Arabic_FineTuningAraBERT_AugV4_k2_task1_organization_fold0

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: 0.8035
• Qwk: 0.7614
• Mse: 0.8035
• Rmse: 0.8964

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	0.0299	2	4.6141	0.0181	4.6141	2.1480
No log	0.0597	4	3.2424	0.1257	3.2424	1.8007
No log	0.0896	6	1.8539	0.1168	1.8539	1.3616
No log	0.1194	8	1.5982	0.0486	1.5982	1.2642
No log	0.1493	10	1.6161	0.1209	1.6161	1.2713
No log	0.1791	12	1.5381	0.3082	1.5381	1.2402
No log	0.2090	14	1.4671	0.0399	1.4671	1.2112
No log	0.2388	16	1.7983	0.1873	1.7983	1.3410
No log	0.2687	18	2.2581	0.1075	2.2581	1.5027
No log	0.2985	20	2.1516	0.1075	2.1516	1.4668
No log	0.3284	22	1.8827	0.1873	1.8827	1.3721
No log	0.3582	24	1.7051	0.1873	1.7051	1.3058
No log	0.3881	26	1.5644	0.1873	1.5644	1.2507
No log	0.4179	28	1.4150	0.3762	1.4150	1.1895
No log	0.4478	30	1.3132	0.3527	1.3132	1.1460
No log	0.4776	32	1.1787	0.4576	1.1787	1.0857
No log	0.5075	34	1.1258	0.5093	1.1258	1.0610
No log	0.5373	36	1.1608	0.4842	1.1608	1.0774
No log	0.5672	38	1.2421	0.3494	1.2421	1.1145
No log	0.5970	40	1.3612	0.3478	1.3612	1.1667
No log	0.6269	42	1.4007	0.2687	1.4007	1.1835
No log	0.6567	44	1.3796	0.2687	1.3796	1.1746
No log	0.6866	46	1.3129	0.4535	1.3129	1.1458
No log	0.7164	48	1.2129	0.4044	1.2129	1.1013
No log	0.7463	50	1.1490	0.4590	1.1490	1.0719
No log	0.7761	52	1.1361	0.4535	1.1361	1.0659
No log	0.8060	54	1.2837	0.5542	1.2837	1.1330
No log	0.8358	56	1.2594	0.5542	1.2594	1.1222
No log	0.8657	58	1.1565	0.5984	1.1565	1.0754
No log	0.8955	60	1.1047	0.5542	1.1047	1.0510
No log	0.9254	62	1.0446	0.6624	1.0446	1.0221
No log	0.9552	64	1.0819	0.6624	1.0819	1.0401
No log	0.9851	66	1.1414	0.6845	1.1414	1.0683
No log	1.0149	68	1.2805	0.6763	1.2805	1.1316
No log	1.0448	70	1.1686	0.7515	1.1686	1.0810
No log	1.0746	72	0.9552	0.7080	0.9552	0.9773
No log	1.1045	74	0.8551	0.6410	0.8551	0.9247
No log	1.1343	76	0.8212	0.6510	0.8212	0.9062
No log	1.1642	78	0.8110	0.6510	0.8110	0.9006
No log	1.1940	80	0.8016	0.6396	0.8016	0.8953
No log	1.2239	82	0.8406	0.6882	0.8406	0.9169
No log	1.2537	84	0.9411	0.7063	0.9411	0.9701
No log	1.2836	86	1.0094	0.6757	1.0094	1.0047
No log	1.3134	88	0.9332	0.6757	0.9332	0.9660
No log	1.3433	90	0.9107	0.6757	0.9107	0.9543
No log	1.3731	92	0.8306	0.5882	0.8306	0.9114
No log	1.4030	94	0.7900	0.6921	0.7900	0.8888
No log	1.4328	96	0.8322	0.6712	0.8322	0.9123
No log	1.4627	98	1.0427	0.6757	1.0427	1.0211
No log	1.4925	100	1.2795	0.6866	1.2795	1.1312
No log	1.5224	102	1.3320	0.6441	1.3320	1.1541
No log	1.5522	104	1.2073	0.6982	1.2073	1.0988
No log	1.5821	106	0.9262	0.7063	0.9262	0.9624
