ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k16_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: 0.6055
• Qwk: 0.5332
• Mse: 0.6055
• Rmse: 0.7782

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	0.0247	2	4.3335	-0.0033	4.3335	2.0817
No log	0.0494	4	2.4406	0.0124	2.4406	1.5622
No log	0.0741	6	1.2928	0.0641	1.2928	1.1370
No log	0.0988	8	0.8998	0.0288	0.8998	0.9486
No log	0.1235	10	0.7507	0.0644	0.7507	0.8664
No log	0.1481	12	0.8222	0.0705	0.8222	0.9067
No log	0.1728	14	1.5315	0.0258	1.5315	1.2376
No log	0.1975	16	1.5177	0.0659	1.5177	1.2320
No log	0.2222	18	1.2201	0.0	1.2201	1.1046
No log	0.2469	20	1.0358	-0.0117	1.0358	1.0177
No log	0.2716	22	0.9168	-0.0049	0.9168	0.9575
No log	0.2963	24	0.8152	0.0827	0.8152	0.9029
No log	0.3210	26	0.7074	0.2871	0.7074	0.8411
No log	0.3457	28	0.6766	0.3109	0.6766	0.8225
No log	0.3704	30	0.7213	0.3021	0.7213	0.8493
No log	0.3951	32	0.7558	0.2333	0.7558	0.8694
No log	0.4198	34	0.8096	0.1786	0.8096	0.8998
No log	0.4444	36	1.0596	0.0276	1.0596	1.0294
No log	0.4691	38	1.1286	0.0285	1.1286	1.0624
No log	0.4938	40	0.9321	0.1561	0.9321	0.9655
No log	0.5185	42	0.7145	0.2939	0.7145	0.8453
No log	0.5432	44	0.7085	0.3098	0.7085	0.8417
No log	0.5679	46	0.7705	0.2829	0.7705	0.8778
No log	0.5926	48	0.9581	0.2827	0.9581	0.9788
No log	0.6173	50	1.2766	0.2579	1.2766	1.1299
No log	0.6420	52	1.3471	0.1937	1.3471	1.1607
No log	0.6667	54	1.1109	0.1842	1.1109	1.0540
No log	0.6914	56	0.8995	0.1954	0.8995	0.9484
No log	0.7160	58	0.7614	0.2695	0.7614	0.8726
No log	0.7407	60	0.6756	0.3727	0.6756	0.8220
No log	0.7654	62	0.5771	0.4571	0.5771	0.7597
No log	0.7901	64	0.5561	0.4344	0.5561	0.7457
No log	0.8148	66	0.5678	0.4452	0.5678	0.7535
No log	0.8395	68	0.6438	0.3788	0.6438	0.8024
No log	0.8642	70	0.5950	0.4788	0.5950	0.7714
No log	0.8889	72	0.6579	0.4604	0.6579	0.8111
No log	0.9136	74	0.9914	0.2517	0.9914	0.9957
No log	0.9383	76	0.9728	0.2672	0.9728	0.9863
No log	0.9630	78	0.7291	0.3670	0.7291	0.8539
No log	0.9877	80	0.6185	0.4958	0.6185	0.7864
No log	1.0123	82	0.5761	0.4932	0.5761	0.7590
No log	1.0370	84	0.5769	0.4871	0.5769	0.7595
No log	1.0617	86	0.6906	0.4698	0.6906	0.8310
No log	1.0864	88	0.8205	0.4204	0.8205	0.9058
No log	1.1111	90	0.7555	0.4500	0.7555	0.8692
No log	1.1358	92	0.6167	0.4516	0.6167	0.7853
No log	1.1605	94	0.6200	0.4749	0.6200	0.7874
No log	1.1852	96	0.6328	0.4639	0.6328	0.7955
