ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k17_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: 0.6593
• Qwk: 0.7092
• Mse: 0.6593
• Rmse: 0.8120

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	0.0260	2	7.0972	-0.0110	7.0972	2.6641
No log	0.0519	4	4.7434	0.1094	4.7434	2.1779
No log	0.0779	6	3.4801	-0.0109	3.4801	1.8655
No log	0.1039	8	2.3935	0.1793	2.3935	1.5471
No log	0.1299	10	1.9904	0.1260	1.9904	1.4108
No log	0.1558	12	1.9135	0.2564	1.9135	1.3833
No log	0.1818	14	1.7469	0.1947	1.7469	1.3217
No log	0.2078	16	1.7464	0.1622	1.7464	1.3215
No log	0.2338	18	1.8842	0.2034	1.8842	1.3727
No log	0.2597	20	2.0618	0.2222	2.0618	1.4359
No log	0.2857	22	1.8421	0.2764	1.8421	1.3573
No log	0.3117	24	1.5424	0.2632	1.5424	1.2419
No log	0.3377	26	1.4724	0.2679	1.4724	1.2134
No log	0.3636	28	1.4202	0.2655	1.4202	1.1917
No log	0.3896	30	1.5807	0.2333	1.5807	1.2573
No log	0.4156	32	1.9669	0.3893	1.9669	1.4024
No log	0.4416	34	1.5667	0.4211	1.5667	1.2517
No log	0.4675	36	1.2786	0.3140	1.2786	1.1308
No log	0.4935	38	1.2063	0.5082	1.2063	1.0983
No log	0.5195	40	1.2025	0.4833	1.2025	1.0966
No log	0.5455	42	1.1402	0.5484	1.1402	1.0678
No log	0.5714	44	1.2738	0.4892	1.2738	1.1286
No log	0.5974	46	1.3446	0.4892	1.3446	1.1596
No log	0.6234	48	1.1101	0.6176	1.1101	1.0536
No log	0.6494	50	1.0362	0.5161	1.0362	1.0179
No log	0.6753	52	1.1223	0.5410	1.1223	1.0594
No log	0.7013	54	1.2448	0.4500	1.2448	1.1157
No log	0.7273	56	1.1400	0.4921	1.1400	1.0677
No log	0.7532	58	0.9130	0.6475	0.9130	0.9555
No log	0.7792	60	0.9427	0.625	0.9427	0.9709
No log	0.8052	62	0.9717	0.6301	0.9717	0.9857
No log	0.8312	64	1.1615	0.5185	1.1615	1.0777
No log	0.8571	66	1.7210	0.3256	1.7210	1.3119
No log	0.8831	68	2.7030	-0.0153	2.7030	1.6441
No log	0.9091	70	3.0547	-0.0588	3.0547	1.7478
No log	0.9351	72	2.5214	0.0	2.5214	1.5879
No log	0.9610	74	1.3344	0.4375	1.3344	1.1552
No log	0.9870	76	1.0240	0.4812	1.0240	1.0119
No log	1.0130	78	0.9572	0.6471	0.9572	0.9784
No log	1.0390	80	0.8878	0.6857	0.8878	0.9422
No log	1.0649	82	1.0800	0.5333	1.0800	1.0393
No log	1.0909	84	1.1834	0.5113	1.1834	1.0878
No log	1.1169	86	0.8356	0.6763	0.8356	0.9141
No log	1.1429	88	0.8655	0.7027	0.8655	0.9303
No log	1.1688	90	0.8627	0.7027	0.8627	0.9288
No log	1.1948	92	0.8826	0.6906	0.8826	0.9395
No log	1.2208	94	1.1970	0.5	1.1970	1.0941
No log	1.2468	96	1.2747	0.4697	1.2747	1.1290
No log	1.2727	98	0.9826	0.6434	0.9826	0.9912
No log	1.2987	100	0.8469	0.7179	0.8469	0.9203
No log	1.3247	102	0.9688	0.6443	0.9688	0.9843
No log	1.3506	104	1.1844	0.5753	1.1844	1.0883
No log	1.3766	106	0.9651	0.6309	0.9651	0.9824
No log	1.4026	108	0.7016	0.7484	0.7016	0.8376
No log	1.4286	110	0.7073	0.7320	0.7073	0.8410
No log	1.4545	112	0.8019	0.6528	0.8019	0.8955
No log	1.4805	114	0.7951	0.6571	0.7951	0.8917
No log	1.5065	116	0.8573	0.6901	0.8573	0.9259
No log	1.5325	118	0.9940	0.6241	0.9940	0.9970
No log	1.5584	120	1.0275	0.6351	1.0275	1.0136
No log	1.5844	122	0.9568	0.6797	0.9568	0.9782
