ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k6_task5_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: 0.5628
• Qwk: 0.6320
• Mse: 0.5628
• Rmse: 0.7502

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	0.1176	2	4.0158	0.0069	4.0158	2.0039
No log	0.2353	4	2.1220	0.0631	2.1220	1.4567
No log	0.3529	6	1.2734	0.0878	1.2734	1.1285
No log	0.4706	8	1.0964	0.3666	1.0964	1.0471
No log	0.5882	10	1.0283	0.2161	1.0283	1.0140
No log	0.7059	12	1.1688	0.1101	1.1688	1.0811
No log	0.8235	14	1.2591	-0.0598	1.2591	1.1221
No log	0.9412	16	1.3923	-0.1273	1.3923	1.1800
No log	1.0588	18	1.5675	-0.0411	1.5675	1.2520
No log	1.1765	20	1.7317	0.0140	1.7317	1.3159
No log	1.2941	22	1.4309	-0.0411	1.4309	1.1962
No log	1.4118	24	1.1657	0.0249	1.1657	1.0797
No log	1.5294	26	1.1034	0.1313	1.1034	1.0504
No log	1.6471	28	1.0780	0.2236	1.0780	1.0383
No log	1.7647	30	1.0633	0.2081	1.0633	1.0312
No log	1.8824	32	1.0326	0.2135	1.0326	1.0162
No log	2.0	34	1.0321	0.3332	1.0321	1.0159
No log	2.1176	36	1.0370	0.3171	1.0370	1.0183
No log	2.2353	38	1.0014	0.3026	1.0014	1.0007
No log	2.3529	40	0.9978	0.2635	0.9978	0.9989
No log	2.4706	42	0.9627	0.2969	0.9627	0.9812
No log	2.5882	44	0.8318	0.4709	0.8318	0.9121
No log	2.7059	46	0.8235	0.4928	0.8235	0.9075
No log	2.8235	48	0.9445	0.3920	0.9445	0.9719
No log	2.9412	50	0.8550	0.4555	0.8550	0.9247
No log	3.0588	52	0.7663	0.4660	0.7663	0.8754
No log	3.1765	54	0.7738	0.5054	0.7738	0.8797
No log	3.2941	56	0.8575	0.4638	0.8575	0.9260
No log	3.4118	58	0.8239	0.4641	0.8239	0.9077
No log	3.5294	60	0.6931	0.5016	0.6931	0.8325
No log	3.6471	62	1.0091	0.4565	1.0091	1.0045
No log	3.7647	64	1.3716	0.1533	1.3716	1.1712
No log	3.8824	66	1.0712	0.3814	1.0712	1.0350
No log	4.0	68	0.7674	0.5439	0.7674	0.8760
No log	4.1176	70	0.7846	0.5971	0.7846	0.8858
No log	4.2353	72	1.1366	0.3392	1.1366	1.0661
No log	4.3529	74	1.0105	0.4787	1.0105	1.0052
No log	4.4706	76	0.6873	0.6174	0.6873	0.8291
No log	4.5882	78	0.7406	0.5735	0.7406	0.8606
No log	4.7059	80	0.7874	0.5425	0.7874	0.8874
No log	4.8235	82	0.8170	0.5745	0.8170	0.9039
No log	4.9412	84	0.7422	0.5504	0.7422	0.8615
No log	5.0588	86	0.6660	0.5809	0.6660	0.8161
No log	5.1765	88	0.6822	0.6089	0.6822	0.8260
No log	5.2941	90	0.6537	0.6104	0.6537	0.8085
No log	5.4118	92	0.6727	0.5660	0.6727	0.8202
No log	5.5294	94	0.6515	0.6196	0.6515	0.8072
No log	5.6471	96	0.7914	0.5530	0.7914	0.8896
No log	5.7647	98	0.9577	0.5541	0.9577	0.9786
No log	5.8824	100	0.8683	0.5833	0.8683	0.9318
No log	6.0	102	0.6805	0.6302	0.6805	0.8249
No log	6.1176	104	0.6657	0.6177	0.6657	0.8159
No log	6.2353	106	0.6514	0.5990	0.6514	0.8071
No log	6.3529	108	0.7160	0.5770	0.7160	0.8462
No log	6.4706	110	1.0504	0.3704	1.0504	1.0249
No log	6.5882	112	1.0777	0.3631	1.0777	1.0381
No log	6.7059	114	0.7887	0.6082	0.7887	0.8881
No log	6.8235	116	0.7368	0.4974	0.7368	0.8584
No log	6.9412	118	1.0018	0.4578	1.0018	1.0009
No log	7.0588	120	1.0136	0.4960	1.0136	1.0068
No log	7.1765	122	0.8289	0.5039	0.8289	0.9104
