ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.8679
• Qwk: 0.3646
• Mse: 0.8679
• Rmse: 0.9316

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	0.0267	2	4.2635	-0.0387	4.2635	2.0648
No log	0.0533	4	2.8604	-0.0667	2.8604	1.6913
No log	0.08	6	1.8067	-0.0381	1.8067	1.3441
No log	0.1067	8	1.1802	0.2023	1.1802	1.0864
No log	0.1333	10	1.0697	0.1657	1.0697	1.0343
No log	0.16	12	0.9538	0.3667	0.9538	0.9766
No log	0.1867	14	1.1650	0.2343	1.1650	1.0794
No log	0.2133	16	1.0834	0.2196	1.0834	1.0408
No log	0.24	18	0.9022	0.3942	0.9022	0.9499
No log	0.2667	20	0.9463	0.3229	0.9463	0.9728
No log	0.2933	22	0.9419	0.3200	0.9419	0.9705
No log	0.32	24	1.3832	0.1347	1.3832	1.1761
No log	0.3467	26	1.3717	0.1184	1.3717	1.1712
No log	0.3733	28	1.0030	0.3651	1.0030	1.0015
No log	0.4	30	0.9325	0.3314	0.9325	0.9657
No log	0.4267	32	0.9387	0.3314	0.9387	0.9688
No log	0.4533	34	1.0771	0.3377	1.0771	1.0378
No log	0.48	36	1.6915	0.1796	1.6915	1.3006
No log	0.5067	38	1.8661	0.1701	1.8661	1.3660
No log	0.5333	40	1.3964	0.2418	1.3964	1.1817
No log	0.56	42	0.9725	0.2593	0.9725	0.9861
No log	0.5867	44	1.0327	0.2114	1.0327	1.0162
No log	0.6133	46	1.0548	0.1685	1.0548	1.0270
No log	0.64	48	0.9682	0.2911	0.9682	0.9840
No log	0.6667	50	1.0291	0.3143	1.0291	1.0144
No log	0.6933	52	1.1294	0.1953	1.1294	1.0627
No log	0.72	54	1.1342	0.1953	1.1342	1.0650
No log	0.7467	56	1.0611	0.2520	1.0611	1.0301
No log	0.7733	58	1.0674	0.3552	1.0674	1.0331
No log	0.8	60	1.0866	0.3225	1.0866	1.0424
No log	0.8267	62	1.0185	0.4036	1.0185	1.0092
No log	0.8533	64	0.9973	0.4158	0.9973	0.9987
No log	0.88	66	1.0200	0.3784	1.0200	1.0100
No log	0.9067	68	1.0168	0.3038	1.0168	1.0084
No log	0.9333	70	1.0318	0.3741	1.0318	1.0158
No log	0.96	72	1.0005	0.3496	1.0005	1.0003
No log	0.9867	74	0.9880	0.3525	0.9880	0.9940
No log	1.0133	76	0.9658	0.3583	0.9658	0.9828
No log	1.04	78	0.9536	0.3968	0.9536	0.9765
No log	1.0667	80	0.9413	0.4002	0.9413	0.9702
No log	1.0933	82	0.8987	0.4657	0.8987	0.9480
No log	1.12	84	0.8654	0.4856	0.8654	0.9303
No log	1.1467	86	0.8574	0.4304	0.8574	0.9259
No log	1.1733	88	0.8380	0.4417	0.8380	0.9154
No log	1.2	90	0.8200	0.4774	0.8200	0.9056
No log	1.2267	92	0.9026	0.4777	0.9026	0.9500
No log	1.2533	94	0.9650	0.4612	0.9650	0.9823
No log	1.28	96	0.8456	0.4845	0.8456	0.9196
No log	1.3067	98	0.8364	0.3780	0.8364	0.9146
No log	1.3333	100	0.9018	0.2919	0.9018	0.9496
No log	1.3600	102	0.8580	0.3637	0.8580	0.9263
No log	1.3867	104	0.8538	0.4807	0.8538	0.9240
No log	1.4133	106	0.9009	0.4021	0.9009	0.9492
