ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k14_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: 0.7653
• Qwk: 0.6923
• Mse: 0.7653
• Rmse: 0.8748

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	0.0230	2	5.2178	-0.0195	5.2178	2.2842
No log	0.0460	4	3.0867	0.0863	3.0867	1.7569
No log	0.0690	6	2.3292	-0.0358	2.3292	1.5262
No log	0.0920	8	2.6713	-0.1708	2.6713	1.6344
No log	0.1149	10	2.3465	-0.0900	2.3465	1.5318
No log	0.1379	12	1.6964	0.0222	1.6964	1.3025
No log	0.1609	14	1.3077	0.1883	1.3077	1.1435
No log	0.1839	16	1.3583	0.0886	1.3583	1.1655
No log	0.2069	18	1.5191	0.0139	1.5191	1.2325
No log	0.2299	20	1.6756	0.0085	1.6756	1.2945
No log	0.2529	22	1.7318	0.0042	1.7318	1.3160
No log	0.2759	24	1.5215	0.0351	1.5215	1.2335
No log	0.2989	26	1.4040	0.1122	1.4040	1.1849
No log	0.3218	28	1.3696	0.1597	1.3696	1.1703
No log	0.3448	30	1.3772	0.1506	1.3772	1.1735
No log	0.3678	32	1.2721	0.2898	1.2721	1.1279
No log	0.3908	34	1.2615	0.2896	1.2615	1.1232
No log	0.4138	36	1.3550	0.1793	1.3550	1.1640
No log	0.4368	38	1.2647	0.2517	1.2647	1.1246
No log	0.4598	40	1.1095	0.3120	1.1095	1.0533
No log	0.4828	42	0.9989	0.3419	0.9989	0.9994
No log	0.5057	44	0.9129	0.3995	0.9129	0.9555
No log	0.5287	46	0.8796	0.4545	0.8796	0.9379
No log	0.5517	48	0.9713	0.4543	0.9713	0.9856
No log	0.5747	50	1.2166	0.4291	1.2166	1.1030
No log	0.5977	52	1.2556	0.4054	1.2556	1.1205
No log	0.6207	54	1.5471	0.3580	1.5471	1.2438
No log	0.6437	56	1.8439	0.3132	1.8439	1.3579
No log	0.6667	58	1.6443	0.3595	1.6443	1.2823
No log	0.6897	60	1.1912	0.4684	1.1912	1.0914
No log	0.7126	62	0.8830	0.5709	0.8830	0.9397
No log	0.7356	64	0.8506	0.5546	0.8506	0.9223
No log	0.7586	66	0.9484	0.5245	0.9484	0.9739
No log	0.7816	68	1.2607	0.4564	1.2607	1.1228
No log	0.8046	70	1.2563	0.4856	1.2563	1.1208
No log	0.8276	72	0.9053	0.5408	0.9053	0.9514
No log	0.8506	74	0.7824	0.5862	0.7824	0.8845
No log	0.8736	76	0.7590	0.5631	0.7590	0.8712
No log	0.8966	78	0.7445	0.5734	0.7445	0.8628
No log	0.9195	80	0.6980	0.6030	0.6980	0.8355
No log	0.9425	82	0.6611	0.6422	0.6611	0.8131
No log	0.9655	84	0.9351	0.6026	0.9351	0.9670
No log	0.9885	86	1.1777	0.5010	1.1777	1.0852
No log	1.0115	88	0.9257	0.5940	0.9257	0.9621
No log	1.0345	90	0.7116	0.6144	0.7116	0.8436
No log	1.0575	92	0.7967	0.6267	0.7967	0.8926
No log	1.0805	94	0.8047	0.6175	0.8047	0.8970
No log	1.1034	96	0.7292	0.6438	0.7292	0.8539
No log	1.1264	98	0.8618	0.6624	0.8618	0.9283
No log	1.1494	100	0.9937	0.5390	0.9937	0.9968
No log	1.1724	102	1.3446	0.4966	1.3446	1.1596
