ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k20_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: 0.6638
• Qwk: 0.4710
• Mse: 0.6638
• Rmse: 0.8148

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	0.0161	2	4.0350	-0.0279	4.0350	2.0087
No log	0.0323	4	2.0850	0.0206	2.0850	1.4439
No log	0.0484	6	1.4482	0.0225	1.4482	1.2034
No log	0.0645	8	1.0834	0.0220	1.0834	1.0409
No log	0.0806	10	0.9112	0.0271	0.9112	0.9545
No log	0.0968	12	0.9118	0.0203	0.9118	0.9549
No log	0.1129	14	0.9750	0.0	0.9750	0.9874
No log	0.1290	16	1.2488	0.0296	1.2488	1.1175
No log	0.1452	18	1.3675	0.0224	1.3675	1.1694
No log	0.1613	20	1.1924	0.0224	1.1924	1.0920
No log	0.1774	22	1.1080	0.0580	1.1080	1.0526
No log	0.1935	24	1.2678	0.0580	1.2678	1.1260
No log	0.2097	26	1.3148	0.0602	1.3148	1.1466
No log	0.2258	28	1.2846	0.0713	1.2846	1.1334
No log	0.2419	30	1.3024	0.0958	1.3024	1.1412
No log	0.2581	32	1.1963	0.0982	1.1963	1.0938
No log	0.2742	34	0.9298	0.0455	0.9298	0.9642
No log	0.2903	36	0.8683	0.0989	0.8683	0.9318
No log	0.3065	38	0.7878	0.1306	0.7878	0.8876
No log	0.3226	40	0.9229	0.0733	0.9229	0.9607
No log	0.3387	42	1.0029	0.0593	1.0029	1.0015
No log	0.3548	44	1.1364	0.0614	1.1364	1.0660
No log	0.3710	46	1.2256	0.1160	1.2256	1.1071
No log	0.3871	48	1.2357	0.1316	1.2357	1.1116
No log	0.4032	50	0.9795	0.1661	0.9795	0.9897
No log	0.4194	52	0.7922	0.2453	0.7922	0.8900
No log	0.4355	54	0.6910	0.2988	0.6910	0.8313
No log	0.4516	56	0.6549	0.3643	0.6549	0.8093
No log	0.4677	58	0.6557	0.3643	0.6557	0.8098
No log	0.4839	60	0.7027	0.3391	0.7027	0.8383
No log	0.5	62	1.1214	0.2927	1.1214	1.0590
No log	0.5161	64	1.3158	0.2032	1.3158	1.1471
No log	0.5323	66	1.2361	0.2161	1.2361	1.1118
No log	0.5484	68	1.3048	0.1908	1.3048	1.1423
No log	0.5645	70	1.4789	0.1496	1.4789	1.2161
No log	0.5806	72	1.3089	0.1507	1.3089	1.1441
No log	0.5968	74	1.3386	0.1425	1.3386	1.1570
No log	0.6129	76	1.4265	0.1277	1.4265	1.1944
No log	0.6290	78	1.4893	0.1496	1.4893	1.2204
No log	0.6452	80	1.3345	0.1338	1.3345	1.1552
No log	0.6613	82	0.9582	0.1991	0.9582	0.9789
No log	0.6774	84	0.8022	0.2170	0.8022	0.8956
No log	0.6935	86	0.6767	0.4036	0.6767	0.8226
No log	0.7097	88	0.6872	0.3876	0.6872	0.8289
No log	0.7258	90	0.8523	0.3549	0.8523	0.9232
No log	0.7419	92	1.2114	0.2722	1.2114	1.1006
No log	0.7581	94	1.6665	0.1882	1.6665	1.2909
No log	0.7742	96	2.0562	0.1583	2.0562	1.4339
No log	0.7903	98	1.9395	0.1583	1.9395	1.3927
No log	0.8065	100	1.4634	0.1972	1.4634	1.2097
No log	0.8226	102	1.2874	0.2345	1.2874	1.1346
No log	0.8387	104	1.2353	0.2503	1.2353	1.1114
No log	0.8548	106	1.2051	0.2423	1.2051	1.0978
No log	0.8710	108	1.0730	0.2738	1.0730	1.0359
No log	0.8871	110	0.9592	0.3140	0.9592	0.9794
No log	0.9032	112	0.8501	0.3670	0.8501	0.9220
No log	0.9194	114	0.7250	0.5034	0.7250	0.8515
No log	0.9355	116	0.6533	0.4258	0.6533	0.8083
No log	0.9516	118	0.6709	0.4347	0.6709	0.8191
No log	0.9677	120	0.8473	0.4203	0.8473	0.9205
No log	0.9839	122	1.5916	0.2614	1.5916	1.2616
No log	1.0	124	1.9201	0.1710	1.9201	1.3857
No log	1.0161	126	1.6207	0.2763	1.6207	1.2731
No log	1.0323	128	1.0666	0.3062	1.0666	1.0328
No log	1.0484	130	0.7307	0.3994	0.7307	0.8548
No log	1.0645	132	0.6591	0.4024	0.6591	0.8118
No log	1.0806	134	0.6431	0.3838	0.6431	0.8019
No log	1.0968	136	0.6640	0.4576	0.6640	0.8149
No log	1.1129	138	0.9144	0.3398	0.9144	0.9563
No log	1.1290	140	1.2567	0.2841	1.2567	1.1210
No log	1.1452	142	1.2236	0.2769	1.2236	1.1062
No log	1.1613	144	0.9362	0.3533	0.9362	0.9676
No log	1.1774	146	0.7297	0.4177	0.7297	0.8542
No log	1.1935	148	0.7137	0.4173	0.7137	0.8448
No log	1.2097	150	0.7854	0.4101	0.7854	0.8862