No log	7.2941	124	0.6957	0.5446	0.6957	0.8341
No log	7.4118	126	0.6836	0.5582	0.6836	0.8268
No log	7.5294	128	0.6923	0.5446	0.6923	0.8320
No log	7.6471	130	0.7716	0.5292	0.7716	0.8784
No log	7.7647	132	0.7683	0.4948	0.7683	0.8765
No log	7.8824	134	0.6785	0.6066	0.6785	0.8237
No log	8.0	136	0.6730	0.6334	0.6730	0.8204
No log	8.1176	138	0.6725	0.6410	0.6725	0.8201
No log	8.2353	140	0.6886	0.6418	0.6886	0.8298
No log	8.3529	142	0.7126	0.6286	0.7126	0.8441
No log	8.4706	144	0.6640	0.6452	0.6640	0.8148
No log	8.5882	146	0.6210	0.6508	0.6210	0.7880
No log	8.7059	148	0.6297	0.6045	0.6297	0.7935
No log	8.8235	150	0.7623	0.5853	0.7623	0.8731
No log	8.9412	152	0.8091	0.5378	0.8091	0.8995
No log	9.0588	154	0.6951	0.5976	0.6951	0.8337
No log	9.1765	156	0.5907	0.6078	0.5907	0.7685
No log	9.2941	158	0.5929	0.6455	0.5929	0.7700
No log	9.4118	160	0.7433	0.6493	0.7433	0.8621
No log	9.5294	162	0.6705	0.6502	0.6705	0.8189
No log	9.6471	164	0.5530	0.7308	0.5530	0.7436
No log	9.7647	166	0.5905	0.6525	0.5905	0.7685
No log	9.8824	168	0.5666	0.6164	0.5666	0.7527
No log	10.0	170	0.6167	0.6422	0.6167	0.7853
No log	10.1176	172	0.6787	0.5559	0.6787	0.8238
No log	10.2353	174	0.6739	0.5088	0.6739	0.8209
No log	10.3529	176	0.6613	0.5559	0.6613	0.8132
No log	10.4706	178	0.6009	0.5921	0.6009	0.7752
No log	10.5882	180	0.5579	0.6593	0.5579	0.7469
No log	10.7059	182	0.5409	0.7218	0.5409	0.7354
No log	10.8235	184	0.5497	0.6948	0.5497	0.7414
No log	10.9412	186	0.5587	0.6948	0.5587	0.7475
No log	11.0588	188	0.5610	0.6704	0.5610	0.7490
No log	11.1765	190	0.5792	0.6460	0.5792	0.7611
No log	11.2941	192	0.5959	0.6252	0.5959	0.7720
No log	11.4118	194	0.6388	0.5798	0.6388	0.7993
No log	11.5294	196	0.6400	0.5798	0.6400	0.8000
No log	11.6471	198	0.6429	0.5798	0.6429	0.8018
No log	11.7647	200	0.6223	0.6154	0.6223	0.7889
No log	11.8824	202	0.5997	0.5988	0.5997	0.7744
No log	12.0	204	0.5935	0.6497	0.5935	0.7704
No log	12.1176	206	0.5800	0.6545	0.5800	0.7615
No log	12.2353	208	0.6537	0.6503	0.6537	0.8085
No log	12.3529	210	0.6743	0.6471	0.6743	0.8212
No log	12.4706	212	0.5912	0.6066	0.5912	0.7689
No log	12.5882	214	0.5859	0.7025	0.5859	0.7654
No log	12.7059	216	0.5912	0.6653	0.5912	0.7689
No log	12.8235	218	0.5748	0.7124	0.5748	0.7582
No log	12.9412	220	0.6220	0.6269	0.6220	0.7887
No log	13.0588	222	0.6478	0.6018	0.6478	0.8049
No log	13.1765	224	0.5979	0.6414	0.5979	0.7732
No log	13.2941	226	0.5819	0.7286	0.5819	0.7628
No log	13.4118	228	0.5849	0.6891	0.5849	0.7648
No log	13.5294	230	0.5772	0.7056	0.5772	0.7597
No log	13.6471	232	0.6434	0.5869	0.6434	0.8021
No log	13.7647	234	0.7132	0.5521	0.7132	0.8445
No log	13.8824	236	0.6617	0.5305	0.6617	0.8135
No log	14.0	238	0.5852	0.6433	0.5852	0.7650
No log	14.1176	240	0.6292	0.6570	0.6292	0.7932
No log	14.2353	242	0.7797	0.5974	0.7797	0.8830
No log	14.3529	244	0.7806	0.5704	0.7806	0.8835
No log	14.4706	246	0.7271	0.6192	0.7271	0.8527
No log	14.5882	248	0.6270	0.6899	0.6270	0.7918
No log	14.7059	250	0.5900	0.6697	0.5900	0.7681
