ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k12_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: 0.6876
• Qwk: 0.7082
• Mse: 0.6876
• Rmse: 0.8292

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	0.0267	2	5.2734	-0.0194	5.2734	2.2964
No log	0.0533	4	3.1807	0.0858	3.1807	1.7834
No log	0.08	6	1.8813	0.1211	1.8813	1.3716
No log	0.1067	8	1.4679	0.0513	1.4679	1.2116
No log	0.1333	10	1.6895	-0.0209	1.6895	1.2998
No log	0.16	12	1.5532	0.0077	1.5532	1.2463
No log	0.1867	14	1.4970	0.0701	1.4970	1.2235
No log	0.2133	16	1.3314	0.1061	1.3314	1.1539
No log	0.24	18	1.4204	0.0208	1.4204	1.1918
No log	0.2667	20	2.0203	0.0395	2.0203	1.4214
No log	0.2933	22	2.4361	0.0454	2.4361	1.5608
No log	0.32	24	2.2384	0.1021	2.2384	1.4961
No log	0.3467	26	1.7961	0.0389	1.7961	1.3402
No log	0.3733	28	1.4553	0.0187	1.4553	1.2064
No log	0.4	30	1.3041	0.1060	1.3041	1.1420
No log	0.4267	32	1.2873	0.1307	1.2873	1.1346
No log	0.4533	34	1.4701	0.0926	1.4701	1.2125
No log	0.48	36	1.8346	0.1225	1.8346	1.3545
No log	0.5067	38	1.6900	0.1720	1.6900	1.3000
No log	0.5333	40	1.3584	0.1845	1.3584	1.1655
No log	0.56	42	1.2334	0.2997	1.2334	1.1106
No log	0.5867	44	1.3590	0.3026	1.3590	1.1658
No log	0.6133	46	1.8572	0.1867	1.8572	1.3628
No log	0.64	48	3.0826	0.0694	3.0826	1.7557
No log	0.6667	50	3.6209	0.0538	3.6209	1.9029
No log	0.6933	52	3.0593	0.0468	3.0593	1.7491
No log	0.72	54	2.0883	0.1637	2.0883	1.4451
No log	0.7467	56	1.6442	0.1956	1.6442	1.2822
No log	0.7733	58	1.5143	0.1639	1.5143	1.2306
No log	0.8	60	1.4119	0.1207	1.4119	1.1882
No log	0.8267	62	1.4026	0.1139	1.4026	1.1843
No log	0.8533	64	1.4464	0.1392	1.4464	1.2027
No log	0.88	66	1.5435	0.1360	1.5435	1.2424
No log	0.9067	68	1.4956	0.1308	1.4956	1.2230
No log	0.9333	70	1.2837	0.1865	1.2837	1.1330
No log	0.96	72	1.1433	0.2427	1.1433	1.0693
No log	0.9867	74	1.1043	0.3023	1.1043	1.0508
No log	1.0133	76	1.0863	0.2982	1.0863	1.0422
No log	1.04	78	1.1006	0.3059	1.1006	1.0491
No log	1.0667	80	1.1415	0.3106	1.1415	1.0684
No log	1.0933	82	1.0454	0.3784	1.0454	1.0225
No log	1.12	84	0.9500	0.4101	0.9500	0.9747
No log	1.1467	86	1.0149	0.4614	1.0149	1.0074
No log	1.1733	88	1.0285	0.4608	1.0285	1.0141
No log	1.2	90	1.1302	0.4446	1.1302	1.0631
No log	1.2267	92	1.2499	0.4329	1.2499	1.1180
No log	1.2533	94	1.2073	0.4426	1.2073	1.0988
No log	1.28	96	1.0637	0.4815	1.0637	1.0314
No log	1.3067	98	1.2978	0.4426	1.2978	1.1392
No log	1.3333	100	1.4394	0.4495	1.4394	1.1998
No log	1.3600	102	1.1820	0.4418	1.1820	1.0872