No log	1.6104	124	0.9866	0.6541	0.9866	0.9933
No log	1.6364	126	1.0110	0.6154	1.0110	1.0055
No log	1.6623	128	1.1253	0.5695	1.1253	1.0608
No log	1.6883	130	1.1710	0.5532	1.1710	1.0821
No log	1.7143	132	1.1230	0.5942	1.1230	1.0597
No log	1.7403	134	0.9787	0.6061	0.9787	0.9893
No log	1.7662	136	0.9536	0.6565	0.9536	0.9765
No log	1.7922	138	0.9436	0.6202	0.9436	0.9714
No log	1.8182	140	0.9462	0.6260	0.9462	0.9727
No log	1.8442	142	1.0616	0.6015	1.0616	1.0303
No log	1.8701	144	1.1221	0.5735	1.1221	1.0593
No log	1.8961	146	0.9530	0.6522	0.9530	0.9762
No log	1.9221	148	0.7956	0.6993	0.7956	0.8919
No log	1.9481	150	0.8284	0.6944	0.8284	0.9102
No log	1.9740	152	1.0160	0.5753	1.0160	1.0079
No log	2.0	154	1.3021	0.4932	1.3021	1.1411
No log	2.0260	156	1.4775	0.4507	1.4775	1.2155
No log	2.0519	158	1.2972	0.4648	1.2972	1.1389
No log	2.0779	160	1.0519	0.6277	1.0519	1.0256
No log	2.1039	162	1.0700	0.6222	1.0700	1.0344
No log	2.1299	164	1.0609	0.6515	1.0609	1.0300
No log	2.1558	166	1.2019	0.5735	1.2019	1.0963
No log	2.1818	168	1.1515	0.5839	1.1515	1.0731
No log	2.2078	170	0.9004	0.6718	0.9004	0.9489
No log	2.2338	172	0.6880	0.6861	0.6880	0.8295
No log	2.2597	174	0.6566	0.7582	0.6566	0.8103
No log	2.2857	176	0.6102	0.7871	0.6102	0.7811
No log	2.3117	178	0.7583	0.6861	0.7583	0.8708
No log	2.3377	180	0.9173	0.6522	0.9173	0.9578
No log	2.3636	182	0.9292	0.6522	0.9292	0.9640
No log	2.3896	184	0.7343	0.7518	0.7343	0.8569
No log	2.4156	186	0.7444	0.6667	0.7444	0.8628
No log	2.4416	188	0.7973	0.6667	0.7973	0.8929
No log	2.4675	190	0.8443	0.6316	0.8443	0.9189
No log	2.4935	192	0.9532	0.5760	0.9532	0.9763
No log	2.5195	194	0.8748	0.6667	0.8748	0.9353
No log	2.5455	196	0.7487	0.7376	0.7487	0.8653
No log	2.5714	198	0.6762	0.7534	0.6762	0.8223
No log	2.5974	200	0.7124	0.7413	0.7124	0.8441
No log	2.6234	202	0.8100	0.6715	0.8100	0.9000
No log	2.6494	204	0.7597	0.7324	0.7597	0.8716
No log	2.6753	206	0.7271	0.7246	0.7271	0.8527
No log	2.7013	208	0.7506	0.7383	0.7506	0.8664
No log	2.7273	210	0.7549	0.7075	0.7549	0.8689
No log	2.7532	212	0.7037	0.7552	0.7037	0.8389
No log	2.7792	214	0.8190	0.6812	0.8190	0.9050
No log	2.8052	216	0.9268	0.6131	0.9268	0.9627
No log	2.8312	218	0.9497	0.6131	0.9497	0.9745
No log	2.8571	220	0.8304	0.6471	0.8304	0.9113
No log	2.8831	222	0.7158	0.7050	0.7158	0.8461
No log	2.9091	224	0.6968	0.7518	0.6968	0.8347
No log	2.9351	226	0.7201	0.7445	0.7201	0.8486
No log	2.9610	228	0.7679	0.6765	0.7679	0.8763
No log	2.9870	230	0.9195	0.6418	0.9195	0.9589
No log	3.0130	232	0.9305	0.6418	0.9305	0.9646
No log	3.0390	234	0.8142	0.6853	0.8142	0.9023
No log	3.0649	236	0.6936	0.7586	0.6936	0.8329
No log	3.0909	238	0.6796	0.7333	0.6796	0.8244
No log	3.1169	240	0.6789	0.7550	0.6789	0.8239
No log	3.1429	242	0.6924	0.7973	0.6924	0.8321
No log	3.1688	244	0.7203	0.7619	0.7203	0.8487
No log	3.1948	246	0.7321	0.7042	0.7321	0.8556
No log	3.2208	248	0.7818	0.7	0.7818	0.8842
No log	3.2468	250	0.7534	0.7692	0.7534	0.8680
