ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k16_task7_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: 0.8416
• Qwk: 0.3819
• Mse: 0.8416
• Rmse: 0.9174

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	0.0488	2	2.4244	-0.0646	2.4244	1.5570
No log	0.0976	4	1.0756	0.1941	1.0756	1.0371
No log	0.1463	6	0.9139	-0.1462	0.9139	0.9560
No log	0.1951	8	0.8039	0.1184	0.8039	0.8966
No log	0.2439	10	0.7619	0.1184	0.7619	0.8729
No log	0.2927	12	0.7183	0.0481	0.7183	0.8475
No log	0.3415	14	0.7614	0.0937	0.7614	0.8726
No log	0.3902	16	0.7980	0.1372	0.7980	0.8933
No log	0.4390	18	0.9443	0.2381	0.9443	0.9717
No log	0.4878	20	0.8694	0.2526	0.8694	0.9324
No log	0.5366	22	0.7240	0.0481	0.7240	0.8509
No log	0.5854	24	0.7275	0.1561	0.7275	0.8529
No log	0.6341	26	0.8879	0.1822	0.8879	0.9423
No log	0.6829	28	1.0007	0.0338	1.0007	1.0003
No log	0.7317	30	1.1734	-0.2407	1.1734	1.0833
No log	0.7805	32	1.2328	-0.2346	1.2328	1.1103
No log	0.8293	34	1.0013	0.0	1.0013	1.0006
No log	0.8780	36	0.8515	0.0	0.8515	0.9227
No log	0.9268	38	0.7939	0.0295	0.7939	0.8910
No log	0.9756	40	0.7659	0.0798	0.7659	0.8751
No log	1.0244	42	0.7480	0.0840	0.7480	0.8649
No log	1.0732	44	0.7429	0.0840	0.7429	0.8619
No log	1.1220	46	0.7236	0.2046	0.7236	0.8507
No log	1.1707	48	0.7094	0.2046	0.7094	0.8423
No log	1.2195	50	0.7057	0.1184	0.7057	0.8401
No log	1.2683	52	0.6879	0.1184	0.6879	0.8294
No log	1.3171	54	0.6804	0.1184	0.6804	0.8249
No log	1.3659	56	0.6690	0.2467	0.6690	0.8179
No log	1.4146	58	0.7436	0.2726	0.7436	0.8623
No log	1.4634	60	0.8258	0.3231	0.8258	0.9088
No log	1.5122	62	0.8954	0.3347	0.8954	0.9463
No log	1.5610	64	0.8647	0.3169	0.8647	0.9299
No log	1.6098	66	0.7623	0.2632	0.7623	0.8731
No log	1.6585	68	0.6864	0.1972	0.6864	0.8285
No log	1.7073	70	0.6656	0.1699	0.6656	0.8158
No log	1.7561	72	0.7241	0.1918	0.7241	0.8509
No log	1.8049	74	0.8622	0.1672	0.8622	0.9286
No log	1.8537	76	0.7737	0.2227	0.7737	0.8796
No log	1.9024	78	0.7345	0.1264	0.7345	0.8570
No log	1.9512	80	0.6902	0.2360	0.6902	0.8308
No log	2.0	82	0.8190	0.3313	0.8190	0.9050
No log	2.0488	84	0.9237	0.3579	0.9237	0.9611
No log	2.0976	86	0.8017	0.2984	0.8017	0.8954
No log	2.1463	88	0.6763	0.3738	0.6763	0.8224
No log	2.1951	90	0.8838	0.3347	0.8838	0.9401
No log	2.2439	92	1.0225	0.3264	1.0225	1.0112
No log	2.2927	94	0.9398	0.3890	0.9398	0.9694
No log	2.3415	96	0.7722	0.3869	0.7722	0.8788
No log	2.3902	98	0.6839	0.2862	0.6839	0.8270
No log	2.4390	100	0.7836	0.3252	0.7836	0.8852
No log	2.4878	102	0.8038	0.3570	0.8038	0.8965
No log	2.5366	104	0.7555	0.3214	0.7555	0.8692
No log	2.5854	106	0.6975	0.3022	0.6975	0.8351
