Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask5_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: 0.8416
• Qwk: 0.5640
• Mse: 0.8416
• Rmse: 0.9174

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	0.0198	2	3.5730	-0.0123	3.5730	1.8902
No log	0.0396	4	2.4031	0.1170	2.4031	1.5502
No log	0.0594	6	1.2986	0.0731	1.2986	1.1396
No log	0.0792	8	1.0444	0.0438	1.0444	1.0220
No log	0.0990	10	0.9615	0.1866	0.9615	0.9806
No log	0.1188	12	1.0262	0.0930	1.0262	1.0130
No log	0.1386	14	1.1092	0.0559	1.1092	1.0532
No log	0.1584	16	1.0453	0.0745	1.0453	1.0224
No log	0.1782	18	0.9278	0.2047	0.9278	0.9632
No log	0.1980	20	0.8362	0.3053	0.8362	0.9144
No log	0.2178	22	0.7886	0.4100	0.7886	0.8880
No log	0.2376	24	0.7836	0.4098	0.7836	0.8852
No log	0.2574	26	0.8039	0.3407	0.8039	0.8966
No log	0.2772	28	0.8708	0.2628	0.8708	0.9332
No log	0.2970	30	0.8333	0.2861	0.8333	0.9128
No log	0.3168	32	0.8189	0.2705	0.8189	0.9049
No log	0.3366	34	0.8158	0.2832	0.8158	0.9032
No log	0.3564	36	0.8487	0.3201	0.8487	0.9213
No log	0.3762	38	0.8657	0.3028	0.8657	0.9304
No log	0.3960	40	0.9322	0.3029	0.9322	0.9655
No log	0.4158	42	0.8682	0.3693	0.8682	0.9318
No log	0.4356	44	0.8264	0.4449	0.8264	0.9091
No log	0.4554	46	0.8338	0.4359	0.8338	0.9131
No log	0.4752	48	0.9536	0.4173	0.9536	0.9765
No log	0.4950	50	1.0799	0.4261	1.0799	1.0392
No log	0.5149	52	0.9903	0.4494	0.9903	0.9951
No log	0.5347	54	0.7708	0.5192	0.7708	0.8780
No log	0.5545	56	0.7983	0.4675	0.7983	0.8935
No log	0.5743	58	0.7525	0.5225	0.7525	0.8675
No log	0.5941	60	1.1379	0.4212	1.1379	1.0667
No log	0.6139	62	1.4956	0.2617	1.4956	1.2229
No log	0.6337	64	1.3864	0.2747	1.3864	1.1775
No log	0.6535	66	1.1104	0.3833	1.1104	1.0537
No log	0.6733	68	0.9647	0.3602	0.9647	0.9822
No log	0.6931	70	0.7744	0.4413	0.7744	0.8800
No log	0.7129	72	0.7547	0.4611	0.7547	0.8688
No log	0.7327	74	0.7457	0.4643	0.7457	0.8635
No log	0.7525	76	0.7950	0.4160	0.7950	0.8916
No log	0.7723	78	0.8558	0.3721	0.8558	0.9251
No log	0.7921	80	0.8259	0.3860	0.8259	0.9088
No log	0.8119	82	0.7701	0.4034	0.7701	0.8776
No log	0.8317	84	0.7898	0.4666	0.7898	0.8887
No log	0.8515	86	0.7232	0.5314	0.7232	0.8504
No log	0.8713	88	0.7085	0.5528	0.7085	0.8417
No log	0.8911	90	0.7762	0.5393	0.7762	0.8810
No log	0.9109	92	0.6999	0.6022	0.6999	0.8366
No log	0.9307	94	0.7350	0.5888	0.7350	0.8573
No log	0.9505	96	0.7615	0.5915	0.7615	0.8726
No log	0.9703	98	0.8405	0.5144	0.8405	0.9168
No log	0.9901	100	0.8674	0.4220	0.8674	0.9313
No log	1.0099	102	0.7799	0.4426	0.7799	0.8831
No log	1.0297	104	0.6683	0.5159	0.6683	0.8175
No log	1.0495	106	0.6666	0.5207	0.6666	0.8165
No log	1.0693	108	0.6605	0.5165	0.6605	0.8127
No log	1.0891	110	0.7237	0.4652	0.7237	0.8507
No log	1.1089	112	0.7719	0.4015	0.7719	0.8786
No log	1.1287	114	0.6935	0.5490	0.6935	0.8327
No log	1.1485	116	0.6167	0.5440	0.6167	0.7853
No log	1.1683	118	0.6323	0.5257	0.6323	0.7952
No log	1.1881	120	0.6026	0.5903	0.6026	0.7763
No log	1.2079	122	0.6569	0.5999	0.6569	0.8105