No log	14.8235	252	0.6782	0.5923	0.6782	0.8235
No log	14.9412	254	0.7572	0.5877	0.7572	0.8702
No log	15.0588	256	0.7246	0.5824	0.7246	0.8512
No log	15.1765	258	0.6722	0.6157	0.6722	0.8199
No log	15.2941	260	0.5839	0.6415	0.5839	0.7641
No log	15.4118	262	0.5480	0.6452	0.5480	0.7402
No log	15.5294	264	0.5404	0.6947	0.5404	0.7351
No log	15.6471	266	0.5346	0.6947	0.5346	0.7312
No log	15.7647	268	0.5392	0.6374	0.5392	0.7343
No log	15.8824	270	0.5578	0.6536	0.5578	0.7469
No log	16.0	272	0.6425	0.6487	0.6425	0.8015
No log	16.1176	274	0.7045	0.6054	0.7045	0.8394
No log	16.2353	276	0.6863	0.6099	0.6863	0.8284
No log	16.3529	278	0.6396	0.5552	0.6396	0.7997
No log	16.4706	280	0.6433	0.5552	0.6433	0.8020
No log	16.5882	282	0.6409	0.5909	0.6409	0.8006
No log	16.7059	284	0.6424	0.5565	0.6424	0.8015
No log	16.8235	286	0.6275	0.5810	0.6275	0.7922
No log	16.9412	288	0.6295	0.6209	0.6295	0.7934
No log	17.0588	290	0.6598	0.5923	0.6598	0.8123
No log	17.1765	292	0.6485	0.6272	0.6485	0.8053
No log	17.2941	294	0.5994	0.6209	0.5994	0.7742
No log	17.4118	296	0.5951	0.6255	0.5951	0.7714
No log	17.5294	298	0.6088	0.5823	0.6088	0.7803
No log	17.6471	300	0.6136	0.5377	0.6136	0.7833
No log	17.7647	302	0.6157	0.6051	0.6157	0.7847
No log	17.8824	304	0.6035	0.6301	0.6035	0.7769
No log	18.0	306	0.5858	0.6850	0.5858	0.7654
No log	18.1176	308	0.5836	0.6911	0.5836	0.7639
No log	18.2353	310	0.5901	0.6575	0.5901	0.7682
No log	18.3529	312	0.6018	0.6451	0.6018	0.7757
No log	18.4706	314	0.6169	0.6325	0.6169	0.7854
No log	18.5882	316	0.6309	0.5552	0.6309	0.7943
No log	18.7059	318	0.6438	0.5872	0.6438	0.8024
No log	18.8235	320	0.6397	0.5964	0.6397	0.7998
No log	18.9412	322	0.6565	0.6042	0.6565	0.8103
No log	19.0588	324	0.6214	0.6167	0.6214	0.7883
No log	19.1765	326	0.5844	0.6973	0.5844	0.7645
No log	19.2941	328	0.5718	0.6962	0.5718	0.7561
No log	19.4118	330	0.5680	0.6985	0.5680	0.7537
No log	19.5294	332	0.5599	0.6985	0.5599	0.7483
No log	19.6471	334	0.5492	0.7409	0.5492	0.7411
No log	19.7647	336	0.5529	0.6706	0.5529	0.7436
No log	19.8824	338	0.5559	0.6231	0.5559	0.7456
No log	20.0	340	0.5466	0.6942	0.5466	0.7393
No log	20.1176	342	0.5725	0.6643	0.5725	0.7566
No log	20.2353	344	0.5855	0.5876	0.5855	0.7652
No log	20.3529	346	0.5940	0.5876	0.5940	0.7707
No log	20.4706	348	0.5868	0.6327	0.5868	0.7660
No log	20.5882	350	0.5856	0.6616	0.5856	0.7652
No log	20.7059	352	0.6069	0.6469	0.6069	0.7791
No log	20.8235	354	0.6113	0.6451	0.6113	0.7818
No log	20.9412	356	0.6087	0.6958	0.6087	0.7802
No log	21.0588	358	0.6126	0.6958	0.6126	0.7827
No log	21.1765	360	0.6090	0.6958	0.6090	0.7804
No log	21.2941	362	0.6139	0.5988	0.6139	0.7835
No log	21.4118	364	0.6291	0.5982	0.6291	0.7932
No log	21.5294	366	0.6573	0.5463	0.6573	0.8107
No log	21.6471	368	0.6372	0.5794	0.6372	0.7983
No log	21.7647	370	0.6205	0.6097	0.6205	0.7877
No log	21.8824	372	0.6163	0.6195	0.6163	0.7850
No log	22.0	374	0.6074	0.6409	0.6074	0.7794
No log	22.1176	376	0.6087	0.6616	0.6087	0.7802
No log	22.2353	378	0.6297	0.6252	0.6297	0.7935
