ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k18_task1_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: 0.8553
• Qwk: 0.6399
• Mse: 0.8553
• Rmse: 0.9248

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	0.0198	2	5.1659	-0.0195	5.1659	2.2729
No log	0.0396	4	3.0371	0.0666	3.0371	1.7427
No log	0.0594	6	1.7709	0.1013	1.7710	1.3308
No log	0.0792	8	1.2018	0.3244	1.2018	1.0963
No log	0.0990	10	1.7928	-0.0944	1.7928	1.3390
No log	0.1188	12	1.8131	-0.0834	1.8131	1.3465
No log	0.1386	14	1.3619	0.1357	1.3619	1.1670
No log	0.1584	16	1.2667	0.2614	1.2667	1.1255
No log	0.1782	18	1.7258	0.1417	1.7258	1.3137
No log	0.1980	20	1.9370	0.1779	1.9370	1.3917
No log	0.2178	22	1.3454	0.2125	1.3454	1.1599
No log	0.2376	24	1.0457	0.4102	1.0457	1.0226
No log	0.2574	26	1.1139	0.3369	1.1139	1.0554
No log	0.2772	28	1.0566	0.4115	1.0566	1.0279
No log	0.2970	30	0.9669	0.4504	0.9669	0.9833
No log	0.3168	32	1.1261	0.3020	1.1261	1.0612
No log	0.3366	34	1.1863	0.2931	1.1863	1.0892
No log	0.3564	36	1.3333	0.2775	1.3333	1.1547
No log	0.3762	38	1.1456	0.3205	1.1456	1.0703
No log	0.3960	40	0.9425	0.5024	0.9425	0.9708
No log	0.4158	42	1.0665	0.4771	1.0665	1.0327
No log	0.4356	44	1.0669	0.4671	1.0669	1.0329
No log	0.4554	46	1.0098	0.4639	1.0098	1.0049
No log	0.4752	48	0.9779	0.5034	0.9779	0.9889
No log	0.4950	50	1.2998	0.3604	1.2998	1.1401
No log	0.5149	52	1.2902	0.3448	1.2902	1.1359
No log	0.5347	54	1.2673	0.3693	1.2673	1.1258
No log	0.5545	56	1.0637	0.4580	1.0637	1.0313
No log	0.5743	58	1.0114	0.5180	1.0114	1.0057
No log	0.5941	60	0.9009	0.5385	0.9009	0.9491
No log	0.6139	62	0.9530	0.5072	0.9530	0.9762
No log	0.6337	64	0.9183	0.5289	0.9183	0.9583
No log	0.6535	66	0.8954	0.5582	0.8954	0.9462
No log	0.6733	68	0.9604	0.5470	0.9604	0.9800
No log	0.6931	70	0.8970	0.5713	0.8970	0.9471
No log	0.7129	72	0.8896	0.5466	0.8896	0.9432
No log	0.7327	74	1.1588	0.5457	1.1588	1.0765
No log	0.7525	76	1.2020	0.5563	1.2020	1.0963
No log	0.7723	78	1.0539	0.5929	1.0539	1.0266
No log	0.7921	80	0.8166	0.6165	0.8166	0.9037
No log	0.8119	82	0.9498	0.5611	0.9498	0.9746
No log	0.8317	84	0.9418	0.5593	0.9418	0.9705
No log	0.8515	86	0.7259	0.6100	0.7259	0.8520
No log	0.8713	88	0.9448	0.6053	0.9448	0.9720
No log	0.8911	90	1.1235	0.5568	1.1235	1.0600
No log	0.9109	92	0.9340	0.5985	0.9340	0.9664
No log	0.9307	94	0.6824	0.6605	0.6824	0.8261
No log	0.9505	96	0.7737	0.6643	0.7737	0.8796
No log	0.9703	98	0.7673	0.6803	0.7673	0.8760
No log	0.9901	100	0.6749	0.7048	0.6749	0.8215
No log	1.0099	102	0.7954	0.7196	0.7954	0.8919
No log	1.0297	104	1.1086	0.5811	1.1086	1.0529
No log	1.0495	106	1.0537	0.5274	1.0537	1.0265
No log	1.0693	108	0.7444	0.6508	0.7444	0.8628
No log	1.0891	110	0.6527	0.6327	0.6527	0.8079
No log	1.1089	112	0.6587	0.6470	0.6587	0.8116
No log	1.1287	114	0.7502	0.6548	0.7502	0.8661
No log	1.1485	116	0.8123	0.6374	0.8123	0.9013
No log	1.1683	118	0.7497	0.7415	0.7497	0.8659
No log	1.1881	120	0.7040	0.6984	0.7040	0.8390