No log	1.2258	152	0.8192	0.4461	0.8192	0.9051
No log	1.2419	154	0.7711	0.3790	0.7711	0.8782
No log	1.2581	156	0.7312	0.3539	0.7312	0.8551
No log	1.2742	158	0.7122	0.4280	0.7122	0.8439
No log	1.2903	160	0.7080	0.4422	0.7080	0.8415
No log	1.3065	162	0.7324	0.4524	0.7324	0.8558
No log	1.3226	164	0.7587	0.4154	0.7587	0.8711
No log	1.3387	166	0.9127	0.4237	0.9127	0.9553
No log	1.3548	168	1.3016	0.3241	1.3016	1.1409
No log	1.3710	170	1.3364	0.3157	1.3364	1.1560
No log	1.3871	172	1.0539	0.4070	1.0539	1.0266
No log	1.4032	174	0.7568	0.3269	0.7568	0.8699
No log	1.4194	176	0.7166	0.4146	0.7166	0.8465
No log	1.4355	178	0.7123	0.4316	0.7123	0.8440
No log	1.4516	180	0.7139	0.4456	0.7139	0.8449
No log	1.4677	182	0.7147	0.4236	0.7147	0.8454
No log	1.4839	184	0.7150	0.4534	0.7150	0.8456
No log	1.5	186	0.7479	0.4247	0.7479	0.8648
No log	1.5161	188	0.7584	0.4210	0.7584	0.8709
No log	1.5323	190	0.7064	0.4474	0.7064	0.8405
No log	1.5484	192	0.7151	0.4375	0.7151	0.8456
No log	1.5645	194	0.7692	0.4263	0.7692	0.8770
No log	1.5806	196	0.7817	0.4260	0.7817	0.8842
No log	1.5968	198	0.7957	0.4335	0.7957	0.8920
No log	1.6129	200	0.7848	0.4371	0.7848	0.8859
No log	1.6290	202	0.7819	0.4390	0.7819	0.8843
No log	1.6452	204	0.7383	0.4254	0.7383	0.8592
No log	1.6613	206	0.7484	0.3414	0.7484	0.8651
No log	1.6774	208	0.8281	0.3910	0.8281	0.9100
No log	1.6935	210	0.8569	0.3710	0.8569	0.9257
No log	1.7097	212	0.8991	0.3604	0.8991	0.9482
No log	1.7258	214	0.9660	0.3664	0.9660	0.9829
No log	1.7419	216	0.8766	0.3593	0.8766	0.9363
No log	1.7581	218	0.8180	0.3965	0.8180	0.9044
No log	1.7742	220	0.8378	0.4091	0.8378	0.9153
No log	1.7903	222	0.8319	0.3860	0.8319	0.9121
No log	1.8065	224	0.8148	0.4147	0.8148	0.9026
No log	1.8226	226	0.9029	0.4126	0.9029	0.9502
No log	1.8387	228	1.0884	0.3414	1.0884	1.0433
No log	1.8548	230	1.0389	0.3808	1.0389	1.0192
No log	1.8710	232	0.9076	0.3938	0.9076	0.9527
No log	1.8871	234	0.8681	0.3972	0.8681	0.9317
No log	1.9032	236	0.7635	0.3932	0.7635	0.8738
No log	1.9194	238	0.7465	0.3776	0.7465	0.8640
No log	1.9355	240	0.7849	0.3936	0.7849	0.8859
No log	1.9516	242	0.8112	0.3963	0.8112	0.9007
No log	1.9677	244	0.8164	0.4121	0.8164	0.9035
No log	1.9839	246	0.7851	0.3628	0.7851	0.8860
No log	2.0	248	0.7757	0.3958	0.7757	0.8808
No log	2.0161	250	0.7897	0.3893	0.7897	0.8887
No log	2.0323	252	0.7660	0.3888	0.7660	0.8752
No log	2.0484	254	0.7291	0.3765	0.7291	0.8538
No log	2.0645	256	0.7350	0.3990	0.7350	0.8573
No log	2.0806	258	0.7218	0.3876	0.7218	0.8496
No log	2.0968	260	0.6670	0.3235	0.6670	0.8167
No log	2.1129	262	0.7230	0.4456	0.7230	0.8503
No log	2.1290	264	0.9474	0.3316	0.9474	0.9733
No log	2.1452	266	1.1451	0.2971	1.1451	1.0701
No log	2.1613	268	1.0648	0.3632	1.0648	1.0319
No log	2.1774	270	0.8274	0.3435	0.8274	0.9096
No log	2.1935	272	0.6414	0.4357	0.6414	0.8009
No log	2.2097	274	0.6305	0.4100	0.6305	0.7940
No log	2.2258	276	0.6415	0.3786	0.6415	0.8010
No log	2.2419	278	0.6336	0.4090	0.6336	0.7960
No log	2.2581	280	0.6913	0.4691	0.6913	0.8314
No log	2.2742	282	0.8024	0.4417	0.8024	0.8958
No log	2.2903	284	0.8100	0.4557	0.8100	0.9000
No log	2.3065	286	0.7289	0.4405	0.7289	0.8538
No log	2.3226	288	0.6421	0.4839	0.6421	0.8013
No log	2.3387	290	0.6433	0.4349	0.6433	0.8021
No log	2.3548	292	0.6562	0.4175	0.6562	0.8101
No log	2.3710	294	0.6664	0.4039	0.6664	0.8163
No log	2.3871	296	0.7240	0.4052	0.7240	0.8509
No log	2.4032	298	0.8390	0.4418	0.8390	0.9160
No log	2.4194	300	0.9773	0.3815	0.9773	0.9886
No log	2.4355	302	0.9536	0.4279	0.9536	0.9765
No log	2.4516	304	0.8055	0.4370	0.8055	0.8975
No log	2.4677	306	0.7392	0.4062	0.7392	0.8597
