ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task5_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: 0.7923
• Qwk: 0.4164
• Mse: 0.7923
• Rmse: 0.8901

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	0.0556	2	3.9647	-0.0154	3.9647	1.9911
No log	0.1111	4	2.4271	-0.0007	2.4271	1.5579
No log	0.1667	6	1.3408	0.0	1.3408	1.1579
No log	0.2222	8	1.1155	0.2343	1.1155	1.0562
No log	0.2778	10	1.1488	0.0201	1.1488	1.0718
No log	0.3333	12	1.2464	0.0	1.2464	1.1164
No log	0.3889	14	1.2116	0.0380	1.2116	1.1007
No log	0.4444	16	1.1362	0.1525	1.1362	1.0659
No log	0.5	18	1.1865	0.1525	1.1865	1.0893
No log	0.5556	20	1.1439	0.1176	1.1439	1.0695
No log	0.6111	22	1.1586	0.0938	1.1586	1.0764
No log	0.6667	24	1.0828	0.1927	1.0828	1.0406
No log	0.7222	26	1.0244	0.2243	1.0244	1.0121
No log	0.7778	28	1.0216	0.2811	1.0216	1.0108
No log	0.8333	30	1.0565	0.2513	1.0565	1.0279
No log	0.8889	32	1.1256	0.2295	1.1256	1.0610
No log	0.9444	34	1.0258	0.3048	1.0258	1.0128
No log	1.0	36	0.9512	0.3541	0.9512	0.9753
No log	1.0556	38	0.9819	0.3418	0.9819	0.9909
No log	1.1111	40	0.9861	0.3026	0.9861	0.9930
No log	1.1667	42	1.0346	0.3284	1.0346	1.0171
No log	1.2222	44	1.1926	0.2180	1.1926	1.0920
No log	1.2778	46	1.4292	0.1059	1.4292	1.1955
No log	1.3333	48	1.1452	0.2424	1.1452	1.0701
No log	1.3889	50	0.8755	0.3014	0.8755	0.9357
No log	1.4444	52	0.8684	0.3243	0.8684	0.9319
No log	1.5	54	0.9001	0.3162	0.9001	0.9487
No log	1.5556	56	0.8893	0.2663	0.8893	0.9430
No log	1.6111	58	0.9642	0.2956	0.9642	0.9820
No log	1.6667	60	1.1592	0.3093	1.1592	1.0766
No log	1.7222	62	1.3001	0.3209	1.3001	1.1402
No log	1.7778	64	1.1320	0.3093	1.1320	1.0640
No log	1.8333	66	0.8603	0.3757	0.8603	0.9275
No log	1.8889	68	0.9896	0.3210	0.9896	0.9948
No log	1.9444	70	1.0201	0.3140	1.0201	1.0100
No log	2.0	72	0.9181	0.3250	0.9181	0.9582
No log	2.0556	74	0.8444	0.4494	0.8444	0.9189
No log	2.1111	76	0.8615	0.4012	0.8615	0.9282
No log	2.1667	78	0.9291	0.3621	0.9291	0.9639
No log	2.2222	80	0.9835	0.3608	0.9835	0.9917
No log	2.2778	82	0.9083	0.4197	0.9083	0.9530
No log	2.3333	84	0.8630	0.4487	0.8630	0.9290
No log	2.3889	86	0.8471	0.5002	0.8471	0.9204
No log	2.4444	88	0.8573	0.4884	0.8573	0.9259
No log	2.5	90	0.9103	0.4430	0.9103	0.9541
No log	2.5556	92	0.8477	0.4386	0.8477	0.9207
No log	2.6111	94	0.8294	0.4923	0.8294	0.9107
No log	2.6667	96	0.8850	0.4730	0.8850	0.9407
No log	2.7222	98	0.9303	0.3631	0.9303	0.9645
No log	2.7778	100	0.9123	0.4301	0.9123	0.9552
No log	2.8333	102	0.9371	0.4180	0.9371	0.9680
No log	2.8889	104	0.9042	0.4666	0.9042	0.9509
No log	2.9444	106	0.7628	0.4960	0.7628	0.8734
