6659	0.8161
No log	8.2105	312	0.6403	0.3545	0.6403	0.8002
No log	8.2632	314	0.5826	0.3308	0.5826	0.7633
No log	8.3158	316	0.5732	0.3435	0.5732	0.7571
No log	8.3684	318	0.5674	0.4547	0.5674	0.7532
No log	8.4211	320	0.5754	0.5071	0.5754	0.7586
No log	8.4737	322	0.6582	0.4732	0.6582	0.8113
No log	8.5263	324	0.7069	0.5229	0.7069	0.8407
No log	8.5789	326	0.6282	0.5056	0.6282	0.7926
No log	8.6316	328	0.5353	0.4747	0.5353	0.7317
No log	8.6842	330	0.5136	0.4788	0.5136	0.7167
No log	8.7368	332	0.5271	0.4918	0.5271	0.7260
No log	8.7895	334	0.5340	0.3808	0.5340	0.7308
No log	8.8421	336	0.5273	0.4902	0.5273	0.7262
No log	8.8947	338	0.5211	0.4902	0.5211	0.7219
No log	8.9474	340	0.5180	0.4614	0.5180	0.7198
No log	9.0	342	0.4962	0.5698	0.4962	0.7044
No log	9.0526	344	0.4978	0.6370	0.4978	0.7056
No log	9.1053	346	0.5246	0.6079	0.5246	0.7243
No log	9.1579	348	0.5452	0.5233	0.5452	0.7384
No log	9.2105	350	0.5361	0.5352	0.5361	0.7322
No log	9.2632	352	0.5561	0.5779	0.5561	0.7457
No log	9.3158	354	0.5375	0.5110	0.5375	0.7332
No log	9.3684	356	0.5241	0.5195	0.5241	0.7239
No log	9.4211	358	0.5200	0.5648	0.5200	0.7211
No log	9.4737	360	0.5556	0.5516	0.5556	0.7454
No log	9.5263	362	0.5876	0.4815	0.5876	0.7666
No log	9.5789	364	0.5492	0.5017	0.5492	0.7411
No log	9.6316	366	0.5002	0.4934	0.5002	0.7072
No log	9.6842	368	0.4968	0.5390	0.4968	0.7048
No log	9.7368	370	0.4930	0.5611	0.4930	0.7022
No log	9.7895	372	0.4823	0.5057	0.4823	0.6945
No log	9.8421	374	0.5064	0.5939	0.5064	0.7116
No log	9.8947	376	0.5416	0.5357	0.5416	0.7360
No log	9.9474	378	0.5161	0.5726	0.5161	0.7184
No log	10.0	380	0.4758	0.5672	0.4758	0.6898
No log	10.0526	382	0.5078	0.5826	0.5078	0.7126
No log	10.1053	384	0.5177	0.5826	0.5177	0.7195
No log	10.1579	386	0.5073	0.5603	0.5073	0.7123
No log	10.2105	388	0.4882	0.5143	0.4882	0.6987
No log	10.2632	390	0.5175	0.5939	0.5175	0.7194
No log	10.3158	392	0.5275	0.5939	0.5275	0.7263
No log	10.3684	394	0.5050	0.6426	0.5050	0.7106
No log	10.4211	396	0.5194	0.5607	0.5194	0.7207
No log	10.4737	398	0.6364	0.5401	0.6364	0.7978
No log	10.5263	400	0.7320	0.4799	0.7320	0.8555
No log	10.5789	402	0.7312	0.5103	0.7312	0.8551
No log	10.6316	404	0.6037	0.5003	0.6037	0.7770
No log	10.6842	406	0.5016	0.5390	0.5016	0.7082
No log	10.7368	408	0.4922	0.6517	0.4922	0.7016
No log	10.7895	410	0.4969	0.5955	0.4969	0.7049
No log	10.8421	412	0.4833	0.5986	0.4833	0.6952