No log	2.4839	308	0.6988	0.3863	0.6988	0.8359
No log	2.5	310	0.6948	0.3717	0.6948	0.8335
No log	2.5161	312	0.7610	0.4227	0.7610	0.8724
No log	2.5323	314	0.7227	0.3926	0.7227	0.8501
No log	2.5484	316	0.6919	0.3913	0.6919	0.8318
No log	2.5645	318	0.6506	0.3829	0.6506	0.8066
No log	2.5806	320	0.6458	0.3547	0.6458	0.8036
No log	2.5968	322	0.6648	0.3884	0.6648	0.8154
No log	2.6129	324	0.6892	0.3943	0.6892	0.8302
No log	2.6290	326	0.7262	0.3882	0.7262	0.8522
No log	2.6452	328	0.7471	0.4264	0.7471	0.8643
No log	2.6613	330	0.7204	0.3868	0.7204	0.8488
No log	2.6774	332	0.7006	0.3968	0.7006	0.8370
No log	2.6935	334	0.6909	0.4283	0.6909	0.8312
No log	2.7097	336	0.6795	0.4784	0.6795	0.8243
No log	2.7258	338	0.6656	0.4847	0.6656	0.8159
No log	2.7419	340	0.6469	0.4833	0.6469	0.8043
No log	2.7581	342	0.6374	0.4761	0.6374	0.7983
No log	2.7742	344	0.6094	0.5029	0.6094	0.7806
No log	2.7903	346	0.6106	0.4708	0.6106	0.7814
No log	2.8065	348	0.6225	0.4551	0.6225	0.7890
No log	2.8226	350	0.6385	0.5215	0.6385	0.7991
No log	2.8387	352	0.6546	0.4987	0.6546	0.8091
No log	2.8548	354	0.6519	0.4690	0.6519	0.8074
No log	2.8710	356	0.6656	0.4747	0.6656	0.8158
No log	2.8871	358	0.6680	0.4733	0.6680	0.8173
No log	2.9032	360	0.6611	0.5	0.6611	0.8131
No log	2.9194	362	0.6568	0.5255	0.6568	0.8104
No log	2.9355	364	0.6513	0.4477	0.6513	0.8070
No log	2.9516	366	0.6888	0.4653	0.6888	0.8300
No log	2.9677	368	0.6768	0.4653	0.6768	0.8227
No log	2.9839	370	0.6437	0.4150	0.6437	0.8023
No log	3.0	372	0.6819	0.4294	0.6819	0.8258
No log	3.0161	374	0.7707	0.4126	0.7707	0.8779
No log	3.0323	376	0.7854	0.4149	0.7854	0.8862
No log	3.0484	378	0.7463	0.4051	0.7463	0.8639
No log	3.0645	380	0.7084	0.4939	0.7084	0.8417
No log	3.0806	382	0.7127	0.4437	0.7127	0.8442
No log	3.0968	384	0.6816	0.4483	0.6816	0.8256
No log	3.1129	386	0.6387	0.4479	0.6387	0.7992
No log	3.1290	388	0.6737	0.4375	0.6737	0.8208
No log	3.1452	390	0.6881	0.4013	0.6881	0.8295
No log	3.1613	392	0.6679	0.4506	0.6679	0.8172
No log	3.1774	394	0.6875	0.5070	0.6875	0.8292
No log	3.1935	396	0.7144	0.4811	0.7144	0.8452
No log	3.2097	398	0.7170	0.4825	0.7170	0.8468
No log	3.2258	400	0.7225	0.4793	0.7225	0.8500
No log	3.2419	402	0.7426	0.4799	0.7426	0.8617
No log	3.2581	404	0.7820	0.5046	0.7820	0.8843
No log	3.2742	406	0.8034	0.5153	0.8034	0.8963
No log	3.2903	408	0.7928	0.4781	0.7928	0.8904
No log	3.3065	410	0.7922	0.4736	0.7922	0.8900
No log	3.3226	412	0.7695	0.4753	0.7695	0.8772
No log	3.3387	414	0.7474	0.4863	0.7474	0.8645
No log	3.3548	416	0.7430	0.4890	0.7430	0.8620
No log	3.3710	418	0.7397	0.4978	0.7397	0.8601
No log	3.3871	420	0.7281	0.5129	0.7281	0.8533
No log	3.4032	422	0.7357	0.5122	0.7357	0.8578
No log	3.4194	424	0.7165	0.5108	0.7165	0.8465
No log	3.4355	426	0.7059	0.5009	0.7059	0.8402
No log	3.4516	428	0.7542	0.4213	0.7542	0.8685
No log	3.4677	430	0.7801	0.4348	0.7801	0.8832
No log	3.4839	432	0.7811	0.4348	0.7811	0.8838
No log	3.5	434	0.7463	0.4499	0.7463	0.8639
No log	3.5161	436	0.7233	0.4318	0.7233	0.8505
No log	3.5323	438	0.7098	0.4616	0.7098	0.8425
No log	3.5484	440	0.7004	0.4414	0.7004	0.8369
No log	3.5645	442	0.7199	0.4390	0.7199	0.8485
No log	3.5806	444	0.7214	0.4467	0.7214	0.8494
No log	3.5968	446	0.7096	0.4496	0.7096	0.8424
No log	3.6129	448	0.6758	0.4769	0.6758	0.8221
No log	3.6290	450	0.6497	0.5173	0.6497	0.8060
No log	3.6452	452	0.6436	0.5248	0.6436	0.8022
No log	3.6613	454	0.6469	0.4608	0.6469	0.8043
No log	3.6774	456	0.6756	0.4909	0.6756	0.8219
No log	3.6935	458	0.6735	0.4844	0.6735	0.8207
No log	3.7097	460	0.6665	0.4884	0.6665	0.8164
No log	3.7258	462	0.6575	0.5090	0.6575	0.8109
No log	3.7419	464	0.6977	0.4955	0.6977	0.8353