No log	1.1954	104	1.2821	0.5079	1.2821	1.1323
No log	1.2184	106	0.9361	0.5566	0.9361	0.9675
No log	1.2414	108	0.7557	0.6411	0.7557	0.8693
No log	1.2644	110	0.7485	0.6653	0.7485	0.8652
No log	1.2874	112	0.7001	0.6807	0.7001	0.8367
No log	1.3103	114	0.6095	0.6497	0.6095	0.7807
No log	1.3333	116	0.6313	0.6516	0.6313	0.7946
No log	1.3563	118	0.6266	0.6862	0.6266	0.7916
No log	1.3793	120	0.6338	0.7021	0.6338	0.7961
No log	1.4023	122	0.6187	0.6597	0.6187	0.7866
No log	1.4253	124	0.6982	0.6526	0.6982	0.8356
No log	1.4483	126	0.8221	0.6417	0.8221	0.9067
No log	1.4713	128	0.7675	0.6484	0.7675	0.8761
No log	1.4943	130	0.6596	0.6770	0.6596	0.8121
No log	1.5172	132	0.7202	0.7070	0.7202	0.8487
No log	1.5402	134	0.7029	0.7110	0.7029	0.8384
No log	1.5632	136	0.6802	0.6520	0.6802	0.8248
No log	1.5862	138	0.7475	0.6173	0.7475	0.8646
No log	1.6092	140	0.7706	0.6233	0.7706	0.8778
No log	1.6322	142	0.6417	0.6296	0.6417	0.8011
No log	1.6552	144	0.6391	0.6602	0.6391	0.7995
No log	1.6782	146	0.7563	0.6647	0.7563	0.8697
No log	1.7011	148	0.7357	0.6766	0.7357	0.8577
No log	1.7241	150	0.6070	0.6991	0.6070	0.7791
No log	1.7471	152	0.5938	0.6733	0.5938	0.7706
No log	1.7701	154	0.5996	0.6572	0.5996	0.7743
No log	1.7931	156	0.5990	0.6830	0.5990	0.7740
No log	1.8161	158	0.6128	0.7011	0.6128	0.7828
No log	1.8391	160	0.6046	0.7017	0.6046	0.7776
No log	1.8621	162	0.6116	0.7172	0.6116	0.7820
No log	1.8851	164	0.5965	0.6949	0.5965	0.7724
No log	1.9080	166	0.5836	0.6998	0.5836	0.7639
No log	1.9310	168	0.5789	0.6945	0.5789	0.7608
No log	1.9540	170	0.6265	0.7448	0.6265	0.7915
No log	1.9770	172	0.7322	0.6695	0.7322	0.8557
No log	2.0	174	0.7085	0.6940	0.7085	0.8417
No log	2.0230	176	0.5715	0.7206	0.5715	0.7560
No log	2.0460	178	0.5794	0.6832	0.5794	0.7612
No log	2.0690	180	0.5808	0.7178	0.5808	0.7621
No log	2.0920	182	0.6015	0.7673	0.6015	0.7756
No log	2.1149	184	0.8420	0.6305	0.8420	0.9176
No log	2.1379	186	0.9327	0.5983	0.9327	0.9658
No log	2.1609	188	0.8807	0.5983	0.8807	0.9385
No log	2.1839	190	0.7254	0.6862	0.7254	0.8517
No log	2.2069	192	0.6269	0.7383	0.6269	0.7918
No log	2.2299	194	0.6318	0.6714	0.6318	0.7948
No log	2.2529	196	0.6174	0.6938	0.6174	0.7857
No log	2.2759	198	0.6447	0.7014	0.6447	0.8029
No log	2.2989	200	0.7068	0.6999	0.7068	0.8407
No log	2.3218	202	0.6976	0.6990	0.6976	0.8352
No log	2.3448	204	0.6604	0.7091	0.6604	0.8126
No log	2.3678	206	0.6641	0.7053	0.6641	0.8149
No log	2.3908	208	0.6195	0.7236	0.6195	0.7871
No log	2.4138	210	0.6173	0.7236	0.6173	0.7857
No log	2.4368	212	0.6078	0.6723	0.6078	0.7796