No log	1.2099	98	0.6776	0.4873	0.6776	0.8232
No log	1.2346	100	0.8277	0.4392	0.8277	0.9098
No log	1.2593	102	0.8858	0.4428	0.8858	0.9412
No log	1.2840	104	0.7290	0.4651	0.7290	0.8538
No log	1.3086	106	0.6834	0.4123	0.6834	0.8267
No log	1.3333	108	0.7670	0.3912	0.7670	0.8758
No log	1.3580	110	1.2239	0.2994	1.2239	1.1063
No log	1.3827	112	1.4091	0.2307	1.4091	1.1871
No log	1.4074	114	1.1697	0.2937	1.1697	1.0815
No log	1.4321	116	0.7343	0.3526	0.7343	0.8569
No log	1.4568	118	0.5717	0.4047	0.5717	0.7561
No log	1.4815	120	0.5820	0.4989	0.5820	0.7629
No log	1.5062	122	0.5459	0.4942	0.5459	0.7388
No log	1.5309	124	0.5262	0.5114	0.5262	0.7254
No log	1.5556	126	0.5851	0.4397	0.5851	0.7649
No log	1.5802	128	0.7120	0.4002	0.7120	0.8438
No log	1.6049	130	0.7567	0.4424	0.7567	0.8699
No log	1.6296	132	0.5666	0.4955	0.5666	0.7527
No log	1.6543	134	0.5918	0.5279	0.5918	0.7693
No log	1.6790	136	0.6912	0.4779	0.6912	0.8314
No log	1.7037	138	0.6827	0.4961	0.6827	0.8262
No log	1.7284	140	0.6547	0.4634	0.6547	0.8091
No log	1.7531	142	0.6498	0.5539	0.6498	0.8061
No log	1.7778	144	0.6421	0.5718	0.6421	0.8013
No log	1.8025	146	0.6244	0.5049	0.6244	0.7902
No log	1.8272	148	0.7140	0.4563	0.7140	0.8450
No log	1.8519	150	0.7090	0.4407	0.7090	0.8420
No log	1.8765	152	0.6404	0.4707	0.6404	0.8002
No log	1.9012	154	0.5923	0.5142	0.5923	0.7696
No log	1.9259	156	0.6237	0.4860	0.6237	0.7897
No log	1.9506	158	0.7052	0.4403	0.7052	0.8397
No log	1.9753	160	0.6396	0.4411	0.6396	0.7997
No log	2.0	162	0.5672	0.4885	0.5672	0.7531
No log	2.0247	164	0.5829	0.5319	0.5829	0.7635
No log	2.0494	166	0.6838	0.4617	0.6838	0.8269
No log	2.0741	168	0.7709	0.4304	0.7709	0.8780
No log	2.0988	170	0.7492	0.4719	0.7492	0.8656
No log	2.1235	172	0.6862	0.4658	0.6862	0.8284
No log	2.1481	174	0.6501	0.4936	0.6501	0.8063
No log	2.1728	176	0.6346	0.5305	0.6346	0.7966
No log	2.1975	178	0.6341	0.5276	0.6341	0.7963
No log	2.2222	180	0.6378	0.5080	0.6378	0.7986
No log	2.2469	182	0.6526	0.5	0.6526	0.8078
No log	2.2716	184	0.6614	0.4750	0.6614	0.8133
No log	2.2963	186	0.6099	0.4585	0.6099	0.7810
No log	2.3210	188	0.5677	0.4276	0.5677	0.7534
No log	2.3457	190	0.5800	0.5018	0.5800	0.7616
No log	2.3704	192	0.5874	0.5424	0.5874	0.7664
No log	2.3951	194	0.5506	0.4277	0.5506	0.7420
No log	2.4198	196	0.5778	0.4722	0.5778	0.7601
No log	2.4444	198	0.6399	0.4884	0.6399	0.7999