No log	1.44	108	0.8360	0.4241	0.8360	0.9143
No log	1.4667	110	0.8761	0.3819	0.8761	0.9360
No log	1.4933	112	0.9302	0.3188	0.9302	0.9645
No log	1.52	114	0.8151	0.4456	0.8151	0.9028
No log	1.5467	116	0.8396	0.5626	0.8396	0.9163
No log	1.5733	118	0.9219	0.4170	0.9219	0.9602
No log	1.6	120	0.8941	0.4955	0.8941	0.9455
No log	1.6267	122	0.8594	0.4413	0.8594	0.9271
No log	1.6533	124	0.8468	0.5373	0.8468	0.9202
No log	1.6800	126	0.8309	0.4995	0.8309	0.9116
No log	1.7067	128	0.8169	0.4883	0.8169	0.9038
No log	1.7333	130	0.8334	0.4707	0.8334	0.9129
No log	1.76	132	0.8382	0.5060	0.8382	0.9155
No log	1.7867	134	0.8313	0.4888	0.8313	0.9118
No log	1.8133	136	0.8518	0.5517	0.8518	0.9229
No log	1.8400	138	0.8843	0.5085	0.8843	0.9403
No log	1.8667	140	0.8936	0.5530	0.8936	0.9453
No log	1.8933	142	0.8572	0.4704	0.8572	0.9258
No log	1.92	144	0.8510	0.4648	0.8510	0.9225
No log	1.9467	146	0.8812	0.5305	0.8812	0.9387
No log	1.9733	148	0.8375	0.5318	0.8375	0.9152
No log	2.0	150	0.8278	0.5112	0.8278	0.9099
No log	2.0267	152	0.8818	0.4268	0.8818	0.9390
No log	2.0533	154	0.9332	0.5011	0.9332	0.9660
No log	2.08	156	1.1167	0.3514	1.1167	1.0567
No log	2.1067	158	1.1607	0.3529	1.1607	1.0774
No log	2.1333	160	1.0573	0.4314	1.0573	1.0282
No log	2.16	162	0.8988	0.4798	0.8988	0.9481
No log	2.1867	164	0.8175	0.4598	0.8175	0.9042
No log	2.2133	166	0.8673	0.3841	0.8673	0.9313
No log	2.24	168	0.8797	0.3424	0.8797	0.9379
No log	2.2667	170	0.8947	0.3027	0.8947	0.9459
No log	2.2933	172	0.9017	0.3576	0.9017	0.9496
No log	2.32	174	0.9070	0.3358	0.9070	0.9523
No log	2.3467	176	0.9087	0.4136	0.9087	0.9532
No log	2.3733	178	0.9061	0.4257	0.9061	0.9519
No log	2.4	180	0.8793	0.3559	0.8793	0.9377
No log	2.4267	182	0.9026	0.5182	0.9026	0.9500
No log	2.4533	184	1.0278	0.3052	1.0278	1.0138
No log	2.48	186	1.0672	0.3291	1.0672	1.0331
No log	2.5067	188	0.9122	0.4866	0.9122	0.9551
No log	2.5333	190	0.9135	0.4373	0.9135	0.9558
No log	2.56	192	0.9960	0.3864	0.9960	0.9980
No log	2.5867	194	0.9066	0.4051	0.9066	0.9522
No log	2.6133	196	0.8287	0.4480	0.8287	0.9103
No log	2.64	198	0.8437	0.4038	0.8437	0.9185
No log	2.6667	200	0.9089	0.3683	0.9089	0.9534
No log	2.6933	202	0.8623	0.3970	0.8623	0.9286
No log	2.7200	204	0.8069	0.4908	0.8069	0.8983
No log	2.7467	206	0.8852	0.3558	0.8852	0.9409
No log	2.7733	208	0.9505	0.3556	0.9505	0.9749
No log	2.8	210	0.9241	0.3531	0.9241	0.9613
No log	2.8267	212	0.9563	0.3394	0.9563	0.9779
No log	2.8533	214	0.9458	0.2200	0.9458	0.9725
No log	2.88	216	0.9182	0.2350	0.9182	0.9582
No log	2.9067	218	0.8847	0.3382	0.8847	0.9406