No log	1.3867	104	0.9198	0.5024	0.9198	0.9591
No log	1.4133	106	0.8467	0.5353	0.8467	0.9201
No log	1.44	108	0.8465	0.5258	0.8465	0.9200
No log	1.4667	110	0.9506	0.4600	0.9506	0.9750
No log	1.4933	112	1.0451	0.4392	1.0451	1.0223
No log	1.52	114	0.9535	0.4984	0.9535	0.9765
No log	1.5467	116	0.8324	0.5701	0.8324	0.9123
No log	1.5733	118	0.8365	0.6059	0.8365	0.9146
No log	1.6	120	0.9301	0.5511	0.9301	0.9644
No log	1.6267	122	0.9326	0.5931	0.9326	0.9657
No log	1.6533	124	0.9099	0.5817	0.9099	0.9539
No log	1.6800	126	0.9369	0.6057	0.9369	0.9679
No log	1.7067	128	0.8962	0.6032	0.8962	0.9467
No log	1.7333	130	0.9270	0.6042	0.9270	0.9628
No log	1.76	132	1.0207	0.5505	1.0207	1.0103
No log	1.7867	134	1.0380	0.5136	1.0380	1.0188
No log	1.8133	136	0.8226	0.6148	0.8226	0.9070
No log	1.8400	138	0.8561	0.5781	0.8561	0.9252
No log	1.8667	140	1.2968	0.4214	1.2968	1.1388
No log	1.8933	142	1.2504	0.4431	1.2504	1.1182
No log	1.92	144	0.8632	0.5404	0.8632	0.9291
No log	1.9467	146	0.7445	0.6553	0.7445	0.8629
No log	1.9733	148	0.9362	0.5590	0.9362	0.9676
No log	2.0	150	0.9374	0.5282	0.9374	0.9682
No log	2.0267	152	0.7845	0.6579	0.7845	0.8857
No log	2.0533	154	0.7613	0.6649	0.7613	0.8725
No log	2.08	156	0.7962	0.6073	0.7962	0.8923
No log	2.1067	158	0.7945	0.6488	0.7945	0.8914
No log	2.1333	160	0.8795	0.5985	0.8795	0.9378
No log	2.16	162	0.8474	0.6484	0.8474	0.9205
No log	2.1867	164	0.7908	0.6734	0.7908	0.8893
No log	2.2133	166	0.8040	0.6737	0.8040	0.8966
No log	2.24	168	0.8285	0.6748	0.8285	0.9102
No log	2.2667	170	0.8418	0.6191	0.8418	0.9175
No log	2.2933	172	0.8128	0.6775	0.8128	0.9015
No log	2.32	174	0.8366	0.6116	0.8366	0.9146
No log	2.3467	176	0.9106	0.5945	0.9106	0.9542
No log	2.3733	178	0.8606	0.5745	0.8606	0.9277
No log	2.4	180	0.7620	0.6415	0.7620	0.8729
No log	2.4267	182	0.7126	0.6784	0.7126	0.8442
No log	2.4533	184	0.7394	0.6369	0.7394	0.8599
No log	2.48	186	0.8012	0.5966	0.8012	0.8951
No log	2.5067	188	0.7763	0.5587	0.7763	0.8811
No log	2.5333	190	0.7600	0.6231	0.7600	0.8718
No log	2.56	192	0.9053	0.6095	0.9053	0.9515
No log	2.5867	194	0.9215	0.5889	0.9215	0.9599
No log	2.6133	196	0.7777	0.6149	0.7777	0.8819
No log	2.64	198	0.7446	0.6640	0.7446	0.8629
No log	2.6667	200	0.7930	0.6311	0.7930	0.8905
No log	2.6933	202	0.7847	0.6269	0.7847	0.8858
No log	2.7200	204	0.7810	0.6289	0.7810	0.8837
No log	2.7467	206	0.8463	0.6287	0.8463	0.9200
No log	2.7733	208	0.9515	0.6326	0.9515	0.9755
No log	2.8	210	0.8729	0.6120	0.8729	0.9343