No log	1.6119	108	0.7248	0.6703	0.7248	0.8514
No log	1.6418	110	0.6855	0.7277	0.6855	0.8280
No log	1.6716	112	0.7485	0.6759	0.7485	0.8652
No log	1.7015	114	0.8947	0.6992	0.8947	0.9459
No log	1.7313	116	1.0139	0.6992	1.0139	1.0069
No log	1.7612	118	0.9966	0.7612	0.9966	0.9983
No log	1.7910	120	0.9147	0.7063	0.9147	0.9564
No log	1.8209	122	0.7714	0.6992	0.7714	0.8783
No log	1.8507	124	0.6875	0.7073	0.6875	0.8292
No log	1.8806	126	0.7071	0.7149	0.7071	0.8409
No log	1.9104	128	0.8390	0.7612	0.8390	0.9160
No log	1.9403	130	0.9619	0.6818	0.9619	0.9808
No log	1.9701	132	1.0240	0.6982	1.0240	1.0119
No log	2.0	134	1.0367	0.7601	1.0367	1.0182
No log	2.0299	136	0.9862	0.7601	0.9862	0.9931
No log	2.0597	138	0.9492	0.7123	0.9492	0.9743
No log	2.0896	140	0.9293	0.7523	0.9293	0.9640
No log	2.1194	142	0.8585	0.7985	0.8585	0.9265
No log	2.1493	144	0.8739	0.7894	0.8739	0.9348
No log	2.1791	146	0.9510	0.7601	0.9510	0.9752
No log	2.2090	148	0.9507	0.7354	0.9507	0.9751
No log	2.2388	150	0.8913	0.7433	0.8913	0.9441
No log	2.2687	152	0.9035	0.7517	0.9035	0.9505
No log	2.2985	154	0.8831	0.7517	0.8831	0.9397
No log	2.3284	156	0.8678	0.7433	0.8678	0.9316
No log	2.3582	158	0.8162	0.7983	0.8162	0.9035
No log	2.3881	160	0.7834	0.7983	0.7834	0.8851
No log	2.4179	162	0.7562	0.7779	0.7562	0.8696
No log	2.4478	164	0.7177	0.7779	0.7177	0.8471
No log	2.4776	166	0.7559	0.7779	0.7559	0.8694
No log	2.5075	168	0.9339	0.7607	0.9339	0.9664
No log	2.5373	170	1.1579	0.7250	1.1579	1.0760
No log	2.5672	172	1.1443	0.7178	1.1443	1.0697
No log	2.5970	174	0.9985	0.7204	0.9985	0.9993
No log	2.6269	176	0.8501	0.7060	0.8501	0.9220
No log	2.6567	178	0.7345	0.6970	0.7345	0.8570
No log	2.6866	180	0.7597	0.6970	0.7597	0.8716
No log	2.7164	182	0.8065	0.7196	0.8065	0.8980
No log	2.7463	184	0.8272	0.7521	0.8272	0.9095
No log	2.7761	186	0.8631	0.7612	0.8631	0.9291
No log	2.8060	188	0.8523	0.8094	0.8523	0.9232
No log	2.8358	190	0.8575	0.8094	0.8575	0.9260
No log	2.8657	192	0.8525	0.7983	0.8525	0.9233
No log	2.8955	194	0.8410	0.6927	0.8410	0.9171
No log	2.9254	196	0.8023	0.7447	0.8023	0.8957
No log	2.9552	198	0.7679	0.7373	0.7679	0.8763
No log	2.9851	200	0.8055	0.7373	0.8055	0.8975
No log	3.0149	202	0.9306	0.7375	0.9306	0.9647
No log	3.0448	204	1.1061	0.7758	1.1061	1.0517
No log	3.0746	206	1.0472	0.7635	1.0472	1.0233
No log	3.1045	208	0.9185	0.7375	0.9185	0.9584
No log	3.1343	210	0.8040	0.7523	0.8040	0.8966
No log	3.1642	212	0.7543	0.7373	0.7543	0.8685
No log	3.1940	214	0.7613	0.7835	0.7613	0.8725
No log	3.2239	216	0.7851	0.7689	0.7851	0.8860
No log	3.2537	218	0.7374	0.7689	0.7374	0.8587
No log	3.2836	220	0.6983	0.7196	0.6983	0.8356