No log	22.3529	380	0.6242	0.6370	0.6242	0.7901
No log	22.4706	382	0.6306	0.5375	0.6306	0.7941
No log	22.5882	384	0.6252	0.5835	0.6252	0.7907
No log	22.7059	386	0.6118	0.6054	0.6118	0.7821
No log	22.8235	388	0.5991	0.6175	0.5991	0.7740
No log	22.9412	390	0.5917	0.6292	0.5917	0.7692
No log	23.0588	392	0.5845	0.6507	0.5845	0.7645
No log	23.1765	394	0.5873	0.6507	0.5873	0.7663
No log	23.2941	396	0.5885	0.6616	0.5885	0.7672
No log	23.4118	398	0.5922	0.6417	0.5922	0.7695
No log	23.5294	400	0.6021	0.6317	0.6021	0.7760
No log	23.6471	402	0.6032	0.6217	0.6032	0.7766
No log	23.7647	404	0.5959	0.6089	0.5959	0.7720
No log	23.8824	406	0.5778	0.6358	0.5778	0.7601
No log	24.0	408	0.5683	0.7110	0.5683	0.7538
No log	24.1176	410	0.5628	0.7003	0.5628	0.7502
No log	24.2353	412	0.5650	0.6675	0.5650	0.7516
No log	24.3529	414	0.5774	0.6699	0.5774	0.7599
No log	24.4706	416	0.5857	0.6715	0.5857	0.7653
No log	24.5882	418	0.5861	0.6706	0.5861	0.7655
No log	24.7059	420	0.5740	0.6724	0.5740	0.7577
No log	24.8235	422	0.5668	0.6616	0.5668	0.7529
No log	24.9412	424	0.5682	0.6857	0.5682	0.7538
No log	25.0588	426	0.5706	0.6903	0.5706	0.7554
No log	25.1765	428	0.5715	0.6616	0.5715	0.7560
No log	25.2941	430	0.5726	0.6616	0.5726	0.7567
No log	25.4118	432	0.5790	0.6353	0.5790	0.7609
No log	25.5294	434	0.5774	0.6353	0.5774	0.7599
No log	25.6471	436	0.5682	0.6507	0.5682	0.7538
No log	25.7647	438	0.5661	0.6575	0.5661	0.7524
No log	25.8824	440	0.5721	0.6575	0.5721	0.7564
No log	26.0	442	0.5811	0.6461	0.5811	0.7623
No log	26.1176	444	0.6105	0.6080	0.6105	0.7814
No log	26.2353	446	0.6161	0.5977	0.6161	0.7849
No log	26.3529	448	0.5892	0.6269	0.5892	0.7676
No log	26.4706	450	0.6061	0.6555	0.6061	0.7785
No log	26.5882	452	0.6380	0.6218	0.6380	0.7988
No log	26.7059	454	0.6297	0.6063	0.6297	0.7936
No log	26.8235	456	0.6041	0.6154	0.6041	0.7773
No log	26.9412	458	0.6000	0.6185	0.6000	0.7746
No log	27.0588	460	0.5971	0.6272	0.5971	0.7727
No log	27.1765	462	0.5963	0.6528	0.5963	0.7722
No log	27.2941	464	0.6149	0.6547	0.6149	0.7842
No log	27.4118	466	0.6425	0.6091	0.6425	0.8016
No log	27.5294	468	0.7031	0.6227	0.7031	0.8385
No log	27.6471	470	0.6816	0.6227	0.6816	0.8256
No log	27.7647	472	0.6273	0.6538	0.6273	0.7920
No log	27.8824	474	0.5915	0.6262	0.5915	0.7691
No log	28.0	476	0.5997	0.6657	0.5997	0.7744
No log	28.1176	478	0.6133	0.5882	0.6133	0.7831
No log	28.2353	480	0.6216	0.5747	0.6216	0.7884
No log	28.3529	482	0.6219	0.6370	0.6219	0.7886
No log	28.4706	484	0.6108	0.6370	0.6108	0.7815
No log	28.5882	486	0.5857	0.6649	0.5857	0.7653
No log	28.7059	488	0.5903	0.6401	0.5903	0.7683
No log	28.8235	490	0.5941	0.6482	0.5941	0.7708
No log	28.9412	492	0.5746	0.6561	0.5746	0.7580
No log	29.0588	494	0.5740	0.6619	0.5740	0.7576
No log	29.1765	496	0.5806	0.6417	0.5806	0.7620
No log	29.2941	498	0.5932	0.5934	0.5932	0.7702
0.2587	29.4118	500	0.6095	0.5748	0.6095	0.7807
0.2587	29.5294	502	0.6049	0.6164	0.6049	0.7778
0.2587	29.6471	504	0.6156	0.6510	0.6156	0.7846