No log	3.0	108	0.7200	0.5111	0.7200	0.8485
No log	3.0556	110	0.7623	0.5043	0.7623	0.8731
No log	3.1111	112	0.7073	0.5194	0.7073	0.8410
No log	3.1667	114	0.7988	0.4879	0.7988	0.8937
No log	3.2222	116	0.9958	0.2389	0.9958	0.9979
No log	3.2778	118	1.0363	0.1803	1.0363	1.0180
No log	3.3333	120	1.0325	0.2446	1.0325	1.0161
No log	3.3889	122	1.0291	0.3556	1.0291	1.0145
No log	3.4444	124	0.9743	0.3649	0.9743	0.9871
No log	3.5	126	0.9816	0.3099	0.9816	0.9908
No log	3.5556	128	0.9258	0.3236	0.9258	0.9622
No log	3.6111	130	0.8684	0.4375	0.8684	0.9319
No log	3.6667	132	0.8882	0.4595	0.8882	0.9425
No log	3.7222	134	0.8643	0.4595	0.8643	0.9297
No log	3.7778	136	0.8480	0.4720	0.8480	0.9209
No log	3.8333	138	0.7943	0.5150	0.7943	0.8912
No log	3.8889	140	0.6921	0.5939	0.6921	0.8319
No log	3.9444	142	0.6787	0.6164	0.6787	0.8238
No log	4.0	144	0.7165	0.5602	0.7165	0.8465
No log	4.0556	146	0.8237	0.4696	0.8237	0.9076
No log	4.1111	148	1.0370	0.3715	1.0370	1.0184
No log	4.1667	150	1.1164	0.1761	1.1164	1.0566
No log	4.2222	152	1.0837	0.2718	1.0837	1.0410
No log	4.2778	154	1.0030	0.3134	1.0030	1.0015
No log	4.3333	156	0.9313	0.3272	0.9313	0.9651
No log	4.3889	158	0.8167	0.4816	0.8167	0.9037
No log	4.4444	160	0.7631	0.5557	0.7631	0.8735
No log	4.5	162	0.7228	0.6186	0.7228	0.8502
No log	4.5556	164	0.7058	0.6068	0.7058	0.8401
No log	4.6111	166	0.6927	0.6068	0.6927	0.8323
No log	4.6667	168	0.6899	0.6333	0.6899	0.8306
No log	4.7222	170	0.6813	0.6157	0.6813	0.8254
No log	4.7778	172	0.6819	0.6022	0.6819	0.8258
No log	4.8333	174	0.6943	0.6196	0.6943	0.8333
No log	4.8889	176	0.7813	0.5383	0.7813	0.8839
No log	4.9444	178	0.8495	0.5026	0.8495	0.9217
No log	5.0	180	0.9457	0.4449	0.9457	0.9725
No log	5.0556	182	0.9236	0.4455	0.9236	0.9610
No log	5.1111	184	0.7961	0.4494	0.7961	0.8922
No log	5.1667	186	0.7878	0.4251	0.7878	0.8876
No log	5.2222	188	0.8117	0.3976	0.8117	0.9010
No log	5.2778	190	0.7987	0.4082	0.7987	0.8937
No log	5.3333	192	0.7754	0.4353	0.7754	0.8806
No log	5.3889	194	0.7452	0.4626	0.7452	0.8632
No log	5.4444	196	0.7568	0.4839	0.7568	0.8700
No log	5.5	198	0.7785	0.4818	0.7785	0.8823
No log	5.5556	200	0.7383	0.4631	0.7383	0.8592
No log	5.6111	202	0.7301	0.4645	0.7301	0.8544
No log	5.6667	204	0.7872	0.4089	0.7872	0.8872
No log	5.7222	206	0.9069	0.4180	0.9069	0.9523
No log	5.7778	208	0.9054	0.3295	0.9054	0.9515
No log	5.8333	210	0.8614	0.3673	0.8614	0.9281
No log	5.8889	212	0.8411	0.4658	0.8411	0.9171
No log	5.9444	214	0.8039	0.4254	0.8039	0.8966
No log	6.0	216	0.7829	0.5379	0.7829	0.8848
No log	6.0556	218	0.7837	0.5773	0.7837	0.8852