No log	3.7581	466	0.7307	0.4350	0.7307	0.8548
No log	3.7742	468	0.6929	0.5339	0.6929	0.8324
No log	3.7903	470	0.6836	0.5449	0.6836	0.8268
No log	3.8065	472	0.6727	0.5339	0.6727	0.8202
No log	3.8226	474	0.6619	0.5182	0.6619	0.8136
No log	3.8387	476	0.6601	0.5165	0.6601	0.8124
No log	3.8548	478	0.6415	0.5199	0.6415	0.8009
No log	3.8710	480	0.6745	0.4583	0.6745	0.8213
No log	3.8871	482	0.6803	0.4579	0.6803	0.8248
No log	3.9032	484	0.6666	0.4835	0.6666	0.8165
No log	3.9194	486	0.6521	0.5007	0.6521	0.8075
No log	3.9355	488	0.6478	0.5007	0.6478	0.8049
No log	3.9516	490	0.6545	0.4656	0.6545	0.8090
No log	3.9677	492	0.6383	0.5007	0.6383	0.7990
No log	3.9839	494	0.6391	0.4891	0.6391	0.7994
No log	4.0	496	0.6916	0.4824	0.6916	0.8317
No log	4.0161	498	0.7359	0.4615	0.7359	0.8578
0.4772	4.0323	500	0.7224	0.4887	0.7224	0.8499
0.4772	4.0484	502	0.7059	0.5153	0.7059	0.8401
0.4772	4.0645	504	0.6919	0.5369	0.6919	0.8318
0.4772	4.0806	506	0.6917	0.4785	0.6917	0.8317
0.4772	4.0968	508	0.7299	0.4491	0.7299	0.8544
0.4772	4.1129	510	0.7866	0.4711	0.7866	0.8869
0.4772	4.1290	512	0.7956	0.4711	0.7956	0.8920
0.4772	4.1452	514	0.7366	0.4548	0.7366	0.8583
0.4772	4.1613	516	0.6955	0.4855	0.6955	0.8340
0.4772	4.1774	518	0.7257	0.5012	0.7257	0.8519
0.4772	4.1935	520	0.7191	0.4804	0.7191	0.8480
0.4772	4.2097	522	0.6752	0.5114	0.6752	0.8217
0.4772	4.2258	524	0.6581	0.4668	0.6581	0.8112
0.4772	4.2419	526	0.6887	0.4547	0.6887	0.8299
0.4772	4.2581	528	0.6985	0.4431	0.6985	0.8357
0.4772	4.2742	530	0.6866	0.4467	0.6866	0.8286
0.4772	4.2903	532	0.6560	0.4374	0.6560	0.8100
0.4772	4.3065	534	0.6254	0.5114	0.6254	0.7908
0.4772	4.3226	536	0.6262	0.5126	0.6262	0.7913
0.4772	4.3387	538	0.6103	0.5276	0.6103	0.7812
0.4772	4.3548	540	0.6094	0.4908	0.6094	0.7806
0.4772	4.3710	542	0.6120	0.5182	0.6120	0.7823
0.4772	4.3871	544	0.6277	0.5394	0.6277	0.7923
0.4772	4.4032	546	0.6367	0.4859	0.6367	0.7979
0.4772	4.4194	548	0.6345	0.5259	0.6345	0.7965
0.4772	4.4355	550	0.6338	0.5311	0.6338	0.7961
0.4772	4.4516	552	0.6272	0.5306	0.6272	0.7920
0.4772	4.4677	554	0.6228	0.4923	0.6228	0.7892
0.4772	4.4839	556	0.6253	0.4918	0.6253	0.7908
0.4772	4.5	558	0.6252	0.4584	0.6252	0.7907
0.4772	4.5161	560	0.6317	0.4808	0.6317	0.7948
0.4772	4.5323	562	0.6265	0.4808	0.6265	0.7915
0.4772	4.5484	564	0.6064	0.4555	0.6064	0.7787
0.4772	4.5645	566	0.5935	0.4305	0.5935	0.7704
0.4772	4.5806	568	0.5956	0.4591	0.5956	0.7717
0.4772	4.5968	570	0.5964	0.4686	0.5964	0.7723
0.4772	4.6129	572	0.6047	0.4396	0.6047	0.7776
0.4772	4.6290	574	0.6189	0.4582	0.6189	0.7867
0.4772	4.6452	576	0.6262	0.4749	0.6262	0.7913
0.4772	4.6613	578	0.6353	0.4806	0.6353	0.7970
0.4772	4.6774	580	0.6493	0.4890	0.6493	0.8058
0.4772	4.6935	582	0.6540	0.4640	0.6540	0.8087
0.4772	4.7097	584	0.6478	0.4814	0.6478	0.8049
0.4772	4.7258	586	0.6426	0.5009	0.6426	0.8016
0.4772	4.7419	588	0.6379	0.5232	0.6379	0.7987
0.4772	4.7581	590	0.6212	0.4854	0.6212	0.7882
0.4772	4.7742	592	0.6120	0.4735	0.6120	0.7823
0.4772	4.7903	594	0.6054	0.4914	0.6054	0.7781
0.4772	4.8065	596	0.5887	0.4751	0.5887	0.7673
0.4772	4.8226	598	0.5897	0.5023	0.5897	0.7679
0.4772	4.8387	600	0.6048	0.5058	0.6048	0.7777
0.4772	4.8548	602	0.6242	0.4835	0.6242	0.7901
0.4772	4.8710	604	0.6622	0.4861	0.6622	0.8137
0.4772	4.8871	606	0.6966	0.5054	0.6966	0.8346
0.4772	4.9032	608	0.7293	0.5089	0.7293	0.8540
0.4772	4.9194	610	0.7252	0.5081	0.7252	0.8516
0.4772	4.9355	612	0.6870	0.5177	0.6870	0.8289
0.4772	4.9516	614	0.6552	0.5143	0.6552	0.8095
0.4772	4.9677	616	0.6309	0.5031	0.6309	0.7943
0.4772	4.9839	618	0.6144	0.4894	0.6144	0.7839
0.4772	5.0	620	0.6005	0.5538	0.6005	0.7749