No log	3.2727	252	0.7458	0.7484	0.7458	0.8636
No log	3.2987	254	0.7698	0.7273	0.7698	0.8774
No log	3.3247	256	0.6947	0.7613	0.6947	0.8335
No log	3.3506	258	0.6429	0.7801	0.6429	0.8018
No log	3.3766	260	0.7515	0.7042	0.7515	0.8669
No log	3.4026	262	0.8167	0.6906	0.8167	0.9037
No log	3.4286	264	0.8460	0.7286	0.8460	0.9198
No log	3.4545	266	0.7666	0.7639	0.7666	0.8756
No log	3.4805	268	0.7337	0.7368	0.7337	0.8565
No log	3.5065	270	0.7942	0.7125	0.7942	0.8912
No log	3.5325	272	0.8141	0.7345	0.8141	0.9023
No log	3.5584	274	0.7129	0.7929	0.7129	0.8443
No log	3.5844	276	0.6013	0.8075	0.6013	0.7755
No log	3.6104	278	0.6422	0.7785	0.6422	0.8014
No log	3.6364	280	0.8319	0.6714	0.8319	0.9121
No log	3.6623	282	0.9499	0.5899	0.9499	0.9746
No log	3.6883	284	0.8815	0.6714	0.8815	0.9389
No log	3.7143	286	0.6975	0.7310	0.6975	0.8352
No log	3.7403	288	0.6090	0.8079	0.6090	0.7804
No log	3.7662	290	0.6107	0.7974	0.6107	0.7815
No log	3.7922	292	0.6175	0.8079	0.6175	0.7858
No log	3.8182	294	0.7542	0.7075	0.7542	0.8684
No log	3.8442	296	0.8531	0.6667	0.8531	0.9236
No log	3.8701	298	0.8252	0.6806	0.8252	0.9084
No log	3.8961	300	0.7688	0.6901	0.7688	0.8768
No log	3.9221	302	0.7935	0.6857	0.7935	0.8908
No log	3.9481	304	0.8415	0.6957	0.8415	0.9173
No log	3.9740	306	0.8014	0.7194	0.8014	0.8952
No log	4.0	308	0.7671	0.6901	0.7671	0.8758
No log	4.0260	310	0.7753	0.6806	0.7753	0.8805
No log	4.0519	312	0.7193	0.6944	0.7193	0.8481
No log	4.0779	314	0.6481	0.75	0.6481	0.8051
No log	4.1039	316	0.6355	0.7368	0.6355	0.7972
No log	4.1299	318	0.6421	0.7821	0.6421	0.8013
No log	4.1558	320	0.6943	0.7260	0.6943	0.8332
No log	4.1818	322	0.8377	0.7067	0.8377	0.9153
No log	4.2078	324	0.9694	0.6443	0.9694	0.9846
No log	4.2338	326	0.9136	0.7020	0.9136	0.9558
No log	4.2597	328	0.7615	0.7383	0.7615	0.8727
No log	4.2857	330	0.7076	0.7643	0.7076	0.8412
No log	4.3117	332	0.6963	0.7722	0.6963	0.8345
No log	4.3377	334	0.7506	0.7333	0.7506	0.8663
No log	4.3636	336	0.8379	0.7190	0.8379	0.9154
No log	4.3896	338	0.9709	0.7013	0.9709	0.9853
No log	4.4156	340	1.0951	0.6194	1.0951	1.0465
No log	4.4416	342	1.0735	0.6194	1.0735	1.0361
No log	4.4675	344	0.9286	0.7143	0.9286	0.9636
No log	4.4935	346	0.8490	0.7368	0.8490	0.9214
No log	4.5195	348	0.8130	0.7417	0.8130	0.9017
No log	4.5455	350	0.7732	0.7333	0.7732	0.8793
No log	4.5714	352	0.7303	0.7654	0.7303	0.8546
No log	4.5974	354	0.7399	0.7654	0.7399	0.8601
No log	4.6234	356	0.8072	0.7368	0.8072	0.8984
No log	4.6494	358	0.8702	0.7320	0.8702	0.9328
No log	4.6753	360	0.8857	0.7417	0.8857	0.9411
No log	4.7013	362	0.8552	0.7347	0.8552	0.9248
No log	4.7273	364	0.8443	0.7310	0.8443	0.9189
No log	4.7532	366	0.8436	0.7222	0.8436	0.9185
No log	4.7792	368	0.7639	0.7432	0.7639	0.8740
No log	4.8052	370	0.7235	0.7432	0.7235	0.8506
No log	4.8312	372	0.7310	0.7347	0.7310	0.8550
No log	4.8571	374	0.7220	0.7347	0.7220	0.8497
No log	4.8831	376	0.6718	0.7347	0.6718	0.8197
No log	4.9091	378	0.6201	0.8	0.6201	0.7875