No log	2.4691	200	0.6213	0.5058	0.6213	0.7882
No log	2.4938	202	0.6390	0.5206	0.6390	0.7994
No log	2.5185	204	0.7451	0.5072	0.7451	0.8632
No log	2.5432	206	0.7932	0.4976	0.7932	0.8906
No log	2.5679	208	0.8095	0.5395	0.8095	0.8997
No log	2.5926	210	0.7374	0.5491	0.7374	0.8587
No log	2.6173	212	0.7081	0.5203	0.7081	0.8415
No log	2.6420	214	0.7734	0.4923	0.7734	0.8794
No log	2.6667	216	0.7433	0.4737	0.7433	0.8621
No log	2.6914	218	0.6606	0.5167	0.6606	0.8128
No log	2.7160	220	0.6907	0.5559	0.6907	0.8311
No log	2.7407	222	0.6636	0.5501	0.6636	0.8146
No log	2.7654	224	0.6495	0.5447	0.6495	0.8059
No log	2.7901	226	0.6358	0.5052	0.6358	0.7974
No log	2.8148	228	0.6137	0.5137	0.6137	0.7834
No log	2.8395	230	0.6060	0.4773	0.6060	0.7784
No log	2.8642	232	0.6080	0.4864	0.6080	0.7797
No log	2.8889	234	0.5999	0.5095	0.5999	0.7745
No log	2.9136	236	0.7328	0.4733	0.7328	0.8560
No log	2.9383	238	0.8154	0.4514	0.8154	0.9030
No log	2.9630	240	0.7055	0.4698	0.7055	0.8399
No log	2.9877	242	0.6021	0.5055	0.6021	0.7760
No log	3.0123	244	0.6572	0.5027	0.6572	0.8107
No log	3.0370	246	0.6750	0.5150	0.6750	0.8216
No log	3.0617	248	0.6289	0.5235	0.6289	0.7930
No log	3.0864	250	0.6741	0.4887	0.6741	0.8210
No log	3.1111	252	0.7111	0.4887	0.7111	0.8433
No log	3.1358	254	0.7380	0.4976	0.7380	0.8591
No log	3.1605	256	0.6727	0.5166	0.6727	0.8202
No log	3.1852	258	0.6672	0.5194	0.6672	0.8168
No log	3.2099	260	0.7023	0.5133	0.7023	0.8380
No log	3.2346	262	0.7581	0.5061	0.7581	0.8707
No log	3.2593	264	0.7517	0.5074	0.7517	0.8670
No log	3.2840	266	0.7417	0.4904	0.7417	0.8612
No log	3.3086	268	0.7565	0.5140	0.7565	0.8697
No log	3.3333	270	0.7332	0.4912	0.7332	0.8563
No log	3.3580	272	0.7767	0.5277	0.7767	0.8813
No log	3.3827	274	0.8342	0.4721	0.8342	0.9133
No log	3.4074	276	0.7843	0.4956	0.7843	0.8856
No log	3.4321	278	0.6975	0.5009	0.6975	0.8352
No log	3.4568	280	0.6474	0.5231	0.6474	0.8046
No log	3.4815	282	0.6030	0.4719	0.6030	0.7765
No log	3.5062	284	0.5911	0.4807	0.5911	0.7688
No log	3.5309	286	0.6105	0.5384	0.6105	0.7813
No log	3.5556	288	0.6103	0.5384	0.6103	0.7812
No log	3.5802	290	0.5817	0.4854	0.5817	0.7627
No log	3.6049	292	0.5920	0.4589	0.5920	0.7694
No log	3.6296	294	0.6760	0.4918	0.6760	0.8222
No log	3.6543	296	0.7390	0.5211	0.7390	0.8596
No log	3.6790	298	0.7947	0.5076	0.7947	0.8915
No log	3.7037	300	0.7485	0.5328	0.7485	0.8651