No log	2.6341	108	0.6642	0.2379	0.6642	0.8150
No log	2.6829	110	0.6692	0.3050	0.6692	0.8181
No log	2.7317	112	0.6893	0.3545	0.6893	0.8302
No log	2.7805	114	0.7828	0.3918	0.7828	0.8848
No log	2.8293	116	0.8135	0.3060	0.8135	0.9020
No log	2.8780	118	0.7680	0.2784	0.7680	0.8764
No log	2.9268	120	0.7706	0.2558	0.7706	0.8778
No log	2.9756	122	0.8605	0.1727	0.8605	0.9276
No log	3.0244	124	0.9593	0.1175	0.9593	0.9794
No log	3.0732	126	0.9430	0.2239	0.9430	0.9711
No log	3.1220	128	0.8969	0.2728	0.8969	0.9471
No log	3.1707	130	0.8468	0.3193	0.8468	0.9202
No log	3.2195	132	0.7677	0.3333	0.7677	0.8762
No log	3.2683	134	0.7595	0.3126	0.7595	0.8715
No log	3.3171	136	0.8471	0.2154	0.8471	0.9204
No log	3.3659	138	0.8241	0.1538	0.8241	0.9078
No log	3.4146	140	0.7455	0.2688	0.7455	0.8634
No log	3.4634	142	0.7146	0.3285	0.7146	0.8453
No log	3.5122	144	0.7458	0.2095	0.7458	0.8636
No log	3.5610	146	0.7666	0.2508	0.7666	0.8756
No log	3.6098	148	0.7629	0.2777	0.7629	0.8734
No log	3.6585	150	0.7652	0.2551	0.7652	0.8747
No log	3.7073	152	0.8005	0.2835	0.8005	0.8947
No log	3.7561	154	0.8629	0.3379	0.8629	0.9289
No log	3.8049	156	0.9012	0.3699	0.9012	0.9493
No log	3.8537	158	0.8787	0.3483	0.8787	0.9374
No log	3.9024	160	0.7907	0.3329	0.7907	0.8892
No log	3.9512	162	0.7795	0.3441	0.7795	0.8829
No log	4.0	164	0.7685	0.3299	0.7685	0.8766
No log	4.0488	166	0.7615	0.3209	0.7615	0.8727
No log	4.0976	168	0.7668	0.3770	0.7668	0.8757
No log	4.1463	170	0.8832	0.4080	0.8832	0.9398
No log	4.1951	172	0.8982	0.4080	0.8982	0.9478
No log	4.2439	174	0.7574	0.4624	0.7574	0.8703
No log	4.2927	176	0.6620	0.2813	0.6620	0.8136
No log	4.3415	178	0.6500	0.2561	0.6500	0.8062
No log	4.3902	180	0.6535	0.3088	0.6535	0.8084
No log	4.4390	182	0.6948	0.4350	0.6948	0.8335
No log	4.4878	184	0.6847	0.4112	0.6847	0.8274
No log	4.5366	186	0.7315	0.4880	0.7315	0.8553
No log	4.5854	188	0.7698	0.5009	0.7698	0.8774
No log	4.6341	190	0.7363	0.4947	0.7363	0.8581
No log	4.6829	192	0.7379	0.4531	0.7379	0.8590
No log	4.7317	194	0.7141	0.3700	0.7141	0.8450
No log	4.7805	196	0.7017	0.4315	0.7017	0.8377
No log	4.8293	198	0.7002	0.4247	0.7002	0.8368
No log	4.8780	200	0.7047	0.3972	0.7047	0.8395
No log	4.9268	202	0.6512	0.3572	0.6512	0.8070
No log	4.9756	204	0.6530	0.3603	0.6530	0.8081
No log	5.0244	206	0.7088	0.4005	0.7088	0.8419
No log	5.0732	208	0.7161	0.3635	0.7161	0.8462
No log	5.1220	210	0.6684	0.3129	0.6684	0.8176
No log	5.1707	212	0.7013	0.3372	0.7013	0.8374
No log	5.2195	214	0.8378	0.4230	0.8378	0.9153
No log	5.2683	216	0.8296	0.4230	0.8296	0.9108
No log	5.3171	218	0.7363	0.4708	0.7363	0.8581