No log	4.9351	380	0.5800	0.7871	0.5800	0.7616
No log	4.9610	382	0.5438	0.8302	0.5438	0.7374
No log	4.9870	384	0.5571	0.8050	0.5571	0.7464
No log	5.0130	386	0.5838	0.7662	0.5838	0.7641
No log	5.0390	388	0.6105	0.75	0.6105	0.7813
No log	5.0649	390	0.6191	0.7755	0.6191	0.7869
No log	5.0909	392	0.6191	0.7919	0.6191	0.7868
No log	5.1169	394	0.6289	0.7843	0.6289	0.7930
No log	5.1429	396	0.6664	0.7843	0.6664	0.8163
No log	5.1688	398	0.6665	0.8025	0.6665	0.8164
No log	5.1948	400	0.6838	0.7821	0.6838	0.8269
No log	5.2208	402	0.7247	0.7632	0.7247	0.8513
No log	5.2468	404	0.7832	0.7237	0.7832	0.8850
No log	5.2727	406	0.7945	0.7389	0.7945	0.8914
No log	5.2987	408	0.7485	0.7436	0.7485	0.8651
No log	5.3247	410	0.7658	0.7320	0.7658	0.8751
No log	5.3506	412	0.8301	0.7320	0.8301	0.9111
No log	5.3766	414	0.9353	0.6531	0.9353	0.9671
No log	5.4026	416	1.0168	0.6015	1.0168	1.0083
No log	5.4286	418	1.0685	0.5909	1.0685	1.0337
No log	5.4545	420	1.1455	0.5481	1.1455	1.0703
No log	5.4805	422	1.1190	0.5942	1.1190	1.0578
No log	5.5065	424	1.0144	0.6176	1.0144	1.0072
No log	5.5325	426	0.9304	0.6176	0.9304	0.9646
No log	5.5584	428	0.8998	0.6466	0.8998	0.9486
No log	5.5844	430	0.9121	0.6308	0.9121	0.9550
No log	5.6104	432	0.9555	0.6119	0.9555	0.9775
No log	5.6364	434	0.8887	0.6519	0.8887	0.9427
No log	5.6623	436	0.8195	0.7123	0.8195	0.9053
No log	5.6883	438	0.7495	0.7222	0.7495	0.8658
No log	5.7143	440	0.7479	0.6993	0.7479	0.8648
No log	5.7403	442	0.7545	0.7083	0.7545	0.8686
No log	5.7662	444	0.7742	0.6857	0.7742	0.8799
No log	5.7922	446	0.8134	0.6993	0.8134	0.9019
No log	5.8182	448	0.7932	0.6892	0.7932	0.8906
No log	5.8442	450	0.7784	0.7020	0.7784	0.8823
No log	5.8701	452	0.8289	0.6846	0.8289	0.9105
No log	5.8961	454	0.8831	0.6573	0.8831	0.9397
No log	5.9221	456	0.8193	0.6897	0.8193	0.9052
No log	5.9481	458	0.7426	0.7397	0.7426	0.8618
No log	5.9740	460	0.7311	0.7619	0.7311	0.8551
No log	6.0	462	0.6637	0.7733	0.6637	0.8147
No log	6.0260	464	0.6008	0.7895	0.6008	0.7751
No log	6.0519	466	0.5865	0.8481	0.5865	0.7658
No log	6.0779	468	0.6115	0.7632	0.6115	0.7820
No log	6.1039	470	0.7768	0.7034	0.7768	0.8813
No log	6.1299	472	0.8635	0.6667	0.8635	0.9292
No log	6.1558	474	0.8703	0.6525	0.8703	0.9329
No log	6.1818	476	0.8253	0.6809	0.8253	0.9085
No log	6.2078	478	0.7561	0.7034	0.7561	0.8696
No log	6.2338	480	0.7937	0.7123	0.7937	0.8909
No log	6.2597	482	0.8405	0.6475	0.8405	0.9168
No log	6.2857	484	0.8727	0.6475	0.8727	0.9342
No log	6.3117	486	0.8338	0.6324	0.8338	0.9131
No log	6.3377	488	0.7656	0.6861	0.7656	0.8750
No log	6.3636	490	0.7511	0.7	0.7511	0.8666
No log	6.3896	492	0.7649	0.7	0.7649	0.8746
No log	6.4156	494	0.7786	0.6853	0.7786	0.8824
No log	6.4416	496	0.8376	0.6620	0.8376	0.9152
No log	6.4675	498	0.8124	0.6713	0.8124	0.9013
0.4053	6.4935	500	0.7309	0.6944	0.7309	0.8549
0.4053	6.5195	502	0.6886	0.7034	0.6886	0.8298
0.4053	6.5455	504	0.6721	0.7133	0.6721	0.8198
0.4053	6.5714	506	0.7005	0.7133	0.7005	0.8369