No log	2.8267	212	0.8104	0.6217	0.8104	0.9002
No log	2.8533	214	0.7498	0.6671	0.7498	0.8659
No log	2.88	216	0.7571	0.6459	0.7571	0.8701
No log	2.9067	218	0.8163	0.6106	0.8163	0.9035
No log	2.9333	220	0.8380	0.5787	0.8380	0.9154
No log	2.96	222	0.7736	0.5925	0.7736	0.8795
No log	2.9867	224	0.7356	0.6294	0.7356	0.8577
No log	3.0133	226	0.7391	0.6294	0.7391	0.8597
No log	3.04	228	0.7663	0.6592	0.7663	0.8754
No log	3.0667	230	0.8551	0.6078	0.8551	0.9247
No log	3.0933	232	0.8940	0.6093	0.8940	0.9455
No log	3.12	234	0.9188	0.6092	0.9188	0.9585
No log	3.1467	236	0.8341	0.6135	0.8341	0.9133
No log	3.1733	238	0.7703	0.6623	0.7703	0.8777
No log	3.2	240	0.8420	0.5987	0.8420	0.9176
No log	3.2267	242	0.9214	0.5753	0.9214	0.9599
No log	3.2533	244	0.9269	0.5633	0.9269	0.9627
No log	3.2800	246	0.7893	0.6118	0.7893	0.8884
No log	3.3067	248	0.7113	0.6795	0.7113	0.8434
No log	3.3333	250	0.7065	0.6809	0.7065	0.8406
No log	3.36	252	0.7011	0.6799	0.7011	0.8373
No log	3.3867	254	0.6823	0.6918	0.6823	0.8260
No log	3.4133	256	0.6876	0.6940	0.6876	0.8292
No log	3.44	258	0.7466	0.6925	0.7466	0.8641
No log	3.4667	260	0.8370	0.6583	0.8370	0.9149
No log	3.4933	262	0.9084	0.6088	0.9084	0.9531
No log	3.52	264	0.8609	0.6185	0.8609	0.9279
No log	3.5467	266	0.7505	0.6257	0.7505	0.8663
No log	3.5733	268	0.7188	0.6136	0.7188	0.8478
No log	3.6	270	0.7536	0.6022	0.7536	0.8681
No log	3.6267	272	0.7687	0.6027	0.7687	0.8768
No log	3.6533	274	0.6964	0.6286	0.6964	0.8345
No log	3.68	276	0.6674	0.6904	0.6674	0.8169
No log	3.7067	278	0.6677	0.6766	0.6677	0.8171
No log	3.7333	280	0.6629	0.6759	0.6629	0.8142
No log	3.76	282	0.6385	0.6922	0.6385	0.7991
No log	3.7867	284	0.6695	0.6919	0.6695	0.8182
No log	3.8133	286	0.6984	0.6786	0.6984	0.8357
No log	3.84	288	0.7185	0.6607	0.7185	0.8476
No log	3.8667	290	0.7222	0.6216	0.7222	0.8499
No log	3.8933	292	0.6925	0.5980	0.6925	0.8322
No log	3.92	294	0.6740	0.6142	0.6740	0.8210
No log	3.9467	296	0.6726	0.6250	0.6726	0.8201
No log	3.9733	298	0.6829	0.6423	0.6829	0.8263
No log	4.0	300	0.6640	0.6609	0.6640	0.8149
No log	4.0267	302	0.6565	0.6762	0.6565	0.8103
No log	4.0533	304	0.6544	0.6769	0.6544	0.8089
No log	4.08	306	0.6654	0.6836	0.6654	0.8157
No log	4.1067	308	0.7351	0.6767	0.7351	0.8574
No log	4.1333	310	0.7814	0.6716	0.7814	0.8840
No log	4.16	312	0.7582	0.6803	0.7582	0.8707
No log	4.1867	314	0.6856	0.6849	0.6856	0.8280
No log	4.2133	316	0.6525	0.6497	0.6525	0.8078
No log	4.24	318	0.6586	0.6564	0.6586	0.8115