No log	2.4598	214	0.6273	0.6480	0.6273	0.7920
No log	2.4828	216	0.6094	0.6714	0.6094	0.7806
No log	2.5057	218	0.6210	0.7150	0.6210	0.7880
No log	2.5287	220	0.6681	0.7379	0.6681	0.8174
No log	2.5517	222	0.6991	0.7029	0.6991	0.8361
No log	2.5747	224	0.7261	0.6836	0.7261	0.8521
No log	2.5977	226	0.7113	0.6935	0.7113	0.8434
No log	2.6207	228	0.6201	0.7231	0.6201	0.7875
No log	2.6437	230	0.6712	0.6699	0.6712	0.8192
No log	2.6667	232	0.6802	0.6765	0.6802	0.8248
No log	2.6897	234	0.5895	0.6682	0.5895	0.7678
No log	2.7126	236	0.7019	0.7127	0.7019	0.8378
No log	2.7356	238	0.9022	0.5757	0.9022	0.9499
No log	2.7586	240	0.8991	0.5746	0.8991	0.9482
No log	2.7816	242	0.7541	0.6548	0.7541	0.8684
No log	2.8046	244	0.6345	0.7228	0.6345	0.7966
No log	2.8276	246	0.6210	0.6992	0.6210	0.7880
No log	2.8506	248	0.6175	0.6959	0.6175	0.7858
No log	2.8736	250	0.6125	0.7122	0.6125	0.7826
No log	2.8966	252	0.6764	0.7082	0.6764	0.8224
No log	2.9195	254	0.7515	0.6369	0.7515	0.8669
No log	2.9425	256	0.6883	0.6859	0.6883	0.8296
No log	2.9655	258	0.6203	0.7060	0.6203	0.7876
No log	2.9885	260	0.6073	0.6787	0.6073	0.7793
No log	3.0115	262	0.6031	0.6867	0.6031	0.7766
No log	3.0345	264	0.6676	0.7144	0.6676	0.8171
No log	3.0575	266	0.7251	0.6845	0.7251	0.8515
No log	3.0805	268	0.7384	0.6833	0.7384	0.8593
No log	3.1034	270	0.6342	0.7175	0.6342	0.7964
No log	3.1264	272	0.6136	0.7418	0.6136	0.7833
No log	3.1494	274	0.6185	0.7518	0.6185	0.7865
No log	3.1724	276	0.7004	0.6890	0.7004	0.8369
No log	3.1954	278	0.8600	0.6224	0.8600	0.9274
No log	3.2184	280	1.0645	0.5500	1.0645	1.0317
No log	3.2414	282	1.2465	0.5285	1.2465	1.1165
No log	3.2644	284	1.2846	0.5189	1.2846	1.1334
No log	3.2874	286	1.1773	0.5652	1.1773	1.0850
No log	3.3103	288	0.9785	0.6111	0.9785	0.9892
No log	3.3333	290	0.7982	0.6704	0.7982	0.8934
No log	3.3563	292	0.7594	0.6678	0.7594	0.8714
No log	3.3793	294	0.8051	0.6164	0.8051	0.8973
No log	3.4023	296	0.8848	0.5895	0.8848	0.9406
No log	3.4253	298	1.0365	0.5414	1.0365	1.0181
No log	3.4483	300	1.1115	0.5190	1.1115	1.0543
No log	3.4713	302	1.0781	0.5341	1.0781	1.0383
No log	3.4943	304	0.9052	0.6150	0.9052	0.9514
No log	3.5172	306	0.7920	0.6650	0.7920	0.8899
No log	3.5402	308	0.7711	0.6913	0.7711	0.8781
No log	3.5632	310	0.8443	0.6579	0.8443	0.9189
No log	3.5862	312	0.9878	0.6195	0.9878	0.9939
No log	3.6092	314	1.1525	0.5948	1.1525	1.0736
No log	3.6322	316	1.1294	0.5807	1.1294	1.0627
No log	3.6552	318	0.9624	0.6055	0.9624	0.9810
No log	3.6782	320	0.8120	0.6533	0.8120	0.9011
No log	3.7011	322	0.7209	0.6985	0.7209	0.8491