0.4053	6.5974	508	0.7894	0.6853	0.7894	0.8885
0.4053	6.6234	510	0.8963	0.6483	0.8963	0.9467
0.4053	6.6494	512	0.9942	0.6216	0.9942	0.9971
0.4053	6.6753	514	0.9543	0.6752	0.9543	0.9769
0.4053	6.7013	516	0.7656	0.7284	0.7656	0.8750
0.4053	6.7273	518	0.6649	0.7362	0.6649	0.8154
0.4053	6.7532	520	0.6358	0.7407	0.6358	0.7974
0.4053	6.7792	522	0.6741	0.7421	0.6741	0.8211
0.4053	6.8052	524	0.7610	0.7320	0.7610	0.8724
0.4053	6.8312	526	0.8613	0.7027	0.8613	0.9280
0.4053	6.8571	528	0.9422	0.6429	0.9422	0.9707
0.4053	6.8831	530	0.9058	0.6714	0.9058	0.9517
0.4053	6.9091	532	0.8182	0.7260	0.8182	0.9045
0.4053	6.9351	534	0.7214	0.7619	0.7214	0.8493
0.4053	6.9610	536	0.6324	0.8354	0.6324	0.7952
0.4053	6.9870	538	0.5816	0.8221	0.5816	0.7626
0.4053	7.0130	540	0.5779	0.8121	0.5779	0.7602
0.4053	7.0390	542	0.6169	0.7407	0.6169	0.7854
0.4053	7.0649	544	0.5982	0.7778	0.5982	0.7734
0.4053	7.0909	546	0.6127	0.7925	0.6127	0.7827
0.4053	7.1169	548	0.6490	0.7867	0.6490	0.8056
0.4053	7.1429	550	0.6747	0.7671	0.6747	0.8214
0.4053	7.1688	552	0.6736	0.7534	0.6736	0.8207
0.4053	7.1948	554	0.6581	0.7347	0.6581	0.8113
0.4053	7.2208	556	0.6394	0.7333	0.6394	0.7996
0.4053	7.2468	558	0.6044	0.7925	0.6044	0.7774
0.4053	7.2727	560	0.5718	0.8148	0.5718	0.7562
0.4053	7.2987	562	0.5587	0.8323	0.5587	0.7475
0.4053	7.3247	564	0.5525	0.8171	0.5525	0.7433
0.4053	7.3506	566	0.5514	0.8313	0.5514	0.7426
0.4053	7.3766	568	0.5913	0.8049	0.5913	0.7690
0.4053	7.4026	570	0.6146	0.8228	0.6146	0.7840
0.4053	7.4286	572	0.6478	0.7662	0.6478	0.8049
0.4053	7.4545	574	0.6535	0.7532	0.6535	0.8084
0.4053	7.4805	576	0.6606	0.7432	0.6606	0.8127
0.4053	7.5065	578	0.6421	0.7451	0.6421	0.8013
0.4053	7.5325	580	0.6351	0.7613	0.6351	0.7970
0.4053	7.5584	582	0.7099	0.6980	0.7099	0.8425
0.4053	7.5844	584	0.7587	0.6980	0.7587	0.8711
0.4053	7.6104	586	0.7188	0.7067	0.7188	0.8478
0.4053	7.6364	588	0.6865	0.7347	0.6865	0.8286
0.4053	7.6623	590	0.7123	0.7162	0.7123	0.8440
0.4053	7.6883	592	0.6850	0.7347	0.6850	0.8276
0.4053	7.7143	594	0.6797	0.7248	0.6797	0.8244
0.4053	7.7403	596	0.6287	0.7467	0.6287	0.7929
0.4053	7.7662	598	0.6158	0.7550	0.6158	0.7847
0.4053	7.7922	600	0.6560	0.7308	0.6560	0.8099
0.4053	7.8182	602	0.6236	0.7389	0.6236	0.7897
0.4053	7.8442	604	0.5602	0.8199	0.5602	0.7484
0.4053	7.8701	606	0.5569	0.8199	0.5569	0.7463
0.4053	7.8961	608	0.5929	0.8125	0.5929	0.7700
0.4053	7.9221	610	0.6333	0.7763	0.6333	0.7958
0.4053	7.9481	612	0.6067	0.7871	0.6067	0.7789
0.4053	7.9740	614	0.5576	0.8050	0.5576	0.7467
0.4053	8.0	616	0.5514	0.8125	0.5514	0.7426
0.4053	8.0260	618	0.5758	0.7771	0.5758	0.7588
0.4053	8.0519	620	0.6212	0.7485	0.6212	0.7882
0.4053	8.0779	622	0.6354	0.7574	0.6354	0.7971
0.4053	8.1039	624	0.6454	0.75	0.6454	0.8034
0.4053	8.1299	626	0.6769	0.7296	0.6769	0.8228
0.4053	8.1558	628	0.6282	0.7261	0.6282	0.7926
0.4053	8.1818	630	0.5702	0.7821	0.5702	0.7551
0.4053	8.2078	632	0.5606	0.7871	0.5606	0.7488
0.4053	8.2338	634	0.6292	0.7550	0.6292	0.7932