No log	3.3134	222	0.7391	0.7196	0.7391	0.8597
No log	3.3433	224	0.8816	0.7433	0.8816	0.9389
No log	3.3731	226	0.9701	0.7354	0.9701	0.9849
No log	3.4030	228	1.0310	0.7431	1.0310	1.0154
No log	3.4328	230	0.9998	0.7514	0.9998	0.9999
No log	3.4627	232	0.9059	0.7354	0.9059	0.9518
No log	3.4925	234	0.8493	0.7346	0.8493	0.9216
No log	3.5224	236	0.7104	0.7529	0.7104	0.8429
No log	3.5522	238	0.6200	0.7204	0.6200	0.7874
No log	3.5821	240	0.5954	0.7455	0.5954	0.7716
No log	3.6119	242	0.6442	0.7686	0.6442	0.8026
No log	3.6418	244	0.8006	0.7128	0.8006	0.8947
No log	3.6716	246	1.0466	0.7358	1.0466	1.0230
No log	3.7015	248	1.0666	0.7358	1.0666	1.0327
No log	3.7313	250	0.9426	0.7811	0.9426	0.9709
No log	3.7612	252	0.8149	0.7593	0.8149	0.9027
No log	3.7910	254	0.7625	0.7373	0.7625	0.8732
No log	3.8209	256	0.7331	0.7373	0.7331	0.8562
No log	3.8507	258	0.7155	0.7373	0.7155	0.8458
No log	3.8806	260	0.7488	0.7835	0.7488	0.8653
No log	3.9104	262	0.8623	0.7897	0.8623	0.9286
No log	3.9403	264	0.8829	0.7675	0.8829	0.9396
No log	3.9701	266	0.8559	0.7605	0.8559	0.9252
No log	4.0	268	0.8250	0.7605	0.8250	0.9083
No log	4.0299	270	0.7715	0.7689	0.7715	0.8784
No log	4.0597	272	0.7576	0.7128	0.7576	0.8704
No log	4.0896	274	0.8065	0.7605	0.8065	0.8980
No log	4.1194	276	0.8368	0.7605	0.8368	0.9148
No log	4.1493	278	0.8294	0.7605	0.8294	0.9107
No log	4.1791	280	0.7993	0.7373	0.7993	0.8940
No log	4.2090	282	0.7621	0.7373	0.7621	0.8730
No log	4.2388	284	0.7985	0.7373	0.7985	0.8936
No log	4.2687	286	0.8208	0.7373	0.8208	0.9060
No log	4.2985	288	0.8737	0.73	0.8737	0.9347
No log	4.3284	290	1.0149	0.7223	1.0149	1.0074
No log	4.3582	292	1.1228	0.6983	1.1228	1.0596
No log	4.3881	294	1.0583	0.6583	1.0583	1.0288
No log	4.4179	296	0.8796	0.7601	0.8796	0.9379
No log	4.4478	298	0.7737	0.7689	0.7737	0.8796
No log	4.4776	300	0.6973	0.7686	0.6973	0.8350
No log	4.5075	302	0.7109	0.7304	0.7109	0.8431
No log	4.5373	304	0.8146	0.7752	0.8146	0.9025
No log	4.5672	306	1.0021	0.7377	1.0021	1.0010
No log	4.5970	308	1.0048	0.7808	1.0048	1.0024
No log	4.6269	310	0.8434	0.7451	0.8434	0.9184
No log	4.6567	312	0.6969	0.7451	0.6969	0.8348
No log	4.6866	314	0.6632	0.7451	0.6632	0.8144
No log	4.7164	316	0.6694	0.7451	0.6694	0.8182
No log	4.7463	318	0.6944	0.7451	0.6944	0.8333
No log	4.7761	320	0.8018	0.7273	0.8018	0.8954
No log	4.8060	322	0.8995	0.7351	0.8995	0.9484
No log	4.8358	324	0.9285	0.6922	0.9285	0.9636
No log	4.8657	326	0.8397	0.7351	0.8397	0.9164
No log	4.8955	328	0.7497	0.7351	0.7497	0.8658
No log	4.9254	330	0.7659	0.7351	0.7659	0.8752
No log	4.9552	332	0.8826	0.7437	0.8826	0.9395
No log	4.9851	334	0.9476	0.7602	0.9476	0.9734