No log	1.2079	122	0.6906	0.7074	0.6906	0.8310
No log	1.2277	124	0.6838	0.7447	0.6838	0.8269
No log	1.2475	126	0.7846	0.6886	0.7846	0.8858
No log	1.2673	128	0.6449	0.7004	0.6449	0.8031
No log	1.2871	130	0.6463	0.6739	0.6463	0.8040
No log	1.3069	132	0.8224	0.6488	0.8224	0.9069
No log	1.3267	134	0.9792	0.6012	0.9792	0.9895
No log	1.3465	136	1.1572	0.5432	1.1572	1.0757
No log	1.3663	138	0.8289	0.6730	0.8289	0.9104
No log	1.3861	140	0.6405	0.6080	0.6405	0.8003
No log	1.4059	142	0.8225	0.5685	0.8225	0.9069
No log	1.4257	144	0.8649	0.6055	0.8649	0.9300
No log	1.4455	146	0.6622	0.6483	0.6622	0.8138
No log	1.4653	148	0.6746	0.6705	0.6746	0.8213
No log	1.4851	150	0.7636	0.6830	0.7636	0.8739
No log	1.5050	152	0.6915	0.6755	0.6915	0.8316
No log	1.5248	154	0.6335	0.7003	0.6335	0.7959
No log	1.5446	156	0.6437	0.6869	0.6437	0.8023
No log	1.5644	158	0.6664	0.7008	0.6664	0.8164
No log	1.5842	160	0.7109	0.6773	0.7109	0.8432
No log	1.6040	162	0.7292	0.6845	0.7292	0.8539
No log	1.6238	164	0.7254	0.6839	0.7254	0.8517
No log	1.6436	166	0.7982	0.6609	0.7982	0.8934
No log	1.6634	168	0.8197	0.6550	0.8197	0.9054
No log	1.6832	170	0.8515	0.6431	0.8515	0.9227
No log	1.7030	172	1.0778	0.5932	1.0778	1.0382
No log	1.7228	174	1.4136	0.5338	1.4136	1.1889
No log	1.7426	176	1.2010	0.5662	1.2010	1.0959
No log	1.7624	178	0.7218	0.7031	0.7218	0.8496
No log	1.7822	180	0.6478	0.6706	0.6478	0.8048
No log	1.8020	182	0.6538	0.6673	0.6538	0.8086
No log	1.8218	184	0.6294	0.6692	0.6294	0.7933
No log	1.8416	186	1.0439	0.6187	1.0439	1.0217
No log	1.8614	188	1.9746	0.4804	1.9746	1.4052
No log	1.8812	190	2.3621	0.4151	2.3621	1.5369
No log	1.9010	192	2.1682	0.4566	2.1682	1.4725
No log	1.9208	194	1.5824	0.5312	1.5824	1.2580
No log	1.9406	196	0.9883	0.6369	0.9883	0.9941
No log	1.9604	198	0.8537	0.6331	0.8537	0.9240
No log	1.9802	200	0.9522	0.6257	0.9522	0.9758
No log	2.0	202	1.2960	0.5346	1.2960	1.1384
No log	2.0198	204	1.6803	0.4956	1.6803	1.2963
No log	2.0396	206	1.6777	0.5025	1.6777	1.2953
No log	2.0594	208	1.3321	0.5689	1.3321	1.1542
No log	2.0792	210	0.9168	0.6697	0.9168	0.9575
No log	2.0990	212	0.7776	0.7217	0.7776	0.8818
No log	2.1188	214	0.7664	0.7337	0.7664	0.8754
No log	2.1386	216	0.8124	0.6781	0.8124	0.9014
No log	2.1584	218	0.9872	0.6311	0.9872	0.9936
No log	2.1782	220	1.3607	0.5523	1.3607	1.1665
No log	2.1980	222	1.3728	0.5523	1.3728	1.1717
No log	2.2178	224	1.1960	0.5698	1.1960	1.0936
No log	2.2376	226	0.8609	0.6414	0.8609	0.9278
No log	2.2574	228	0.7183	0.6976	0.7183	0.8475
No log	2.2772	230	0.7889	0.6851	0.7889	0.8882
No log	2.2970	232	1.0621	0.6145	1.0621	1.0306
No log	2.3168	234	1.1064	0.6118	1.1064	1.0519
No log	2.3366	236	1.1218	0.6138	1.1218	1.0592
No log	2.3564	238	1.0132	0.6045	1.0132	1.0066
No log	2.3762	240	1.0361	0.6014	1.0361	1.0179
No log	2.3960	242	0.9440	0.6363	0.9440	0.9716
No log	2.4158	244	0.8749	0.6662	0.8749	0.9354
No log	2.4356	246	0.8655	0.6833	0.8655	0.9303
No log	2.4554	248	0.7915	0.7295	0.7915	0.8897