No log	3.7284	302	0.7076	0.5159	0.7076	0.8412
No log	3.7531	304	0.6813	0.4983	0.6813	0.8254
No log	3.7778	306	0.6539	0.5050	0.6539	0.8086
No log	3.8025	308	0.6507	0.4731	0.6507	0.8067
No log	3.8272	310	0.7371	0.5185	0.7371	0.8585
No log	3.8519	312	0.8240	0.4848	0.8240	0.9078
No log	3.8765	314	0.7419	0.4929	0.7419	0.8614
No log	3.9012	316	0.6627	0.4674	0.6627	0.8141
No log	3.9259	318	0.6104	0.4886	0.6104	0.7812
No log	3.9506	320	0.5920	0.4920	0.5920	0.7694
No log	3.9753	322	0.6334	0.4746	0.6334	0.7959
No log	4.0	324	0.6366	0.5037	0.6366	0.7979
No log	4.0247	326	0.6065	0.5179	0.6065	0.7788
No log	4.0494	328	0.5987	0.5202	0.5987	0.7737
No log	4.0741	330	0.6217	0.5425	0.6217	0.7885
No log	4.0988	332	0.6182	0.4691	0.6182	0.7863
No log	4.1235	334	0.6361	0.4937	0.6361	0.7976
No log	4.1481	336	0.6383	0.5090	0.6383	0.7989
No log	4.1728	338	0.6214	0.4910	0.6214	0.7883
No log	4.1975	340	0.6067	0.5264	0.6067	0.7789
No log	4.2222	342	0.6149	0.5559	0.6149	0.7841
No log	4.2469	344	0.6070	0.5636	0.6070	0.7791
No log	4.2716	346	0.5780	0.5241	0.5780	0.7603
No log	4.2963	348	0.5716	0.5217	0.5716	0.7560
No log	4.3210	350	0.6201	0.5408	0.6201	0.7875
No log	4.3457	352	0.6215	0.5247	0.6215	0.7884
No log	4.3704	354	0.5984	0.5222	0.5984	0.7735
No log	4.3951	356	0.5998	0.5519	0.5998	0.7745
No log	4.4198	358	0.6393	0.5769	0.6393	0.7996
No log	4.4444	360	0.6523	0.5614	0.6523	0.8077
No log	4.4691	362	0.6515	0.5825	0.6515	0.8072
No log	4.4938	364	0.6365	0.5563	0.6365	0.7978
No log	4.5185	366	0.6467	0.5120	0.6467	0.8042
No log	4.5432	368	0.6539	0.5169	0.6539	0.8087
No log	4.5679	370	0.6534	0.4994	0.6534	0.8083
No log	4.5926	372	0.6563	0.5011	0.6563	0.8101
No log	4.6173	374	0.6614	0.5100	0.6614	0.8133
No log	4.6420	376	0.6613	0.5297	0.6613	0.8132
No log	4.6667	378	0.6413	0.5122	0.6413	0.8008
No log	4.6914	380	0.6187	0.4770	0.6187	0.7866
No log	4.7160	382	0.6219	0.5186	0.6219	0.7886
No log	4.7407	384	0.6270	0.5245	0.6270	0.7919
No log	4.7654	386	0.6279	0.4745	0.6279	0.7924
No log	4.7901	388	0.6425	0.4870	0.6425	0.8015
No log	4.8148	390	0.6588	0.5281	0.6588	0.8117
No log	4.8395	392	0.7010	0.5528	0.7010	0.8373
No log	4.8642	394	0.6983	0.5357	0.6983	0.8356
No log	4.8889	396	0.6726	0.5385	0.6726	0.8201
No log	4.9136	398	0.6515	0.5286	0.6515	0.8072
No log	4.9383	400	0.6383	0.5255	0.6383	0.7989
No log	4.9630	402	0.6147	0.5267	0.6147	0.7841
No log	4.9877	404	0.6040	0.5360	0.6040	0.7772