No log	10.8947	414	0.5139	0.5189	0.5139	0.7169
No log	10.9474	416	0.5411	0.4931	0.5411	0.7356
No log	11.0	418	0.5178	0.5117	0.5178	0.7196
No log	11.0526	420	0.4975	0.5231	0.4975	0.7054
No log	11.1053	422	0.4900	0.5719	0.4900	0.7000
No log	11.1579	424	0.5448	0.5786	0.5448	0.7381
No log	11.2105	426	0.6307	0.5080	0.6307	0.7941
No log	11.2632	428	0.6064	0.5246	0.6064	0.7787
No log	11.3158	430	0.5226	0.5816	0.5226	0.7229
No log	11.3684	432	0.5023	0.5993	0.5023	0.7087
No log	11.4211	434	0.5482	0.5908	0.5482	0.7404
No log	11.4737	436	0.5796	0.5184	0.5796	0.7613
No log	11.5263	438	0.5559	0.5657	0.5559	0.7456
No log	11.5789	440	0.5139	0.5373	0.5139	0.7169
No log	11.6316	442	0.5182	0.5151	0.5182	0.7199
No log	11.6842	444	0.5503	0.5698	0.5503	0.7418
No log	11.7368	446	0.5446	0.5386	0.5446	0.7380
No log	11.7895	448	0.5268	0.5076	0.5268	0.7258
No log	11.8421	450	0.5261	0.5170	0.5261	0.7254
No log	11.8947	452	0.5365	0.5228	0.5365	0.7325
No log	11.9474	454	0.5441	0.5228	0.5441	0.7377
No log	12.0	456	0.5341	0.4378	0.5341	0.7308
No log	12.0526	458	0.5522	0.4661	0.5522	0.7431
No log	12.1053	460	0.5720	0.5726	0.5720	0.7563
No log	12.1579	462	0.5382	0.4229	0.5382	0.7336
No log	12.2105	464	0.5300	0.4746	0.5300	0.7280
No log	12.2632	466	0.5364	0.4677	0.5364	0.7324
No log	12.3158	468	0.5326	0.4918	0.5326	0.7298
No log	12.3684	470	0.5322	0.5171	0.5322	0.7296
No log	12.4211	472	0.5265	0.5846	0.5265	0.7256
No log	12.4737	474	0.5224	0.5095	0.5224	0.7228
No log	12.5263	476	0.5580	0.5228	0.5580	0.7470
No log	12.5789	478	0.5758	0.4524	0.5758	0.7588
No log	12.6316	480	0.5426	0.5228	0.5426	0.7366
No log	12.6842	482	0.5238	0.5648	0.5238	0.7237
No log	12.7368	484	0.5076	0.5268	0.5076	0.7125
No log	12.7895	486	0.5294	0.5985	0.5294	0.7276
No log	12.8421	488	0.5586	0.5373	0.5586	0.7474
No log	12.8947	490	0.5357	0.5571	0.5357	0.7319
No log	12.9474	492	0.4918	0.5719	0.4918	0.7013
No log	13.0	494	0.5564	0.5591	0.5564	0.7459
No log	13.0526	496	0.6171	0.5750	0.6171	0.7855
No log	13.1053	498	0.6040	0.5431	0.6040	0.7772
0.3758	13.1579	500	0.5627	0.4929	0.5627	0.7501
0.3758	13.2105	502	0.5038	0.5367	0.5038	0.7098
0.3758	13.2632	504	0.4876	0.5151	0.4876	0.6983
0.3758	13.3158	506	0.4868	0.5404	0.4868	0.6977
0.3758	13.3684	508	0.4879	0.4888	0.4879	0.6985
0.3758	13.4211	510	0.4910	0.5467	0.4910	0.7007
0.3758	13.4737	512	0.4936	0.5467	0.4936	0.7026