No log	2.4752	250	0.7443	0.7361	0.7443	0.8627
No log	2.4950	252	0.7692	0.7342	0.7692	0.8771
No log	2.5149	254	0.8230	0.7153	0.8230	0.9072
No log	2.5347	256	0.9046	0.6746	0.9046	0.9511
No log	2.5545	258	0.9898	0.6568	0.9898	0.9949
No log	2.5743	260	0.8273	0.6808	0.8273	0.9095
No log	2.5941	262	0.7599	0.6904	0.7599	0.8717
No log	2.6139	264	0.6835	0.7066	0.6835	0.8268
No log	2.6337	266	0.6424	0.7065	0.6424	0.8015
No log	2.6535	268	0.6882	0.7209	0.6882	0.8296
No log	2.6733	270	0.8309	0.6930	0.8309	0.9115
No log	2.6931	272	0.9180	0.6877	0.9180	0.9581
No log	2.7129	274	1.0190	0.6705	1.0190	1.0094
No log	2.7327	276	0.9375	0.7011	0.9375	0.9682
No log	2.7525	278	0.7183	0.7291	0.7183	0.8475
No log	2.7723	280	0.6990	0.7430	0.6990	0.8361
No log	2.7921	282	0.8234	0.7055	0.8234	0.9074
No log	2.8119	284	0.9072	0.6726	0.9072	0.9525
No log	2.8317	286	1.0646	0.6362	1.0646	1.0318
No log	2.8515	288	0.9750	0.6415	0.9750	0.9874
No log	2.8713	290	0.9282	0.6429	0.9282	0.9634
No log	2.8911	292	1.0390	0.6252	1.0390	1.0193
No log	2.9109	294	0.9670	0.6652	0.9670	0.9834
No log	2.9307	296	0.7366	0.7094	0.7366	0.8582
No log	2.9505	298	0.7039	0.7006	0.7039	0.8390
No log	2.9703	300	0.7319	0.7158	0.7319	0.8555
No log	2.9901	302	0.8361	0.6558	0.8361	0.9144
No log	3.0099	304	1.1853	0.5766	1.1853	1.0887
No log	3.0297	306	1.3854	0.5412	1.3854	1.1770
No log	3.0495	308	1.3057	0.5491	1.3057	1.1427
No log	3.0693	310	1.0614	0.5916	1.0614	1.0302
No log	3.0891	312	0.8774	0.6492	0.8774	0.9367
No log	3.1089	314	0.7359	0.7207	0.7359	0.8578
No log	3.1287	316	0.6710	0.7400	0.6710	0.8192
No log	3.1485	318	0.7892	0.7132	0.7892	0.8884
No log	3.1683	320	1.1488	0.6069	1.1488	1.0718
No log	3.1881	322	1.3770	0.5435	1.3770	1.1735
No log	3.2079	324	1.2796	0.5908	1.2796	1.1312
No log	3.2277	326	1.0066	0.6160	1.0066	1.0033
No log	3.2475	328	0.7130	0.7101	0.7130	0.8444
No log	3.2673	330	0.6392	0.7107	0.6392	0.7995
No log	3.2871	332	0.7063	0.7074	0.7063	0.8404
No log	3.3069	334	0.9254	0.6235	0.9254	0.9620
No log	3.3267	336	1.0443	0.6	1.0443	1.0219
No log	3.3465	338	0.9320	0.6471	0.9320	0.9654
No log	3.3663	340	0.7335	0.7282	0.7335	0.8564
No log	3.3861	342	0.6634	0.7473	0.6634	0.8145
No log	3.4059	344	0.6924	0.7411	0.6924	0.8321
No log	3.4257	346	0.8209	0.6942	0.8209	0.9061
No log	3.4455	348	0.9761	0.6650	0.9761	0.9880
No log	3.4653	350	1.0826	0.6312	1.0826	1.0405
No log	3.4851	352	1.0739	0.6275	1.0739	1.0363
No log	3.5050	354	1.2394	0.5957	1.2394	1.1133
No log	3.5248	356	1.2276	0.5924	1.2276	1.1080
No log	3.5446	358	1.1046	0.6141	1.1046	1.0510
No log	3.5644	360	0.9332	0.6403	0.9332	0.9660
No log	3.5842	362	0.9397	0.6403	0.9397	0.9694
No log	3.6040	364	0.9180	0.6554	0.9180	0.9581
No log	3.6238	366	0.9772	0.6486	0.9772	0.9885
No log	3.6436	368	1.1527	0.6299	1.1527	1.0736
No log	3.6634	370	1.3347	0.5693	1.3347	1.1553
No log	3.6832	372	1.3500	0.5805	1.3500	1.1619
No log	3.7030	374	1.1814	0.6296	1.1814	1.0869
No log	3.7228	376	0.9411	0.6593	0.9411	0.9701