No log	5.0123	406	0.6087	0.5015	0.6087	0.7802
No log	5.0370	408	0.6071	0.5421	0.6071	0.7792
No log	5.0617	410	0.6063	0.54	0.6063	0.7786
No log	5.0864	412	0.6111	0.5679	0.6111	0.7817
No log	5.1111	414	0.6136	0.5622	0.6136	0.7833
No log	5.1358	416	0.6330	0.5666	0.6330	0.7956
No log	5.1605	418	0.6611	0.5567	0.6611	0.8131
No log	5.1852	420	0.6407	0.5706	0.6407	0.8005
No log	5.2099	422	0.6275	0.5324	0.6275	0.7921
No log	5.2346	424	0.6194	0.5244	0.6194	0.7870
No log	5.2593	426	0.6038	0.5336	0.6038	0.7771
No log	5.2840	428	0.6173	0.5098	0.6173	0.7857
No log	5.3086	430	0.6177	0.4916	0.6177	0.7859
No log	5.3333	432	0.6150	0.4835	0.6150	0.7842
No log	5.3580	434	0.6025	0.4588	0.6025	0.7762
No log	5.3827	436	0.6164	0.4892	0.6164	0.7851
No log	5.4074	438	0.6389	0.5060	0.6389	0.7993
No log	5.4321	440	0.6401	0.4604	0.6401	0.8001
No log	5.4568	442	0.6547	0.4988	0.6547	0.8092
No log	5.4815	444	0.6709	0.5211	0.6709	0.8191
No log	5.5062	446	0.6942	0.5169	0.6942	0.8332
No log	5.5309	448	0.7115	0.5330	0.7115	0.8435
No log	5.5556	450	0.7156	0.5226	0.7156	0.8459
No log	5.5802	452	0.7258	0.5487	0.7258	0.8519
No log	5.6049	454	0.6972	0.5254	0.6972	0.8350
No log	5.6296	456	0.6652	0.5370	0.6652	0.8156
No log	5.6543	458	0.6481	0.5343	0.6481	0.8050
No log	5.6790	460	0.6393	0.5380	0.6393	0.7996
No log	5.7037	462	0.6488	0.5502	0.6488	0.8055
No log	5.7284	464	0.6606	0.5403	0.6606	0.8128
No log	5.7531	466	0.6525	0.5503	0.6525	0.8078
No log	5.7778	468	0.6444	0.5248	0.6444	0.8027
No log	5.8025	470	0.6542	0.5315	0.6542	0.8088
No log	5.8272	472	0.6565	0.5440	0.6565	0.8103
No log	5.8519	474	0.6476	0.5480	0.6476	0.8047
No log	5.8765	476	0.6386	0.5466	0.6386	0.7991
No log	5.9012	478	0.6321	0.5306	0.6321	0.7950
No log	5.9259	480	0.6269	0.5105	0.6269	0.7918
No log	5.9506	482	0.6216	0.5463	0.6216	0.7884
No log	5.9753	484	0.6298	0.5115	0.6298	0.7936
No log	6.0	486	0.6367	0.5228	0.6367	0.7979
No log	6.0247	488	0.6447	0.5332	0.6447	0.8029
No log	6.0494	490	0.6523	0.5550	0.6523	0.8076
No log	6.0741	492	0.6625	0.5523	0.6625	0.8139
No log	6.0988	494	0.6831	0.5243	0.6831	0.8265
No log	6.1235	496	0.6981	0.5071	0.6981	0.8355
No log	6.1481	498	0.7147	0.4939	0.7147	0.8454
0.4808	6.1728	500	0.7205	0.4939	0.7205	0.8488
0.4808	6.1975	502	0.6945	0.5077	0.6945	0.8334
0.4808	6.2222	504	0.6817	0.5483	0.6817	0.8256
0.4808	6.2469	506	0.6789	0.5482	0.6789	0.8240