0.2587	29.7647	506	0.6628	0.5811	0.6628	0.8141
0.2587	29.8824	508	0.6670	0.5811	0.6670	0.8167
0.2587	30.0	510	0.6201	0.6678	0.6201	0.7874
0.2587	30.1176	512	0.5746	0.6593	0.5746	0.7580
0.2587	30.2353	514	0.5676	0.6911	0.5676	0.7534
0.2587	30.3529	516	0.5713	0.6805	0.5713	0.7559
0.2587	30.4706	518	0.5706	0.7017	0.5706	0.7554
0.2587	30.5882	520	0.5896	0.6405	0.5896	0.7679
0.2587	30.7059	522	0.6498	0.5810	0.6498	0.8061
0.2587	30.8235	524	0.7011	0.5799	0.7011	0.8373
0.2587	30.9412	526	0.6948	0.5799	0.6948	0.8335
0.2587	31.0588	528	0.6631	0.5810	0.6631	0.8143
0.2587	31.1765	530	0.6548	0.6063	0.6548	0.8092
0.2587	31.2941	532	0.6356	0.6771	0.6356	0.7972
0.2587	31.4118	534	0.6103	0.5822	0.6103	0.7812
0.2587	31.5294	536	0.5939	0.5759	0.5939	0.7706
0.2587	31.6471	538	0.5832	0.6427	0.5832	0.7637
0.2587	31.7647	540	0.5807	0.6380	0.5807	0.7620
0.2587	31.8824	542	0.5938	0.6241	0.5938	0.7706
0.2587	32.0	544	0.6138	0.6578	0.6138	0.7834
0.2587	32.1176	546	0.6275	0.5898	0.6275	0.7921
0.2587	32.2353	548	0.6018	0.6387	0.6018	0.7758
0.2587	32.3529	550	0.5821	0.6569	0.5821	0.7629
0.2587	32.4706	552	0.5903	0.5681	0.5903	0.7683
0.2587	32.5882	554	0.6052	0.5684	0.6052	0.7779
0.2587	32.7059	556	0.6009	0.5684	0.6009	0.7752
0.2587	32.8235	558	0.5798	0.6419	0.5798	0.7614
0.2587	32.9412	560	0.5763	0.6704	0.5763	0.7592
0.2587	33.0588	562	0.6008	0.6584	0.6008	0.7751
0.2587	33.1765	564	0.6131	0.6693	0.6131	0.7830
0.2587	33.2941	566	0.5982	0.7042	0.5982	0.7734
0.2587	33.4118	568	0.5775	0.6546	0.5775	0.7599
0.2587	33.5294	570	0.6061	0.6035	0.6061	0.7786
0.2587	33.6471	572	0.6468	0.5770	0.6468	0.8043
0.2587	33.7647	574	0.6479	0.5571	0.6479	0.8049
0.2587	33.8824	576	0.6164	0.6150	0.6164	0.7851
0.2587	34.0	578	0.5892	0.5988	0.5892	0.7676
0.2587	34.1176	580	0.5825	0.6407	0.5825	0.7632
0.2587	34.2353	582	0.6040	0.6241	0.6040	0.7772
0.2587	34.3529	584	0.6159	0.6352	0.6159	0.7848
0.2587	34.4706	586	0.5907	0.6547	0.5907	0.7686
0.2587	34.5882	588	0.5541	0.6988	0.5541	0.7444
0.2587	34.7059	590	0.5677	0.6611	0.5677	0.7535
0.2587	34.8235	592	0.6540	0.5997	0.6540	0.8087
0.2587	34.9412	594	0.7965	0.4994	0.7965	0.8924
0.2587	35.0588	596	0.8254	0.4994	0.8254	0.9085
0.2587	35.1765	598	0.7420	0.5814	0.7420	0.8614
0.2587	35.2941	600	0.6210	0.5598	0.6210	0.7880
0.2587	35.4118	602	0.5587	0.5856	0.5587	0.7475
0.2587	35.5294	604	0.5724	0.6728	0.5724	0.7566
0.2587	35.6471	606	0.6168	0.6361	0.6168	0.7853
0.2587	35.7647	608	0.6063	0.6361	0.6063	0.7786
0.2587	35.8824	610	0.5882	0.6687	0.5882	0.7670
0.2587	36.0	612	0.5715	0.7059	0.5715	0.7560
0.2587	36.1176	614	0.5617	0.6788	0.5617	0.7494
0.2587	36.2353	616	0.5629	0.6186	0.5629	0.7502
0.2587	36.3529	618	0.5677	0.6186	0.5677	0.7534
0.2587	36.4706	620	0.5663	0.6186	0.5663	0.7525
0.2587	36.5882	622	0.5525	0.6788	0.5525	0.7433
0.2587	36.7059	624	0.5454	0.6788	0.5454	0.7385
0.2587	36.8235	626	0.5485	0.6745	0.5485	0.7406
0.2587	36.9412	628	0.5545	0.6745	0.5545	0.7447
0.2587	37.0588	630	0.5520	0.6745	0.5520	0.7430
0.2587	37.1765	632	0.5487	0.6788	0.5487	0.7407