0.4053	8.2597	636	0.7099	0.7083	0.7099	0.8426
0.4053	8.2857	638	0.7399	0.7034	0.7399	0.8602
0.4053	8.3117	640	0.7254	0.7162	0.7254	0.8517
0.4053	8.3377	642	0.7356	0.7114	0.7356	0.8577
0.4053	8.3636	644	0.7211	0.7453	0.7211	0.8492
0.4053	8.3896	646	0.6485	0.7550	0.6485	0.8053
0.4053	8.4156	648	0.6373	0.7550	0.6373	0.7983
0.4053	8.4416	650	0.6819	0.7432	0.6819	0.8258
0.4053	8.4675	652	0.7657	0.7347	0.7657	0.8750
0.4053	8.4935	654	0.8701	0.6620	0.8701	0.9328
0.4053	8.5195	656	0.9030	0.6528	0.9030	0.9503
0.4053	8.5455	658	0.8590	0.6939	0.8590	0.9268
0.4053	8.5714	660	0.7789	0.7162	0.7789	0.8826
0.4053	8.5974	662	0.6928	0.7432	0.6928	0.8323
0.4053	8.6234	664	0.6605	0.7432	0.6605	0.8127
0.4053	8.6494	666	0.6833	0.7432	0.6833	0.8266
0.4053	8.6753	668	0.6974	0.7432	0.6974	0.8351
0.4053	8.7013	670	0.7094	0.7432	0.7094	0.8423
0.4053	8.7273	672	0.7338	0.7333	0.7338	0.8566
0.4053	8.7532	674	0.6964	0.7532	0.6964	0.8345
0.4053	8.7792	676	0.7066	0.7297	0.7066	0.8406
0.4053	8.8052	678	0.7101	0.7297	0.7101	0.8426
0.4053	8.8312	680	0.6780	0.7417	0.6780	0.8234
0.4053	8.8571	682	0.7320	0.7602	0.7320	0.8556
0.4053	8.8831	684	0.7713	0.7558	0.7713	0.8782
0.4053	8.9091	686	0.7344	0.7284	0.7344	0.8570
0.4053	8.9351	688	0.7091	0.725	0.7091	0.8421
0.4053	8.9610	690	0.6642	0.7296	0.6642	0.8150
0.4053	8.9870	692	0.6709	0.7296	0.6709	0.8191
0.4053	9.0130	694	0.7236	0.7105	0.7236	0.8506
0.4053	9.0390	696	0.7683	0.7114	0.7683	0.8765
0.4053	9.0649	698	0.7411	0.7114	0.7411	0.8608
0.4053	9.0909	700	0.7398	0.7215	0.7398	0.8601
0.4053	9.1169	702	0.6817	0.7456	0.6817	0.8257
0.4053	9.1429	704	0.5816	0.8478	0.5816	0.7626
0.4053	9.1688	706	0.5544	0.7955	0.5544	0.7446
0.4053	9.1948	708	0.5645	0.7977	0.5645	0.7513
0.4053	9.2208	710	0.5929	0.8121	0.5929	0.7700
0.4053	9.2468	712	0.6896	0.7320	0.6896	0.8304
0.4053	9.2727	714	0.8035	0.7226	0.8035	0.8964
0.4053	9.2987	716	0.8340	0.7226	0.8340	0.9133
0.4053	9.3247	718	0.8309	0.7170	0.8309	0.9115
0.4053	9.3506	720	0.7752	0.7349	0.7752	0.8804
0.4053	9.3766	722	0.7288	0.7614	0.7288	0.8537
0.4053	9.4026	724	0.6946	0.7602	0.6946	0.8334
0.4053	9.4286	726	0.7067	0.7602	0.7067	0.8407
0.4053	9.4545	728	0.7433	0.7514	0.7433	0.8621
0.4053	9.4805	730	0.7975	0.7399	0.7975	0.8930
0.4053	9.5065	732	0.8358	0.7170	0.8358	0.9142
0.4053	9.5325	734	0.8230	0.7297	0.8230	0.9072
0.4053	9.5584	736	0.8362	0.7248	0.8362	0.9144
0.4053	9.5844	738	0.8876	0.6928	0.8876	0.9421
0.4053	9.6104	740	0.9135	0.6928	0.9135	0.9558
0.4053	9.6364	742	0.9562	0.6928	0.9562	0.9779
0.4053	9.6623	744	0.9128	0.6800	0.9128	0.9554
0.4053	9.6883	746	0.7941	0.7248	0.7941	0.8911
0.4053	9.7143	748	0.7241	0.7532	0.7241	0.8510
0.4053	9.7403	750	0.7105	0.7532	0.7105	0.8429
0.4053	9.7662	752	0.7280	0.7483	0.7280	0.8532
0.4053	9.7922	754	0.8049	0.7297	0.8049	0.8971
0.4053	9.8182	756	0.8761	0.6809	0.8761	0.9360
0.4053	9.8442	758	0.9091	0.6377	0.9091	0.9535
0.4053	9.8701	760	0.9246	0.6377	0.9246	0.9616
0.4053	9.8961	762	0.8714	0.6761	0.8714	0.9335