No log	5.0149	336	0.9545	0.7602	0.9545	0.9770
No log	5.0448	338	0.8556	0.7437	0.8556	0.9250
No log	5.0746	340	0.6860	0.7752	0.6860	0.8283
No log	5.1045	342	0.5993	0.7686	0.5993	0.7742
No log	5.1343	344	0.5986	0.7686	0.5986	0.7737
No log	5.1642	346	0.6613	0.8147	0.6613	0.8132
No log	5.1940	348	0.8159	0.7437	0.8159	0.9033
No log	5.2239	350	0.9212	0.6871	0.9212	0.9598
No log	5.2537	352	0.9345	0.6871	0.9345	0.9667
No log	5.2836	354	0.8600	0.6871	0.8600	0.9274
No log	5.3134	356	0.7214	0.8352	0.7214	0.8494
No log	5.3433	358	0.6429	0.8352	0.6429	0.8018
No log	5.3731	360	0.6128	0.8246	0.6128	0.7828
No log	5.4030	362	0.6446	0.8352	0.6446	0.8029
No log	5.4328	364	0.7029	0.8352	0.7029	0.8384
No log	5.4627	366	0.7551	0.8352	0.7551	0.8689
No log	5.4925	368	0.7559	0.8352	0.7559	0.8694
No log	5.5224	370	0.7940	0.7924	0.7940	0.8911
No log	5.5522	372	0.7699	0.8352	0.7699	0.8774
No log	5.5821	374	0.7199	0.8246	0.7199	0.8485
No log	5.6119	376	0.6982	0.8246	0.6982	0.8356
No log	5.6418	378	0.7158	0.8352	0.7158	0.8460
No log	5.6716	380	0.6793	0.7859	0.6793	0.8242
No log	5.7015	382	0.6710	0.7614	0.6710	0.8192
No log	5.7313	384	0.6920	0.7614	0.6920	0.8319
No log	5.7612	386	0.7525	0.7614	0.7525	0.8675
No log	5.7910	388	0.8459	0.7689	0.8459	0.9197
No log	5.8209	390	0.9068	0.7689	0.9068	0.9523
No log	5.8507	392	0.8668	0.7521	0.8668	0.9310
No log	5.8806	394	0.8394	0.7521	0.8394	0.9162
No log	5.9104	396	0.7792	0.7779	0.7791	0.8827
No log	5.9403	398	0.7683	0.7689	0.7683	0.8765
No log	5.9701	400	0.7469	0.7689	0.7469	0.8642
No log	6.0	402	0.7912	0.7924	0.7912	0.8895
No log	6.0299	404	0.8182	0.8440	0.8182	0.9045
No log	6.0597	406	0.8008	0.8105	0.8008	0.8949
No log	6.0896	408	0.7396	0.7596	0.7396	0.8600
No log	6.1194	410	0.6967	0.7686	0.6967	0.8347
No log	6.1493	412	0.6696	0.7686	0.6696	0.8183
No log	6.1791	414	0.6779	0.7686	0.6779	0.8234
No log	6.2090	416	0.7549	0.7614	0.7549	0.8689
No log	6.2388	418	0.8394	0.7879	0.8394	0.9162
No log	6.2687	420	0.8967	0.7713	0.8967	0.9470
No log	6.2985	422	0.8500	0.7713	0.8500	0.9220
No log	6.3284	424	0.7618	0.7351	0.7618	0.8728
No log	6.3582	426	0.6943	0.7614	0.6943	0.8333
No log	6.3881	428	0.6992	0.7614	0.6992	0.8362
No log	6.4179	430	0.7594	0.7351	0.7594	0.8714
No log	6.4478	432	0.8103	0.7879	0.8103	0.9002
No log	6.4776	434	0.9089	0.7521	0.9089	0.9534
No log	6.5075	436	1.0095	0.7157	1.0095	1.0048
No log	6.5373	438	1.0230	0.6866	1.0230	1.0114
No log	6.5672	440	0.9536	0.7239	0.9536	0.9765
No log	6.5970	442	0.8524	0.7713	0.8524	0.9232
No log	6.6269	444	0.7599	0.7983	0.7599	0.8717
No log	6.6567	446	0.6987	0.7435	0.6987	0.8359