No log	5.3659	220	0.6994	0.4224	0.6994	0.8363
No log	5.4146	222	0.7122	0.4387	0.7122	0.8439
No log	5.4634	224	0.7870	0.4624	0.7870	0.8871
No log	5.5122	226	0.7667	0.4624	0.7668	0.8756
No log	5.5610	228	0.7127	0.4387	0.7127	0.8442
No log	5.6098	230	0.7166	0.4873	0.7166	0.8465
No log	5.6585	232	0.6970	0.4644	0.6970	0.8348
No log	5.7073	234	0.7268	0.4424	0.7268	0.8525
No log	5.7561	236	0.7598	0.4404	0.7598	0.8716
No log	5.8049	238	0.7381	0.4624	0.7381	0.8591
No log	5.8537	240	0.6619	0.3127	0.6619	0.8136
No log	5.9024	242	0.6454	0.2622	0.6454	0.8034
No log	5.9512	244	0.6367	0.2327	0.6367	0.7979
No log	6.0	246	0.6408	0.2981	0.6408	0.8005
No log	6.0488	248	0.7028	0.2967	0.7028	0.8384
No log	6.0976	250	0.8322	0.4255	0.8322	0.9122
No log	6.1463	252	0.8348	0.4228	0.8348	0.9137
No log	6.1951	254	0.7376	0.3630	0.7376	0.8588
No log	6.2439	256	0.6440	0.3267	0.6440	0.8025
No log	6.2927	258	0.6347	0.3267	0.6347	0.7967
No log	6.3415	260	0.6578	0.3399	0.6578	0.8111
No log	6.3902	262	0.6830	0.3399	0.6830	0.8264
No log	6.4390	264	0.7414	0.3157	0.7414	0.8610
No log	6.4878	266	0.7371	0.3157	0.7371	0.8585
No log	6.5366	268	0.7039	0.2161	0.7039	0.8390
No log	6.5854	270	0.6923	0.2161	0.6923	0.8320
No log	6.6341	272	0.7336	0.2960	0.7336	0.8565
No log	6.6829	274	0.8286	0.3754	0.8286	0.9103
No log	6.7317	276	0.9132	0.4133	0.9132	0.9556
No log	6.7805	278	0.8854	0.4366	0.8854	0.9410
No log	6.8293	280	0.7979	0.3344	0.7979	0.8932
No log	6.8780	282	0.8003	0.3402	0.8003	0.8946
No log	6.9268	284	0.8219	0.4173	0.8219	0.9066
No log	6.9756	286	0.7442	0.4464	0.7442	0.8627
No log	7.0244	288	0.6699	0.4464	0.6699	0.8185
No log	7.0732	290	0.6292	0.4377	0.6292	0.7932
No log	7.1220	292	0.6303	0.4377	0.6303	0.7939
No log	7.1707	294	0.6702	0.3817	0.6702	0.8186
No log	7.2195	296	0.7174	0.3569	0.7174	0.8470
No log	7.2683	298	0.7569	0.3402	0.7569	0.8700
No log	7.3171	300	0.7708	0.3376	0.7708	0.8780
No log	7.3659	302	0.7686	0.2946	0.7686	0.8767
No log	7.4146	304	0.8543	0.3635	0.8543	0.9243
No log	7.4634	306	1.0950	0.3753	1.0950	1.0464
No log	7.5122	308	1.2151	0.3433	1.2151	1.1023
No log	7.5610	310	1.0574	0.3753	1.0574	1.0283
No log	7.6098	312	0.8546	0.4735	0.8546	0.9244
No log	7.6585	314	0.7613	0.3918	0.7613	0.8725
No log	7.7073	316	0.6763	0.3287	0.6763	0.8224
No log	7.7561	318	0.6459	0.4134	0.6459	0.8037
No log	7.8049	320	0.6452	0.4134	0.6452	0.8033
No log	7.8537	322	0.6541	0.4393	0.6541	0.8088
No log	7.9024	324	0.6390	0.4336	0.6390	0.7994
No log	7.9512	326	0.6261	0.4819	0.6261	0.7913
No log	8.0	328	0.6277	0.4819	0.6277	0.7923
No log	8.0488	330	0.6365	0.4819	0.6365	0.7978