0.4053	9.9221	764	0.7743	0.7347	0.7743	0.8800
0.4053	9.9481	766	0.6689	0.7534	0.6689	0.8179
0.4053	9.9740	768	0.6572	0.7432	0.6572	0.8107
0.4053	10.0	770	0.6737	0.7636	0.6737	0.8208
0.4053	10.0260	772	0.6452	0.7791	0.6452	0.8032
0.4053	10.0519	774	0.6278	0.7952	0.6278	0.7923
0.4053	10.0779	776	0.5829	0.7947	0.5829	0.7635
0.4053	10.1039	778	0.5801	0.7947	0.5801	0.7616
0.4053	10.1299	780	0.5896	0.7947	0.5896	0.7678
0.4053	10.1558	782	0.5697	0.8105	0.5697	0.7548
0.4053	10.1818	784	0.5661	0.8105	0.5661	0.7524
0.4053	10.2078	786	0.5459	0.8182	0.5459	0.7389
0.4053	10.2338	788	0.5334	0.8182	0.5334	0.7303
0.4053	10.2597	790	0.5037	0.8387	0.5037	0.7097
0.4053	10.2857	792	0.4713	0.8589	0.4713	0.6865
0.4053	10.3117	794	0.4609	0.8589	0.4609	0.6789
0.4053	10.3377	796	0.4583	0.8589	0.4583	0.6770
0.4053	10.3636	798	0.4735	0.8608	0.4735	0.6881
0.4053	10.3896	800	0.5363	0.7582	0.5363	0.7323
0.4053	10.4156	802	0.5584	0.7582	0.5584	0.7473
0.4053	10.4416	804	0.5369	0.7763	0.5369	0.7327
0.4053	10.4675	806	0.5165	0.8333	0.5165	0.7187
0.4053	10.4935	808	0.4970	0.8302	0.4970	0.7050
0.4053	10.5195	810	0.4937	0.8293	0.4937	0.7026
0.4053	10.5455	812	0.5282	0.8025	0.5282	0.7268
0.4053	10.5714	814	0.5535	0.8	0.5535	0.7440
0.4053	10.5974	816	0.5692	0.7904	0.5692	0.7544
0.4053	10.6234	818	0.5979	0.7722	0.5979	0.7732
0.4053	10.6494	820	0.6237	0.7722	0.6237	0.7898
0.4053	10.6753	822	0.6732	0.7248	0.6732	0.8205
0.4053	10.7013	824	0.6770	0.7034	0.6770	0.8228
0.4053	10.7273	826	0.6183	0.7432	0.6183	0.7864
0.4053	10.7532	828	0.6037	0.7586	0.6037	0.7770
0.4053	10.7792	830	0.5787	0.75	0.5787	0.7607
0.4053	10.8052	832	0.5679	0.7517	0.5679	0.7536
0.4053	10.8312	834	0.5974	0.7517	0.5974	0.7729
0.4053	10.8571	836	0.6172	0.7451	0.6172	0.7856
0.4053	10.8831	838	0.6709	0.7403	0.6709	0.8191
0.4053	10.9091	840	0.6804	0.7403	0.6804	0.8249
0.4053	10.9351	842	0.7408	0.6714	0.7408	0.8607
0.4053	10.9610	844	0.7579	0.6569	0.7579	0.8706
0.4053	10.9870	846	0.7170	0.6812	0.7170	0.8468
0.4053	11.0130	848	0.6835	0.7248	0.6835	0.8267
0.4053	11.0390	850	0.6346	0.7237	0.6346	0.7966
0.4053	11.0649	852	0.6617	0.7421	0.6617	0.8134
0.4053	11.0909	854	0.6849	0.7215	0.6849	0.8276
0.4053	11.1169	856	0.7292	0.7624	0.7292	0.8539
0.4053	11.1429	858	0.7004	0.7284	0.7004	0.8369
0.4053	11.1688	860	0.6567	0.7403	0.6567	0.8104
0.4053	11.1948	862	0.6548	0.7763	0.6548	0.8092
0.4053	11.2208	864	0.7141	0.7534	0.7141	0.8450
0.4053	11.2468	866	0.7586	0.7413	0.7586	0.8710
0.4053	11.2727	868	0.7510	0.7324	0.7510	0.8666
0.4053	11.2987	870	0.7042	0.7413	0.7042	0.8392
0.4053	11.3247	872	0.6485	0.7568	0.6485	0.8053
0.4053	11.3506	874	0.6256	0.7733	0.6256	0.7910
0.4053	11.3766	876	0.6480	0.7467	0.6480	0.8050
0.4053	11.4026	878	0.7076	0.7162	0.7076	0.8412
0.4053	11.4286	880	0.7808	0.7067	0.7808	0.8836
0.4053	11.4545	882	0.8145	0.7020	0.8145	0.9025
0.4053	11.4805	884	0.8086	0.7067	0.8086	0.8992
0.4053	11.5065	886	0.7848	0.7162	0.7848	0.8859
0.4053	11.5325	888	0.7701	0.7162	0.7701	0.8776