0.2587	37.2941	634	0.5613	0.5747	0.5613	0.7492
0.2587	37.4118	636	0.5877	0.5921	0.5877	0.7666
0.2587	37.5294	638	0.5900	0.5555	0.5900	0.7681
0.2587	37.6471	640	0.5829	0.6230	0.5829	0.7634
0.2587	37.7647	642	0.5707	0.6186	0.5707	0.7555
0.2587	37.8824	644	0.5781	0.7043	0.5781	0.7603
0.2587	38.0	646	0.6126	0.6422	0.6126	0.7827
0.2587	38.1176	648	0.6343	0.6240	0.6343	0.7964
0.2587	38.2353	650	0.6203	0.6567	0.6203	0.7876
0.2587	38.3529	652	0.5914	0.7066	0.5914	0.7690
0.2587	38.4706	654	0.5863	0.7059	0.5863	0.7657
0.2587	38.5882	656	0.5830	0.6954	0.5830	0.7636
0.2587	38.7059	658	0.5727	0.6788	0.5727	0.7568
0.2587	38.8235	660	0.5669	0.6606	0.5669	0.7529
0.2587	38.9412	662	0.5622	0.6606	0.5622	0.7498
0.2587	39.0588	664	0.5618	0.6606	0.5618	0.7495
0.2587	39.1765	666	0.5743	0.6954	0.5743	0.7578
0.2587	39.2941	668	0.5955	0.6762	0.5955	0.7717
0.2587	39.4118	670	0.5936	0.6762	0.5936	0.7705
0.2587	39.5294	672	0.5751	0.6946	0.5751	0.7584
0.2587	39.6471	674	0.5602	0.7171	0.5602	0.7484
0.2587	39.7647	676	0.5467	0.7171	0.5467	0.7394
0.2587	39.8824	678	0.5378	0.7171	0.5378	0.7334
0.2587	40.0	680	0.5314	0.6745	0.5314	0.7289
0.2587	40.1176	682	0.5285	0.6641	0.5285	0.7270
0.2587	40.2353	684	0.5336	0.6762	0.5336	0.7305
0.2587	40.3529	686	0.5434	0.6339	0.5434	0.7372
0.2587	40.4706	688	0.5486	0.6374	0.5486	0.7407
0.2587	40.5882	690	0.5459	0.6805	0.5459	0.7389
0.2587	40.7059	692	0.5535	0.6849	0.5535	0.7440
0.2587	40.8235	694	0.6042	0.6567	0.6042	0.7773
0.2587	40.9412	696	0.6551	0.6343	0.6551	0.8094
0.2587	41.0588	698	0.6620	0.5822	0.6620	0.8136
0.2587	41.1765	700	0.6265	0.6305	0.6265	0.7915
0.2587	41.2941	702	0.5868	0.6432	0.5868	0.7660
0.2587	41.4118	704	0.5736	0.6894	0.5736	0.7574
0.2587	41.5294	706	0.5684	0.6606	0.5684	0.7539
0.2587	41.6471	708	0.5645	0.6648	0.5645	0.7513
0.2587	41.7647	710	0.5599	0.6648	0.5599	0.7483
0.2587	41.8824	712	0.5520	0.6690	0.5520	0.7430
0.2587	42.0	714	0.5484	0.6649	0.5484	0.7406
0.2587	42.1176	716	0.5479	0.6780	0.5479	0.7402
0.2587	42.2353	718	0.5444	0.6762	0.5444	0.7379
0.2587	42.3529	720	0.5435	0.6658	0.5435	0.7372
0.2587	42.4706	722	0.5465	0.6699	0.5465	0.7392
0.2587	42.5882	724	0.5473	0.6699	0.5473	0.7398
0.2587	42.7059	726	0.5463	0.6805	0.5463	0.7391
0.2587	42.8235	728	0.5491	0.6616	0.5491	0.7410
0.2587	42.9412	730	0.5514	0.6616	0.5514	0.7426
0.2587	43.0588	732	0.5563	0.6466	0.5563	0.7458
0.2587	43.1765	734	0.5577	0.6616	0.5577	0.7468
0.2587	43.2941	736	0.5641	0.6715	0.5641	0.7511
0.2587	43.4118	738	0.5768	0.6548	0.5768	0.7595
0.2587	43.5294	740	0.5707	0.6664	0.5707	0.7554
0.2587	43.6471	742	0.5613	0.6488	0.5613	0.7492
0.2587	43.7647	744	0.5550	0.6507	0.5550	0.7450
0.2587	43.8824	746	0.5633	0.6750	0.5633	0.7506
0.2587	44.0	748	0.5654	0.6716	0.5654	0.7520
0.2587	44.1176	750	0.5707	0.6393	0.5707	0.7554
0.2587	44.2353	752	0.5703	0.6393	0.5703	0.7552
0.2587	44.3529	754	0.5587	0.6488	0.5587	0.7474
0.2587	44.4706	756	0.5583	0.6498	0.5583	0.7472
0.2587	44.5882	758	0.5634	0.6407	0.5634	0.7506
0.2587	44.7059	760	0.5785	0.6479	0.5785	0.7606