No log	8.0976	332	0.6800	0.4393	0.6800	0.8246
No log	8.1463	334	0.7328	0.4389	0.7328	0.8560
No log	8.1951	336	0.7275	0.4389	0.7275	0.8529
No log	8.2439	338	0.7379	0.4389	0.7379	0.8590
No log	8.2927	340	0.7008	0.4134	0.7008	0.8372
No log	8.3415	342	0.6674	0.4342	0.6674	0.8169
No log	8.3902	344	0.6619	0.4234	0.6619	0.8136
No log	8.4390	346	0.6853	0.3942	0.6853	0.8278
No log	8.4878	348	0.7383	0.4272	0.7383	0.8592
No log	8.5366	350	0.7516	0.4272	0.7516	0.8669
No log	8.5854	352	0.6970	0.4190	0.6970	0.8349
No log	8.6341	354	0.6631	0.3382	0.6631	0.8143
No log	8.6829	356	0.6682	0.3382	0.6682	0.8174
No log	8.7317	358	0.6917	0.4190	0.6917	0.8317
No log	8.7805	360	0.7191	0.4167	0.7191	0.8480
No log	8.8293	362	0.7096	0.4167	0.7096	0.8424
No log	8.8780	364	0.7020	0.4190	0.7020	0.8379
No log	8.9268	366	0.7603	0.4144	0.7603	0.8719
No log	8.9756	368	0.7931	0.4387	0.7931	0.8905
No log	9.0244	370	0.7845	0.4745	0.7845	0.8857
No log	9.0732	372	0.7302	0.4294	0.7302	0.8545
No log	9.1220	374	0.6749	0.3937	0.6749	0.8215
No log	9.1707	376	0.6750	0.4287	0.6750	0.8216
No log	9.2195	378	0.6896	0.4287	0.6896	0.8304
No log	9.2683	380	0.6971	0.4591	0.6971	0.8349
No log	9.3171	382	0.7161	0.4447	0.7161	0.8462
No log	9.3659	384	0.7629	0.4633	0.7629	0.8735
No log	9.4146	386	0.7531	0.4821	0.7531	0.8678
No log	9.4634	388	0.7112	0.4093	0.7112	0.8433
No log	9.5122	390	0.6746	0.4294	0.6746	0.8214
No log	9.5610	392	0.6616	0.3763	0.6616	0.8134
No log	9.6098	394	0.6606	0.4019	0.6606	0.8127
No log	9.6585	396	0.6597	0.3787	0.6597	0.8122
No log	9.7073	398	0.6598	0.4582	0.6598	0.8123
No log	9.7561	400	0.7032	0.4606	0.7032	0.8386
No log	9.8049	402	0.7078	0.4606	0.7078	0.8413
No log	9.8537	404	0.6678	0.5103	0.6678	0.8172
No log	9.9024	406	0.6446	0.5142	0.6446	0.8029
No log	9.9512	408	0.6313	0.5142	0.6313	0.7946
No log	10.0	410	0.6343	0.5142	0.6343	0.7964
No log	10.0488	412	0.6433	0.5125	0.6433	0.8021
No log	10.0976	414	0.6462	0.5125	0.6462	0.8038
No log	10.1463	416	0.6529	0.5125	0.6529	0.8080
No log	10.1951	418	0.6633	0.5032	0.6633	0.8144
No log	10.2439	420	0.6942	0.4795	0.6942	0.8332
No log	10.2927	422	0.7618	0.3786	0.7618	0.8728
No log	10.3415	424	0.8066	0.5146	0.8066	0.8981
No log	10.3902	426	0.7732	0.4698	0.7732	0.8793
No log	10.4390	428	0.7073	0.4529	0.7073	0.8410
No log	10.4878	430	0.6764	0.4484	0.6764	0.8224
No log	10.5366	432	0.6719	0.4664	0.6719	0.8197
No log	10.5854	434	0.6322	0.4430	0.6322	0.7951
No log	10.6341	436	0.6038	0.4430	0.6038	0.7770
No log	10.6829	438	0.5846	0.4134	0.5846	0.7646
No log	10.7317	440	0.5956	0.4134	0.5956	0.7718
No log	10.7805	442	0.6161	0.4681	0.6161	0.7849