0.4053	11.5584	890	0.7227	0.7162	0.7227	0.8501
0.4053	11.5844	892	0.7195	0.7162	0.7195	0.8483
0.4053	11.6104	894	0.7796	0.7020	0.7796	0.8829
0.4053	11.6364	896	0.8285	0.7020	0.8285	0.9102
0.4053	11.6623	898	0.8855	0.6800	0.8855	0.9410
0.4053	11.6883	900	0.8899	0.6800	0.8899	0.9433
0.4053	11.7143	902	0.8559	0.7020	0.8559	0.9252
0.4053	11.7403	904	0.8063	0.7114	0.8063	0.8979
0.4053	11.7662	906	0.8029	0.7222	0.8029	0.8961
0.4053	11.7922	908	0.8032	0.7222	0.8032	0.8962
0.4053	11.8182	910	0.8197	0.6986	0.8197	0.9054
0.4053	11.8442	912	0.8052	0.7020	0.8052	0.8973
0.4053	11.8701	914	0.7504	0.7067	0.7504	0.8663
0.4053	11.8961	916	0.7137	0.7190	0.7137	0.8448
0.4053	11.9221	918	0.6857	0.7190	0.6857	0.8281
0.4053	11.9481	920	0.6496	0.7368	0.6496	0.8060
0.4053	11.9740	922	0.6364	0.7248	0.6364	0.7977
0.4053	12.0	924	0.6776	0.7133	0.6776	0.8232
0.4053	12.0260	926	0.7425	0.6901	0.7425	0.8617
0.4053	12.0519	928	0.8050	0.6714	0.8050	0.8972
0.4053	12.0779	930	0.8254	0.6620	0.8254	0.9085
0.4053	12.1039	932	0.7704	0.6986	0.7704	0.8777
0.4053	12.1299	934	0.7115	0.7034	0.7115	0.8435
0.4053	12.1558	936	0.6652	0.7222	0.6652	0.8156
0.4053	12.1818	938	0.6239	0.7534	0.6239	0.7899
0.4053	12.2078	940	0.6009	0.7843	0.6009	0.7752
0.4053	12.2338	942	0.5919	0.8408	0.5919	0.7694
0.4053	12.2597	944	0.5816	0.8408	0.5816	0.7626
0.4053	12.2857	946	0.5744	0.8408	0.5744	0.7579
0.4053	12.3117	948	0.5465	0.8408	0.5465	0.7393
0.4053	12.3377	950	0.5404	0.8408	0.5404	0.7351
0.4053	12.3636	952	0.5402	0.8408	0.5402	0.7350
0.4053	12.3896	954	0.5450	0.8408	0.5450	0.7382
0.4053	12.4156	956	0.5560	0.8228	0.5560	0.7456
0.4053	12.4416	958	0.5927	0.7632	0.5927	0.7699
0.4053	12.4675	960	0.6190	0.7397	0.6190	0.7867
0.4053	12.4935	962	0.6080	0.7838	0.6080	0.7798
0.4053	12.5195	964	0.5801	0.7919	0.5801	0.7617
0.4053	12.5455	966	0.5347	0.8302	0.5347	0.7312
0.4053	12.5714	968	0.5340	0.8302	0.5340	0.7308
0.4053	12.5974	970	0.5457	0.8302	0.5457	0.7387
0.4053	12.6234	972	0.5792	0.7871	0.5792	0.7611
0.4053	12.6494	974	0.6074	0.7712	0.6074	0.7793
0.4053	12.6753	976	0.6627	0.7162	0.6627	0.8140
0.4053	12.7013	978	0.6396	0.7248	0.6396	0.7998
0.4053	12.7273	980	0.6078	0.7703	0.6078	0.7796
0.4053	12.7532	982	0.6103	0.7703	0.6103	0.7812
0.4053	12.7792	984	0.5856	0.7974	0.5856	0.7652
0.4053	12.8052	986	0.5569	0.8052	0.5569	0.7463
0.4053	12.8312	988	0.5487	0.8052	0.5487	0.7407
0.4053	12.8571	990	0.5698	0.7974	0.5698	0.7548
0.4053	12.8831	992	0.5979	0.7974	0.5979	0.7732
0.4053	12.9091	994	0.6228	0.7651	0.6228	0.7892
0.4053	12.9351	996	0.6261	0.7564	0.6261	0.7912
0.4053	12.9610	998	0.6158	0.7771	0.6158	0.7847
0.078	12.9870	1000	0.5975	0.8125	0.5975	0.7730
0.078	13.0130	1002	0.6183	0.7673	0.6183	0.7863
0.078	13.0390	1004	0.6479	0.7484	0.6479	0.8050
0.078	13.0649	1006	0.6487	0.7034	0.6487	0.8054
0.078	13.0909	1008	0.6748	0.6857	0.6748	0.8215
0.078	13.1169	1010	0.6593	0.7092	0.6593	0.8120

Framework versions

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