No log	2.9333	220	0.8767	0.3702	0.8767	0.9363
No log	2.96	222	0.9102	0.3957	0.9102	0.9540
No log	2.9867	224	0.9523	0.3956	0.9523	0.9759
No log	3.0133	226	0.9128	0.4071	0.9128	0.9554
No log	3.04	228	0.8535	0.4644	0.8535	0.9238
No log	3.0667	230	0.8416	0.4296	0.8416	0.9174
No log	3.0933	232	0.8363	0.4520	0.8363	0.9145
No log	3.12	234	0.8485	0.4067	0.8485	0.9212
No log	3.1467	236	0.9226	0.3648	0.9226	0.9605
No log	3.1733	238	1.0114	0.4192	1.0114	1.0057
No log	3.2	240	0.9907	0.3445	0.9907	0.9953
No log	3.2267	242	0.9396	0.4434	0.9396	0.9693
No log	3.2533	244	1.0102	0.3785	1.0102	1.0051
No log	3.2800	246	1.0006	0.3902	1.0006	1.0003
No log	3.3067	248	0.8864	0.4033	0.8864	0.9415
No log	3.3333	250	0.8839	0.3151	0.8839	0.9401
No log	3.36	252	0.9449	0.2400	0.9449	0.9720
No log	3.3867	254	0.9132	0.2365	0.9132	0.9556
No log	3.4133	256	0.8443	0.3625	0.8443	0.9189
No log	3.44	258	0.8454	0.3089	0.8454	0.9195
No log	3.4667	260	0.9142	0.4174	0.9142	0.9562
No log	3.4933	262	0.9415	0.4455	0.9415	0.9703
No log	3.52	264	0.8719	0.4710	0.8719	0.9338
No log	3.5467	266	0.8147	0.5103	0.8147	0.9026
No log	3.5733	268	0.7960	0.4908	0.7960	0.8922
No log	3.6	270	0.7901	0.5146	0.7901	0.8889
No log	3.6267	272	0.8212	0.4960	0.8212	0.9062
No log	3.6533	274	0.9257	0.4369	0.9257	0.9622
No log	3.68	276	0.9784	0.4781	0.9784	0.9892
No log	3.7067	278	0.9403	0.4783	0.9403	0.9697
No log	3.7333	280	0.8623	0.4681	0.8623	0.9286
No log	3.76	282	0.7942	0.4851	0.7942	0.8912
No log	3.7867	284	0.7887	0.4851	0.7887	0.8881
No log	3.8133	286	0.7905	0.5093	0.7905	0.8891
No log	3.84	288	0.7905	0.5183	0.7905	0.8891
No log	3.8667	290	0.8731	0.4472	0.8731	0.9344
No log	3.8933	292	0.8778	0.4490	0.8778	0.9369
No log	3.92	294	0.7951	0.5054	0.7951	0.8917
No log	3.9467	296	0.7619	0.5402	0.7619	0.8729
No log	3.9733	298	0.8015	0.5080	0.8015	0.8953
No log	4.0	300	0.8033	0.4962	0.8033	0.8963
No log	4.0267	302	0.7646	0.4914	0.7646	0.8744
No log	4.0533	304	0.7711	0.5245	0.7711	0.8781
No log	4.08	306	0.7868	0.5698	0.7868	0.8870
No log	4.1067	308	0.7672	0.4908	0.7672	0.8759
No log	4.1333	310	0.9031	0.4135	0.9031	0.9503
No log	4.16	312	1.0307	0.2667	1.0307	1.0152
No log	4.1867	314	0.9151	0.3890	0.9151	0.9566
No log	4.2133	316	0.7874	0.4398	0.7874	0.8874
No log	4.24	318	0.8239	0.4855	0.8239	0.9077
No log	4.2667	320	0.8277	0.5103	0.8277	0.9098
No log	4.2933	322	0.8301	0.4544	0.8301	0.9111
No log	4.32	324	0.8388	0.4329	0.8388	0.9159
No log	4.3467	326	0.8257	0.4776	0.8257	0.9087
No log	4.3733	328	0.8361	0.4215	0.8361	0.9144
No log	4.4	330	0.9292	0.3815	0.9292	0.9640