No log	6.1111	220	0.8162	0.5086	0.8162	0.9034
No log	6.1667	222	0.9116	0.4707	0.9116	0.9548
No log	6.2222	224	0.9183	0.4794	0.9183	0.9583
No log	6.2778	226	0.9129	0.4202	0.9129	0.9555
No log	6.3333	228	0.8358	0.4093	0.8358	0.9142
No log	6.3889	230	0.8007	0.3576	0.8007	0.8948
No log	6.4444	232	0.8242	0.3960	0.8242	0.9079
No log	6.5	234	0.8374	0.3819	0.8374	0.9151
No log	6.5556	236	0.8247	0.3435	0.8247	0.9081
No log	6.6111	238	0.8307	0.3702	0.8307	0.9114
No log	6.6667	240	0.8352	0.4164	0.8352	0.9139
No log	6.7222	242	0.8280	0.4754	0.8280	0.9099
No log	6.7778	244	0.8958	0.4695	0.8958	0.9464
No log	6.8333	246	0.9295	0.4681	0.9295	0.9641
No log	6.8889	248	0.8910	0.4470	0.8910	0.9439
No log	6.9444	250	0.8245	0.3977	0.8245	0.9080
No log	7.0	252	0.8399	0.4850	0.8399	0.9165
No log	7.0556	254	0.8276	0.5098	0.8276	0.9097
No log	7.1111	256	0.7857	0.5010	0.7857	0.8864
No log	7.1667	258	0.7768	0.5373	0.7768	0.8814
No log	7.2222	260	0.8148	0.4648	0.8148	0.9027
No log	7.2778	262	0.8430	0.4840	0.8430	0.9182
No log	7.3333	264	0.8428	0.4379	0.8428	0.9181
No log	7.3889	266	0.7975	0.3721	0.7975	0.8930
No log	7.4444	268	0.7741	0.4643	0.7741	0.8798
No log	7.5	270	0.7806	0.5071	0.7806	0.8835
No log	7.5556	272	0.7962	0.5430	0.7962	0.8923
No log	7.6111	274	0.7596	0.4944	0.7596	0.8715
No log	7.6667	276	0.8447	0.4823	0.8447	0.9191
No log	7.7222	278	0.9581	0.4581	0.9581	0.9788
No log	7.7778	280	0.8998	0.4807	0.8998	0.9486
No log	7.8333	282	0.8129	0.4853	0.8129	0.9016
No log	7.8889	284	0.7804	0.5480	0.7804	0.8834
No log	7.9444	286	0.7794	0.4789	0.7794	0.8828
No log	8.0	288	0.7977	0.4982	0.7977	0.8931
No log	8.0556	290	0.8142	0.4850	0.8142	0.9023
No log	8.1111	292	0.8308	0.4521	0.8308	0.9115
No log	8.1667	294	0.7795	0.5669	0.7795	0.8829
No log	8.2222	296	0.7870	0.5066	0.7870	0.8871
No log	8.2778	298	0.7839	0.5190	0.7839	0.8854
No log	8.3333	300	0.7522	0.4540	0.7522	0.8673
No log	8.3889	302	0.8207	0.5173	0.8207	0.9059
No log	8.4444	304	0.8859	0.4563	0.8859	0.9412
No log	8.5	306	0.8490	0.4586	0.8490	0.9214
No log	8.5556	308	0.8043	0.4371	0.8043	0.8968
No log	8.6111	310	0.8084	0.4371	0.8084	0.8991
No log	8.6667	312	0.8492	0.3570	0.8492	0.9215
No log	8.7222	314	0.8597	0.4004	0.8597	0.9272
No log	8.7778	316	0.8802	0.4111	0.8802	0.9382
No log	8.8333	318	0.8668	0.3973	0.8668	0.9310
No log	8.8889	320	0.8136	0.3994	0.8136	0.9020
No log	8.9444	322	0.8086	0.3878	0.8086	0.8992
No log	9.0	324	0.8212	0.4540	0.8212	0.9062
No log	9.0556	326	0.8265	0.4145	0.8265	0.9091
No log	9.1111	328	0.8595	0.5039	0.8595	0.9271
No log	9.1667	330	0.8295	0.4850	0.8295	0.9108