No log	1.2277	124	0.6770	0.5388	0.6770	0.8228
No log	1.2475	126	0.6315	0.5953	0.6315	0.7947
No log	1.2673	128	0.6144	0.6256	0.6144	0.7838
No log	1.2871	130	0.6495	0.6126	0.6495	0.8059
No log	1.3069	132	0.7185	0.5752	0.7185	0.8476
No log	1.3267	134	0.7516	0.5548	0.7516	0.8669
No log	1.3465	136	0.7337	0.5430	0.7337	0.8566
No log	1.3663	138	0.7183	0.5460	0.7183	0.8476
No log	1.3861	140	0.6739	0.5359	0.6739	0.8209
No log	1.4059	142	0.6278	0.5420	0.6278	0.7924
No log	1.4257	144	0.6392	0.5524	0.6392	0.7995
No log	1.4455	146	0.6256	0.5838	0.6256	0.7910
No log	1.4653	148	0.6281	0.5986	0.6281	0.7925
No log	1.4851	150	0.6927	0.5679	0.6927	0.8323
No log	1.5050	152	0.7531	0.5160	0.7531	0.8678
No log	1.5248	154	0.8286	0.4499	0.8286	0.9103
No log	1.5446	156	0.7876	0.4514	0.7876	0.8874
No log	1.5644	158	0.7434	0.4044	0.7434	0.8622
No log	1.5842	160	0.7390	0.4521	0.7390	0.8596
No log	1.6040	162	0.7544	0.4439	0.7544	0.8686
No log	1.6238	164	0.8863	0.4482	0.8863	0.9415
No log	1.6436	166	0.7840	0.4673	0.7840	0.8855
No log	1.6634	168	0.7866	0.4796	0.7866	0.8869
No log	1.6832	170	0.8219	0.4200	0.8219	0.9066
No log	1.7030	172	0.7517	0.4231	0.7517	0.8670
No log	1.7228	174	0.6477	0.5277	0.6477	0.8048
No log	1.7426	176	0.6519	0.4957	0.6519	0.8074
No log	1.7624	178	0.6388	0.5212	0.6388	0.7993
No log	1.7822	180	0.7427	0.4617	0.7427	0.8618
No log	1.8020	182	0.9432	0.4184	0.9432	0.9712
No log	1.8218	184	0.9448	0.4724	0.9448	0.9720
No log	1.8416	186	0.7843	0.5734	0.7843	0.8856
No log	1.8614	188	0.7932	0.5652	0.7932	0.8906
No log	1.8812	190	0.8012	0.5545	0.8012	0.8951
No log	1.9010	192	0.7716	0.5640	0.7716	0.8784
No log	1.9208	194	0.8251	0.5408	0.8251	0.9083
No log	1.9406	196	0.8524	0.5235	0.8524	0.9232
No log	1.9604	198	0.7974	0.5424	0.7974	0.8930
No log	1.9802	200	0.7876	0.5455	0.7876	0.8875
No log	2.0	202	0.7481	0.5707	0.7481	0.8649
No log	2.0198	204	0.7258	0.5676	0.7258	0.8519
No log	2.0396	206	0.8205	0.5639	0.8205	0.9058
No log	2.0594	208	1.0672	0.4822	1.0672	1.0331
No log	2.0792	210	1.0665	0.4865	1.0665	1.0327
No log	2.0990	212	0.7978	0.5634	0.7978	0.8932
No log	2.1188	214	0.7175	0.5961	0.7175	0.8471
No log	2.1386	216	0.9025	0.4812	0.9025	0.9500
No log	2.1584	218	0.8214	0.4864	0.8214	0.9063
No log	2.1782	220	0.6542	0.5442	0.6542	0.8088
No log	2.1980	222	0.7020	0.5011	0.7020	0.8379
No log	2.2178	224	1.0105	0.4055	1.0105	1.0052
No log	2.2376	226	1.0999	0.3911	1.0999	1.0487
No log	2.2574	228	0.9593	0.4330	0.9593	0.9794
No log	2.2772	230	0.7435	0.5071	0.7435	0.8622
No log	2.2970	232	0.6720	0.5385	0.6720	0.8198
No log	2.3168	234	0.6801	0.5518	0.6801	0.8247
No log	2.3366	236	0.6887	0.5606	0.6887	0.8299
No log	2.3564	238	0.7478	0.5313	0.7478	0.8648
No log	2.3762	240	0.9566	0.4781	0.9566	0.9781
No log	2.3960	242	1.0800	0.3877	1.0800	1.0392
No log	2.4158	244	1.0275	0.3788	1.0275	1.0137
No log	2.4356	246	0.8431	0.3789	0.8431	0.9182
No log	2.4554	248	0.6879	0.4737	0.6879	0.8294
No log	2.4752	250	0.6683	0.4734	0.6683	0.8175