0.3758	13.5263	514	0.4942	0.5248	0.4942	0.7030
0.3758	13.5789	516	0.4972	0.5367	0.4972	0.7051
0.3758	13.6316	518	0.4988	0.5133	0.4988	0.7063
0.3758	13.6842	520	0.5013	0.5915	0.5013	0.7080
0.3758	13.7368	522	0.5062	0.5159	0.5062	0.7115
0.3758	13.7895	524	0.5199	0.5166	0.5199	0.7210
0.3758	13.8421	526	0.5187	0.5166	0.5187	0.7202
0.3758	13.8947	528	0.4951	0.5765	0.4951	0.7036
0.3758	13.9474	530	0.4911	0.5617	0.4911	0.7008
0.3758	14.0	532	0.4936	0.6071	0.4936	0.7026
0.3758	14.0526	534	0.4919	0.6657	0.4919	0.7014
0.3758	14.1053	536	0.4910	0.6575	0.4910	0.7007
0.3758	14.1579	538	0.4888	0.6374	0.4888	0.6992
0.3758	14.2105	540	0.4973	0.7014	0.4973	0.7052
0.3758	14.2632	542	0.4965	0.7146	0.4965	0.7046
0.3758	14.3158	544	0.4655	0.7137	0.4655	0.6823
0.3758	14.3684	546	0.4443	0.7414	0.4443	0.6666
0.3758	14.4211	548	0.4423	0.5913	0.4423	0.6651
0.3758	14.4737	550	0.4434	0.5936	0.4434	0.6658
0.3758	14.5263	552	0.4418	0.6943	0.4418	0.6647
0.3758	14.5789	554	0.4652	0.6537	0.4652	0.6821
0.3758	14.6316	556	0.4940	0.5721	0.4940	0.7028
0.3758	14.6842	558	0.4837	0.6169	0.4837	0.6955
0.3758	14.7368	560	0.4615	0.5999	0.4615	0.6793
0.3758	14.7895	562	0.4517	0.5860	0.4517	0.6721
0.3758	14.8421	564	0.4741	0.5741	0.4741	0.6886
0.3758	14.8947	566	0.4761	0.5597	0.4761	0.6900
0.3758	14.9474	568	0.4647	0.5951	0.4647	0.6817
0.3758	15.0	570	0.4833	0.6698	0.4833	0.6952
0.3758	15.0526	572	0.4947	0.6445	0.4947	0.7033
0.3758	15.1053	574	0.4897	0.6278	0.4897	0.6998
0.3758	15.1579	576	0.4883	0.6568	0.4883	0.6988
0.3758	15.2105	578	0.4895	0.6639	0.4895	0.6996
0.3758	15.2632	580	0.4918	0.6460	0.4918	0.7013
0.3758	15.3158	582	0.4820	0.6298	0.4820	0.6943
0.3758	15.3684	584	0.4718	0.5831	0.4718	0.6869
0.3758	15.4211	586	0.4646	0.5361	0.4646	0.6816
0.3758	15.4737	588	0.4606	0.5152	0.4606	0.6787
0.3758	15.5263	590	0.4636	0.5397	0.4636	0.6809
0.3758	15.5789	592	0.4555	0.5208	0.4555	0.6749
0.3758	15.6316	594	0.4604	0.6615	0.4604	0.6785
0.3758	15.6842	596	0.4602	0.6517	0.4602	0.6784
0.3758	15.7368	598	0.4548	0.5846	0.4548	0.6744
0.3758	15.7895	600	0.4624	0.5649	0.4624	0.6800
0.3758	15.8421	602	0.4834	0.6096	0.4834	0.6953
0.3758	15.8947	604	0.4789	0.5649	0.4789	0.6920
0.3758	15.9474	606	0.4521	0.5633	0.4521	0.6724
0.3758	16.0	608	0.4528	0.6555	0.4528	0.6729
0.3758	16.0526	610	0.4564	0.6370	0.4564	0.6756
0.3758	16.1053	612	0.4826	0.6013	0.4826	0.6947