No log	9.2222	332	0.7897	0.4995	0.7897	0.8887
No log	9.2778	334	0.7848	0.5477	0.7848	0.8859
No log	9.3333	336	0.9224	0.4994	0.9224	0.9604
No log	9.3889	338	1.0063	0.4668	1.0063	1.0031
No log	9.4444	340	0.9213	0.5098	0.9213	0.9598
No log	9.5	342	0.7586	0.5392	0.7586	0.8710
No log	9.5556	344	0.6989	0.5969	0.6989	0.8360
No log	9.6111	346	0.6893	0.6065	0.6893	0.8303
No log	9.6667	348	0.7242	0.5740	0.7242	0.8510
No log	9.7222	350	0.8682	0.4994	0.8682	0.9317
No log	9.7778	352	0.9197	0.4994	0.9197	0.9590
No log	9.8333	354	0.8165	0.5231	0.8165	0.9036
No log	9.8889	356	0.7123	0.5986	0.7123	0.8440
No log	9.9444	358	0.6909	0.5274	0.6909	0.8312
No log	10.0	360	0.6986	0.5498	0.6986	0.8358
No log	10.0556	362	0.7288	0.5438	0.7288	0.8537
No log	10.1111	364	0.8034	0.4681	0.8034	0.8963
No log	10.1667	366	0.7964	0.4907	0.7964	0.8924
No log	10.2222	368	0.7457	0.5062	0.7457	0.8635
No log	10.2778	370	0.7054	0.5146	0.7054	0.8399
No log	10.3333	372	0.7031	0.4923	0.7031	0.8385
No log	10.3889	374	0.7147	0.4831	0.7147	0.8454
No log	10.4444	376	0.7231	0.5136	0.7231	0.8504
No log	10.5	378	0.8151	0.5144	0.8151	0.9028
No log	10.5556	380	0.9159	0.5006	0.9159	0.9570
No log	10.6111	382	0.8494	0.4911	0.8494	0.9216
No log	10.6667	384	0.7667	0.4264	0.7667	0.8756
No log	10.7222	386	0.7409	0.3996	0.7409	0.8607
No log	10.7778	388	0.7638	0.4186	0.7638	0.8740
No log	10.8333	390	0.7763	0.4309	0.7763	0.8811
No log	10.8889	392	0.7541	0.4097	0.7541	0.8684
No log	10.9444	394	0.7249	0.4810	0.7249	0.8514
No log	11.0	396	0.7201	0.5069	0.7201	0.8486
No log	11.0556	398	0.7037	0.5054	0.7037	0.8389
No log	11.1111	400	0.7440	0.4597	0.7440	0.8626
No log	11.1667	402	0.8028	0.5666	0.8028	0.8960
No log	11.2222	404	0.8595	0.5655	0.8595	0.9271
No log	11.2778	406	0.8442	0.5854	0.8442	0.9188
No log	11.3333	408	0.7227	0.5810	0.7227	0.8501
No log	11.3889	410	0.6680	0.5602	0.6680	0.8173
No log	11.4444	412	0.6742	0.5174	0.6742	0.8211
No log	11.5	414	0.6818	0.6370	0.6818	0.8257
No log	11.5556	416	0.7843	0.5027	0.7843	0.8856
No log	11.6111	418	0.9426	0.4654	0.9426	0.9709
No log	11.6667	420	0.9691	0.4654	0.9691	0.9844
No log	11.7222	422	0.8883	0.5115	0.8883	0.9425
No log	11.7778	424	0.7417	0.4836	0.7417	0.8612
No log	11.8333	426	0.7009	0.4893	0.7009	0.8372
No log	11.8889	428	0.7041	0.4676	0.7041	0.8391
No log	11.9444	430	0.7131	0.4676	0.7131	0.8445
No log	12.0	432	0.7236	0.4923	0.7236	0.8507
No log	12.0556	434	0.7298	0.4807	0.7298	0.8543
No log	12.1111	436	0.7366	0.4807	0.7366	0.8583
No log	12.1667	438	0.7352	0.4819	0.7352	0.8574
No log	12.2222	440	0.7250	0.5505	0.7250	0.8515
No log	12.2778	442	0.7239	0.5703	0.7239	0.8508