No log	2.4950	252	0.6745	0.4840	0.6745	0.8213
No log	2.5149	254	0.6940	0.4987	0.6940	0.8331
No log	2.5347	256	0.7125	0.5151	0.7125	0.8441
No log	2.5545	258	0.7220	0.5597	0.7220	0.8497
No log	2.5743	260	0.7169	0.5596	0.7169	0.8467
No log	2.5941	262	0.6997	0.5979	0.6997	0.8365
No log	2.6139	264	0.7096	0.5797	0.7096	0.8424
No log	2.6337	266	0.7221	0.5997	0.7221	0.8497
No log	2.6535	268	0.7461	0.5944	0.7461	0.8638
No log	2.6733	270	0.8433	0.5243	0.8433	0.9183
No log	2.6931	272	0.8793	0.5317	0.8793	0.9377
No log	2.7129	274	0.8143	0.5430	0.8143	0.9024
No log	2.7327	276	0.7527	0.5483	0.7527	0.8676
No log	2.7525	278	0.7833	0.5458	0.7833	0.8850
No log	2.7723	280	0.7649	0.5781	0.7649	0.8746
No log	2.7921	282	0.7421	0.5907	0.7421	0.8615
No log	2.8119	284	0.7342	0.5933	0.7342	0.8568
No log	2.8317	286	0.7389	0.5866	0.7389	0.8596
No log	2.8515	288	0.7662	0.5544	0.7662	0.8753
No log	2.8713	290	0.7477	0.5590	0.7477	0.8647
No log	2.8911	292	0.8801	0.4880	0.8801	0.9381
No log	2.9109	294	0.9594	0.4661	0.9594	0.9795
No log	2.9307	296	0.8023	0.5257	0.8023	0.8957
No log	2.9505	298	0.6437	0.6015	0.6437	0.8023
No log	2.9703	300	0.6871	0.6203	0.6871	0.8289
No log	2.9901	302	0.7428	0.5569	0.7428	0.8619
No log	3.0099	304	0.8278	0.5475	0.8278	0.9098
No log	3.0297	306	0.9849	0.5146	0.9849	0.9924
No log	3.0495	308	0.8915	0.5077	0.8915	0.9442
No log	3.0693	310	0.6958	0.5880	0.6958	0.8342
No log	3.0891	312	0.6256	0.6068	0.6256	0.7910
No log	3.1089	314	0.6251	0.6073	0.6251	0.7907
No log	3.1287	316	0.6270	0.6106	0.6270	0.7918
No log	3.1485	318	0.6796	0.5782	0.6796	0.8244
No log	3.1683	320	0.8632	0.4889	0.8632	0.9291
No log	3.1881	322	0.9235	0.4964	0.9235	0.9610
No log	3.2079	324	0.8614	0.5052	0.8614	0.9281
No log	3.2277	326	0.7605	0.5710	0.7605	0.8721
No log	3.2475	328	0.7709	0.5567	0.7709	0.8780
No log	3.2673	330	0.7645	0.5762	0.7645	0.8743
No log	3.2871	332	0.8279	0.5937	0.8279	0.9099
No log	3.3069	334	0.9959	0.5003	0.9959	0.9979
No log	3.3267	336	1.1204	0.4905	1.1204	1.0585
No log	3.3465	338	0.9995	0.5113	0.9995	0.9998
No log	3.3663	340	0.8348	0.5754	0.8348	0.9137
No log	3.3861	342	0.7762	0.6050	0.7762	0.8810
No log	3.4059	344	0.7554	0.6097	0.7554	0.8691
No log	3.4257	346	0.7239	0.6122	0.7239	0.8508
No log	3.4455	348	0.7505	0.5689	0.7505	0.8663
No log	3.4653	350	0.8830	0.5052	0.8830	0.9397
No log	3.4851	352	0.9850	0.4685	0.9850	0.9925
No log	3.5050	354	0.9716	0.4829	0.9716	0.9857
No log	3.5248	356	0.7956	0.5518	0.7956	0.8920
No log	3.5446	358	0.6735	0.5916	0.6735	0.8207
No log	3.5644	360	0.6550	0.6269	0.6550	0.8093
No log	3.5842	362	0.6509	0.6066	0.6509	0.8068
No log	3.6040	364	0.7173	0.5772	0.7173	0.8469
No log	3.6238	366	0.9090	0.5446	0.9090	0.9534
No log	3.6436	368	0.9872	0.5181	0.9872	0.9936
No log	3.6634	370	0.8857	0.5151	0.8857	0.9411
No log	3.6832	372	0.7955	0.5671	0.7955	0.8919
No log	3.7030	374	0.7425	0.5726	0.7425	0.8617
No log	3.7228	376	0.6781	0.5943	0.6781	0.8235
No log	3.7426	378	0.7388	0.5404	0.7388	0.8595