No log	3.7426	378	0.8291	0.6794	0.8291	0.9105
No log	3.7624	380	0.8198	0.6803	0.8198	0.9054
No log	3.7822	382	0.7906	0.6932	0.7906	0.8891
No log	3.8020	384	0.8951	0.6449	0.8951	0.9461
No log	3.8218	386	0.8987	0.6461	0.8987	0.9480
No log	3.8416	388	0.8495	0.6576	0.8495	0.9217
No log	3.8614	390	0.9266	0.6617	0.9266	0.9626
No log	3.8812	392	0.9804	0.6722	0.9804	0.9901
No log	3.9010	394	1.0267	0.6657	1.0267	1.0132
No log	3.9208	396	1.0754	0.6605	1.0754	1.0370
No log	3.9406	398	0.9781	0.6634	0.9781	0.9890
No log	3.9604	400	0.7753	0.7005	0.7753	0.8805
No log	3.9802	402	0.6909	0.7231	0.6909	0.8312
No log	4.0	404	0.6851	0.7317	0.6851	0.8277
No log	4.0198	406	0.8501	0.6614	0.8501	0.9220
No log	4.0396	408	0.9616	0.6228	0.9616	0.9806
No log	4.0594	410	0.8974	0.6418	0.8974	0.9473
No log	4.0792	412	0.7152	0.7014	0.7152	0.8457
No log	4.0990	414	0.6597	0.7157	0.6597	0.8122
No log	4.1188	416	0.7119	0.7095	0.7119	0.8438
No log	4.1386	418	0.8575	0.6480	0.8575	0.9260
No log	4.1584	420	0.8914	0.6215	0.8914	0.9442
No log	4.1782	422	0.7854	0.6645	0.7854	0.8862
No log	4.1980	424	0.6403	0.7343	0.6403	0.8002
No log	4.2178	426	0.5811	0.7591	0.5811	0.7623
No log	4.2376	428	0.6093	0.7434	0.6093	0.7806
No log	4.2574	430	0.7242	0.7016	0.7242	0.8510
No log	4.2772	432	0.8245	0.6499	0.8245	0.9080
No log	4.2970	434	0.8189	0.6515	0.8189	0.9049
No log	4.3168	436	0.7053	0.7146	0.7053	0.8398
No log	4.3366	438	0.6630	0.7267	0.6630	0.8142
No log	4.3564	440	0.6653	0.7232	0.6653	0.8157
No log	4.3762	442	0.7029	0.7109	0.7029	0.8384
No log	4.3960	444	0.7918	0.6758	0.7918	0.8898
No log	4.4158	446	0.9585	0.6329	0.9585	0.9790
No log	4.4356	448	0.9720	0.6329	0.9720	0.9859
No log	4.4554	450	0.8275	0.6508	0.8275	0.9097
No log	4.4752	452	0.6763	0.7080	0.6763	0.8224
No log	4.4950	454	0.6545	0.7207	0.6545	0.8090
No log	4.5149	456	0.7545	0.6773	0.7545	0.8686
No log	4.5347	458	0.9397	0.6246	0.9397	0.9694
No log	4.5545	460	1.0296	0.5989	1.0296	1.0147
No log	4.5743	462	1.0195	0.5963	1.0195	1.0097
No log	4.5941	464	0.8592	0.6378	0.8592	0.9269
No log	4.6139	466	0.6584	0.6840	0.6584	0.8114
No log	4.6337	468	0.5895	0.7144	0.5895	0.7678
No log	4.6535	470	0.5874	0.7559	0.5874	0.7664
No log	4.6733	472	0.6186	0.7212	0.6186	0.7865
No log	4.6931	474	0.7748	0.6546	0.7748	0.8802
No log	4.7129	476	1.1100	0.5880	1.1100	1.0536
No log	4.7327	478	1.2667	0.5216	1.2667	1.1255
No log	4.7525	480	1.2370	0.5613	1.2370	1.1122
No log	4.7723	482	1.0512	0.5921	1.0512	1.0253
No log	4.7921	484	0.8177	0.6548	0.8177	0.9043
No log	4.8119	486	0.7581	0.6733	0.7581	0.8707
No log	4.8317	488	0.8074	0.6441	0.8074	0.8985
No log	4.8515	490	0.9560	0.5770	0.9560	0.9778
No log	4.8713	492	1.0721	0.5678	1.0721	1.0354
No log	4.8911	494	1.0765	0.5678	1.0765	1.0375
No log	4.9109	496	0.9572	0.5829	0.9572	0.9784
No log	4.9307	498	0.7464	0.6667	0.7464	0.8640
0.4782	4.9505	500	0.6357	0.6949	0.6357	0.7973
0.4782	4.9703	502	0.6215	0.6962	0.6215	0.7884
0.4782	4.9901	504	0.6887	0.7098	0.6887	0.8299