No log	12.3333	444	0.7448	0.5711	0.7448	0.8630
No log	12.3889	446	0.7442	0.5610	0.7442	0.8626
No log	12.4444	448	0.7408	0.5808	0.7408	0.8607
No log	12.5	450	0.7411	0.5446	0.7411	0.8609
No log	12.5556	452	0.7323	0.5223	0.7323	0.8558
No log	12.6111	454	0.7237	0.5820	0.7237	0.8507
No log	12.6667	456	0.7273	0.5409	0.7273	0.8528
No log	12.7222	458	0.7511	0.5205	0.7511	0.8667
No log	12.7778	460	0.7432	0.5530	0.7432	0.8621
No log	12.8333	462	0.7511	0.5610	0.7511	0.8666
No log	12.8889	464	0.7738	0.5763	0.7738	0.8797
No log	12.9444	466	0.7914	0.5186	0.7914	0.8896
No log	13.0	468	0.7886	0.5089	0.7886	0.8880
No log	13.0556	470	0.7852	0.5112	0.7852	0.8861
No log	13.1111	472	0.8235	0.4836	0.8235	0.9075
No log	13.1667	474	0.8444	0.4474	0.8444	0.9189
No log	13.2222	476	0.8065	0.4755	0.8065	0.8981
No log	13.2778	478	0.7794	0.5190	0.7794	0.8829
No log	13.3333	480	0.8115	0.4284	0.8115	0.9009
No log	13.3889	482	0.7927	0.4750	0.7927	0.8903
No log	13.4444	484	0.7424	0.5396	0.7424	0.8616
No log	13.5	486	0.8126	0.5355	0.8126	0.9015
No log	13.5556	488	0.9551	0.4572	0.9551	0.9773
No log	13.6111	490	0.9315	0.5198	0.9315	0.9652
No log	13.6667	492	0.8147	0.4943	0.8147	0.9026
No log	13.7222	494	0.7611	0.4675	0.7611	0.8724
No log	13.7778	496	0.7989	0.4976	0.7989	0.8938
No log	13.8333	498	0.8018	0.4723	0.8018	0.8954
0.2663	13.8889	500	0.7797	0.4557	0.7797	0.8830
0.2663	13.9444	502	0.7689	0.4807	0.7689	0.8769
0.2663	14.0	504	0.7598	0.5188	0.7598	0.8717
0.2663	14.0556	506	0.7538	0.5188	0.7538	0.8682
0.2663	14.1111	508	0.7577	0.5060	0.7577	0.8704
0.2663	14.1667	510	0.7867	0.4110	0.7867	0.8869
0.2663	14.2222	512	0.8253	0.4710	0.8253	0.9085
0.2663	14.2778	514	0.8856	0.5026	0.8856	0.9410
0.2663	14.3333	516	0.8894	0.4911	0.8894	0.9431
0.2663	14.3889	518	0.8477	0.4924	0.8477	0.9207
0.2663	14.4444	520	0.7962	0.4741	0.7962	0.8923
0.2663	14.5	522	0.7724	0.4787	0.7724	0.8789
0.2663	14.5556	524	0.7640	0.4813	0.7640	0.8741
0.2663	14.6111	526	0.7701	0.4796	0.7701	0.8776
0.2663	14.6667	528	0.7840	0.4983	0.7840	0.8855
0.2663	14.7222	530	0.7869	0.4633	0.7869	0.8871
0.2663	14.7778	532	0.7632	0.4757	0.7632	0.8736
0.2663	14.8333	534	0.7445	0.4417	0.7445	0.8628
0.2663	14.8889	536	0.7336	0.4417	0.7336	0.8565
0.2663	14.9444	538	0.7422	0.4661	0.7422	0.8615
0.2663	15.0	540	0.7399	0.4297	0.7399	0.8602
0.2663	15.0556	542	0.7362	0.4662	0.7362	0.8580
0.2663	15.1111	544	0.7123	0.4922	0.7123	0.8440
0.2663	15.1667	546	0.7033	0.5287	0.7033	0.8386
0.2663	15.2222	548	0.6974	0.5287	0.6974	0.8351
0.2663	15.2778	550	0.6904	0.5701	0.6904	0.8309
0.2663	15.3333	552	0.6775	0.5701	0.6775	0.8231