No log	3.7624	380	0.9047	0.4748	0.9047	0.9512
No log	3.7822	382	0.8876	0.4962	0.8876	0.9421
No log	3.8020	384	0.8704	0.5174	0.8704	0.9329
No log	3.8218	386	0.7669	0.5655	0.7669	0.8757
No log	3.8416	388	0.8313	0.5522	0.8313	0.9118
No log	3.8614	390	0.8725	0.5470	0.8725	0.9341
No log	3.8812	392	0.7491	0.5906	0.7491	0.8655
No log	3.9010	394	0.7948	0.5516	0.7948	0.8915
No log	3.9208	396	0.8211	0.5584	0.8211	0.9062
No log	3.9406	398	0.8177	0.5651	0.8177	0.9043
No log	3.9604	400	0.9273	0.5610	0.9273	0.9629
No log	3.9802	402	0.8883	0.5694	0.8883	0.9425
No log	4.0	404	0.7325	0.5973	0.7325	0.8558
No log	4.0198	406	0.6602	0.6110	0.6602	0.8125
No log	4.0396	408	0.6467	0.5854	0.6467	0.8042
No log	4.0594	410	0.6062	0.6046	0.6062	0.7786
No log	4.0792	412	0.6399	0.5929	0.6399	0.8000
No log	4.0990	414	0.9843	0.4715	0.9843	0.9921
No log	4.1188	416	1.1956	0.4079	1.1956	1.0934
No log	4.1386	418	1.0799	0.4541	1.0799	1.0392
No log	4.1584	420	0.8191	0.5533	0.8191	0.9051
No log	4.1782	422	0.6990	0.6063	0.6990	0.8361
No log	4.1980	424	0.7593	0.5984	0.7593	0.8714
No log	4.2178	426	1.0039	0.5606	1.0039	1.0019
No log	4.2376	428	1.2361	0.4633	1.2361	1.1118
No log	4.2574	430	1.2074	0.4770	1.2074	1.0988
No log	4.2772	432	0.8933	0.5444	0.8933	0.9451
No log	4.2970	434	0.7362	0.5942	0.7362	0.8580
No log	4.3168	436	0.7682	0.5905	0.7682	0.8765
No log	4.3366	438	0.9028	0.5280	0.9028	0.9501
No log	4.3564	440	0.8940	0.5833	0.8940	0.9455
No log	4.3762	442	0.8585	0.5961	0.8585	0.9265
No log	4.3960	444	0.7205	0.6117	0.7205	0.8488
No log	4.4158	446	0.6854	0.6015	0.6854	0.8279
No log	4.4356	448	0.7169	0.6128	0.7169	0.8467
No log	4.4554	450	0.7405	0.6151	0.7405	0.8605
No log	4.4752	452	0.7870	0.5858	0.7870	0.8871
No log	4.4950	454	0.7671	0.5977	0.7671	0.8758
No log	4.5149	456	0.8406	0.5886	0.8406	0.9168
No log	4.5347	458	0.7633	0.6123	0.7633	0.8736
No log	4.5545	460	0.7333	0.6071	0.7333	0.8563
No log	4.5743	462	0.7840	0.6018	0.7840	0.8855
No log	4.5941	464	0.9346	0.5680	0.9346	0.9668
No log	4.6139	466	1.0118	0.5222	1.0118	1.0059
No log	4.6337	468	0.9397	0.5342	0.9397	0.9694
No log	4.6535	470	0.8028	0.5445	0.8028	0.8960
No log	4.6733	472	0.7147	0.5646	0.7147	0.8454
No log	4.6931	474	0.7135	0.5628	0.7135	0.8447
No log	4.7129	476	0.7486	0.5583	0.7486	0.8652
No log	4.7327	478	0.7388	0.5707	0.7388	0.8595
No log	4.7525	480	0.7910	0.5712	0.7910	0.8894
No log	4.7723	482	0.7652	0.5528	0.7652	0.8748
No log	4.7921	484	0.6983	0.6059	0.6983	0.8357
No log	4.8119	486	0.6702	0.6082	0.6702	0.8186
No log	4.8317	488	0.6521	0.6025	0.6521	0.8075
No log	4.8515	490	0.7406	0.5678	0.7406	0.8606
No log	4.8713	492	0.7806	0.5683	0.7806	0.8835
No log	4.8911	494	0.8065	0.5770	0.8065	0.8981
No log	4.9109	496	0.9469	0.5707	0.9469	0.9731
No log	4.9307	498	1.0157	0.5709	1.0157	1.0078
0.6007	4.9505	500	0.9074	0.5602	0.9074	0.9525
0.6007	4.9703	502	0.8406	0.5811	0.8406	0.9168
0.6007	4.9901	504	0.8261	0.5771	0.8261	0.9089
0.6007	5.0099	506	0.8128	0.5832	0.8128	0.9015