No log	6.6866	448	0.7005	0.7614	0.7005	0.8370
No log	6.7164	450	0.7502	0.7614	0.7502	0.8662
No log	6.7463	452	0.7772	0.7614	0.7772	0.8816
No log	6.7761	454	0.7919	0.7614	0.7919	0.8899
No log	6.8060	456	0.7717	0.7614	0.7717	0.8785
No log	6.8358	458	0.7092	0.7614	0.7092	0.8422
No log	6.8657	460	0.6389	0.7614	0.6389	0.7993
No log	6.8955	462	0.5938	0.7686	0.5938	0.7706
No log	6.9254	464	0.5799	0.7686	0.5799	0.7615
No log	6.9552	466	0.5890	0.7686	0.5890	0.7674
No log	6.9851	468	0.6271	0.7614	0.6271	0.7919
No log	7.0149	470	0.6996	0.7614	0.6996	0.8364
No log	7.0448	472	0.7756	0.7614	0.7756	0.8807
No log	7.0746	474	0.8431	0.7704	0.8431	0.9182
No log	7.1045	476	0.8905	0.7948	0.8905	0.9437
No log	7.1343	478	0.9122	0.7696	0.9122	0.9551
No log	7.1642	480	0.8894	0.7948	0.8894	0.9431
No log	7.1940	482	0.8255	0.8123	0.8255	0.9086
No log	7.2239	484	0.7485	0.8123	0.7485	0.8652
No log	7.2537	486	0.7321	0.8123	0.7321	0.8556
No log	7.2836	488	0.7326	0.8022	0.7326	0.8559
No log	7.3134	490	0.7622	0.8123	0.7622	0.8731
No log	7.3433	492	0.7654	0.7614	0.7654	0.8749
No log	7.3731	494	0.7709	0.7196	0.7709	0.8780
No log	7.4030	496	0.8246	0.7689	0.8246	0.9081
No log	7.4328	498	0.8931	0.7689	0.8931	0.9450
0.4451	7.4627	500	0.9022	0.7779	0.9022	0.9498
0.4451	7.4925	502	0.8542	0.7196	0.8542	0.9242
0.4451	7.5224	504	0.7896	0.7196	0.7896	0.8886
0.4451	7.5522	506	0.7246	0.7614	0.7246	0.8512
0.4451	7.5821	508	0.6883	0.7614	0.6883	0.8296
0.4451	7.6119	510	0.6925	0.7614	0.6925	0.8322
0.4451	7.6418	512	0.7290	0.7614	0.7290	0.8538
0.4451	7.6716	514	0.7928	0.7196	0.7928	0.8904
0.4451	7.7015	516	0.8300	0.7196	0.8300	0.9110
0.4451	7.7313	518	0.8187	0.7196	0.8187	0.9048
0.4451	7.7612	520	0.8095	0.7196	0.8095	0.8997
0.4451	7.7910	522	0.8012	0.7196	0.8012	0.8951
0.4451	7.8209	524	0.7985	0.7196	0.7985	0.8936
0.4451	7.8507	526	0.7823	0.7196	0.7823	0.8845
0.4451	7.8806	528	0.7694	0.7196	0.7694	0.8772
0.4451	7.9104	530	0.7661	0.7614	0.7661	0.8753
0.4451	7.9403	532	0.7803	0.7704	0.7803	0.8834
0.4451	7.9701	534	0.8191	0.7704	0.8191	0.9050
0.4451	8.0	536	0.8722	0.7167	0.8722	0.9339
0.4451	8.0299	538	0.9025	0.7696	0.9025	0.9500
0.4451	8.0597	540	0.9049	0.7696	0.9049	0.9513
0.4451	8.0896	542	0.8687	0.7167	0.8687	0.9321
0.4451	8.1194	544	0.8372	0.6992	0.8372	0.9150
0.4451	8.1493	546	0.7863	0.7435	0.7863	0.8868
0.4451	8.1791	548	0.7469	0.7704	0.7469	0.8642
0.4451	8.2090	550	0.7342	0.7614	0.7342	0.8569
0.4451	8.2388	552	0.7212	0.7529	0.7212	0.8492
0.4451	8.2687	554	0.7234	0.7529	0.7234	0.8506
0.4451	8.2985	556	0.7277	0.7614	0.7277	0.8530
0.4451	8.3284	558	0.7437	0.7614	0.7437	0.8624
0.4451	8.3582	560	0.7735	0.7614	0.7735	0.8795