0.4808	6.2716	508	0.6974	0.5193	0.6974	0.8351
0.4808	6.2963	510	0.7316	0.5048	0.7316	0.8553
0.4808	6.3210	512	0.7404	0.5157	0.7404	0.8605
0.4808	6.3457	514	0.7354	0.4963	0.7354	0.8576
0.4808	6.3704	516	0.6992	0.5145	0.6992	0.8362
0.4808	6.3951	518	0.6637	0.4806	0.6637	0.8147
0.4808	6.4198	520	0.6384	0.5023	0.6384	0.7990
0.4808	6.4444	522	0.6234	0.4862	0.6234	0.7896
0.4808	6.4691	524	0.6175	0.4741	0.6175	0.7858
0.4808	6.4938	526	0.6199	0.4979	0.6199	0.7874
0.4808	6.5185	528	0.6461	0.4734	0.6461	0.8038
0.4808	6.5432	530	0.6900	0.5220	0.6900	0.8307
0.4808	6.5679	532	0.7119	0.5030	0.7119	0.8437
0.4808	6.5926	534	0.6975	0.5232	0.6975	0.8352
0.4808	6.6173	536	0.6599	0.4820	0.6599	0.8124
0.4808	6.6420	538	0.6502	0.4711	0.6502	0.8063
0.4808	6.6667	540	0.6451	0.4880	0.6451	0.8032
0.4808	6.6914	542	0.6493	0.4770	0.6493	0.8058
0.4808	6.7160	544	0.6661	0.4906	0.6661	0.8162
0.4808	6.7407	546	0.6683	0.5055	0.6683	0.8175
0.4808	6.7654	548	0.6366	0.4850	0.6366	0.7979
0.4808	6.7901	550	0.6120	0.4884	0.6120	0.7823
0.4808	6.8148	552	0.5940	0.4975	0.5940	0.7707
0.4808	6.8395	554	0.5869	0.5163	0.5869	0.7661
0.4808	6.8642	556	0.5806	0.4984	0.5806	0.7620
0.4808	6.8889	558	0.5814	0.4510	0.5814	0.7625
0.4808	6.9136	560	0.5938	0.4886	0.5938	0.7706
0.4808	6.9383	562	0.6021	0.5166	0.6021	0.7760
0.4808	6.9630	564	0.6007	0.5054	0.6007	0.7751
0.4808	6.9877	566	0.5957	0.4573	0.5957	0.7718
0.4808	7.0123	568	0.6092	0.5208	0.6092	0.7805
0.4808	7.0370	570	0.6318	0.5234	0.6318	0.7948
0.4808	7.0617	572	0.6493	0.5234	0.6493	0.8058
0.4808	7.0864	574	0.6634	0.5240	0.6634	0.8145
0.4808	7.1111	576	0.6691	0.5429	0.6691	0.8180
0.4808	7.1358	578	0.6715	0.5417	0.6715	0.8195
0.4808	7.1605	580	0.6669	0.5456	0.6669	0.8166
0.4808	7.1852	582	0.6525	0.5106	0.6525	0.8078
0.4808	7.2099	584	0.6436	0.5092	0.6436	0.8023
0.4808	7.2346	586	0.6384	0.5189	0.6384	0.7990
0.4808	7.2593	588	0.6355	0.5119	0.6355	0.7972
0.4808	7.2840	590	0.6314	0.5102	0.6314	0.7946
0.4808	7.3086	592	0.6264	0.5119	0.6264	0.7914
0.4808	7.3333	594	0.6265	0.5389	0.6265	0.7915
0.4808	7.3580	596	0.6271	0.5465	0.6271	0.7919
0.4808	7.3827	598	0.6234	0.5266	0.6234	0.7895
0.4808	7.4074	600	0.6169	0.5323	0.6169	0.7854
0.4808	7.4321	602	0.6182	0.5234	0.6182	0.7863
0.4808	7.4568	604	0.6241	0.4953	0.6241	0.7900
0.4808	7.4815	606	0.6278	0.4985	0.6278	0.7923
0.4808	7.5062	608	0.6272	0.5029	0.6272	0.7920