0.6007	5.0297	508	0.8215	0.5800	0.8215	0.9064
0.6007	5.0495	510	0.8680	0.5343	0.8680	0.9317
0.6007	5.0693	512	0.7951	0.5566	0.7951	0.8917
0.6007	5.0891	514	0.7132	0.5870	0.7132	0.8445
0.6007	5.1089	516	0.7089	0.5751	0.7089	0.8420
0.6007	5.1287	518	0.7984	0.5571	0.7984	0.8935
0.6007	5.1485	520	0.9714	0.4924	0.9714	0.9856
0.6007	5.1683	522	0.8643	0.5727	0.8643	0.9297
0.6007	5.1881	524	0.7395	0.6026	0.7395	0.8599
0.6007	5.2079	526	0.6716	0.6208	0.6716	0.8195
0.6007	5.2277	528	0.6827	0.6364	0.6827	0.8262
0.6007	5.2475	530	0.7623	0.6161	0.7623	0.8731
0.6007	5.2673	532	1.0050	0.5702	1.0050	1.0025
0.6007	5.2871	534	1.0840	0.5308	1.0840	1.0412
0.6007	5.3069	536	0.8487	0.5859	0.8487	0.9213
0.6007	5.3267	538	0.6693	0.6243	0.6693	0.8181
0.6007	5.3465	540	0.6451	0.6071	0.6451	0.8032
0.6007	5.3663	542	0.6900	0.6044	0.6900	0.8306
0.6007	5.3861	544	0.8330	0.5908	0.8330	0.9127
0.6007	5.4059	546	1.0126	0.5539	1.0126	1.0063
0.6007	5.4257	548	0.9529	0.5701	0.9529	0.9762
0.6007	5.4455	550	0.7660	0.5982	0.7660	0.8752
0.6007	5.4653	552	0.6899	0.6038	0.6899	0.8306
0.6007	5.4851	554	0.7032	0.5972	0.7032	0.8386
0.6007	5.5050	556	0.6858	0.5903	0.6858	0.8281
0.6007	5.5248	558	0.7169	0.5903	0.7169	0.8467
0.6007	5.5446	560	0.8054	0.5523	0.8054	0.8974
0.6007	5.5644	562	0.8330	0.5339	0.8330	0.9127
0.6007	5.5842	564	0.7291	0.5446	0.7291	0.8539
0.6007	5.6040	566	0.7332	0.5606	0.7332	0.8563
0.6007	5.6238	568	0.8573	0.5498	0.8573	0.9259
0.6007	5.6436	570	0.8189	0.5785	0.8189	0.9050
0.6007	5.6634	572	0.7450	0.6007	0.7450	0.8632
0.6007	5.6832	574	0.7476	0.6091	0.7476	0.8647
0.6007	5.7030	576	0.9217	0.5498	0.9217	0.9600
0.6007	5.7228	578	0.9854	0.5408	0.9854	0.9927
0.6007	5.7426	580	0.8018	0.5825	0.8018	0.8954
0.6007	5.7624	582	0.6912	0.6165	0.6912	0.8314
0.6007	5.7822	584	0.6921	0.6049	0.6921	0.8319
0.6007	5.8020	586	0.8084	0.5925	0.8084	0.8991
0.6007	5.8218	588	1.0710	0.5330	1.0710	1.0349
0.6007	5.8416	590	1.1721	0.5020	1.1721	1.0826
0.6007	5.8614	592	1.0355	0.5400	1.0355	1.0176
0.6007	5.8812	594	0.7631	0.5823	0.7631	0.8736
0.6007	5.9010	596	0.6736	0.6058	0.6736	0.8208
0.6007	5.9208	598	0.6676	0.5932	0.6676	0.8171
0.6007	5.9406	600	0.6830	0.6036	0.6830	0.8264
0.6007	5.9604	602	0.7682	0.5888	0.7682	0.8765
0.6007	5.9802	604	0.7457	0.5903	0.7457	0.8636
0.6007	6.0	606	0.7484	0.5946	0.7484	0.8651
0.6007	6.0198	608	0.7379	0.6070	0.7379	0.8590
0.6007	6.0396	610	0.7935	0.5937	0.7935	0.8908
0.6007	6.0594	612	0.8306	0.5821	0.8306	0.9114
0.6007	6.0792	614	0.7541	0.5945	0.7541	0.8684
0.6007	6.0990	616	0.6886	0.5600	0.6886	0.8298
0.6007	6.1188	618	0.7080	0.5616	0.7080	0.8414
0.6007	6.1386	620	0.6983	0.5538	0.6983	0.8356
0.6007	6.1584	622	0.6779	0.5483	0.6779	0.8234
0.6007	6.1782	624	0.6843	0.5555	0.6843	0.8272
0.6007	6.1980	626	0.6887	0.5749	0.6887	0.8299
0.6007	6.2178	628	0.7430	0.5735	0.7430	0.8620
0.6007	6.2376	630	0.8875	0.5652	0.8875	0.9421
0.6007	6.2574	632	1.1940	0.5277	1.1940	1.0927
0.6007	6.2772	634	1.2169	0.5036	1.2169	1.1031