0.3758	16.1579	614	0.5415	0.5908	0.5415	0.7358
0.3758	16.2105	616	0.5379	0.5983	0.5379	0.7334
0.3758	16.2632	618	0.4945	0.5796	0.4945	0.7032
0.3758	16.3158	620	0.4761	0.5414	0.4761	0.6900
0.3758	16.3684	622	0.4763	0.5304	0.4763	0.6901
0.3758	16.4211	624	0.4760	0.5373	0.4760	0.6899
0.3758	16.4737	626	0.4726	0.5649	0.4726	0.6874
0.3758	16.5263	628	0.4764	0.5649	0.4764	0.6902
0.3758	16.5789	630	0.4935	0.5649	0.4935	0.7025
0.3758	16.6316	632	0.4947	0.5649	0.4947	0.7033
0.3758	16.6842	634	0.4767	0.5649	0.4767	0.6904
0.3758	16.7368	636	0.4630	0.5475	0.4630	0.6804
0.3758	16.7895	638	0.4657	0.6111	0.4657	0.6824
0.3758	16.8421	640	0.4732	0.6228	0.4732	0.6879
0.3758	16.8947	642	0.4690	0.5888	0.4690	0.6848
0.3758	16.9474	644	0.4692	0.6566	0.4692	0.6850
0.3758	17.0	646	0.4656	0.6566	0.4656	0.6823
0.3758	17.0526	648	0.4593	0.6351	0.4593	0.6777
0.3758	17.1053	650	0.4549	0.6648	0.4549	0.6745
0.3758	17.1579	652	0.4597	0.5930	0.4597	0.6780
0.3758	17.2105	654	0.4668	0.5397	0.4668	0.6832
0.3758	17.2632	656	0.4733	0.5617	0.4733	0.6880
0.3758	17.3158	658	0.4848	0.6001	0.4848	0.6963
0.3758	17.3684	660	0.5194	0.5468	0.5194	0.7207
0.3758	17.4211	662	0.5300	0.5858	0.5300	0.7280
0.3758	17.4737	664	0.5351	0.5966	0.5351	0.7315
0.3758	17.5263	666	0.5088	0.5886	0.5088	0.7133
0.3758	17.5789	668	0.4847	0.6542	0.4847	0.6962
0.3758	17.6316	670	0.4864	0.5890	0.4864	0.6974
0.3758	17.6842	672	0.4923	0.5611	0.4923	0.7016
0.3758	17.7368	674	0.4814	0.5812	0.4814	0.6939
0.3758	17.7895	676	0.4707	0.6344	0.4707	0.6861
0.3758	17.8421	678	0.5021	0.5882	0.5021	0.7086
0.3758	17.8947	680	0.5384	0.4929	0.5384	0.7337
0.3758	17.9474	682	0.5726	0.4684	0.5726	0.7567
0.3758	18.0	684	0.5577	0.4925	0.5577	0.7468
0.3758	18.0526	686	0.5170	0.5467	0.5170	0.7190
0.3758	18.1053	688	0.4955	0.5228	0.4955	0.7039
0.3758	18.1579	690	0.4853	0.5457	0.4853	0.6966
0.3758	18.2105	692	0.4868	0.5505	0.4868	0.6977
0.3758	18.2632	694	0.4955	0.5883	0.4955	0.7039
0.3758	18.3158	696	0.5264	0.5327	0.5264	0.7256
0.3758	18.3684	698	0.5630	0.5117	0.5630	0.7504
0.3758	18.4211	700	0.5951	0.5508	0.5951	0.7714
0.3758	18.4737	702	0.5528	0.5350	0.5528	0.7435
0.3758	18.5263	704	0.4981	0.6145	0.4981	0.7058
0.3758	18.5789	706	0.4960	0.5929	0.4960	0.7043
0.3758	18.6316	708	0.5053	0.5943	0.5053	0.7109
0.3758	18.6842	710	0.5010	0.5943	0.5010	0.7078
0.3758	18.7368	712	0.4890	0.5750	0.4890	0.6993