No log	10.8293	444	0.6285	0.4758	0.6285	0.7928
No log	10.8780	446	0.6623	0.4236	0.6623	0.8138
No log	10.9268	448	0.7239	0.4217	0.7239	0.8508
No log	10.9756	450	0.7897	0.5124	0.7897	0.8887
No log	11.0244	452	0.8287	0.4844	0.8287	0.9103
No log	11.0732	454	0.8626	0.4844	0.8626	0.9288
No log	11.1220	456	0.9764	0.4013	0.9764	0.9882
No log	11.1707	458	1.0279	0.3183	1.0279	1.0139
No log	11.2195	460	0.9938	0.3484	0.9938	0.9969
No log	11.2683	462	0.9067	0.4444	0.9067	0.9522
No log	11.3171	464	0.7267	0.4808	0.7267	0.8525
No log	11.3659	466	0.6214	0.4081	0.6214	0.7883
No log	11.4146	468	0.6072	0.4601	0.6072	0.7792
No log	11.4634	470	0.6107	0.4601	0.6107	0.7815
No log	11.5122	472	0.6405	0.4044	0.6405	0.8003
No log	11.5610	474	0.7165	0.4877	0.7165	0.8465
No log	11.6098	476	0.7354	0.5065	0.7354	0.8576
No log	11.6585	478	0.6753	0.4812	0.6753	0.8217
No log	11.7073	480	0.6014	0.4212	0.6014	0.7755
No log	11.7561	482	0.5724	0.4493	0.5724	0.7565
No log	11.8049	484	0.5754	0.4895	0.5754	0.7586
No log	11.8537	486	0.5906	0.4618	0.5906	0.7685
No log	11.9024	488	0.6483	0.4294	0.6483	0.8052
No log	11.9512	490	0.7821	0.4844	0.7821	0.8844
No log	12.0	492	0.8545	0.4519	0.8545	0.9244
No log	12.0488	494	0.8543	0.4519	0.8543	0.9243
No log	12.0976	496	0.7594	0.4667	0.7594	0.8714
No log	12.1463	498	0.6558	0.4190	0.6558	0.8098
0.3622	12.1951	500	0.5980	0.4036	0.5980	0.7733
0.3622	12.2439	502	0.5923	0.4441	0.5923	0.7696
0.3622	12.2927	504	0.5870	0.3862	0.5870	0.7661
0.3622	12.3415	506	0.5769	0.4229	0.5769	0.7595
0.3622	12.3902	508	0.5955	0.4190	0.5955	0.7717
0.3622	12.4390	510	0.7123	0.4404	0.7123	0.8440
0.3622	12.4878	512	0.8719	0.3804	0.8719	0.9338
0.3622	12.5366	514	0.9130	0.3804	0.9130	0.9555
0.3622	12.5854	516	0.8333	0.4247	0.8333	0.9128
0.3622	12.6341	518	0.7560	0.3976	0.7560	0.8695
0.3622	12.6829	520	0.7264	0.3888	0.7264	0.8523
0.3622	12.7317	522	0.7175	0.3888	0.7175	0.8470
0.3622	12.7805	524	0.7276	0.3997	0.7276	0.8530
0.3622	12.8293	526	0.7575	0.4531	0.7575	0.8704
0.3622	12.8780	528	0.7410	0.4072	0.7410	0.8608
0.3622	12.9268	530	0.7070	0.3985	0.7070	0.8409
0.3622	12.9756	532	0.7005	0.3985	0.7005	0.8370
0.3622	13.0244	534	0.6997	0.4193	0.6997	0.8365
0.3622	13.0732	536	0.6698	0.4044	0.6698	0.8184
0.3622	13.1220	538	0.6305	0.4534	0.6305	0.7940
0.3622	13.1707	540	0.6029	0.4291	0.6029	0.7765
0.3622	13.2195	542	0.6008	0.4291	0.6008	0.7751
0.3622	13.2683	544	0.6079	0.4291	0.6079	0.7797
0.3622	13.3171	546	0.6160	0.4291	0.6160	0.7848
0.3622	13.3659	548	0.6300	0.4808	0.6300	0.7938
0.3622	13.4146	550	0.6616	0.4754	0.6616	0.8134
0.3622	13.4634	552	0.6731	0.4587	0.6731	0.8205