0.4782	5.0099	506	0.7464	0.6705	0.7464	0.8639
0.4782	5.0297	508	0.7615	0.6603	0.7615	0.8726
0.4782	5.0495	510	0.7743	0.6742	0.7743	0.8799
0.4782	5.0693	512	0.7765	0.6926	0.7765	0.8812
0.4782	5.0891	514	0.7879	0.6909	0.7879	0.8876
0.4782	5.1089	516	0.9080	0.6291	0.9080	0.9529
0.4782	5.1287	518	0.9399	0.6254	0.9399	0.9695
0.4782	5.1485	520	0.8896	0.6660	0.8896	0.9432
0.4782	5.1683	522	0.8078	0.6573	0.8078	0.8988
0.4782	5.1881	524	0.7132	0.6929	0.7132	0.8445
0.4782	5.2079	526	0.6710	0.7136	0.6710	0.8191
0.4782	5.2277	528	0.6926	0.6972	0.6926	0.8322
0.4782	5.2475	530	0.8206	0.6750	0.8206	0.9058
0.4782	5.2673	532	0.8631	0.6469	0.8631	0.9290
0.4782	5.2871	534	0.8144	0.6699	0.8144	0.9024
0.4782	5.3069	536	0.7785	0.6715	0.7785	0.8823
0.4782	5.3267	538	0.7519	0.6732	0.7519	0.8671
0.4782	5.3465	540	0.7236	0.6910	0.7236	0.8507
0.4782	5.3663	542	0.7299	0.6841	0.7299	0.8543
0.4782	5.3861	544	0.8021	0.6709	0.8021	0.8956
0.4782	5.4059	546	0.8308	0.6617	0.8308	0.9115
0.4782	5.4257	548	0.7874	0.6773	0.7874	0.8874
0.4782	5.4455	550	0.7036	0.6941	0.7036	0.8388
0.4782	5.4653	552	0.6511	0.7013	0.6511	0.8069
0.4782	5.4851	554	0.6293	0.7120	0.6293	0.7933
0.4782	5.5050	556	0.6635	0.6954	0.6635	0.8145
0.4782	5.5248	558	0.7214	0.7000	0.7214	0.8494
0.4782	5.5446	560	0.8517	0.6503	0.8517	0.9229
0.4782	5.5644	562	0.9656	0.6239	0.9656	0.9826
0.4782	5.5842	564	0.9246	0.6320	0.9246	0.9615
0.4782	5.6040	566	0.8129	0.6439	0.8129	0.9016
0.4782	5.6238	568	0.7121	0.7032	0.7121	0.8438
0.4782	5.6436	570	0.6541	0.6916	0.6541	0.8088
0.4782	5.6634	572	0.6184	0.7022	0.6184	0.7864
0.4782	5.6832	574	0.6091	0.7226	0.6091	0.7804
0.4782	5.7030	576	0.6360	0.7088	0.6360	0.7975
0.4782	5.7228	578	0.7427	0.6819	0.7427	0.8618
0.4782	5.7426	580	0.8754	0.6309	0.8754	0.9356
0.4782	5.7624	582	0.9290	0.6322	0.9290	0.9639
0.4782	5.7822	584	0.9706	0.6187	0.9706	0.9852
0.4782	5.8020	586	0.9726	0.6281	0.9726	0.9862
0.4782	5.8218	588	0.8931	0.6235	0.8931	0.9450
0.4782	5.8416	590	0.8352	0.6213	0.8352	0.9139
0.4782	5.8614	592	0.7998	0.6415	0.7998	0.8943
0.4782	5.8812	594	0.7357	0.6739	0.7357	0.8577
0.4782	5.9010	596	0.6644	0.7017	0.6644	0.8151
0.4782	5.9208	598	0.6346	0.7012	0.6346	0.7966
0.4782	5.9406	600	0.6378	0.7240	0.6378	0.7986
0.4782	5.9604	602	0.6952	0.6873	0.6952	0.8338
0.4782	5.9802	604	0.7687	0.6939	0.7687	0.8767
0.4782	6.0	606	0.8538	0.6510	0.8538	0.9240
0.4782	6.0198	608	0.8657	0.6552	0.8657	0.9305
0.4782	6.0396	610	0.8211	0.6667	0.8211	0.9061
0.4782	6.0594	612	0.7457	0.7029	0.7457	0.8635
0.4782	6.0792	614	0.6925	0.7040	0.6925	0.8322
0.4782	6.0990	616	0.7005	0.6833	0.7005	0.8369
0.4782	6.1188	618	0.7472	0.6833	0.7472	0.8644
0.4782	6.1386	620	0.8272	0.6855	0.8272	0.9095
0.4782	6.1584	622	0.8502	0.6669	0.8502	0.9221
0.4782	6.1782	624	0.8285	0.6743	0.8285	0.9102
0.4782	6.1980	626	0.7956	0.6744	0.7956	0.8919
0.4782	6.2178	628	0.7779	0.6761	0.7779	0.8820
0.4782	6.2376	630	0.7453	0.6797	0.7453	0.8633