0.4808	7.5309	610	0.6263	0.5256	0.6263	0.7914
0.4808	7.5556	612	0.6229	0.4994	0.6229	0.7892
0.4808	7.5802	614	0.6220	0.5000	0.6220	0.7887
0.4808	7.6049	616	0.6203	0.5000	0.6203	0.7876
0.4808	7.6296	618	0.6214	0.5000	0.6214	0.7883
0.4808	7.6543	620	0.6233	0.5163	0.6233	0.7895
0.4808	7.6790	622	0.6299	0.5186	0.6299	0.7937
0.4808	7.7037	624	0.6417	0.5698	0.6417	0.8010
0.4808	7.7284	626	0.6484	0.5930	0.6484	0.8052
0.4808	7.7531	628	0.6432	0.5769	0.6432	0.8020
0.4808	7.7778	630	0.6310	0.5186	0.6310	0.7943
0.4808	7.8025	632	0.6293	0.5379	0.6293	0.7933
0.4808	7.8272	634	0.6266	0.5307	0.6266	0.7916
0.4808	7.8519	636	0.6247	0.5348	0.6247	0.7904
0.4808	7.8765	638	0.6235	0.5348	0.6235	0.7896
0.4808	7.9012	640	0.6247	0.5625	0.6247	0.7904
0.4808	7.9259	642	0.6198	0.5625	0.6198	0.7873
0.4808	7.9506	644	0.6164	0.5610	0.6164	0.7851
0.4808	7.9753	646	0.6183	0.5332	0.6183	0.7863
0.4808	8.0	648	0.6209	0.5332	0.6209	0.7880
0.4808	8.0247	650	0.6243	0.5332	0.6243	0.7901
0.4808	8.0494	652	0.6287	0.5274	0.6287	0.7929
0.4808	8.0741	654	0.6332	0.5625	0.6332	0.7958
0.4808	8.0988	656	0.6306	0.5351	0.6306	0.7941
0.4808	8.1235	658	0.6285	0.5319	0.6285	0.7928
0.4808	8.1481	660	0.6292	0.5296	0.6292	0.7932
0.4808	8.1728	662	0.6273	0.5026	0.6273	0.7920
0.4808	8.1975	664	0.6267	0.5214	0.6267	0.7916
0.4808	8.2222	666	0.6277	0.5280	0.6277	0.7922
0.4808	8.2469	668	0.6262	0.5370	0.6262	0.7913
0.4808	8.2716	670	0.6248	0.5466	0.6248	0.7904
0.4808	8.2963	672	0.6204	0.5354	0.6204	0.7876
0.4808	8.3210	674	0.6125	0.5351	0.6125	0.7826
0.4808	8.3457	676	0.6038	0.5070	0.6038	0.7770
0.4808	8.3704	678	0.6014	0.5211	0.6014	0.7755
0.4808	8.3951	680	0.6005	0.4925	0.6005	0.7749
0.4808	8.4198	682	0.5976	0.5053	0.5976	0.7731
0.4808	8.4444	684	0.5975	0.5035	0.5975	0.7730
0.4808	8.4691	686	0.6005	0.5035	0.6005	0.7749
0.4808	8.4938	688	0.6037	0.5085	0.6037	0.7770
0.4808	8.5185	690	0.6053	0.5077	0.6053	0.7780
0.4808	8.5432	692	0.6065	0.5035	0.6065	0.7788
0.4808	8.5679	694	0.6101	0.5070	0.6101	0.7811
0.4808	8.5926	696	0.6225	0.5494	0.6225	0.7890
0.4808	8.6173	698	0.6331	0.5482	0.6331	0.7957
0.4808	8.6420	700	0.6386	0.5482	0.6386	0.7991
0.4808	8.6667	702	0.6469	0.5631	0.6469	0.8043
0.4808	8.6914	704	0.6438	0.5482	0.6438	0.8023
0.4808	8.7160	706	0.6360	0.5437	0.6360	0.7975
0.4808	8.7407	708	0.6302	0.5480	0.6302	0.7939
0.4808	8.7654	710	0.6301	0.5392	0.6301	0.7938