0.4772	5.0161	622	0.5936	0.5443	0.5936	0.7705
0.4772	5.0323	624	0.5930	0.5350	0.5930	0.7701
0.4772	5.0484	626	0.6004	0.5446	0.6004	0.7749
0.4772	5.0645	628	0.6156	0.5692	0.6156	0.7846
0.4772	5.0806	630	0.6392	0.5391	0.6392	0.7995
0.4772	5.0968	632	0.6547	0.5524	0.6547	0.8091
0.4772	5.1129	634	0.6568	0.5688	0.6568	0.8104
0.4772	5.1290	636	0.6521	0.5585	0.6521	0.8076
0.4772	5.1452	638	0.6406	0.5728	0.6406	0.8004
0.4772	5.1613	640	0.6530	0.4821	0.6530	0.8081
0.4772	5.1774	642	0.6439	0.4840	0.6439	0.8024
0.4772	5.1935	644	0.6370	0.5457	0.6370	0.7981
0.4772	5.2097	646	0.6516	0.5604	0.6516	0.8072
0.4772	5.2258	648	0.6801	0.4823	0.6801	0.8247
0.4772	5.2419	650	0.6748	0.4823	0.6748	0.8214
0.4772	5.2581	652	0.6484	0.5351	0.6484	0.8052
0.4772	5.2742	654	0.6189	0.5735	0.6189	0.7867
0.4772	5.2903	656	0.5933	0.5262	0.5933	0.7703
0.4772	5.3065	658	0.5898	0.4825	0.5898	0.7680
0.4772	5.3226	660	0.6081	0.4763	0.6081	0.7798
0.4772	5.3387	662	0.6170	0.4506	0.6170	0.7855
0.4772	5.3548	664	0.6060	0.4952	0.6060	0.7785
0.4772	5.3710	666	0.6062	0.5145	0.6062	0.7786
0.4772	5.3871	668	0.6136	0.5649	0.6136	0.7833
0.4772	5.4032	670	0.6329	0.5585	0.6329	0.7955
0.4772	5.4194	672	0.6391	0.5631	0.6391	0.7994
0.4772	5.4355	674	0.6562	0.5130	0.6562	0.8101
0.4772	5.4516	676	0.6785	0.4566	0.6785	0.8237
0.4772	5.4677	678	0.6719	0.4570	0.6719	0.8197
0.4772	5.4839	680	0.6488	0.4982	0.6488	0.8055
0.4772	5.5	682	0.6298	0.5425	0.6298	0.7936
0.4772	5.5161	684	0.6254	0.5332	0.6254	0.7908
0.4772	5.5323	686	0.6276	0.5728	0.6276	0.7922
0.4772	5.5484	688	0.6267	0.5552	0.6267	0.7916
0.4772	5.5645	690	0.6339	0.5115	0.6339	0.7962
0.4772	5.5806	692	0.6421	0.5363	0.6421	0.8013
0.4772	5.5968	694	0.6546	0.5585	0.6546	0.8091
0.4772	5.6129	696	0.6779	0.4957	0.6779	0.8233
0.4772	5.6290	698	0.6943	0.5003	0.6943	0.8332
0.4772	5.6452	700	0.6817	0.4931	0.6817	0.8256
0.4772	5.6613	702	0.6438	0.5029	0.6438	0.8023
0.4772	5.6774	704	0.6180	0.5466	0.6180	0.7861
0.4772	5.6935	706	0.6314	0.4843	0.6314	0.7946
0.4772	5.7097	708	0.6364	0.4848	0.6364	0.7977
0.4772	5.7258	710	0.6405	0.4848	0.6405	0.8003
0.4772	5.7419	712	0.6385	0.5217	0.6385	0.7991
0.4772	5.7581	714	0.6350	0.5170	0.6350	0.7969
0.4772	5.7742	716	0.6272	0.5232	0.6272	0.7920
0.4772	5.7903	718	0.6260	0.4836	0.6260	0.7912
0.4772	5.8065	720	0.6290	0.4816	0.6290	0.7931
0.4772	5.8226	722	0.6216	0.4952	0.6216	0.7884
0.4772	5.8387	724	0.6296	0.4997	0.6296	0.7935
0.4772	5.8548	726	0.6441	0.4988	0.6441	0.8025
0.4772	5.8710	728	0.6614	0.4997	0.6614	0.8133
0.4772	5.8871	730	0.6766	0.4763	0.6766	0.8226
0.4772	5.9032	732	0.6857	0.4566	0.6857	0.8281
0.4772	5.9194	734	0.6789	0.4963	0.6789	0.8239
0.4772	5.9355	736	0.6651	0.4661	0.6651	0.8156
0.4772	5.9516	738	0.6498	0.5332	0.6498	0.8061
0.4772	5.9677	740	0.6395	0.5218	0.6395	0.7997
0.4772	5.9839	742	0.6284	0.5218	0.6284	0.7927
0.4772	6.0	744	0.6220	0.5	0.6220	0.7887
0.4772	6.0161	746	0.6101	0.5362	0.6101	0.7811
0.4772	6.0323	748	0.5979	0.5589	0.5979	0.7732
0.4772	6.0484	750	0.5955	0.5390	0.5955	0.7717
0.4772	6.0645	752	0.5971	0.5306	0.5971	0.7727
0.4772	6.0806	754	0.6061	0.5055	0.6061	0.7786
0.4772	6.0968	756	0.5999	0.5065	0.5999	0.7745
0.4772	6.1129	758	0.5996	0.5084	0.5996	0.7743
0.4772	6.1290	760	0.6110	0.5208	0.6110	0.7817
0.4772	6.1452	762	0.6137	0.5452	0.6137	0.7834
0.4772	6.1613	764	0.6254	0.5190	0.6254	0.7908
0.4772	6.1774	766	0.6409	0.5588	0.6409	0.8006
0.4772	6.1935	768	0.6457	0.5038	0.6457	0.8035
0.4772	6.2097	770	0.6382	0.5409	0.6382	0.7989
0.4772	6.2258	772	0.6292	0.5762	0.6292	0.7933
0.4772	6.2419	774	0.6342	0.5226	0.6342	0.7964
0.4772	6.2581	776	0.6450	0.4816	0.6450	0.8031
0.4772	6.2742	778	0.6566	0.4852	0.6566	0.8103