0.4782	6.2574	632	0.7693	0.6830	0.7693	0.8771
0.4782	6.2772	634	0.8006	0.6802	0.8006	0.8947
0.4782	6.2970	636	0.8764	0.6476	0.8764	0.9362
0.4782	6.3168	638	0.9553	0.6112	0.9553	0.9774
0.4782	6.3366	640	0.9789	0.6037	0.9789	0.9894
0.4782	6.3564	642	0.9068	0.6172	0.9068	0.9522
0.4782	6.3762	644	0.7772	0.6569	0.7772	0.8816
0.4782	6.3960	646	0.6670	0.7015	0.6670	0.8167
0.4782	6.4158	648	0.6307	0.6992	0.6307	0.7942
0.4782	6.4356	650	0.6433	0.7199	0.6433	0.8021
0.4782	6.4554	652	0.6986	0.7257	0.6986	0.8358
0.4782	6.4752	654	0.8206	0.6859	0.8206	0.9059
0.4782	6.4950	656	0.9374	0.6083	0.9374	0.9682
0.4782	6.5149	658	1.0047	0.6068	1.0047	1.0024
0.4782	6.5347	660	0.9850	0.6109	0.9850	0.9925
0.4782	6.5545	662	0.9198	0.6485	0.9198	0.9591
0.4782	6.5743	664	0.8226	0.6933	0.8226	0.9070
0.4782	6.5941	666	0.7403	0.7016	0.7403	0.8604
0.4782	6.6139	668	0.7084	0.7317	0.7084	0.8416
0.4782	6.6337	670	0.7436	0.6773	0.7436	0.8623
0.4782	6.6535	672	0.8242	0.6738	0.8242	0.9079
0.4782	6.6733	674	0.8978	0.6167	0.8978	0.9475
0.4782	6.6931	676	0.9847	0.5976	0.9847	0.9923
0.4782	6.7129	678	0.9660	0.5980	0.9660	0.9828
0.4782	6.7327	680	0.8972	0.6414	0.8972	0.9472
0.4782	6.7525	682	0.8408	0.6482	0.8408	0.9169
0.4782	6.7723	684	0.7462	0.7016	0.7462	0.8638
0.4782	6.7921	686	0.7075	0.7117	0.7075	0.8412
0.4782	6.8119	688	0.7177	0.7003	0.7177	0.8472
0.4782	6.8317	690	0.7225	0.7003	0.7225	0.8500
0.4782	6.8515	692	0.7721	0.7061	0.7721	0.8787
0.4782	6.8713	694	0.8160	0.6933	0.8160	0.9033
0.4782	6.8911	696	0.8081	0.6933	0.8081	0.8989
0.4782	6.9109	698	0.7708	0.6891	0.7708	0.8779
0.4782	6.9307	700	0.7521	0.6990	0.7521	0.8672
0.4782	6.9505	702	0.7247	0.6840	0.7247	0.8513
0.4782	6.9703	704	0.7479	0.6840	0.7479	0.8648
0.4782	6.9901	706	0.8346	0.6564	0.8346	0.9136
0.4782	7.0099	708	0.9354	0.6304	0.9354	0.9672
0.4782	7.0297	710	1.0103	0.6205	1.0103	1.0051
0.4782	7.0495	712	1.0027	0.6245	1.0027	1.0014
0.4782	7.0693	714	0.9021	0.6603	0.9021	0.9498
0.4782	7.0891	716	0.7716	0.6886	0.7716	0.8784
0.4782	7.1089	718	0.6965	0.7117	0.6965	0.8346
0.4782	7.1287	720	0.6852	0.7117	0.6852	0.8277
0.4782	7.1485	722	0.6992	0.7117	0.6992	0.8362
0.4782	7.1683	724	0.7271	0.7001	0.7271	0.8527
0.4782	7.1881	726	0.7855	0.6725	0.7855	0.8863
0.4782	7.2079	728	0.8208	0.6585	0.8208	0.9060
0.4782	7.2277	730	0.8963	0.6662	0.8963	0.9467
0.4782	7.2475	732	0.9422	0.6543	0.9422	0.9707
0.4782	7.2673	734	0.9353	0.6543	0.9353	0.9671
0.4782	7.2871	736	0.8574	0.6700	0.8574	0.9260
0.4782	7.3069	738	0.7649	0.6863	0.7649	0.8746
0.4782	7.3267	740	0.7220	0.6863	0.7220	0.8497
0.4782	7.3465	742	0.7139	0.6863	0.7139	0.8449
0.4782	7.3663	744	0.6947	0.7109	0.6947	0.8335
0.4782	7.3861	746	0.6985	0.7109	0.6985	0.8358
0.4782	7.4059	748	0.7210	0.6791	0.7210	0.8491
0.4782	7.4257	750	0.7376	0.6759	0.7376	0.8589
0.4782	7.4455	752	0.7724	0.6657	0.7724	0.8789
0.4782	7.4653	754	0.8198	0.6444	0.8198	0.9054
0.4782	7.4851	756	0.8225	0.6259	0.8225	0.9069
0.4782	7.5050	758	0.8202	0.6444	0.8202	0.9057