0.3758	18.7895	714	0.5011	0.5533	0.5011	0.7079
0.3758	18.8421	716	0.5224	0.5597	0.5224	0.7228
0.3758	18.8947	718	0.5299	0.5367	0.5299	0.7280
0.3758	18.9474	720	0.5125	0.5485	0.5125	0.7159
0.3758	19.0	722	0.4976	0.6169	0.4976	0.7054
0.3758	19.0526	724	0.4955	0.6169	0.4955	0.7039
0.3758	19.1053	726	0.4964	0.6215	0.4964	0.7046
0.3758	19.1579	728	0.4970	0.6229	0.4970	0.7050
0.3758	19.2105	730	0.5044	0.5698	0.5044	0.7102
0.3758	19.2632	732	0.5060	0.5617	0.5060	0.7113
0.3758	19.3158	734	0.5000	0.5915	0.5000	0.7071
0.3758	19.3684	736	0.5014	0.6307	0.5014	0.7081
0.3758	19.4211	738	0.5263	0.5131	0.5263	0.7254
0.3758	19.4737	740	0.5928	0.5063	0.5928	0.7700
0.3758	19.5263	742	0.6395	0.5090	0.6395	0.7997
0.3758	19.5789	744	0.6339	0.5310	0.6339	0.7962
0.3758	19.6316	746	0.5696	0.5622	0.5696	0.7547
0.3758	19.6842	748	0.5165	0.4867	0.5165	0.7187
0.3758	19.7368	750	0.4943	0.4206	0.4943	0.7031
0.3758	19.7895	752	0.4870	0.4206	0.4870	0.6978
0.3758	19.8421	754	0.4995	0.4795	0.4995	0.7068
0.3758	19.8947	756	0.5443	0.5158	0.5443	0.7378
0.3758	19.9474	758	0.6010	0.5201	0.6010	0.7752
0.3758	20.0	760	0.6539	0.4801	0.6539	0.8086
0.3758	20.0526	762	0.6467	0.5227	0.6467	0.8042
0.3758	20.1053	764	0.5760	0.4978	0.5760	0.7590
0.3758	20.1579	766	0.5056	0.6082	0.5056	0.7111
0.3758	20.2105	768	0.4682	0.5413	0.4682	0.6842
0.3758	20.2632	770	0.4664	0.5875	0.4664	0.6829
0.3758	20.3158	772	0.4672	0.5734	0.4672	0.6835
0.3758	20.3684	774	0.4813	0.5703	0.4813	0.6938
0.3758	20.4211	776	0.5138	0.5934	0.5138	0.7168
0.3758	20.4737	778	0.5477	0.5553	0.5477	0.7401
0.3758	20.5263	780	0.5819	0.5470	0.5819	0.7628
0.3758	20.5789	782	0.5469	0.5712	0.5469	0.7395
0.3758	20.6316	784	0.4854	0.6025	0.4854	0.6967
0.3758	20.6842	786	0.4641	0.6240	0.4641	0.6813
0.3758	20.7368	788	0.4459	0.6935	0.4459	0.6678
0.3758	20.7895	790	0.4443	0.6935	0.4443	0.6666
0.3758	20.8421	792	0.4401	0.7128	0.4401	0.6634
0.3758	20.8947	794	0.4428	0.6939	0.4428	0.6654
0.3758	20.9474	796	0.4473	0.7123	0.4473	0.6688
0.3758	21.0	798	0.4491	0.7123	0.4491	0.6702
0.3758	21.0526	800	0.4482	0.7032	0.4482	0.6695
0.3758	21.1053	802	0.4453	0.5687	0.4453	0.6673
0.3758	21.1579	804	0.4471	0.5633	0.4471	0.6687
0.3758	21.2105	806	0.4490	0.6125	0.4490	0.6701
0.3758	21.2632	808	0.4648	0.6709	0.4648	0.6818
0.3758	21.3158	810	0.4775	0.6444	0.4775	0.6910
0.3758	21.3684	812	0.4838	0.6539	0.4838	0.6956