0.4772	6.2903	780	0.6551	0.5041	0.6551	0.8094
0.4772	6.3065	782	0.6537	0.4799	0.6537	0.8085
0.4772	6.3226	784	0.6643	0.4329	0.6643	0.8150
0.4772	6.3387	786	0.6653	0.4490	0.6653	0.8156
0.4772	6.3548	788	0.6489	0.4997	0.6489	0.8055
0.4772	6.3710	790	0.6453	0.5285	0.6453	0.8033
0.4772	6.3871	792	0.6527	0.5208	0.6527	0.8079
0.4772	6.4032	794	0.6496	0.5208	0.6496	0.8060
0.4772	6.4194	796	0.6466	0.4819	0.6466	0.8041
0.4772	6.4355	798	0.6487	0.4812	0.6487	0.8054
0.4772	6.4516	800	0.6604	0.5272	0.6604	0.8127
0.4772	6.4677	802	0.6891	0.5183	0.6891	0.8301
0.4772	6.4839	804	0.7235	0.4423	0.7235	0.8506
0.4772	6.5	806	0.7592	0.4365	0.7592	0.8713
0.4772	6.5161	808	0.7621	0.4324	0.7621	0.8730
0.4772	6.5323	810	0.7487	0.4306	0.7487	0.8653
0.4772	6.5484	812	0.7127	0.4944	0.7127	0.8442
0.4772	6.5645	814	0.6857	0.4912	0.6857	0.8281
0.4772	6.5806	816	0.6697	0.5006	0.6697	0.8183
0.4772	6.5968	818	0.6549	0.5123	0.6549	0.8093
0.4772	6.6129	820	0.6564	0.5134	0.6564	0.8102
0.4772	6.6290	822	0.6671	0.5123	0.6671	0.8167
0.4772	6.6452	824	0.6707	0.4991	0.6707	0.8190
0.4772	6.6613	826	0.6627	0.4965	0.6627	0.8140
0.4772	6.6774	828	0.6534	0.5218	0.6534	0.8084
0.4772	6.6935	830	0.6468	0.5218	0.6468	0.8042
0.4772	6.7097	832	0.6503	0.5010	0.6503	0.8064
0.4772	6.7258	834	0.6747	0.4782	0.6747	0.8214
0.4772	6.7419	836	0.7028	0.4543	0.7028	0.8383
0.4772	6.7581	838	0.7209	0.4725	0.7209	0.8491
0.4772	6.7742	840	0.7148	0.4739	0.7148	0.8454
0.4772	6.7903	842	0.6926	0.4849	0.6926	0.8322
0.4772	6.8065	844	0.6738	0.4859	0.6738	0.8209
0.4772	6.8226	846	0.6665	0.4819	0.6665	0.8164
0.4772	6.8387	848	0.6607	0.5534	0.6607	0.8128
0.4772	6.8548	850	0.6539	0.5125	0.6539	0.8086
0.4772	6.8710	852	0.6384	0.5257	0.6384	0.7990
0.4772	6.8871	854	0.6256	0.5157	0.6256	0.7909
0.4772	6.9032	856	0.6238	0.5047	0.6238	0.7898
0.4772	6.9194	858	0.6366	0.4672	0.6366	0.7979
0.4772	6.9355	860	0.6543	0.4475	0.6543	0.8089
0.4772	6.9516	862	0.6563	0.4600	0.6563	0.8101
0.4772	6.9677	864	0.6447	0.4562	0.6447	0.8029
0.4772	6.9839	866	0.6512	0.4330	0.6512	0.8070
0.4772	7.0	868	0.6498	0.4517	0.6498	0.8061
0.4772	7.0161	870	0.6407	0.5060	0.6407	0.8005
0.4772	7.0323	872	0.6342	0.5015	0.6342	0.7964
0.4772	7.0484	874	0.6343	0.4716	0.6343	0.7964
0.4772	7.0645	876	0.6431	0.4799	0.6431	0.8020
0.4772	7.0806	878	0.6554	0.5502	0.6554	0.8095
0.4772	7.0968	880	0.6671	0.5108	0.6671	0.8168
0.4772	7.1129	882	0.6822	0.5202	0.6822	0.8260
0.4772	7.1290	884	0.6948	0.4807	0.6948	0.8336
0.4772	7.1452	886	0.7155	0.4617	0.7155	0.8459
0.4772	7.1613	888	0.7274	0.4646	0.7274	0.8529
0.4772	7.1774	890	0.7149	0.4661	0.7149	0.8455
0.4772	7.1935	892	0.7046	0.4699	0.7046	0.8394
0.4772	7.2097	894	0.6979	0.4860	0.6979	0.8354
0.4772	7.2258	896	0.7032	0.4860	0.7032	0.8386
0.4772	7.2419	898	0.7168	0.4699	0.7168	0.8466
0.4772	7.2581	900	0.7387	0.4463	0.7387	0.8595
0.4772	7.2742	902	0.7580	0.4463	0.7580	0.8706
0.4772	7.2903	904	0.7650	0.4250	0.7650	0.8746
0.4772	7.3065	906	0.7587	0.4403	0.7587	0.8710
0.4772	7.3226	908	0.7395	0.4699	0.7395	0.8600
0.4772	7.3387	910	0.7214	0.4871	0.7214	0.8494
0.4772	7.3548	912	0.7046	0.4863	0.7046	0.8394
0.4772	7.3710	914	0.6954	0.4458	0.6954	0.8339
0.4772	7.3871	916	0.6991	0.4943	0.6991	0.8361
0.4772	7.4032	918	0.7030	0.4982	0.7030	0.8384
0.4772	7.4194	920	0.6965	0.4850	0.6965	0.8346
0.4772	7.4355	922	0.6933	0.4850	0.6933	0.8327
0.4772	7.4516	924	0.6828	0.4900	0.6828	0.8263
0.4772	7.4677	926	0.6664	0.5208	0.6664	0.8163
0.4772	7.4839	928	0.6567	0.5098	0.6567	0.8104
0.4772	7.5	930	0.6545	0.4874	0.6545	0.8090
0.4772	7.5161	932	0.6710	0.4737	0.6710	0.8192
0.4772	7.5323	934	0.6935	0.4413	0.6935	0.8328