0.6007	6.2970	636	1.0647	0.5260	1.0647	1.0318
0.6007	6.3168	638	0.8982	0.5155	0.8982	0.9477
0.6007	6.3366	640	0.7594	0.5802	0.7594	0.8714
0.6007	6.3564	642	0.6892	0.5918	0.6892	0.8302
0.6007	6.3762	644	0.6490	0.5841	0.6490	0.8056
0.6007	6.3960	646	0.6649	0.5670	0.6649	0.8154
0.6007	6.4158	648	0.7196	0.5391	0.7196	0.8483
0.6007	6.4356	650	0.7644	0.5171	0.7644	0.8743
0.6007	6.4554	652	0.7932	0.5404	0.7932	0.8906
0.6007	6.4752	654	0.7829	0.5885	0.7829	0.8848
0.6007	6.4950	656	0.8134	0.5791	0.8134	0.9019
0.6007	6.5149	658	0.9273	0.5722	0.9273	0.9630
0.6007	6.5347	660	1.0856	0.5236	1.0856	1.0419
0.6007	6.5545	662	1.0592	0.5394	1.0592	1.0292
0.6007	6.5743	664	0.9177	0.5602	0.9177	0.9580
0.6007	6.5941	666	0.7514	0.6036	0.7514	0.8668
0.6007	6.6139	668	0.7685	0.5518	0.7685	0.8766
0.6007	6.6337	670	0.7190	0.5589	0.7190	0.8479
0.6007	6.6535	672	0.6653	0.5669	0.6653	0.8156
0.6007	6.6733	674	0.8161	0.5691	0.8161	0.9034
0.6007	6.6931	676	0.9009	0.5663	0.9009	0.9491
0.6007	6.7129	678	0.8586	0.5738	0.8586	0.9266
0.6007	6.7327	680	0.7442	0.5963	0.7442	0.8627
0.6007	6.7525	682	0.6926	0.6165	0.6926	0.8322
0.6007	6.7723	684	0.7080	0.6239	0.7080	0.8414
0.6007	6.7921	686	0.7138	0.6164	0.7138	0.8449
0.6007	6.8119	688	0.7861	0.6093	0.7861	0.8866
0.6007	6.8317	690	0.8203	0.5709	0.8203	0.9057
0.6007	6.8515	692	0.9707	0.5323	0.9707	0.9853
0.6007	6.8713	694	0.9176	0.5440	0.9176	0.9579
0.6007	6.8911	696	0.8368	0.5544	0.8368	0.9147
0.6007	6.9109	698	0.8229	0.5619	0.8229	0.9071
0.6007	6.9307	700	0.7468	0.6156	0.7468	0.8642
0.6007	6.9505	702	0.7504	0.6004	0.7504	0.8663
0.6007	6.9703	704	0.7908	0.6049	0.7908	0.8892
0.6007	6.9901	706	0.8154	0.5883	0.8154	0.9030
0.6007	7.0099	708	0.7551	0.5867	0.7551	0.8690
0.6007	7.0297	710	0.7008	0.6061	0.7008	0.8371
0.6007	7.0495	712	0.7527	0.6022	0.7527	0.8676
0.6007	7.0693	714	0.7977	0.6152	0.7977	0.8932
0.6007	7.0891	716	0.7655	0.6118	0.7655	0.8749
0.6007	7.1089	718	0.7242	0.6222	0.7242	0.8510
0.6007	7.1287	720	0.7591	0.6373	0.7591	0.8713
0.6007	7.1485	722	0.8661	0.6037	0.8661	0.9306
0.6007	7.1683	724	1.0390	0.5395	1.0390	1.0193
0.6007	7.1881	726	0.9426	0.5630	0.9426	0.9709
0.6007	7.2079	728	0.7441	0.6107	0.7441	0.8626
0.6007	7.2277	730	0.6795	0.6070	0.6795	0.8243
0.6007	7.2475	732	0.7250	0.5940	0.7250	0.8515
0.6007	7.2673	734	0.7267	0.5860	0.7267	0.8525
0.6007	7.2871	736	0.7527	0.5528	0.7527	0.8676
0.6007	7.3069	738	0.8027	0.5275	0.8027	0.8959
0.6007	7.3267	740	0.8308	0.5466	0.8308	0.9115
0.6007	7.3465	742	0.7567	0.5757	0.7567	0.8699
0.6007	7.3663	744	0.7253	0.5765	0.7253	0.8516
0.6007	7.3861	746	0.7375	0.5793	0.7375	0.8588
0.6007	7.4059	748	0.8275	0.5934	0.8275	0.9097
0.6007	7.4257	750	0.9019	0.5737	0.9019	0.9497
0.6007	7.4455	752	0.7508	0.5914	0.7508	0.8665
0.6007	7.4653	754	0.6747	0.5764	0.6747	0.8214
0.6007	7.4851	756	0.7099	0.5913	0.7099	0.8425
0.6007	7.5050	758	0.8832	0.5294	0.8832	0.9398
0.6007	7.5248	760	1.0140	0.5282	1.0140	1.0070
0.6007	7.5446	762	0.8869	0.5734	0.8869	0.9417
0.6007	7.5644	764	0.7623	0.6150	0.7623	0.8731