0.3758	21.4211	814	0.4775	0.6539	0.4775	0.6910
0.3758	21.4737	816	0.4562	0.6827	0.4562	0.6754
0.3758	21.5263	818	0.4501	0.5985	0.4501	0.6709
0.3758	21.5789	820	0.4463	0.5765	0.4463	0.6680
0.3758	21.6316	822	0.4429	0.5765	0.4429	0.6655
0.3758	21.6842	824	0.4418	0.6060	0.4418	0.6647
0.3758	21.7368	826	0.4584	0.6530	0.4584	0.6770
0.3758	21.7895	828	0.4686	0.6052	0.4686	0.6845
0.3758	21.8421	830	0.4531	0.6252	0.4531	0.6731
0.3758	21.8947	832	0.4409	0.6632	0.4409	0.6640
0.3758	21.9474	834	0.4434	0.6727	0.4434	0.6659
0.3758	22.0	836	0.4484	0.6173	0.4484	0.6696
0.3758	22.0526	838	0.4549	0.6530	0.4549	0.6745
0.3758	22.1053	840	0.4541	0.6173	0.4541	0.6739
0.3758	22.1579	842	0.4551	0.6252	0.4551	0.6746
0.3758	22.2105	844	0.4522	0.6252	0.4522	0.6725
0.3758	22.2632	846	0.4519	0.6727	0.4519	0.6722
0.3758	22.3158	848	0.4537	0.6648	0.4537	0.6736
0.3758	22.3684	850	0.4613	0.5714	0.4613	0.6792
0.3758	22.4211	852	0.4659	0.5714	0.4659	0.6826
0.3758	22.4737	854	0.4674	0.6243	0.4674	0.6837
0.3758	22.5263	856	0.4716	0.6129	0.4716	0.6868
0.3758	22.5789	858	0.4867	0.5923	0.4867	0.6976
0.3758	22.6316	860	0.4975	0.5923	0.4975	0.7053
0.3758	22.6842	862	0.5014	0.6272	0.5014	0.7081
0.3758	22.7368	864	0.4803	0.6252	0.4803	0.6931
0.3758	22.7895	866	0.4804	0.6197	0.4804	0.6931
0.3758	22.8421	868	0.5024	0.5569	0.5024	0.7088
0.3758	22.8947	870	0.5311	0.5721	0.5311	0.7288
0.3758	22.9474	872	0.5342	0.5721	0.5342	0.7309
0.3758	23.0	874	0.5018	0.5422	0.5018	0.7084
0.3758	23.0526	876	0.4702	0.5714	0.4702	0.6857
0.3758	23.1053	878	0.4652	0.5734	0.4652	0.6821
0.3758	23.1579	880	0.4718	0.6228	0.4718	0.6869
0.3758	23.2105	882	0.4860	0.5897	0.4860	0.6971
0.3758	23.2632	884	0.5067	0.5671	0.5067	0.7119
0.3758	23.3158	886	0.5024	0.5897	0.5024	0.7088
0.3758	23.3684	888	0.4825	0.5703	0.4825	0.6946
0.3758	23.4211	890	0.4777	0.5703	0.4777	0.6911
0.3758	23.4737	892	0.4813	0.5703	0.4813	0.6937
0.3758	23.5263	894	0.4859	0.5472	0.4859	0.6971
0.3758	23.5789	896	0.4952	0.5517	0.4952	0.7037
0.3758	23.6316	898	0.5178	0.6164	0.5178	0.7196
0.3758	23.6842	900	0.5208	0.6164	0.5208	0.7217
0.3758	23.7368	902	0.5117	0.5665	0.5117	0.7153
0.3758	23.7895	904	0.4871	0.5923	0.4871	0.6980
0.3758	23.8421	906	0.4728	0.6464	0.4728	0.6876
0.3758	23.8947	908	0.4709	0.6154	0.4709	0.6862
0.3758	23.9474	910	0.4747	0.6452	0.4747	0.6890
0.3758	24.0	912	0.4917	0.5528	0.4917	0.7012
0.3758	24.0526	914	0.5242	0.5761	0.5242	0.7240