0.4772	7.5484	936	0.6987	0.4475	0.6987	0.8359
0.4772	7.5645	938	0.6920	0.4413	0.6920	0.8319
0.4772	7.5806	940	0.6774	0.4411	0.6774	0.8231
0.4772	7.5968	942	0.6650	0.4840	0.6650	0.8155
0.4772	7.6129	944	0.6660	0.4585	0.6660	0.8161
0.4772	7.6290	946	0.6782	0.5158	0.6782	0.8235
0.4772	7.6452	948	0.6902	0.4845	0.6902	0.8308
0.4772	7.6613	950	0.6963	0.4663	0.6963	0.8344
0.4772	7.6774	952	0.6961	0.4663	0.6961	0.8343
0.4772	7.6935	954	0.6894	0.4928	0.6894	0.8303
0.4772	7.7097	956	0.6732	0.5147	0.6732	0.8205
0.4772	7.7258	958	0.6673	0.4867	0.6673	0.8169
0.4772	7.7419	960	0.6703	0.4828	0.6703	0.8187
0.4772	7.7581	962	0.6686	0.4766	0.6686	0.8177
0.4772	7.7742	964	0.6659	0.4848	0.6659	0.8160
0.4772	7.7903	966	0.6636	0.4586	0.6636	0.8146
0.4772	7.8065	968	0.6671	0.4724	0.6671	0.8168
0.4772	7.8226	970	0.6659	0.4848	0.6659	0.8160
0.4772	7.8387	972	0.6630	0.4690	0.6630	0.8142
0.4772	7.8548	974	0.6592	0.4701	0.6592	0.8119
0.4772	7.8710	976	0.6537	0.4891	0.6537	0.8085
0.4772	7.8871	978	0.6519	0.5017	0.6519	0.8074
0.4772	7.9032	980	0.6604	0.4869	0.6604	0.8127
0.4772	7.9194	982	0.6632	0.4804	0.6632	0.8143
0.4772	7.9355	984	0.6656	0.4881	0.6656	0.8158
0.4772	7.9516	986	0.6677	0.4881	0.6677	0.8171
0.4772	7.9677	988	0.6633	0.5520	0.6633	0.8144
0.4772	7.9839	990	0.6654	0.4667	0.6654	0.8157
0.4772	8.0	992	0.6703	0.4949	0.6703	0.8187
0.4772	8.0161	994	0.6736	0.5085	0.6736	0.8207
0.4772	8.0323	996	0.6779	0.5085	0.6779	0.8233
0.4772	8.0484	998	0.6836	0.5039	0.6836	0.8268
0.0735	8.0645	1000	0.6886	0.4654	0.6886	0.8298
0.0735	8.0806	1002	0.6912	0.4659	0.6912	0.8314
0.0735	8.0968	1004	0.6878	0.4791	0.6878	0.8293
0.0735	8.1129	1006	0.6826	0.4791	0.6826	0.8262
0.0735	8.1290	1008	0.6812	0.4937	0.6812	0.8253
0.0735	8.1452	1010	0.6750	0.4786	0.6750	0.8216
0.0735	8.1613	1012	0.6678	0.4905	0.6678	0.8172
0.0735	8.1774	1014	0.6614	0.5137	0.6614	0.8133
0.0735	8.1935	1016	0.6551	0.5019	0.6551	0.8094
0.0735	8.2097	1018	0.6538	0.5074	0.6538	0.8086
0.0735	8.2258	1020	0.6540	0.5074	0.6540	0.8087
0.0735	8.2419	1022	0.6541	0.5084	0.6541	0.8088
0.0735	8.2581	1024	0.6538	0.5084	0.6538	0.8086
0.0735	8.2742	1026	0.6535	0.5084	0.6535	0.8084
0.0735	8.2903	1028	0.6509	0.5	0.6509	0.8068
0.0735	8.3065	1030	0.6485	0.5	0.6485	0.8053
0.0735	8.3226	1032	0.6491	0.5498	0.6491	0.8057
0.0735	8.3387	1034	0.6515	0.4974	0.6515	0.8072
0.0735	8.3548	1036	0.6526	0.5534	0.6526	0.8078
0.0735	8.3710	1038	0.6535	0.5534	0.6535	0.8084
0.0735	8.3871	1040	0.6550	0.5306	0.6550	0.8093
0.0735	8.4032	1042	0.6564	0.5306	0.6564	0.8102
0.0735	8.4194	1044	0.6599	0.5148	0.6599	0.8123
0.0735	8.4355	1046	0.6644	0.5130	0.6644	0.8151
0.0735	8.4516	1048	0.6710	0.4966	0.6710	0.8191
0.0735	8.4677	1050	0.6799	0.4713	0.6799	0.8246
0.0735	8.4839	1052	0.6906	0.4707	0.6906	0.8310
0.0735	8.5	1054	0.6970	0.4598	0.6970	0.8348
0.0735	8.5161	1056	0.6991	0.4598	0.6991	0.8361
0.0735	8.5323	1058	0.7001	0.4474	0.7001	0.8367
0.0735	8.5484	1060	0.6987	0.4707	0.6987	0.8359
0.0735	8.5645	1062	0.6973	0.4713	0.6973	0.8351
0.0735	8.5806	1064	0.6971	0.4878	0.6971	0.8349
0.0735	8.5968	1066	0.6966	0.4886	0.6966	0.8346
0.0735	8.6129	1068	0.6928	0.4836	0.6928	0.8323
0.0735	8.6290	1070	0.6898	0.4886	0.6898	0.8305
0.0735	8.6452	1072	0.6858	0.4939	0.6858	0.8281
0.0735	8.6613	1074	0.6835	0.4939	0.6835	0.8268
0.0735	8.6774	1076	0.6842	0.4939	0.6842	0.8272
0.0735	8.6935	1078	0.6868	0.4638	0.6868	0.8288
0.0735	8.7097	1080	0.6848	0.4557	0.6848	0.8275
0.0735	8.7258	1082	0.6824	0.4786	0.6824	0.8261
0.0735	8.7419	1084	0.6839	0.4957	0.6839	0.8270
0.0735	8.7581	1086	0.6874	0.4836	0.6874	0.8291
0.0735	8.7742	1088	0.6904	0.4855	0.6904	0.8309
0.0735	8.7903	1090	0.6937	0.4848	0.6937	0.8329