0.6007	7.5842	766	0.7906	0.6070	0.7906	0.8891
0.6007	7.6040	768	1.0373	0.5697	1.0373	1.0185
0.6007	7.6238	770	1.1356	0.5183	1.1356	1.0657
0.6007	7.6436	772	0.9470	0.5196	0.9470	0.9731
0.6007	7.6634	774	0.7305	0.5723	0.7305	0.8547
0.6007	7.6832	776	0.6375	0.6001	0.6375	0.7984
0.6007	7.7030	778	0.6207	0.5985	0.6207	0.7878
0.6007	7.7228	780	0.6641	0.6261	0.6641	0.8149
0.6007	7.7426	782	0.8401	0.5734	0.8401	0.9166
0.6007	7.7624	784	0.8875	0.5830	0.8875	0.9421
0.6007	7.7822	786	0.7890	0.6183	0.7890	0.8883
0.6007	7.8020	788	0.7419	0.6108	0.7419	0.8613
0.6007	7.8218	790	0.7536	0.6050	0.7536	0.8681
0.6007	7.8416	792	0.8445	0.5942	0.8445	0.9190
0.6007	7.8614	794	0.8673	0.5513	0.8673	0.9313
0.6007	7.8812	796	0.7655	0.5840	0.7655	0.8749
0.6007	7.9010	798	0.6561	0.6361	0.6561	0.8100
0.6007	7.9208	800	0.6633	0.6019	0.6633	0.8144
0.6007	7.9406	802	0.6455	0.6260	0.6455	0.8034
0.6007	7.9604	804	0.6349	0.6280	0.6349	0.7968
0.6007	7.9802	806	0.7583	0.5517	0.7583	0.8708
0.6007	8.0	808	0.8783	0.5469	0.8783	0.9372
0.6007	8.0198	810	0.8528	0.5601	0.8528	0.9235
0.6007	8.0396	812	0.7387	0.6046	0.7387	0.8595
0.6007	8.0594	814	0.6591	0.6345	0.6591	0.8118
0.6007	8.0792	816	0.6638	0.6088	0.6638	0.8147
0.6007	8.0990	818	0.6308	0.6116	0.6308	0.7942
0.6007	8.1188	820	0.6545	0.6111	0.6545	0.8090
0.6007	8.1386	822	0.8854	0.5264	0.8854	0.9409
0.6007	8.1584	824	1.0154	0.5041	1.0154	1.0077
0.6007	8.1782	826	0.9048	0.5329	0.9048	0.9512
0.6007	8.1980	828	0.6996	0.5964	0.6996	0.8364
0.6007	8.2178	830	0.6321	0.6265	0.6321	0.7950
0.6007	8.2376	832	0.6462	0.6220	0.6462	0.8039
0.6007	8.2574	834	0.6655	0.6148	0.6655	0.8158
0.6007	8.2772	836	0.7661	0.5974	0.7661	0.8753
0.6007	8.2970	838	0.9550	0.5447	0.9550	0.9773
0.6007	8.3168	840	0.9228	0.5212	0.9228	0.9606
0.6007	8.3366	842	0.7565	0.5504	0.7565	0.8698
0.6007	8.3564	844	0.6939	0.6013	0.6939	0.8330
0.6007	8.3762	846	0.6933	0.5993	0.6933	0.8326
0.6007	8.3960	848	0.7811	0.6125	0.7811	0.8838
0.6007	8.4158	850	0.9121	0.5906	0.9121	0.9550
0.6007	8.4356	852	0.9516	0.5863	0.9516	0.9755
0.6007	8.4554	854	0.8475	0.5930	0.8475	0.9206
0.6007	8.4752	856	0.7480	0.6093	0.7480	0.8649
0.6007	8.4950	858	0.6856	0.6169	0.6856	0.8280
0.6007	8.5149	860	0.7193	0.5982	0.7193	0.8481
0.6007	8.5347	862	0.7327	0.5830	0.7327	0.8560
0.6007	8.5545	864	0.7188	0.5923	0.7188	0.8478
0.6007	8.5743	866	0.7895	0.5723	0.7895	0.8886
0.6007	8.5941	868	0.8107	0.5761	0.8107	0.9004
0.6007	8.6139	870	0.8341	0.5640	0.8342	0.9133
0.6007	8.6337	872	0.8026	0.5590	0.8026	0.8959
0.6007	8.6535	874	0.8059	0.5600	0.8059	0.8977
0.6007	8.6733	876	0.7043	0.6065	0.7043	0.8392
0.6007	8.6931	878	0.6988	0.6156	0.6988	0.8359
0.6007	8.7129	880	0.7891	0.5870	0.7891	0.8883
0.6007	8.7327	882	0.9279	0.5220	0.9279	0.9633
0.6007	8.7525	884	0.9951	0.5382	0.9951	0.9976
0.6007	8.7723	886	0.9042	0.5606	0.9042	0.9509
0.6007	8.7921	888	0.7493	0.6129	0.7493	0.8656
0.6007	8.8119	890	0.6895	0.5990	0.6895	0.8304
0.6007	8.8317	892	0.7175	0.6130	0.7175	0.8470