0.3758	24.1053	916	0.5205	0.6177	0.5205	0.7215
0.3758	24.1579	918	0.4928	0.5646	0.4928	0.7020
0.3758	24.2105	920	0.4813	0.6295	0.4813	0.6937
0.3758	24.2632	922	0.4788	0.6295	0.4788	0.6920
0.3758	24.3158	924	0.4758	0.6210	0.4758	0.6898
0.3758	24.3684	926	0.4706	0.5913	0.4706	0.6860
0.3758	24.4211	928	0.4736	0.6434	0.4736	0.6882
0.3758	24.4737	930	0.4851	0.6101	0.4851	0.6965
0.3758	24.5263	932	0.5030	0.6067	0.5030	0.7092
0.3758	24.5789	934	0.5152	0.6067	0.5152	0.7178
0.3758	24.6316	936	0.5117	0.6067	0.5117	0.7154
0.3758	24.6842	938	0.4967	0.5980	0.4967	0.7047
0.3758	24.7368	940	0.4863	0.6115	0.4863	0.6973
0.3758	24.7895	942	0.4770	0.6115	0.4770	0.6906
0.3758	24.8421	944	0.4563	0.6542	0.4563	0.6755
0.3758	24.8947	946	0.4542	0.5956	0.4542	0.6739
0.3758	24.9474	948	0.4528	0.6554	0.4528	0.6729
0.3758	25.0	950	0.4579	0.6443	0.4579	0.6767
0.3758	25.0526	952	0.4700	0.6052	0.4700	0.6856
0.3758	25.1053	954	0.4806	0.5845	0.4806	0.6932
0.3758	25.1579	956	0.4700	0.6530	0.4700	0.6855
0.3758	25.2105	958	0.4741	0.6156	0.4741	0.6886
0.3758	25.2632	960	0.4933	0.5028	0.4933	0.7024
0.3758	25.3158	962	0.4990	0.5321	0.4990	0.7064
0.3758	25.3684	964	0.4946	0.5538	0.4946	0.7033
0.3758	25.4211	966	0.4878	0.6255	0.4878	0.6984
0.3758	25.4737	968	0.4848	0.5846	0.4848	0.6963
0.3758	25.5263	970	0.4847	0.6046	0.4847	0.6962
0.3758	25.5789	972	0.4829	0.6046	0.4829	0.6949
0.3758	25.6316	974	0.4813	0.6046	0.4813	0.6937
0.3758	25.6842	976	0.4772	0.6351	0.4772	0.6908
0.3758	25.7368	978	0.4756	0.6142	0.4756	0.6896
0.3758	25.7895	980	0.4745	0.5750	0.4745	0.6888
0.3758	25.8421	982	0.4824	0.5672	0.4824	0.6946
0.3758	25.8947	984	0.4809	0.5672	0.4809	0.6935
0.3758	25.9474	986	0.4752	0.5522	0.4752	0.6893
0.3758	26.0	988	0.4830	0.5703	0.4830	0.6950
0.3758	26.0526	990	0.5039	0.5786	0.5039	0.7099
0.3758	26.1053	992	0.5214	0.5327	0.5214	0.7221
0.3758	26.1579	994	0.5134	0.5836	0.5134	0.7165
0.3758	26.2105	996	0.4871	0.6171	0.4871	0.6979
0.3758	26.2632	998	0.4702	0.6214	0.4702	0.6857
0.0672	26.3158	1000	0.4646	0.6142	0.4646	0.6816
0.0672	26.3684	1002	0.4715	0.5231	0.4715	0.6867
0.0672	26.4211	1004	0.4719	0.5446	0.4719	0.6869
0.0672	26.4737	1006	0.4746	0.5656	0.4746	0.6889
0.0672	26.5263	1008	0.4760	0.5656	0.4760	0.6899
0.0672	26.5789	1010	0.4760	0.5965	0.4760	0.6899

Framework versions

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