0.4451	8.3881	562	0.8150	0.7196	0.8150	0.9028
0.4451	8.4179	564	0.8727	0.7196	0.8727	0.9342
0.4451	8.4478	566	0.9049	0.7601	0.9049	0.9513
0.4451	8.4776	568	0.9001	0.7601	0.9001	0.9487
0.4451	8.5075	570	0.8673	0.7601	0.8673	0.9313
0.4451	8.5373	572	0.8229	0.7601	0.8229	0.9071
0.4451	8.5672	574	0.7746	0.7835	0.7746	0.8801
0.4451	8.5970	576	0.7276	0.8246	0.7276	0.8530
0.4451	8.6269	578	0.6905	0.7769	0.6905	0.8309
0.4451	8.6567	580	0.6798	0.7769	0.6798	0.8245
0.4451	8.6866	582	0.6929	0.7769	0.6929	0.8324
0.4451	8.7164	584	0.7135	0.7769	0.7135	0.8447
0.4451	8.7463	586	0.7303	0.7769	0.7303	0.8546
0.4451	8.7761	588	0.7544	0.7769	0.7544	0.8686
0.4451	8.8060	590	0.7655	0.7614	0.7655	0.8749
0.4451	8.8358	592	0.7658	0.7614	0.7658	0.8751
0.4451	8.8657	594	0.7747	0.7614	0.7747	0.8802
0.4451	8.8955	596	0.7865	0.7614	0.7865	0.8869
0.4451	8.9254	598	0.7975	0.7614	0.7975	0.8930
0.4451	8.9552	600	0.7919	0.7614	0.7919	0.8899
0.4451	8.9851	602	0.7854	0.7614	0.7854	0.8862
0.4451	9.0149	604	0.7845	0.7614	0.7845	0.8857
0.4451	9.0448	606	0.7839	0.7614	0.7839	0.8854
0.4451	9.0746	608	0.7767	0.7614	0.7767	0.8813
0.4451	9.1045	610	0.7840	0.7614	0.7840	0.8855
0.4451	9.1343	612	0.7919	0.7614	0.7919	0.8899
0.4451	9.1642	614	0.8055	0.8123	0.8055	0.8975
0.4451	9.1940	616	0.8227	0.8123	0.8227	0.9070
0.4451	9.2239	618	0.8279	0.7689	0.8279	0.9099
0.4451	9.2537	620	0.8382	0.7689	0.8382	0.9155
0.4451	9.2836	622	0.8500	0.7689	0.8500	0.9220
0.4451	9.3134	624	0.8560	0.7689	0.8560	0.9252
0.4451	9.3433	626	0.8560	0.7689	0.8560	0.9252
0.4451	9.3731	628	0.8587	0.7196	0.8587	0.9267
0.4451	9.4030	630	0.8644	0.7196	0.8644	0.9297
0.4451	9.4328	632	0.8582	0.7196	0.8582	0.9264
0.4451	9.4627	634	0.8486	0.7196	0.8486	0.9212
0.4451	9.4925	636	0.8412	0.7196	0.8412	0.9172
0.4451	9.5224	638	0.8304	0.7196	0.8304	0.9113
0.4451	9.5522	640	0.8219	0.7614	0.8219	0.9066
0.4451	9.5821	642	0.8196	0.7614	0.8196	0.9053
0.4451	9.6119	644	0.8221	0.7614	0.8221	0.9067
0.4451	9.6418	646	0.8239	0.7614	0.8239	0.9077
0.4451	9.6716	648	0.8236	0.7614	0.8236	0.9075
0.4451	9.7015	650	0.8219	0.7614	0.8219	0.9066
0.4451	9.7313	652	0.8222	0.7614	0.8222	0.9067
0.4451	9.7612	654	0.8193	0.7614	0.8193	0.9052
0.4451	9.7910	656	0.8165	0.7614	0.8165	0.9036
0.4451	9.8209	658	0.8130	0.7614	0.8130	0.9017
0.4451	9.8507	660	0.8098	0.7614	0.8098	0.8999
0.4451	9.8806	662	0.8076	0.7614	0.8076	0.8987
0.4451	9.9104	664	0.8059	0.7614	0.8059	0.8977
0.4451	9.9403	666	0.8049	0.7614	0.8049	0.8971
0.4451	9.9701	668	0.8041	0.7614	0.8041	0.8967
0.4451	10.0	670	0.8035	0.7614	0.8035	0.8964

Framework versions

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