No log	4.2667	320	0.6599	0.6612	0.6599	0.8123
No log	4.2933	322	0.7133	0.6686	0.7133	0.8446
No log	4.32	324	0.8560	0.6490	0.8560	0.9252
No log	4.3467	326	0.9158	0.6358	0.9158	0.9570
No log	4.3733	328	0.8519	0.6316	0.8519	0.9230
No log	4.4	330	0.7211	0.6484	0.7211	0.8492
No log	4.4267	332	0.6907	0.6165	0.6907	0.8311
No log	4.4533	334	0.7196	0.6162	0.7196	0.8483
No log	4.48	336	0.6857	0.6369	0.6857	0.8281
No log	4.5067	338	0.6756	0.6471	0.6756	0.8220
No log	4.5333	340	0.7715	0.6717	0.7715	0.8784
No log	4.5600	342	0.8695	0.6337	0.8695	0.9325
No log	4.5867	344	0.8355	0.6375	0.8355	0.9140
No log	4.6133	346	0.8237	0.6498	0.8237	0.9076
No log	4.64	348	0.8207	0.6560	0.8207	0.9059
No log	4.6667	350	0.7904	0.6549	0.7904	0.8891
No log	4.6933	352	0.7509	0.6814	0.7509	0.8666
No log	4.72	354	0.7053	0.6832	0.7053	0.8398
No log	4.7467	356	0.6980	0.6926	0.6980	0.8354
No log	4.7733	358	0.7152	0.6777	0.7152	0.8457
No log	4.8	360	0.7121	0.6840	0.7121	0.8439
No log	4.8267	362	0.7664	0.6566	0.7664	0.8754
No log	4.8533	364	0.7673	0.6669	0.7673	0.8760
No log	4.88	366	0.7244	0.6790	0.7244	0.8511
No log	4.9067	368	0.6652	0.6793	0.6652	0.8156
No log	4.9333	370	0.6563	0.6717	0.6563	0.8101
No log	4.96	372	0.6562	0.6580	0.6562	0.8101
No log	4.9867	374	0.6582	0.6580	0.6582	0.8113
No log	5.0133	376	0.6820	0.6559	0.6820	0.8258
No log	5.04	378	0.7076	0.6773	0.7076	0.8412
No log	5.0667	380	0.7129	0.6773	0.7129	0.8443
No log	5.0933	382	0.6872	0.6671	0.6872	0.8290
No log	5.12	384	0.6968	0.6781	0.6968	0.8348
No log	5.1467	386	0.7213	0.6820	0.7213	0.8493
No log	5.1733	388	0.7465	0.6696	0.7465	0.8640
No log	5.2	390	0.7138	0.6728	0.7138	0.8449
No log	5.2267	392	0.6715	0.6761	0.6715	0.8194
No log	5.2533	394	0.6666	0.6436	0.6666	0.8164
No log	5.28	396	0.6825	0.6753	0.6825	0.8261
No log	5.3067	398	0.6774	0.6761	0.6774	0.8231
No log	5.3333	400	0.6681	0.6699	0.6681	0.8174
No log	5.36	402	0.6534	0.6748	0.6534	0.8084
No log	5.3867	404	0.6476	0.6744	0.6476	0.8047
No log	5.4133	406	0.6625	0.7054	0.6625	0.8139
No log	5.44	408	0.6606	0.6994	0.6606	0.8128
No log	5.4667	410	0.6588	0.7058	0.6588	0.8117
No log	5.4933	412	0.6596	0.7244	0.6596	0.8121
No log	5.52	414	0.6642	0.7185	0.6642	0.8150
No log	5.5467	416	0.6628	0.6921	0.6628	0.8141
No log	5.5733	418	0.6670	0.6961	0.6670	0.8167
No log	5.6	420	0.6597	0.6894	0.6597	0.8122
No log	5.6267	422	0.6703	0.7188	0.6703	0.8187
No log	5.6533	424	0.6984	0.7038	0.6984	0.8357
No log	5.68	426	0.6918	0.7049	0.6918	0.8317
No log	5.7067	428	0.6403	0.7436	0.6403	0.8002