No log	4.4267	332	0.9856	0.3387	0.9856	0.9928
No log	4.4533	334	0.9104	0.4642	0.9104	0.9541
No log	4.48	336	0.8523	0.5030	0.8523	0.9232
No log	4.5067	338	0.8377	0.4042	0.8377	0.9153
No log	4.5333	340	0.8298	0.4042	0.8298	0.9109
No log	4.5600	342	0.8351	0.4151	0.8351	0.9138
No log	4.5867	344	0.8557	0.4277	0.8557	0.9250
No log	4.6133	346	0.8537	0.4277	0.8537	0.9240
No log	4.64	348	0.8431	0.4279	0.8431	0.9182
No log	4.6667	350	0.8597	0.5072	0.8597	0.9272
No log	4.6933	352	0.8978	0.4830	0.8978	0.9475
No log	4.72	354	0.9174	0.4825	0.9174	0.9578
No log	4.7467	356	0.8898	0.4830	0.8898	0.9433
No log	4.7733	358	0.8529	0.4648	0.8529	0.9235
No log	4.8	360	0.8540	0.4547	0.8540	0.9241
No log	4.8267	362	0.8597	0.4312	0.8597	0.9272
No log	4.8533	364	0.8196	0.4398	0.8196	0.9053
No log	4.88	366	0.8273	0.4629	0.8273	0.9095
No log	4.9067	368	0.8341	0.4632	0.8341	0.9133
No log	4.9333	370	0.8478	0.4455	0.8478	0.9208
No log	4.96	372	0.8658	0.4450	0.8658	0.9305
No log	4.9867	374	0.8469	0.3284	0.8469	0.9203
No log	5.0133	376	0.8800	0.4601	0.8800	0.9381
No log	5.04	378	0.9532	0.3921	0.9532	0.9763
No log	5.0667	380	0.9884	0.3511	0.9884	0.9942
No log	5.0933	382	0.9254	0.3330	0.9254	0.9620
No log	5.12	384	0.8382	0.3543	0.8382	0.9155
No log	5.1467	386	0.7838	0.4223	0.7838	0.8853
No log	5.1733	388	0.7723	0.3981	0.7723	0.8788
No log	5.2	390	0.7690	0.4105	0.7690	0.8769
No log	5.2267	392	0.8072	0.3658	0.8072	0.8985
No log	5.2533	394	0.8659	0.3192	0.8659	0.9306
No log	5.28	396	0.8527	0.3192	0.8527	0.9234
No log	5.3067	398	0.7993	0.4192	0.7993	0.8941
No log	5.3333	400	0.7948	0.4105	0.7948	0.8915
No log	5.36	402	0.8180	0.4398	0.8180	0.9044
No log	5.3867	404	0.8295	0.4119	0.8295	0.9108
No log	5.4133	406	0.8406	0.4241	0.8406	0.9168
No log	5.44	408	0.8530	0.4067	0.8530	0.9236
No log	5.4667	410	0.8843	0.2942	0.8843	0.9404
No log	5.4933	412	0.8595	0.3360	0.8595	0.9271
No log	5.52	414	0.8435	0.4105	0.8435	0.9184
No log	5.5467	416	0.8513	0.4643	0.8513	0.9226
No log	5.5733	418	0.8473	0.4883	0.8473	0.9205
No log	5.6	420	0.8661	0.4898	0.8661	0.9306
No log	5.6267	422	0.8865	0.4277	0.8865	0.9415
No log	5.6533	424	0.8931	0.4277	0.8931	0.9450
No log	5.68	426	0.8901	0.4398	0.8901	0.9435
No log	5.7067	428	0.8927	0.4398	0.8927	0.9448
No log	5.7333	430	0.8909	0.4277	0.8909	0.9439
No log	5.76	432	0.8952	0.4277	0.8952	0.9461
No log	5.7867	434	0.8737	0.4772	0.8737	0.9347
No log	5.8133	436	0.8548	0.4861	0.8548	0.9246
No log	5.84	438	0.8613	0.4973	0.8613	0.9281
No log	5.8667	440	0.8647	0.3372	0.8647	0.9299