0.2587	44.8235	762	0.5883	0.6479	0.5883	0.7670
0.2587	44.9412	764	0.5878	0.6479	0.5878	0.7667
0.2587	45.0588	766	0.5823	0.6518	0.5823	0.7631
0.2587	45.1765	768	0.5787	0.6518	0.5787	0.7608
0.2587	45.2941	770	0.5760	0.6407	0.5760	0.7589
0.2587	45.4118	772	0.5796	0.6407	0.5796	0.7613
0.2587	45.5294	774	0.5817	0.6498	0.5817	0.7627
0.2587	45.6471	776	0.5801	0.6107	0.5801	0.7616
0.2587	45.7647	778	0.5821	0.5647	0.5821	0.7630
0.2587	45.8824	780	0.5799	0.6087	0.5799	0.7615
0.2587	46.0	782	0.5730	0.6249	0.5730	0.7570
0.2587	46.1176	784	0.5694	0.6398	0.5694	0.7546
0.2587	46.2353	786	0.5684	0.6398	0.5684	0.7539
0.2587	46.3529	788	0.5686	0.6398	0.5686	0.7540
0.2587	46.4706	790	0.5686	0.6259	0.5686	0.7540
0.2587	46.5882	792	0.5735	0.6708	0.5735	0.7573
0.2587	46.7059	794	0.5787	0.6419	0.5787	0.7607
0.2587	46.8235	796	0.5752	0.6708	0.5752	0.7584
0.2587	46.9412	798	0.5675	0.6175	0.5675	0.7533
0.2587	47.0588	800	0.5686	0.6154	0.5686	0.7541
0.2587	47.1765	802	0.5729	0.6488	0.5729	0.7569
0.2587	47.2941	804	0.5722	0.6488	0.5722	0.7564
0.2587	47.4118	806	0.5723	0.6488	0.5723	0.7565
0.2587	47.5294	808	0.5714	0.5955	0.5714	0.7559
0.2587	47.6471	810	0.5750	0.5983	0.5750	0.7583
0.2587	47.7647	812	0.5775	0.6196	0.5775	0.7600
0.2587	47.8824	814	0.5741	0.5983	0.5741	0.7577
0.2587	48.0	816	0.5842	0.6597	0.5842	0.7643
0.2587	48.1176	818	0.6004	0.6557	0.6004	0.7749
0.2587	48.2353	820	0.6225	0.6209	0.6225	0.7890
0.2587	48.3529	822	0.6492	0.5751	0.6492	0.8057
0.2587	48.4706	824	0.6750	0.5380	0.6750	0.8216
0.2587	48.5882	826	0.6774	0.5380	0.6774	0.8230
0.2587	48.7059	828	0.6722	0.5410	0.6722	0.8198
0.2587	48.8235	830	0.6435	0.5869	0.6435	0.8022
0.2587	48.9412	832	0.6054	0.6597	0.6054	0.7781
0.2587	49.0588	834	0.5820	0.5833	0.5820	0.7629
0.2587	49.1765	836	0.5718	0.6175	0.5718	0.7562
0.2587	49.2941	838	0.5702	0.6822	0.5702	0.7551
0.2587	49.4118	840	0.5715	0.6716	0.5715	0.7560
0.2587	49.5294	842	0.5649	0.6822	0.5649	0.7516
0.2587	49.6471	844	0.5588	0.6593	0.5588	0.7475
0.2587	49.7647	846	0.5598	0.6690	0.5598	0.7482
0.2587	49.8824	848	0.5656	0.6460	0.5656	0.7521
0.2587	50.0	850	0.5747	0.6262	0.5747	0.7581
0.2587	50.1176	852	0.5742	0.6262	0.5742	0.7578
0.2587	50.2353	854	0.5712	0.5871	0.5712	0.7558
0.2587	50.3529	856	0.5658	0.5871	0.5658	0.7522
0.2587	50.4706	858	0.5572	0.6460	0.5572	0.7464
0.2587	50.5882	860	0.5476	0.6796	0.5476	0.7400
0.2587	50.7059	862	0.5441	0.6584	0.5441	0.7376
0.2587	50.8235	864	0.5467	0.6667	0.5467	0.7394
0.2587	50.9412	866	0.5545	0.6778	0.5545	0.7447
0.2587	51.0588	868	0.5563	0.6778	0.5563	0.7459
0.2587	51.1765	870	0.5576	0.6593	0.5576	0.7467
0.2587	51.2941	872	0.5576	0.6593	0.5576	0.7468
0.2587	51.4118	874	0.5597	0.6593	0.5597	0.7481
0.2587	51.5294	876	0.5572	0.6555	0.5572	0.7465
0.2587	51.6471	878	0.5567	0.6658	0.5567	0.7462
0.2587	51.7647	880	0.5573	0.6330	0.5573	0.7465
0.2587	51.8824	882	0.5565	0.6297	0.5565	0.7460
0.2587	52.0	884	0.5576	0.6712	0.5576	0.7467
0.2587	52.1176	886	0.5595	0.6566	0.5595	0.7480