No log	5.7333	430	0.6202	0.7305	0.6202	0.7875
No log	5.76	432	0.6218	0.7462	0.6218	0.7886
No log	5.7867	434	0.6539	0.7165	0.6539	0.8086
No log	5.8133	436	0.7684	0.6816	0.7684	0.8766
No log	5.84	438	0.8458	0.6366	0.8458	0.9197
No log	5.8667	440	0.8276	0.6511	0.8276	0.9097
No log	5.8933	442	0.7771	0.6556	0.7771	0.8816
No log	5.92	444	0.6861	0.6983	0.6861	0.8283
No log	5.9467	446	0.6475	0.6728	0.6475	0.8047
No log	5.9733	448	0.6400	0.6741	0.6400	0.8000
No log	6.0	450	0.6473	0.6792	0.6473	0.8046
No log	6.0267	452	0.6691	0.6747	0.6691	0.8180
No log	6.0533	454	0.7323	0.7090	0.7323	0.8557
No log	6.08	456	0.8313	0.6382	0.8313	0.9118
No log	6.1067	458	0.8709	0.6382	0.8709	0.9332
No log	6.1333	460	0.8296	0.6517	0.8296	0.9108
No log	6.16	462	0.7547	0.6888	0.7547	0.8687
No log	6.1867	464	0.6993	0.7237	0.6993	0.8362
No log	6.2133	466	0.6725	0.7320	0.6725	0.8201
No log	6.24	468	0.6543	0.7189	0.6543	0.8089
No log	6.2667	470	0.6610	0.7299	0.6610	0.8130
No log	6.2933	472	0.6924	0.7195	0.6924	0.8321
No log	6.32	474	0.7444	0.7102	0.7444	0.8628
No log	6.3467	476	0.7676	0.7045	0.7676	0.8761
No log	6.3733	478	0.7994	0.6835	0.7994	0.8941
No log	6.4	480	0.7988	0.6774	0.7988	0.8937
No log	6.4267	482	0.7932	0.6719	0.7932	0.8906
No log	6.4533	484	0.7534	0.6864	0.7534	0.8680
No log	6.48	486	0.6874	0.6991	0.6874	0.8291
No log	6.5067	488	0.6395	0.7304	0.6395	0.7997
No log	6.5333	490	0.6306	0.7143	0.6306	0.7941
No log	6.5600	492	0.6326	0.7078	0.6326	0.7954
No log	6.5867	494	0.6313	0.6891	0.6313	0.7945
No log	6.6133	496	0.6343	0.6841	0.6343	0.7964
No log	6.64	498	0.6463	0.7108	0.6463	0.8039
0.4567	6.6667	500	0.6583	0.7190	0.6583	0.8113
0.4567	6.6933	502	0.6516	0.7304	0.6516	0.8072
0.4567	6.72	504	0.6563	0.7371	0.6563	0.8101
0.4567	6.7467	506	0.6641	0.7283	0.6641	0.8150
0.4567	6.7733	508	0.6760	0.7283	0.6760	0.8222
0.4567	6.8	510	0.7089	0.7101	0.7089	0.8420
0.4567	6.8267	512	0.7808	0.6807	0.7808	0.8836
0.4567	6.8533	514	0.8753	0.6671	0.8753	0.9356
0.4567	6.88	516	0.9681	0.6215	0.9681	0.9839
0.4567	6.9067	518	0.9876	0.6200	0.9876	0.9938
0.4567	6.9333	520	0.9289	0.6514	0.9289	0.9638
0.4567	6.96	522	0.8407	0.6540	0.8407	0.9169
0.4567	6.9867	524	0.7588	0.6898	0.7588	0.8711
0.4567	7.0133	526	0.6874	0.7210	0.6874	0.8291
0.4567	7.04	528	0.6402	0.7181	0.6402	0.8001
0.4567	7.0667	530	0.6260	0.7209	0.6260	0.7912
0.4567	7.0933	532	0.6234	0.7248	0.6234	0.7895
0.4567	7.12	534	0.6370	0.7269	0.6370	0.7981
0.4567	7.1467	536	0.6800	0.7076	0.6800	0.8246