No log	5.8933	442	0.8405	0.3089	0.8405	0.9168
No log	5.92	444	0.8290	0.3652	0.8290	0.9105
No log	5.9467	446	0.8163	0.4216	0.8163	0.9035
No log	5.9733	448	0.8191	0.4344	0.8191	0.9050
No log	6.0	450	0.8121	0.4344	0.8121	0.9012
No log	6.0267	452	0.8390	0.3958	0.8390	0.9160
No log	6.0533	454	0.8921	0.4318	0.8921	0.9445
No log	6.08	456	0.9041	0.4460	0.9041	0.9508
No log	6.1067	458	0.8520	0.4839	0.8520	0.9230
No log	6.1333	460	0.8034	0.4234	0.8034	0.8963
No log	6.16	462	0.7966	0.3960	0.7966	0.8925
No log	6.1867	464	0.8045	0.4473	0.8045	0.8970
No log	6.2133	466	0.8466	0.4958	0.8466	0.9201
No log	6.24	468	0.8932	0.4713	0.8932	0.9451
No log	6.2667	470	0.8700	0.4713	0.8700	0.9327
No log	6.2933	472	0.8759	0.4713	0.8759	0.9359
No log	6.32	474	0.8447	0.4473	0.8447	0.9191
No log	6.3467	476	0.8211	0.3914	0.8211	0.9061
No log	6.3733	478	0.8242	0.3779	0.8242	0.9078
No log	6.4	480	0.8291	0.3817	0.8291	0.9105
No log	6.4267	482	0.8393	0.4097	0.8393	0.9161
No log	6.4533	484	0.9108	0.4606	0.9108	0.9544
No log	6.48	486	0.9977	0.4798	0.9977	0.9988
No log	6.5067	488	1.0074	0.4786	1.0074	1.0037
No log	6.5333	490	0.9259	0.4592	0.9259	0.9622
No log	6.5600	492	0.8306	0.4473	0.8306	0.9114
No log	6.5867	494	0.8146	0.4444	0.8146	0.9026
No log	6.6133	496	0.8169	0.4186	0.8169	0.9038
No log	6.64	498	0.8209	0.3757	0.8209	0.9060
0.2648	6.6667	500	0.8270	0.4115	0.8270	0.9094
0.2648	6.6933	502	0.8485	0.4473	0.8485	0.9211
0.2648	6.72	504	0.8527	0.4353	0.8527	0.9234
0.2648	6.7467	506	0.8502	0.3878	0.8502	0.9221
0.2648	6.7733	508	0.8685	0.5218	0.8685	0.9319
0.2648	6.8	510	0.9048	0.4710	0.9048	0.9512
0.2648	6.8267	512	0.8886	0.5062	0.8886	0.9426
0.2648	6.8533	514	0.8491	0.4729	0.8491	0.9214
0.2648	6.88	516	0.8219	0.4490	0.8219	0.9066
0.2648	6.9067	518	0.8130	0.4119	0.8130	0.9017
0.2648	6.9333	520	0.8191	0.4216	0.8191	0.9050
0.2648	6.96	522	0.8415	0.4078	0.8415	0.9173
0.2648	6.9867	524	0.8379	0.4078	0.8379	0.9153
0.2648	7.0133	526	0.8361	0.3799	0.8361	0.9144
0.2648	7.04	528	0.8333	0.3799	0.8333	0.9129
0.2648	7.0667	530	0.8086	0.4490	0.8086	0.8992
0.2648	7.0933	532	0.7923	0.4643	0.7923	0.8901
0.2648	7.12	534	0.7799	0.5302	0.7799	0.8831
0.2648	7.1467	536	0.7773	0.5288	0.7773	0.8816
0.2648	7.1733	538	0.7960	0.4980	0.7960	0.8922
0.2648	7.2	540	0.8301	0.4595	0.8301	0.9111
0.2648	7.2267	542	0.8152	0.4078	0.8152	0.9029
0.2648	7.2533	544	0.7998	0.4082	0.7998	0.8943
0.2648	7.28	546	0.8013	0.4082	0.8013	0.8951
0.2648	7.3067	548	0.8100	0.3959	0.8100	0.9000
0.2648	7.3333	550	0.8155	0.4227	0.8155	0.9031
0.2648	7.36	552	0.8210	0.4227	0.8210	0.9061