0.3622	13.5122	554	0.6960	0.4436	0.6960	0.8343
0.3622	13.5610	556	0.6916	0.4353	0.6916	0.8316
0.3622	13.6098	558	0.6464	0.4888	0.6464	0.8040
0.3622	13.6585	560	0.6011	0.5076	0.6011	0.7753
0.3622	13.7073	562	0.5812	0.4972	0.5812	0.7624
0.3622	13.7561	564	0.5868	0.5075	0.5868	0.7660
0.3622	13.8049	566	0.5973	0.5619	0.5973	0.7728
0.3622	13.8537	568	0.6034	0.5528	0.6034	0.7768
0.3622	13.9024	570	0.5912	0.5729	0.5912	0.7689
0.3622	13.9512	572	0.5779	0.6359	0.5779	0.7602
0.3622	14.0	574	0.5783	0.5953	0.5783	0.7605
0.3622	14.0488	576	0.5697	0.5692	0.5697	0.7548
0.3622	14.0976	578	0.5624	0.5937	0.5624	0.7499
0.3622	14.1463	580	0.5603	0.4801	0.5603	0.7486
0.3622	14.1951	582	0.5613	0.4911	0.5613	0.7492
0.3622	14.2439	584	0.5911	0.4522	0.5911	0.7688
0.3622	14.2927	586	0.5994	0.4606	0.5994	0.7742
0.3622	14.3415	588	0.5756	0.4954	0.5756	0.7587
0.3622	14.3902	590	0.5748	0.5831	0.5748	0.7582
0.3622	14.4390	592	0.5870	0.5421	0.5870	0.7662
0.3622	14.4878	594	0.5851	0.4972	0.5851	0.7649
0.3622	14.5366	596	0.5863	0.5379	0.5863	0.7657
0.3622	14.5854	598	0.6178	0.4542	0.6178	0.7860
0.3622	14.6341	600	0.6392	0.4625	0.6392	0.7995
0.3622	14.6829	602	0.6197	0.4929	0.6197	0.7872
0.3622	14.7317	604	0.5994	0.4354	0.5994	0.7742
0.3622	14.7805	606	0.5852	0.4637	0.5852	0.7650
0.3622	14.8293	608	0.5833	0.4194	0.5833	0.7637
0.3622	14.8780	610	0.5917	0.4908	0.5917	0.7692
0.3622	14.9268	612	0.5949	0.4451	0.5949	0.7713
0.3622	14.9756	614	0.5944	0.4684	0.5944	0.7710
0.3622	15.0244	616	0.5865	0.4684	0.5865	0.7658
0.3622	15.0732	618	0.5843	0.4684	0.5843	0.7644
0.3622	15.1220	620	0.6126	0.4330	0.6126	0.7827
0.3622	15.1707	622	0.6344	0.4576	0.6344	0.7965
0.3622	15.2195	624	0.6530	0.4576	0.6530	0.8081
0.3622	15.2683	626	0.6808	0.4491	0.6808	0.8251
0.3622	15.3171	628	0.6873	0.4491	0.6873	0.8290
0.3622	15.3659	630	0.6761	0.4247	0.6761	0.8223
0.3622	15.4146	632	0.6859	0.4491	0.6859	0.8282
0.3622	15.4634	634	0.7390	0.3819	0.7390	0.8596
0.3622	15.5122	636	0.7658	0.4307	0.7658	0.8751
0.3622	15.5610	638	0.7212	0.4067	0.7212	0.8493
0.3622	15.6098	640	0.6537	0.4576	0.6537	0.8085
0.3622	15.6585	642	0.6144	0.4375	0.6144	0.7838
0.3622	15.7073	644	0.6187	0.4253	0.6187	0.7866
0.3622	15.7561	646	0.6317	0.3551	0.6317	0.7948
0.3622	15.8049	648	0.6750	0.3713	0.6750	0.8216
0.3622	15.8537	650	0.7736	0.4089	0.7736	0.8795
0.3622	15.9024	652	0.9603	0.3193	0.9603	0.9800
0.3622	15.9512	654	1.0979	0.2650	1.0979	1.0478
0.3622	16.0	656	1.1080	0.2815	1.1080	1.0526
0.3622	16.0488	658	0.9947	0.3517	0.9947	0.9973
0.3622	16.0976	660	0.8416	0.3819	0.8416	0.9174

Framework versions

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