0.0735	8.8065	1092	0.6965	0.4848	0.6965	0.8346
0.0735	8.8226	1094	0.6972	0.4855	0.6972	0.8350
0.0735	8.8387	1096	0.6975	0.4534	0.6975	0.8351
0.0735	8.8548	1098	0.6965	0.4534	0.6965	0.8346
0.0735	8.8710	1100	0.6929	0.4795	0.6929	0.8324
0.0735	8.8871	1102	0.6882	0.4795	0.6882	0.8296
0.0735	8.9032	1104	0.6844	0.4795	0.6844	0.8273
0.0735	8.9194	1106	0.6821	0.4942	0.6821	0.8259
0.0735	8.9355	1108	0.6793	0.4942	0.6793	0.8242
0.0735	8.9516	1110	0.6768	0.4855	0.6768	0.8227
0.0735	8.9677	1112	0.6753	0.5038	0.6753	0.8218
0.0735	8.9839	1114	0.6764	0.4956	0.6764	0.8225
0.0735	9.0	1116	0.6749	0.4956	0.6749	0.8215
0.0735	9.0161	1118	0.6751	0.5038	0.6751	0.8216
0.0735	9.0323	1120	0.6752	0.5038	0.6752	0.8217
0.0735	9.0484	1122	0.6725	0.4975	0.6725	0.8201
0.0735	9.0645	1124	0.6703	0.4975	0.6703	0.8187
0.0735	9.0806	1126	0.6696	0.5038	0.6696	0.8183
0.0735	9.0968	1128	0.6684	0.5038	0.6684	0.8176
0.0735	9.1129	1130	0.6664	0.5038	0.6664	0.8163
0.0735	9.1290	1132	0.6621	0.5339	0.6621	0.8137
0.0735	9.1452	1134	0.6598	0.5339	0.6598	0.8123
0.0735	9.1613	1136	0.6595	0.5103	0.6595	0.8121
0.0735	9.1774	1138	0.6612	0.4799	0.6612	0.8132
0.0735	9.1935	1140	0.6626	0.4799	0.6626	0.8140
0.0735	9.2097	1142	0.6665	0.4926	0.6665	0.8164
0.0735	9.2258	1144	0.6705	0.4836	0.6705	0.8189
0.0735	9.2419	1146	0.6728	0.4836	0.6728	0.8202
0.0735	9.2581	1148	0.6748	0.4836	0.6748	0.8214
0.0735	9.2742	1150	0.6755	0.4704	0.6755	0.8219
0.0735	9.2903	1152	0.6773	0.4704	0.6773	0.8230
0.0735	9.3065	1154	0.6775	0.4704	0.6775	0.8231
0.0735	9.3226	1156	0.6767	0.4704	0.6767	0.8226
0.0735	9.3387	1158	0.6754	0.4704	0.6754	0.8218
0.0735	9.3548	1160	0.6742	0.4704	0.6742	0.8211
0.0735	9.3710	1162	0.6728	0.4704	0.6728	0.8202
0.0735	9.3871	1164	0.6715	0.4704	0.6715	0.8194
0.0735	9.4032	1166	0.6699	0.4704	0.6699	0.8185
0.0735	9.4194	1168	0.6674	0.4710	0.6674	0.8169
0.0735	9.4355	1170	0.6658	0.4792	0.6658	0.8160
0.0735	9.4516	1172	0.6638	0.5103	0.6638	0.8147
0.0735	9.4677	1174	0.6628	0.5103	0.6628	0.8141
0.0735	9.4839	1176	0.6626	0.5122	0.6626	0.8140
0.0735	9.5	1178	0.6615	0.5103	0.6615	0.8133
0.0735	9.5161	1180	0.6604	0.5103	0.6604	0.8127
0.0735	9.5323	1182	0.6590	0.5349	0.6590	0.8118
0.0735	9.5484	1184	0.6575	0.5265	0.6575	0.8109
0.0735	9.5645	1186	0.6553	0.5349	0.6553	0.8095
0.0735	9.5806	1188	0.6538	0.5070	0.6538	0.8086
0.0735	9.5968	1190	0.6529	0.5003	0.6529	0.8080
0.0735	9.6129	1192	0.6525	0.5101	0.6525	0.8078
0.0735	9.6290	1194	0.6529	0.5101	0.6529	0.8080
0.0735	9.6452	1196	0.6536	0.5257	0.6536	0.8084
0.0735	9.6613	1198	0.6541	0.5003	0.6541	0.8088
0.0735	9.6774	1200	0.6549	0.5145	0.6549	0.8093
0.0735	9.6935	1202	0.6556	0.5126	0.6556	0.8097
0.0735	9.7097	1204	0.6569	0.5103	0.6569	0.8105
0.0735	9.7258	1206	0.6581	0.5103	0.6581	0.8112
0.0735	9.7419	1208	0.6593	0.5103	0.6593	0.8120
0.0735	9.7581	1210	0.6608	0.5103	0.6608	0.8129
0.0735	9.7742	1212	0.6623	0.4799	0.6623	0.8138
0.0735	9.7903	1214	0.6634	0.4792	0.6634	0.8145
0.0735	9.8065	1216	0.6639	0.4710	0.6639	0.8148
0.0735	9.8226	1218	0.6642	0.4710	0.6642	0.8150
0.0735	9.8387	1220	0.6644	0.4710	0.6644	0.8151
0.0735	9.8548	1222	0.6642	0.4710	0.6642	0.8150
0.0735	9.8710	1224	0.6642	0.4704	0.6642	0.8150
0.0735	9.8871	1226	0.6645	0.4704	0.6645	0.8152
0.0735	9.9032	1228	0.6646	0.4704	0.6646	0.8152
0.0735	9.9194	1230	0.6646	0.4704	0.6646	0.8152
0.0735	9.9355	1232	0.6643	0.4704	0.6643	0.8151
0.0735	9.9516	1234	0.6641	0.4710	0.6641	0.8149
0.0735	9.9677	1236	0.6639	0.4710	0.6639	0.8148
0.0735	9.9839	1238	0.6638	0.4710	0.6638	0.8148
0.0735	10.0	1240	0.6638	0.4710	0.6638	0.8148

Framework versions

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