0.2648	7.3867	554	0.8236	0.4227	0.8236	0.9075
0.2648	7.4133	556	0.8240	0.3959	0.8240	0.9077
0.2648	7.44	558	0.8124	0.3799	0.8124	0.9013
0.2648	7.4667	560	0.7901	0.3838	0.7901	0.8889
0.2648	7.4933	562	0.7814	0.4416	0.7814	0.8840
0.2648	7.52	564	0.7727	0.4554	0.7727	0.8790
0.2648	7.5467	566	0.7749	0.4285	0.7749	0.8803
0.2648	7.5733	568	0.7701	0.4554	0.7701	0.8776
0.2648	7.6	570	0.7690	0.4554	0.7690	0.8769
0.2648	7.6267	572	0.7658	0.4554	0.7658	0.8751
0.2648	7.6533	574	0.7702	0.4554	0.7702	0.8776
0.2648	7.68	576	0.7953	0.4554	0.7953	0.8918
0.2648	7.7067	578	0.8448	0.4472	0.8448	0.9191
0.2648	7.7333	580	0.8270	0.5084	0.8270	0.9094
0.2648	7.76	582	0.7823	0.5146	0.7823	0.8845
0.2648	7.7867	584	0.8079	0.4741	0.8079	0.8988
0.2648	7.8133	586	0.8209	0.4136	0.8209	0.9060
0.2648	7.84	588	0.8070	0.4123	0.8070	0.8984
0.2648	7.8667	590	0.7751	0.4248	0.7751	0.8804
0.2648	7.8933	592	0.7684	0.4391	0.7684	0.8766
0.2648	7.92	594	0.7717	0.4285	0.7717	0.8784
0.2648	7.9467	596	0.7778	0.4285	0.7778	0.8819
0.2648	7.9733	598	0.7763	0.4537	0.7763	0.8811
0.2648	8.0	600	0.7774	0.4644	0.7774	0.8817
0.2648	8.0267	602	0.8069	0.4988	0.8069	0.8983
0.2648	8.0533	604	0.8595	0.4595	0.8595	0.9271
0.2648	8.08	606	0.8543	0.4595	0.8543	0.9243
0.2648	8.1067	608	0.8226	0.3960	0.8226	0.9070
0.2648	8.1333	610	0.8072	0.4119	0.8072	0.8985
0.2648	8.16	612	0.8165	0.4259	0.8165	0.9036
0.2648	8.1867	614	0.8170	0.4524	0.8170	0.9039
0.2648	8.2133	616	0.8232	0.4893	0.8232	0.9073
0.2648	8.24	618	0.8319	0.4988	0.8319	0.9121
0.2648	8.2667	620	0.8313	0.4757	0.8313	0.9118
0.2648	8.2933	622	0.8288	0.4988	0.8288	0.9104
0.2648	8.32	624	0.8202	0.4251	0.8202	0.9057
0.2648	8.3467	626	0.8176	0.4659	0.8176	0.9042
0.2648	8.3733	628	0.8191	0.4659	0.8191	0.9051
0.2648	8.4	630	0.8064	0.3693	0.8064	0.8980
0.2648	8.4267	632	0.8087	0.3693	0.8087	0.8993
0.2648	8.4533	634	0.8130	0.3576	0.8130	0.9017
0.2648	8.48	636	0.8220	0.4251	0.8220	0.9066
0.2648	8.5067	638	0.8227	0.4511	0.8227	0.9070
0.2648	8.5333	640	0.8404	0.4923	0.8404	0.9167
0.2648	8.56	642	0.8810	0.4225	0.8810	0.9386
0.2648	8.5867	644	0.9302	0.4386	0.9302	0.9645
0.2648	8.6133	646	0.9212	0.3853	0.9212	0.9598
0.2648	8.64	648	0.8736	0.4929	0.8736	0.9347
0.2648	8.6667	650	0.8665	0.4128	0.8665	0.9308
0.2648	8.6933	652	0.8720	0.4115	0.8720	0.9338
0.2648	8.72	654	0.8829	0.3548	0.8829	0.9396
0.2648	8.7467	656	0.8852	0.3837	0.8852	0.9409
0.2648	8.7733	658	0.8740	0.3646	0.8740	0.9349
0.2648	8.8	660	0.8679	0.3646	0.8679	0.9316

Framework versions

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