No log	3.7241	324	0.7068	0.7056	0.7068	0.8407
No log	3.7471	326	0.6986	0.7297	0.6986	0.8358
No log	3.7701	328	0.7069	0.6875	0.7069	0.8408
No log	3.7931	330	0.6868	0.7293	0.6868	0.8287
No log	3.8161	332	0.6698	0.7031	0.6698	0.8184
No log	3.8391	334	0.6969	0.6848	0.6969	0.8348
No log	3.8621	336	0.7049	0.6771	0.7049	0.8396
No log	3.8851	338	0.6987	0.7095	0.6987	0.8359
No log	3.9080	340	0.7505	0.6913	0.7505	0.8663
No log	3.9310	342	0.7998	0.6790	0.7998	0.8943
No log	3.9540	344	0.7942	0.6780	0.7942	0.8912
No log	3.9770	346	0.7429	0.6913	0.7429	0.8619
No log	4.0	348	0.6882	0.7020	0.6882	0.8296
No log	4.0230	350	0.6674	0.7227	0.6674	0.8169
No log	4.0460	352	0.6757	0.7227	0.6757	0.8220
No log	4.0690	354	0.7005	0.7076	0.7005	0.8370
No log	4.0920	356	0.7595	0.7006	0.7595	0.8715
No log	4.1149	358	0.7774	0.7031	0.7774	0.8817
No log	4.1379	360	0.7275	0.7006	0.7275	0.8529
No log	4.1609	362	0.6880	0.7173	0.6880	0.8295
No log	4.1839	364	0.6633	0.7505	0.6633	0.8144
No log	4.2069	366	0.6534	0.7550	0.6534	0.8084
No log	4.2299	368	0.6713	0.7132	0.6713	0.8193
No log	4.2529	370	0.7422	0.7056	0.7422	0.8615
No log	4.2759	372	0.7562	0.6959	0.7562	0.8696
No log	4.2989	374	0.7202	0.7144	0.7202	0.8487
No log	4.3218	376	0.6769	0.7611	0.6769	0.8228
No log	4.3448	378	0.6727	0.7521	0.6727	0.8202
No log	4.3678	380	0.6729	0.7530	0.6729	0.8203
No log	4.3908	382	0.6519	0.7519	0.6519	0.8074
No log	4.4138	384	0.6475	0.7421	0.6475	0.8047
No log	4.4368	386	0.6636	0.7283	0.6636	0.8146
No log	4.4598	388	0.6962	0.6907	0.6962	0.8344
No log	4.4828	390	0.7271	0.7027	0.7271	0.8527
No log	4.5057	392	0.7546	0.6989	0.7546	0.8687
No log	4.5287	394	0.7791	0.6821	0.7791	0.8827
No log	4.5517	396	0.7419	0.6995	0.7419	0.8613
No log	4.5747	398	0.7107	0.6937	0.7107	0.8430
No log	4.5977	400	0.6934	0.7129	0.6934	0.8327
No log	4.6207	402	0.6770	0.7643	0.6770	0.8228
No log	4.6437	404	0.7071	0.7337	0.7071	0.8409
No log	4.6667	406	0.7973	0.6861	0.7973	0.8929
No log	4.6897	408	0.9404	0.6459	0.9404	0.9698
No log	4.7126	410	0.9614	0.6280	0.9614	0.9805
No log	4.7356	412	0.8649	0.6520	0.8649	0.9300
No log	4.7586	414	0.7571	0.6841	0.7571	0.8701
No log	4.7816	416	0.6977	0.7193	0.6977	0.8353
No log	4.8046	418	0.6745	0.7315	0.6745	0.8213
No log	4.8276	420	0.6896	0.7151	0.6896	0.8304
No log	4.8506	422	0.7198	0.6888	0.7198	0.8484
No log	4.8736	424	0.7313	0.6781	0.7313	0.8552
No log	4.8966	426	0.7648	0.6758	0.7648	0.8745
No log	4.9195	428	0.7687	0.6758	0.7687	0.8767
No log	4.9425	430	0.7386	0.6676	0.7386	0.8594
No log	4.9655	432	0.7422	0.6736	0.7422	0.8615