0.2663	15.3889	554	0.6702	0.5913	0.6702	0.8186
0.2663	15.4444	556	0.6599	0.5913	0.6599	0.8124
0.2663	15.5	558	0.6570	0.5887	0.6570	0.8105
0.2663	15.5556	560	0.6590	0.6048	0.6590	0.8118
0.2663	15.6111	562	0.6563	0.5731	0.6563	0.8101
0.2663	15.6667	564	0.6611	0.5987	0.6611	0.8131
0.2663	15.7222	566	0.6500	0.5892	0.6500	0.8062
0.2663	15.7778	568	0.6472	0.6197	0.6472	0.8045
0.2663	15.8333	570	0.6368	0.6226	0.6368	0.7980
0.2663	15.8889	572	0.6447	0.6493	0.6447	0.8029
0.2663	15.9444	574	0.6443	0.6589	0.6443	0.8027
0.2663	16.0	576	0.6338	0.6186	0.6338	0.7961
0.2663	16.0556	578	0.6292	0.6011	0.6292	0.7932
0.2663	16.1111	580	0.6390	0.5626	0.6390	0.7994
0.2663	16.1667	582	0.6507	0.6498	0.6507	0.8066
0.2663	16.2222	584	0.6582	0.6043	0.6582	0.8113
0.2663	16.2778	586	0.6517	0.5917	0.6517	0.8073
0.2663	16.3333	588	0.6418	0.5517	0.6418	0.8011
0.2663	16.3889	590	0.6569	0.5438	0.6569	0.8105
0.2663	16.4444	592	0.6610	0.5430	0.6610	0.8130
0.2663	16.5	594	0.6508	0.5831	0.6508	0.8067
0.2663	16.5556	596	0.7283	0.5668	0.7283	0.8534
0.2663	16.6111	598	0.9564	0.5583	0.9564	0.9780
0.2663	16.6667	600	1.0624	0.4497	1.0624	1.0307
0.2663	16.7222	602	0.9962	0.5170	0.9962	0.9981
0.2663	16.7778	604	0.8551	0.5328	0.8551	0.9247
0.2663	16.8333	606	0.7330	0.5356	0.7330	0.8562
0.2663	16.8889	608	0.7238	0.5287	0.7238	0.8508
0.2663	16.9444	610	0.7289	0.5287	0.7289	0.8537
0.2663	17.0	612	0.7321	0.5399	0.7321	0.8556
0.2663	17.0556	614	0.7701	0.4244	0.7701	0.8776
0.2663	17.1111	616	0.8603	0.5279	0.8603	0.9275
0.2663	17.1667	618	0.9014	0.5137	0.9014	0.9494
0.2663	17.2222	620	0.8537	0.5041	0.8537	0.9240
0.2663	17.2778	622	0.8032	0.5397	0.8032	0.8962
0.2663	17.3333	624	0.7482	0.4661	0.7482	0.8650
0.2663	17.3889	626	0.7422	0.5396	0.7422	0.8615
0.2663	17.4444	628	0.7509	0.5174	0.7509	0.8665
0.2663	17.5	630	0.7656	0.5582	0.7656	0.8750
0.2663	17.5556	632	0.8330	0.4421	0.8330	0.9127
0.2663	17.6111	634	0.9354	0.5414	0.9354	0.9672
0.2663	17.6667	636	0.9616	0.5090	0.9616	0.9806
0.2663	17.7222	638	0.9123	0.5018	0.9123	0.9551
0.2663	17.7778	640	0.8279	0.4526	0.8279	0.9099
0.2663	17.8333	642	0.7940	0.4789	0.7940	0.8910
0.2663	17.8889	644	0.7934	0.4789	0.7934	0.8908
0.2663	17.9444	646	0.7932	0.4918	0.7932	0.8906
0.2663	18.0	648	0.7906	0.4659	0.7906	0.8891
0.2663	18.0556	650	0.7901	0.4537	0.7901	0.8889
0.2663	18.1111	652	0.7806	0.4398	0.7806	0.8835
0.2663	18.1667	654	0.7816	0.4527	0.7816	0.8841
0.2663	18.2222	656	0.8013	0.3609	0.8013	0.8952
0.2663	18.2778	658	0.7923	0.4164	0.7923	0.8901

Framework versions

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