0.4782	7.5248	760	0.8277	0.6353	0.8277	0.9098
0.4782	7.5446	762	0.8301	0.6442	0.8301	0.9111
0.4782	7.5644	764	0.8496	0.6442	0.8496	0.9218
0.4782	7.5842	766	0.8484	0.6495	0.8484	0.9211
0.4782	7.6040	768	0.8448	0.6536	0.8448	0.9191
0.4782	7.6238	770	0.8572	0.6580	0.8572	0.9258
0.4782	7.6436	772	0.8550	0.6495	0.8550	0.9247
0.4782	7.6634	774	0.8214	0.6600	0.8214	0.9063
0.4782	7.6832	776	0.7877	0.6768	0.7877	0.8876
0.4782	7.7030	778	0.7625	0.6716	0.7625	0.8732
0.4782	7.7228	780	0.7249	0.6848	0.7249	0.8514
0.4782	7.7426	782	0.6799	0.7249	0.6799	0.8245
0.4782	7.7624	784	0.6518	0.7253	0.6518	0.8074
0.4782	7.7822	786	0.6547	0.7209	0.6547	0.8091
0.4782	7.8020	788	0.6712	0.7079	0.6712	0.8192
0.4782	7.8218	790	0.7107	0.6859	0.7107	0.8430
0.4782	7.8416	792	0.7703	0.6628	0.7703	0.8777
0.4782	7.8614	794	0.8276	0.6548	0.8276	0.9097
0.4782	7.8812	796	0.8476	0.6442	0.8476	0.9206
0.4782	7.9010	798	0.8697	0.6352	0.8697	0.9326
0.4782	7.9208	800	0.8496	0.6440	0.8496	0.9218
0.4782	7.9406	802	0.8311	0.6559	0.8311	0.9117
0.4782	7.9604	804	0.8142	0.6600	0.8142	0.9023
0.4782	7.9802	806	0.8132	0.6559	0.8132	0.9018
0.4782	8.0	808	0.8203	0.6454	0.8203	0.9057
0.4782	8.0198	810	0.8066	0.6457	0.8066	0.8981
0.4782	8.0396	812	0.7884	0.6548	0.7884	0.8879
0.4782	8.0594	814	0.8133	0.6442	0.8133	0.9018
0.4782	8.0792	816	0.8511	0.6454	0.8511	0.9225
0.4782	8.0990	818	0.8720	0.6412	0.8720	0.9338
0.4782	8.1188	820	0.8659	0.6503	0.8659	0.9305
0.4782	8.1386	822	0.8678	0.6413	0.8678	0.9316
0.4782	8.1584	824	0.8693	0.6399	0.8693	0.9324
0.4782	8.1782	826	0.8942	0.6325	0.8942	0.9456
0.4782	8.1980	828	0.8891	0.6325	0.8891	0.9429
0.4782	8.2178	830	0.8417	0.6454	0.8417	0.9175
0.4782	8.2376	832	0.7939	0.6733	0.7939	0.8910
0.4782	8.2574	834	0.7803	0.6742	0.7803	0.8834
0.4782	8.2772	836	0.7875	0.6742	0.7875	0.8874
0.4782	8.2970	838	0.8137	0.6551	0.8137	0.9020
0.4782	8.3168	840	0.8392	0.6406	0.8392	0.9161
0.4782	8.3366	842	0.8650	0.6406	0.8650	0.9301
0.4782	8.3564	844	0.8890	0.6365	0.8890	0.9428
0.4782	8.3762	846	0.8835	0.6452	0.8835	0.9400
0.4782	8.3960	848	0.8708	0.6392	0.8708	0.9332
0.4782	8.4158	850	0.8443	0.6406	0.8443	0.9189
0.4782	8.4356	852	0.8513	0.6406	0.8513	0.9227
0.4782	8.4554	854	0.8628	0.6406	0.8628	0.9289
0.4782	8.4752	856	0.8724	0.6365	0.8724	0.9340
0.4782	8.4950	858	0.8962	0.6449	0.8962	0.9467
0.4782	8.5149	860	0.9267	0.6461	0.9267	0.9627
0.4782	8.5347	862	0.9323	0.6479	0.9323	0.9656
0.4782	8.5545	864	0.9456	0.6479	0.9456	0.9724
0.4782	8.5743	866	0.9565	0.6403	0.9565	0.9780
0.4782	8.5941	868	0.9458	0.6403	0.9458	0.9725
0.4782	8.6139	870	0.9350	0.6278	0.9350	0.9669
0.4782	8.6337	872	0.9091	0.6202	0.9091	0.9535
0.4782	8.6535	874	0.8917	0.6202	0.8917	0.9443
0.4782	8.6733	876	0.8741	0.6202	0.8741	0.9349
0.4782	8.6931	878	0.8697	0.6202	0.8697	0.9326
0.4782	8.7129	880	0.8663	0.6202	0.8663	0.9308
0.4782	8.7327	882	0.8591	0.6202	0.8591	0.9269
0.4782	8.7525	884	0.8730	0.6202	0.8730	0.9343
0.4782	8.7723	886	0.8889	0.6132	0.8889	0.9428