No log	4.9885	434	0.7701	0.6662	0.7701	0.8776
No log	5.0115	436	0.8251	0.6636	0.8251	0.9084
No log	5.0345	438	0.8434	0.6410	0.8434	0.9183
No log	5.0575	440	0.8423	0.6501	0.8423	0.9178
No log	5.0805	442	0.8535	0.6410	0.8535	0.9239
No log	5.1034	444	0.8459	0.6528	0.8459	0.9197
No log	5.1264	446	0.7678	0.6789	0.7678	0.8762
No log	5.1494	448	0.7420	0.6767	0.7420	0.8614
No log	5.1724	450	0.7530	0.6788	0.7530	0.8677
No log	5.1954	452	0.7762	0.6820	0.7762	0.8810
No log	5.2184	454	0.8258	0.6842	0.8258	0.9087
No log	5.2414	456	0.9009	0.6437	0.9009	0.9491
No log	5.2644	458	0.9033	0.6422	0.9033	0.9504
No log	5.2874	460	0.8803	0.6535	0.8803	0.9383
No log	5.3103	462	0.9343	0.6456	0.9343	0.9666
No log	5.3333	464	0.9692	0.6528	0.9692	0.9845
No log	5.3563	466	0.9514	0.6543	0.9514	0.9754
No log	5.3793	468	0.8584	0.6651	0.8584	0.9265
No log	5.4023	470	0.7604	0.7151	0.7604	0.8720
No log	5.4253	472	0.7227	0.7179	0.7227	0.8501
No log	5.4483	474	0.7178	0.7179	0.7178	0.8472
No log	5.4713	476	0.7446	0.6841	0.7446	0.8629
No log	5.4943	478	0.7743	0.6870	0.7743	0.8800
No log	5.5172	480	0.8184	0.6543	0.8184	0.9047
No log	5.5402	482	0.8079	0.6645	0.8079	0.8989
No log	5.5632	484	0.7455	0.6936	0.7455	0.8634
No log	5.5862	486	0.6760	0.7321	0.6760	0.8222
No log	5.6092	488	0.6628	0.7183	0.6628	0.8141
No log	5.6322	490	0.6762	0.7305	0.6762	0.8223
No log	5.6552	492	0.7250	0.6827	0.7250	0.8515
No log	5.6782	494	0.7982	0.6800	0.7982	0.8934
No log	5.7011	496	0.8311	0.6698	0.8311	0.9117
No log	5.7241	498	0.8549	0.6592	0.8549	0.9246
0.4079	5.7471	500	0.8397	0.6698	0.8397	0.9164
0.4079	5.7701	502	0.8604	0.6592	0.8604	0.9276
0.4079	5.7931	504	0.8867	0.6497	0.8867	0.9417
0.4079	5.8161	506	0.9079	0.6308	0.9079	0.9528
0.4079	5.8391	508	0.8875	0.6423	0.8875	0.9421
0.4079	5.8621	510	0.8457	0.6601	0.8457	0.9196
0.4079	5.8851	512	0.7961	0.6708	0.7961	0.8923
0.4079	5.9080	514	0.7752	0.6907	0.7752	0.8805
0.4079	5.9310	516	0.7971	0.6698	0.7971	0.8928
0.4079	5.9540	518	0.8340	0.6616	0.8340	0.9132
0.4079	5.9770	520	0.8361	0.6616	0.8361	0.9144
0.4079	6.0	522	0.8395	0.6657	0.8395	0.9162
0.4079	6.0230	524	0.8141	0.6739	0.8141	0.9023
0.4079	6.0460	526	0.8041	0.6705	0.8041	0.8967
0.4079	6.0690	528	0.7960	0.6746	0.7960	0.8922
0.4079	6.0920	530	0.7700	0.6769	0.7700	0.8775
0.4079	6.1149	532	0.7418	0.6890	0.7418	0.8613
0.4079	6.1379	534	0.7351	0.6973	0.7351	0.8574
0.4079	6.1609	536	0.7663	0.6848	0.7663	0.8754
0.4079	6.1839	538	0.7837	0.6755	0.7837	0.8853
0.4079	6.2069	540	0.7583	0.6883	0.7583	0.8708
0.4079	6.2299	542	0.7277	0.6883	0.7277	0.8530
0.4079	6.2529	544	0.6979	0.7042	0.6979	0.8354