0.2587	52.2353	888	0.5615	0.6498	0.5615	0.7493
0.2587	52.3529	890	0.5608	0.6690	0.5608	0.7489
0.2587	52.4706	892	0.5593	0.6742	0.5593	0.7479
0.2587	52.5882	894	0.5559	0.6699	0.5559	0.7456
0.2587	52.7059	896	0.5511	0.6932	0.5511	0.7423
0.2587	52.8235	898	0.5444	0.6888	0.5444	0.7378
0.2587	52.9412	900	0.5399	0.6888	0.5399	0.7348
0.2587	53.0588	902	0.5400	0.6796	0.5400	0.7349
0.2587	53.1765	904	0.5468	0.6564	0.5468	0.7395
0.2587	53.2941	906	0.5483	0.6764	0.5483	0.7405
0.2587	53.4118	908	0.5454	0.6748	0.5454	0.7385
0.2587	53.5294	910	0.5535	0.6944	0.5535	0.7440
0.2587	53.6471	912	0.5659	0.6944	0.5659	0.7523
0.2587	53.7647	914	0.5746	0.6772	0.5746	0.7581
0.2587	53.8824	916	0.5754	0.6602	0.5754	0.7586
0.2587	54.0	918	0.5723	0.6780	0.5723	0.7565
0.2587	54.1176	920	0.5722	0.6822	0.5722	0.7565
0.2587	54.2353	922	0.5758	0.6911	0.5758	0.7588
0.2587	54.3529	924	0.5801	0.6733	0.5801	0.7616
0.2587	54.4706	926	0.5837	0.6641	0.5837	0.7640
0.2587	54.5882	928	0.5927	0.6916	0.5927	0.7699
0.2587	54.7059	930	0.6139	0.6396	0.6139	0.7835
0.2587	54.8235	932	0.6480	0.6099	0.6480	0.8050
0.2587	54.9412	934	0.6723	0.5877	0.6723	0.8199
0.2587	55.0588	936	0.6910	0.5877	0.6910	0.8312
0.2587	55.1765	938	0.6844	0.5686	0.6844	0.8273
0.2587	55.2941	940	0.6611	0.5912	0.6611	0.8131
0.2587	55.4118	942	0.6294	0.6053	0.6294	0.7934
0.2587	55.5294	944	0.5983	0.7066	0.5983	0.7735
0.2587	55.6471	946	0.5782	0.6354	0.5782	0.7604
0.2587	55.7647	948	0.5786	0.5843	0.5786	0.7607
0.2587	55.8824	950	0.5938	0.6344	0.5938	0.7706
0.2587	56.0	952	0.6085	0.6344	0.6085	0.7801
0.2587	56.1176	954	0.6042	0.6988	0.6042	0.7773
0.2587	56.2353	956	0.5859	0.6713	0.5859	0.7654
0.2587	56.3529	958	0.5690	0.6737	0.5690	0.7543
0.2587	56.4706	960	0.5636	0.6482	0.5636	0.7507
0.2587	56.5882	962	0.5636	0.6186	0.5636	0.7507
0.2587	56.7059	964	0.5701	0.6288	0.5701	0.7551
0.2587	56.8235	966	0.5805	0.6704	0.5805	0.7619
0.2587	56.9412	968	0.5893	0.6623	0.5893	0.7677
0.2587	57.0588	970	0.5944	0.6623	0.5944	0.7709
0.2587	57.1765	972	0.5994	0.6623	0.5994	0.7742
0.2587	57.2941	974	0.5932	0.6623	0.5932	0.7702
0.2587	57.4118	976	0.5814	0.6704	0.5814	0.7625
0.2587	57.5294	978	0.5727	0.6288	0.5727	0.7567
0.2587	57.6471	980	0.5671	0.6288	0.5671	0.7531
0.2587	57.7647	982	0.5631	0.6288	0.5631	0.7504
0.2587	57.8824	984	0.5606	0.6186	0.5606	0.7487
0.2587	58.0	986	0.5585	0.6546	0.5585	0.7473
0.2587	58.1176	988	0.5583	0.6584	0.5583	0.7472
0.2587	58.2353	990	0.5587	0.6584	0.5587	0.7475
0.2587	58.3529	992	0.5577	0.6584	0.5577	0.7468
0.2587	58.4706	994	0.5540	0.6690	0.5540	0.7443
0.2587	58.5882	996	0.5554	0.6641	0.5554	0.7453
0.2587	58.7059	998	0.5663	0.6704	0.5663	0.7525
0.0503	58.8235	1000	0.5828	0.6623	0.5828	0.7634
0.0503	58.9412	1002	0.5924	0.6510	0.5924	0.7697
0.0503	59.0588	1004	0.5950	0.6584	0.5950	0.7713
0.0503	59.1765	1006	0.5824	0.6519	0.5824	0.7632
0.0503	59.2941	1008	0.5713	0.6519	0.5713	0.7558
0.0503	59.4118	1010	0.5628	0.6320	0.5628	0.7502

Framework versions

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