0.4782	8.7921	888	0.8903	0.6132	0.8903	0.9436
0.4782	8.8119	890	0.8799	0.6132	0.8799	0.9380
0.4782	8.8317	892	0.8765	0.6132	0.8765	0.9362
0.4782	8.8515	894	0.8894	0.6132	0.8894	0.9431
0.4782	8.8713	896	0.8792	0.6243	0.8792	0.9377
0.4782	8.8911	898	0.8634	0.6331	0.8634	0.9292
0.4782	8.9109	900	0.8503	0.6413	0.8503	0.9221
0.4782	8.9307	902	0.8300	0.6480	0.8300	0.9110
0.4782	8.9505	904	0.8282	0.6480	0.8282	0.9101
0.4782	8.9703	906	0.8442	0.6565	0.8442	0.9188
0.4782	8.9901	908	0.8575	0.6565	0.8575	0.9260
0.4782	9.0099	910	0.8730	0.6560	0.8730	0.9343
0.4782	9.0297	912	0.8764	0.6560	0.8764	0.9362
0.4782	9.0495	914	0.8727	0.6560	0.8727	0.9342
0.4782	9.0693	916	0.8640	0.6466	0.8640	0.9295
0.4782	9.0891	918	0.8562	0.6480	0.8562	0.9253
0.4782	9.1089	920	0.8654	0.6466	0.8654	0.9303
0.4782	9.1287	922	0.8788	0.6399	0.8788	0.9375
0.4782	9.1485	924	0.8917	0.6311	0.8917	0.9443
0.4782	9.1683	926	0.9134	0.6311	0.9134	0.9557
0.4782	9.1881	928	0.9222	0.6298	0.9222	0.9603
0.4782	9.2079	930	0.9242	0.6298	0.9242	0.9613
0.4782	9.2277	932	0.9220	0.6298	0.9220	0.9602
0.4782	9.2475	934	0.9133	0.6311	0.9133	0.9557
0.4782	9.2673	936	0.8994	0.6311	0.8994	0.9484
0.4782	9.2871	938	0.8923	0.6311	0.8923	0.9446
0.4782	9.3069	940	0.8755	0.6311	0.8755	0.9357
0.4782	9.3267	942	0.8623	0.6311	0.8623	0.9286
0.4782	9.3465	944	0.8561	0.6311	0.8561	0.9253
0.4782	9.3663	946	0.8519	0.6311	0.8519	0.9230
0.4782	9.3861	948	0.8507	0.6311	0.8507	0.9223
0.4782	9.4059	950	0.8474	0.6311	0.8474	0.9205
0.4782	9.4257	952	0.8466	0.6399	0.8466	0.9201
0.4782	9.4455	954	0.8532	0.6399	0.8532	0.9237
0.4782	9.4653	956	0.8590	0.6399	0.8590	0.9268
0.4782	9.4851	958	0.8669	0.6399	0.8669	0.9311
0.4782	9.5050	960	0.8775	0.6399	0.8775	0.9367
0.4782	9.5248	962	0.8829	0.6399	0.8829	0.9396
0.4782	9.5446	964	0.8877	0.6311	0.8877	0.9422
0.4782	9.5644	966	0.8903	0.6311	0.8903	0.9436
0.4782	9.5842	968	0.8839	0.6311	0.8839	0.9402
0.4782	9.6040	970	0.8822	0.6399	0.8822	0.9393
0.4782	9.6238	972	0.8830	0.6399	0.8830	0.9397
0.4782	9.6436	974	0.8833	0.6399	0.8833	0.9398
0.4782	9.6634	976	0.8882	0.6311	0.8882	0.9425
0.4782	9.6832	978	0.8880	0.6311	0.8880	0.9423
0.4782	9.7030	980	0.8854	0.6399	0.8854	0.9410
0.4782	9.7228	982	0.8823	0.6399	0.8823	0.9393
0.4782	9.7426	984	0.8757	0.6399	0.8757	0.9358
0.4782	9.7624	986	0.8711	0.6399	0.8711	0.9333
0.4782	9.7822	988	0.8654	0.6399	0.8654	0.9302
0.4782	9.8020	990	0.8610	0.6399	0.8610	0.9279
0.4782	9.8218	992	0.8587	0.6399	0.8587	0.9267
0.4782	9.8416	994	0.8583	0.6399	0.8583	0.9265
0.4782	9.8614	996	0.8553	0.6399	0.8553	0.9248
0.4782	9.8812	998	0.8533	0.6399	0.8533	0.9237
0.0659	9.9010	1000	0.8522	0.6399	0.8522	0.9231
0.0659	9.9208	1002	0.8530	0.6399	0.8530	0.9236
0.0659	9.9406	1004	0.8540	0.6399	0.8540	0.9241
0.0659	9.9604	1006	0.8548	0.6399	0.8548	0.9245
0.0659	9.9802	1008	0.8551	0.6399	0.8551	0.9247
0.0659	10.0	1010	0.8553	0.6399	0.8553	0.9248

Framework versions

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