0.4079	6.2759	546	0.7031	0.7059	0.7031	0.8385
0.4079	6.2989	548	0.7147	0.6927	0.7147	0.8454
0.4079	6.3218	550	0.7651	0.6883	0.7651	0.8747
0.4079	6.3448	552	0.8459	0.6751	0.8459	0.9197
0.4079	6.3678	554	0.9262	0.6524	0.9262	0.9624
0.4079	6.3908	556	0.9328	0.6524	0.9328	0.9658
0.4079	6.4138	558	0.8649	0.6685	0.8649	0.9300
0.4079	6.4368	560	0.7936	0.6600	0.7936	0.8909
0.4079	6.4598	562	0.7755	0.6666	0.7755	0.8806
0.4079	6.4828	564	0.7784	0.6666	0.7784	0.8823
0.4079	6.5057	566	0.7716	0.6666	0.7716	0.8784
0.4079	6.5287	568	0.7690	0.6666	0.7690	0.8769
0.4079	6.5517	570	0.7930	0.6714	0.7930	0.8905
0.4079	6.5747	572	0.8370	0.6573	0.8370	0.9149
0.4079	6.5977	574	0.8747	0.6550	0.8747	0.9353
0.4079	6.6207	576	0.9228	0.6464	0.9228	0.9606
0.4079	6.6437	578	0.9200	0.6464	0.9200	0.9592
0.4079	6.6667	580	0.8615	0.6550	0.8615	0.9282
0.4079	6.6897	582	0.8045	0.6614	0.8045	0.8969
0.4079	6.7126	584	0.7768	0.6727	0.7768	0.8814
0.4079	6.7356	586	0.7673	0.6727	0.7673	0.8759
0.4079	6.7586	588	0.7937	0.6710	0.7937	0.8909
0.4079	6.7816	590	0.8688	0.6409	0.8688	0.9321
0.4079	6.8046	592	0.9156	0.6221	0.9156	0.9569
0.4079	6.8276	594	0.9050	0.6221	0.9050	0.9513
0.4079	6.8506	596	0.8940	0.6235	0.8940	0.9455
0.4079	6.8736	598	0.8437	0.6490	0.8437	0.9185
0.4079	6.8966	600	0.8096	0.6649	0.8096	0.8998
0.4079	6.9195	602	0.8004	0.6720	0.8004	0.8946
0.4079	6.9425	604	0.8210	0.6623	0.8210	0.9061
0.4079	6.9655	606	0.8551	0.6730	0.8551	0.9247
0.4079	6.9885	608	0.8702	0.6712	0.8702	0.9328
0.4079	7.0115	610	0.8665	0.6712	0.8665	0.9308
0.4079	7.0345	612	0.8371	0.6685	0.8371	0.9149
0.4079	7.0575	614	0.8190	0.6690	0.8190	0.9050
0.4079	7.0805	616	0.8109	0.6652	0.8109	0.9005
0.4079	7.1034	618	0.8311	0.6492	0.8311	0.9117
0.4079	7.1264	620	0.8635	0.6582	0.8635	0.9293
0.4079	7.1494	622	0.8842	0.6601	0.8842	0.9403
0.4079	7.1724	624	0.8802	0.6519	0.8802	0.9382
0.4079	7.1954	626	0.8653	0.6511	0.8653	0.9302
0.4079	7.2184	628	0.8281	0.6431	0.8281	0.9100
0.4079	7.2414	630	0.7919	0.6593	0.7919	0.8899
0.4079	7.2644	632	0.7660	0.6637	0.7660	0.8752
0.4079	7.2874	634	0.7566	0.6637	0.7566	0.8698
0.4079	7.3103	636	0.7526	0.6637	0.7526	0.8675
0.4079	7.3333	638	0.7648	0.6633	0.7648	0.8745
0.4079	7.3563	640	0.7926	0.6741	0.7926	0.8903
0.4079	7.3793	642	0.8608	0.6501	0.8608	0.9278
0.4079	7.4023	644	0.9456	0.6394	0.9456	0.9724
0.4079	7.4253	646	0.9843	0.6019	0.9843	0.9921
0.4079	7.4483	648	0.9869	0.6087	0.9869	0.9934
0.4079	7.4713	650	0.9454	0.6065	0.9454	0.9723
0.4079	7.4943	652	0.9011	0.6140	0.9011	0.9493