0.4808	8.7901	712	0.6315	0.5319	0.6315	0.7947
0.4808	8.8148	714	0.6330	0.5173	0.6330	0.7956
0.4808	8.8395	716	0.6329	0.5280	0.6329	0.7955
0.4808	8.8642	718	0.6325	0.5292	0.6325	0.7953
0.4808	8.8889	720	0.6328	0.5423	0.6328	0.7955
0.4808	8.9136	722	0.6342	0.5323	0.6342	0.7963
0.4808	8.9383	724	0.6330	0.5323	0.6330	0.7956
0.4808	8.9630	726	0.6299	0.5438	0.6299	0.7936
0.4808	8.9877	728	0.6245	0.5292	0.6245	0.7902
0.4808	9.0123	730	0.6200	0.5292	0.6200	0.7874
0.4808	9.0370	732	0.6169	0.5292	0.6169	0.7854
0.4808	9.0617	734	0.6172	0.5303	0.6172	0.7856
0.4808	9.0864	736	0.6197	0.5332	0.6197	0.7872
0.4808	9.1111	738	0.6250	0.5552	0.6250	0.7906
0.4808	9.1358	740	0.6301	0.5582	0.6301	0.7938
0.4808	9.1605	742	0.6332	0.5653	0.6332	0.7957
0.4808	9.1852	744	0.6302	0.5653	0.6302	0.7939
0.4808	9.2099	746	0.6250	0.5525	0.6250	0.7906
0.4808	9.2346	748	0.6200	0.5582	0.6200	0.7874
0.4808	9.2593	750	0.6161	0.5641	0.6161	0.7849
0.4808	9.2840	752	0.6148	0.5625	0.6148	0.7841
0.4808	9.3086	754	0.6142	0.5641	0.6142	0.7837
0.4808	9.3333	756	0.6141	0.5641	0.6141	0.7836
0.4808	9.3580	758	0.6152	0.5640	0.6152	0.7844
0.4808	9.3827	760	0.6171	0.5640	0.6171	0.7856
0.4808	9.4074	762	0.6173	0.5524	0.6173	0.7857
0.4808	9.4321	764	0.6166	0.5697	0.6166	0.7853
0.4808	9.4568	766	0.6163	0.5681	0.6163	0.7850
0.4808	9.4815	768	0.6156	0.5332	0.6156	0.7846
0.4808	9.5062	770	0.6152	0.5319	0.6152	0.7843
0.4808	9.5309	772	0.6143	0.5382	0.6143	0.7838
0.4808	9.5556	774	0.6146	0.5382	0.6146	0.7840
0.4808	9.5802	776	0.6145	0.5395	0.6145	0.7839
0.4808	9.6049	778	0.6143	0.5738	0.6143	0.7838
0.4808	9.6296	780	0.6152	0.5697	0.6152	0.7844
0.4808	9.6543	782	0.6164	0.5524	0.6164	0.7851
0.4808	9.6790	784	0.6163	0.5524	0.6163	0.7851
0.4808	9.7037	786	0.6154	0.5524	0.6154	0.7845
0.4808	9.7284	788	0.6135	0.5524	0.6135	0.7833
0.4808	9.7531	790	0.6117	0.5524	0.6117	0.7821
0.4808	9.7778	792	0.6096	0.5582	0.6096	0.7808
0.4808	9.8025	794	0.6086	0.5697	0.6086	0.7801
0.4808	9.8272	796	0.6075	0.5625	0.6075	0.7794
0.4808	9.8519	798	0.6069	0.5551	0.6069	0.7790
0.4808	9.8765	800	0.6063	0.5551	0.6063	0.7786
0.4808	9.9012	802	0.6060	0.5610	0.6060	0.7785
0.4808	9.9259	804	0.6058	0.5610	0.6058	0.7783
0.4808	9.9506	806	0.6056	0.5332	0.6056	0.7782
0.4808	9.9753	808	0.6056	0.5332	0.6056	0.7782
0.4808	10.0	810	0.6055	0.5332	0.6055	0.7782

Framework versions

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