0.6007	8.8515	894	0.7901	0.5781	0.7901	0.8889
0.6007	8.8713	896	0.8867	0.5508	0.8867	0.9416
0.6007	8.8911	898	0.8398	0.5485	0.8398	0.9164
0.6007	8.9109	900	0.7572	0.5933	0.7572	0.8702
0.6007	8.9307	902	0.7579	0.5919	0.7579	0.8705
0.6007	8.9505	904	0.8407	0.5650	0.8407	0.9169
0.6007	8.9703	906	0.8261	0.5809	0.8261	0.9089
0.6007	8.9901	908	0.8019	0.5854	0.8019	0.8955
0.6007	9.0099	910	0.8109	0.5831	0.8109	0.9005
0.6007	9.0297	912	0.7845	0.5761	0.7845	0.8857
0.6007	9.0495	914	0.7536	0.5644	0.7536	0.8681
0.6007	9.0693	916	0.7810	0.5344	0.7810	0.8837
0.6007	9.0891	918	0.8615	0.5177	0.8615	0.9282
0.6007	9.1089	920	0.9276	0.5033	0.9276	0.9631
0.6007	9.1287	922	0.9095	0.5338	0.9095	0.9537
0.6007	9.1485	924	0.8150	0.6093	0.8150	0.9028
0.6007	9.1683	926	0.8768	0.5736	0.8768	0.9364
0.6007	9.1881	928	0.8707	0.5943	0.8707	0.9331
0.6007	9.2079	930	0.7401	0.6255	0.7401	0.8603
0.6007	9.2277	932	0.6925	0.6188	0.6925	0.8322
0.6007	9.2475	934	0.6544	0.6213	0.6544	0.8089
0.6007	9.2673	936	0.7516	0.6228	0.7516	0.8669
0.6007	9.2871	938	0.9743	0.5442	0.9743	0.9871
0.6007	9.3069	940	1.0432	0.5310	1.0432	1.0214
0.6007	9.3267	942	0.8517	0.5541	0.8517	0.9229
0.6007	9.3465	944	0.6523	0.6087	0.6523	0.8076
0.6007	9.3663	946	0.6225	0.5876	0.6225	0.7890
0.6007	9.3861	948	0.6421	0.6158	0.6421	0.8013
0.6007	9.4059	950	0.6994	0.5864	0.6994	0.8363
0.6007	9.4257	952	0.9115	0.5800	0.9115	0.9547
0.6007	9.4455	954	0.9569	0.5710	0.9569	0.9782
0.6007	9.4653	956	0.8734	0.5960	0.8734	0.9345
0.6007	9.4851	958	0.6966	0.5967	0.6966	0.8346
0.6007	9.5050	960	0.6440	0.6378	0.6440	0.8025
0.6007	9.5248	962	0.6521	0.6199	0.6521	0.8075
0.6007	9.5446	964	0.7318	0.6131	0.7318	0.8554
0.6007	9.5644	966	0.8975	0.5469	0.8975	0.9474
0.6007	9.5842	968	0.9789	0.5307	0.9789	0.9894
0.6007	9.6040	970	0.8690	0.5515	0.8690	0.9322
0.6007	9.6238	972	0.6885	0.5999	0.6885	0.8298
0.6007	9.6436	974	0.6024	0.6251	0.6024	0.7761
0.6007	9.6634	976	0.6146	0.5807	0.6146	0.7840
0.6007	9.6832	978	0.6235	0.6096	0.6235	0.7896
0.6007	9.7030	980	0.6574	0.6150	0.6574	0.8108
0.6007	9.7228	982	0.7433	0.5951	0.7433	0.8621
0.6007	9.7426	984	0.8830	0.5621	0.8830	0.9397
0.6007	9.7624	986	0.8699	0.5398	0.8699	0.9327
0.6007	9.7822	988	0.7445	0.5894	0.7445	0.8629
0.6007	9.8020	990	0.6518	0.6195	0.6518	0.8073
0.6007	9.8218	992	0.6824	0.6212	0.6824	0.8261
0.6007	9.8416	994	0.7717	0.6197	0.7717	0.8784
0.6007	9.8614	996	0.8252	0.6275	0.8252	0.9084
0.6007	9.8812	998	0.8361	0.6080	0.8361	0.9144
0.1806	9.9010	1000	0.8547	0.5947	0.8547	0.9245
0.1806	9.9208	1002	0.8380	0.5795	0.8380	0.9154
0.1806	9.9406	1004	0.7574	0.5903	0.7574	0.8703
0.1806	9.9604	1006	0.7028	0.5949	0.7028	0.8383
0.1806	9.9802	1008	0.7067	0.5820	0.7067	0.8406
0.1806	10.0	1010	0.8098	0.5454	0.8098	0.8999
0.1806	10.0198	1012	0.9257	0.5075	0.9257	0.9621
0.1806	10.0396	1014	0.9586	0.5273	0.9586	0.9791
0.1806	10.0594	1016	0.8416	0.5640	0.8416	0.9174

Framework versions

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