0.4567	7.1733	538	0.7367	0.6960	0.7367	0.8583
0.4567	7.2	540	0.7628	0.6834	0.7628	0.8734
0.4567	7.2267	542	0.7449	0.6953	0.7449	0.8631
0.4567	7.2533	544	0.6976	0.7025	0.6976	0.8352
0.4567	7.28	546	0.6492	0.7196	0.6492	0.8058
0.4567	7.3067	548	0.6245	0.7321	0.6245	0.7903
0.4567	7.3333	550	0.6198	0.7327	0.6198	0.7873
0.4567	7.36	552	0.6263	0.7375	0.6263	0.7914
0.4567	7.3867	554	0.6588	0.7219	0.6588	0.8117
0.4567	7.4133	556	0.6911	0.7209	0.6911	0.8313
0.4567	7.44	558	0.7457	0.6815	0.7457	0.8636
0.4567	7.4667	560	0.8180	0.6441	0.8180	0.9044
0.4567	7.4933	562	0.8435	0.6506	0.8435	0.9184
0.4567	7.52	564	0.8363	0.6441	0.8363	0.9145
0.4567	7.5467	566	0.7918	0.6449	0.7918	0.8898
0.4567	7.5733	568	0.7331	0.6711	0.7331	0.8562
0.4567	7.6	570	0.7004	0.7112	0.7004	0.8369
0.4567	7.6267	572	0.6967	0.7112	0.6967	0.8347
0.4567	7.6533	574	0.7191	0.7112	0.7191	0.8480
0.4567	7.68	576	0.7350	0.6674	0.7350	0.8573
0.4567	7.7067	578	0.7318	0.6711	0.7318	0.8555
0.4567	7.7333	580	0.7241	0.6777	0.7241	0.8510
0.4567	7.76	582	0.7016	0.6859	0.7016	0.8376
0.4567	7.7867	584	0.6752	0.7057	0.6752	0.8217
0.4567	7.8133	586	0.6645	0.7078	0.6645	0.8152
0.4567	7.84	588	0.6600	0.6879	0.6600	0.8124
0.4567	7.8667	590	0.6658	0.6912	0.6658	0.8160
0.4567	7.8933	592	0.6748	0.6953	0.6748	0.8214
0.4567	7.92	594	0.6708	0.6995	0.6708	0.8190
0.4567	7.9467	596	0.6764	0.6816	0.6764	0.8225
0.4567	7.9733	598	0.6696	0.7027	0.6696	0.8183
0.4567	8.0	600	0.6748	0.7221	0.6748	0.8214
0.4567	8.0267	602	0.6863	0.6983	0.6863	0.8284
0.4567	8.0533	604	0.6988	0.6937	0.6988	0.8359
0.4567	8.08	606	0.6957	0.7068	0.6957	0.8341
0.4567	8.1067	608	0.6939	0.7068	0.6939	0.8330
0.4567	8.1333	610	0.6846	0.7151	0.6846	0.8274
0.4567	8.16	612	0.6666	0.7286	0.6666	0.8165
0.4567	8.1867	614	0.6676	0.7286	0.6676	0.8170
0.4567	8.2133	616	0.6928	0.6994	0.6928	0.8323
0.4567	8.24	618	0.7044	0.6987	0.7044	0.8393
0.4567	8.2667	620	0.7179	0.6873	0.7179	0.8473
0.4567	8.2933	622	0.7281	0.6911	0.7281	0.8533
0.4567	8.32	624	0.7286	0.6911	0.7286	0.8536
0.4567	8.3467	626	0.7253	0.6911	0.7253	0.8517
0.4567	8.3733	628	0.6941	0.7154	0.6941	0.8331
0.4567	8.4	630	0.6595	0.7181	0.6595	0.8121
0.4567	8.4267	632	0.6449	0.7286	0.6449	0.8030
0.4567	8.4533	634	0.6333	0.7416	0.6333	0.7958
0.4567	8.48	636	0.6293	0.7354	0.6293	0.7933
0.4567	8.5067	638	0.6405	0.7416	0.6405	0.8003
0.4567	8.5333	640	0.6658	0.7181	0.6658	0.8160
0.4567	8.56	642	0.7069	0.6911	0.7069	0.8408
0.4567	8.5867	644	0.7480	0.6741	0.7480	0.8649