0.4079	7.5172	654	0.8350	0.6474	0.8350	0.9138
0.4079	7.5402	656	0.7639	0.6735	0.7639	0.8740
0.4079	7.5632	658	0.7228	0.6973	0.7228	0.8502
0.4079	7.5862	660	0.6969	0.7037	0.6969	0.8348
0.4079	7.6092	662	0.6872	0.7365	0.6872	0.8290
0.4079	7.6322	664	0.6839	0.7307	0.6839	0.8270
0.4079	7.6552	666	0.6842	0.7307	0.6842	0.8271
0.4079	7.6782	668	0.6886	0.7365	0.6886	0.8298
0.4079	7.7011	670	0.6988	0.6939	0.6988	0.8360
0.4079	7.7241	672	0.7279	0.6973	0.7279	0.8531
0.4079	7.7471	674	0.7656	0.6899	0.7656	0.8750
0.4079	7.7701	676	0.7988	0.6839	0.7988	0.8937
0.4079	7.7931	678	0.8145	0.6729	0.8145	0.9025
0.4079	7.8161	680	0.8041	0.6745	0.8041	0.8967
0.4079	7.8391	682	0.7909	0.6754	0.7909	0.8893
0.4079	7.8621	684	0.7692	0.6893	0.7692	0.8770
0.4079	7.8851	686	0.7368	0.6936	0.7368	0.8584
0.4079	7.9080	688	0.7121	0.6882	0.7121	0.8439
0.4079	7.9310	690	0.7007	0.6882	0.7007	0.8371
0.4079	7.9540	692	0.7006	0.6949	0.7006	0.8370
0.4079	7.9770	694	0.7214	0.6882	0.7214	0.8493
0.4079	8.0	696	0.7383	0.6796	0.7383	0.8592
0.4079	8.0230	698	0.7527	0.6893	0.7527	0.8676
0.4079	8.0460	700	0.7674	0.6807	0.7674	0.8760
0.4079	8.0690	702	0.7714	0.6807	0.7714	0.8783
0.4079	8.0920	704	0.7780	0.6652	0.7780	0.8820
0.4079	8.1149	706	0.7642	0.6764	0.7642	0.8742
0.4079	8.1379	708	0.7341	0.6905	0.7341	0.8568
0.4079	8.1609	710	0.7269	0.6843	0.7269	0.8526
0.4079	8.1839	712	0.7278	0.6843	0.7278	0.8531
0.4079	8.2069	714	0.7375	0.6861	0.7375	0.8588
0.4079	8.2299	716	0.7504	0.6861	0.7504	0.8663
0.4079	8.2529	718	0.7800	0.6747	0.7800	0.8832
0.4079	8.2759	720	0.8013	0.6652	0.8013	0.8951
0.4079	8.2989	722	0.8288	0.6620	0.8288	0.9104
0.4079	8.3218	724	0.8246	0.6636	0.8246	0.9081
0.4079	8.3448	726	0.8007	0.6652	0.8007	0.8948
0.4079	8.3678	728	0.7775	0.6747	0.7775	0.8818
0.4079	8.3908	730	0.7554	0.6905	0.7554	0.8691
0.4079	8.4138	732	0.7352	0.6905	0.7352	0.8574
0.4079	8.4368	734	0.7168	0.6843	0.7168	0.8466
0.4079	8.4598	736	0.7006	0.6961	0.7006	0.8370
0.4079	8.4828	738	0.6941	0.7	0.6941	0.8331
0.4079	8.5057	740	0.7020	0.6961	0.7020	0.8379
0.4079	8.5287	742	0.7161	0.6942	0.7161	0.8462
0.4079	8.5517	744	0.7410	0.6800	0.7410	0.8608
0.4079	8.5747	746	0.7776	0.6793	0.7776	0.8818
0.4079	8.5977	748	0.8141	0.6497	0.8141	0.9023
0.4079	8.6207	750	0.8307	0.6474	0.8307	0.9114
0.4079	8.6437	752	0.8292	0.6543	0.8292	0.9106
0.4079	8.6667	754	0.8186	0.6636	0.8186	0.9048
0.4079	8.6897	756	0.7959	0.6652	0.7959	0.8922
0.4079	8.7126	758	0.7726	0.6764	0.7726	0.8790
0.4079	8.7356	760	0.7433	0.6893	0.7433	0.8621
0.4079	8.7586	762	0.7193	0.7003	0.7193	0.8481
0.4079	8.7816	764	0.7090	0.6955	0.7090	0.8420
0.4079	8.8046	766	0.7013	0.6937	0.7013	0.8374
0.4079	8.8276	768	0.7050	0.6937	0.7050	0.8397
0.4079	8.8506	770	0.7175	0.6972	0.7175	0.8471
0.4079	8.8736	772	0.7290	0.6918	0.7290	0.8538
0.4079	8.8966	774	0.7474	0.6800	0.7474	0.8645
0.4079	8.9195	776	0.7671	0.6800	0.7671	0.8758
0.4079	8.9425	778	0.7858	0.6747	0.7858	0.8865
0.4079	8.9655	780	0.8053	0.6652	0.8053	0.8974
0.4079	8.9885	782	0.8122	0.6636	0.8122	0.9012
0.4079	9.0115	784	0.8034	0.6652	0.8034	0.8963
0.4079	9.0345	786	0.7968	0.6652	0.7968	0.8926
0.4079	9.0575	788	0.7900	0.6590	0.7900	0.8888
0.4079	9.0805	790	0.7751	0.6800	0.7751	0.8804
0.4079	9.1034	792	0.7619	0.6800	0.7619	0.8729
0.4079	9.1264	794	0.7428	0.6898	0.7428	0.8619
0.4079	9.1494	796	0.7243	0.6898	0.7243	0.8511
0.4079	9.1724	798	0.7131	0.6880	0.7131	0.8445
0.4079	9.1954	800	0.7114	0.6880	0.7114	0.8435
0.4079	9.2184	802	0.7144	0.6880	0.7144	0.8452
0.4079	9.2414	804	0.7195	0.6942	0.7195	0.8482
0.4079	9.2644	806	0.7287	0.6942	0.7287	0.8537
0.4079	9.2874	808	0.7371	0.6898	0.7371	0.8585
0.4079	9.3103	810	0.7509	0.6898	0.7509	0.8666
0.4079	9.3333	812	0.7655	0.6800	0.7655	0.8750
0.4079	9.3563	814	0.7737	0.6800	0.7737	0.8796
0.4079	9.3793	816	0.7822	0.6764	0.7822	0.8844
0.4079	9.4023	818	0.7883	0.6747	0.7883	0.8878
0.4079	9.4253	820	0.7848	0.6861	0.7848	0.8859
0.4079	9.4483	822	0.7767	0.6861	0.7767	0.8813
0.4079	9.4713	824	0.7668	0.6800	0.7668	0.8757
0.4079	9.4943	826	0.7626	0.6800	0.7626	0.8733
0.4079	9.5172	828	0.7642	0.6800	0.7642	0.8742
0.4079	9.5402	830	0.7670	0.6861	0.7670	0.8758
0.4079	9.5632	832	0.7670	0.6861	0.7670	0.8758
0.4079	9.5862	834	0.7687	0.6861	0.7687	0.8768
0.4079	9.6092	836	0.7720	0.6861	0.7720	0.8786
0.4079	9.6322	838	0.7766	0.6861	0.7766	0.8813
0.4079	9.6552	840	0.7785	0.6861	0.7785	0.8823
0.4079	9.6782	842	0.7773	0.6935	0.7773	0.8817
0.4079	9.7011	844	0.7731	0.6923	0.7731	0.8792
0.4079	9.7241	846	0.7699	0.6923	0.7699	0.8775
0.4079	9.7471	848	0.7686	0.6923	0.7686	0.8767
0.4079	9.7701	850	0.7680	0.6923	0.7680	0.8763
0.4079	9.7931	852	0.7660	0.6923	0.7660	0.8752
0.4079	9.8161	854	0.7654	0.6923	0.7654	0.8749
0.4079	9.8391	856	0.7655	0.6923	0.7655	0.8749
0.4079	9.8621	858	0.7652	0.6923	0.7652	0.8748
0.4079	9.8851	860	0.7646	0.6923	0.7646	0.8744
0.4079	9.9080	862	0.7650	0.6923	0.7650	0.8747
0.4079	9.9310	864	0.7651	0.6923	0.7651	0.8747
0.4079	9.9540	866	0.7651	0.6923	0.7651	0.8747
0.4079	9.9770	868	0.7652	0.6923	0.7652	0.8747
0.4079	10.0	870	0.7653	0.6923	0.7653	0.8748

Framework versions

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