0.4567	8.6133	646	0.7599	0.6481	0.7599	0.8717
0.4567	8.64	648	0.7511	0.6481	0.7511	0.8667
0.4567	8.6667	650	0.7252	0.6639	0.7252	0.8516
0.4567	8.6933	652	0.7006	0.6995	0.7006	0.8370
0.4567	8.72	654	0.6886	0.7145	0.6886	0.8298
0.4567	8.7467	656	0.6803	0.7106	0.6803	0.8248
0.4567	8.7733	658	0.6764	0.7106	0.6764	0.8224
0.4567	8.8	660	0.6718	0.7257	0.6718	0.8196
0.4567	8.8267	662	0.6622	0.7286	0.6622	0.8138
0.4567	8.8533	664	0.6531	0.7286	0.6531	0.8082
0.4567	8.88	666	0.6527	0.7286	0.6527	0.8079
0.4567	8.9067	668	0.6491	0.7286	0.6491	0.8057
0.4567	8.9333	670	0.6532	0.7286	0.6532	0.8082
0.4567	8.96	672	0.6634	0.7286	0.6634	0.8145
0.4567	8.9867	674	0.6694	0.7181	0.6694	0.8182
0.4567	9.0133	676	0.6665	0.7181	0.6665	0.8164
0.4567	9.04	678	0.6566	0.7286	0.6566	0.8103
0.4567	9.0667	680	0.6498	0.7286	0.6498	0.8061
0.4567	9.0933	682	0.6505	0.7286	0.6505	0.8065
0.4567	9.12	684	0.6613	0.7181	0.6613	0.8132
0.4567	9.1467	686	0.6795	0.7112	0.6795	0.8243
0.4567	9.1733	688	0.7009	0.7082	0.7009	0.8372
0.4567	9.2	690	0.7206	0.7049	0.7206	0.8489
0.4567	9.2267	692	0.7301	0.7005	0.7301	0.8545
0.4567	9.2533	694	0.7345	0.7005	0.7345	0.8570
0.4567	9.28	696	0.7332	0.7005	0.7332	0.8563
0.4567	9.3067	698	0.7243	0.7049	0.7243	0.8510
0.4567	9.3333	700	0.7113	0.7181	0.7113	0.8434
0.4567	9.36	702	0.6988	0.7082	0.6988	0.8359
0.4567	9.3867	704	0.6839	0.6982	0.6839	0.8270
0.4567	9.4133	706	0.6783	0.7116	0.6783	0.8236
0.4567	9.44	708	0.6747	0.7116	0.6747	0.8214
0.4567	9.4667	710	0.6753	0.7047	0.6753	0.8218
0.4567	9.4933	712	0.6741	0.7067	0.6741	0.8210
0.4567	9.52	714	0.6719	0.7067	0.6719	0.8197
0.4567	9.5467	716	0.6737	0.7067	0.6737	0.8208
0.4567	9.5733	718	0.6767	0.7106	0.6767	0.8226
0.4567	9.6	720	0.6790	0.7106	0.6790	0.8240
0.4567	9.6267	722	0.6812	0.7085	0.6812	0.8254
0.4567	9.6533	724	0.6838	0.7124	0.6838	0.8269
0.4567	9.68	726	0.6871	0.7124	0.6871	0.8289
0.4567	9.7067	728	0.6899	0.7082	0.6899	0.8306
0.4567	9.7333	730	0.6928	0.7082	0.6928	0.8324
0.4567	9.76	732	0.6947	0.7018	0.6947	0.8335
0.4567	9.7867	734	0.6954	0.7018	0.6954	0.8339
0.4567	9.8133	736	0.6944	0.6980	0.6944	0.8333
0.4567	9.84	738	0.6929	0.6980	0.6929	0.8324
0.4567	9.8667	740	0.6906	0.6980	0.6906	0.8310
0.4567	9.8933	742	0.6885	0.7082	0.6885	0.8297
0.4567	9.92	744	0.6877	0.7082	0.6877	0.8293
0.4567	9.9467	746	0.6875	0.7185	0.6875	0.8291
0.4567	9.9733	748	0.6877	0.7082	0.6877	0.8293
0.4567	10.0	750	0.6876	0.7082	0.6876	0.8292

Framework versions

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