ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_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: 0.7804
• Qwk: 0.6912
• Mse: 0.7804
• Rmse: 0.8834

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	0.0357	2	6.9070	0.0179	6.9070	2.6281
No log	0.0714	4	4.4672	0.1070	4.4672	2.1136
No log	0.1071	6	3.4656	0.0108	3.4656	1.8616
No log	0.1429	8	3.2879	-0.0118	3.2879	1.8133
No log	0.1786	10	2.4690	0.0630	2.4690	1.5713
No log	0.2143	12	2.0145	0.0174	2.0145	1.4193
No log	0.25	14	1.9556	0.0917	1.9556	1.3984
No log	0.2857	16	1.9223	0.0727	1.9223	1.3865
No log	0.3214	18	2.1185	0.0840	2.1185	1.4555
No log	0.3571	20	3.3321	-0.0222	3.3321	1.8254
No log	0.3929	22	4.1049	0.0180	4.1049	2.0260
No log	0.4286	24	2.9679	0.0727	2.9679	1.7228
No log	0.4643	26	2.3065	0.2177	2.3065	1.5187
No log	0.5	28	2.2558	0.2432	2.2558	1.5019
No log	0.5357	30	2.4507	0.2119	2.4507	1.5655
No log	0.5714	32	2.1972	0.24	2.1972	1.4823
No log	0.6071	34	1.6876	0.2923	1.6876	1.2991
No log	0.6429	36	1.4515	0.1651	1.4515	1.2048
No log	0.6786	38	1.4299	0.2545	1.4299	1.1958
No log	0.7143	40	1.3570	0.2703	1.3570	1.1649
No log	0.75	42	1.3596	0.3448	1.3596	1.1660
No log	0.7857	44	1.6077	0.3768	1.6077	1.2680
No log	0.8214	46	2.3725	0.2439	2.3725	1.5403
No log	0.8571	48	3.2250	0.2262	3.2250	1.7958
No log	0.8929	50	2.9742	0.1836	2.9742	1.7246
No log	0.9286	52	2.6865	0.1695	2.6865	1.6390
No log	0.9643	54	2.3931	0.1595	2.3931	1.5470
No log	1.0	56	1.9516	0.2449	1.9516	1.3970
No log	1.0357	58	1.5148	0.4397	1.5148	1.2308
No log	1.0714	60	1.3937	0.4571	1.3937	1.1806
No log	1.1071	62	1.9696	0.3250	1.9696	1.4034
No log	1.1429	64	2.5481	0.3200	2.5481	1.5963
No log	1.1786	66	2.1318	0.3810	2.1318	1.4601
No log	1.2143	68	1.4436	0.4810	1.4436	1.2015
No log	1.25	70	1.4697	0.4713	1.4697	1.2123
No log	1.2857	72	1.9190	0.4795	1.9190	1.3853
No log	1.3214	74	2.5686	0.3737	2.5686	1.6027
No log	1.3571	76	3.1261	0.2242	3.1261	1.7681
No log	1.3929	78	2.8133	0.2913	2.8133	1.6773
No log	1.4286	80	1.9019	0.3355	1.9019	1.3791
No log	1.4643	82	1.4255	0.4444	1.4255	1.1939
No log	1.5	84	1.3851	0.3729	1.3851	1.1769
No log	1.5357	86	1.2555	0.2832	1.2555	1.1205
No log	1.5714	88	1.1175	0.4839	1.1175	1.0571
No log	1.6071	90	1.1443	0.4724	1.1443	1.0697
No log	1.6429	92	2.0173	0.4	2.0173	1.4203
No log	1.6786	94	2.9854	0.2871	2.9854	1.7278
No log	1.7143	96	3.2792	0.2870	3.2792	1.8109
No log	1.75	98	2.7962	0.3235	2.7962	1.6722
No log	1.7857	100	2.4311	0.3469	2.4311	1.5592
No log	1.8214	102	1.9216	0.4235	1.9216	1.3862
No log	1.8571	104	1.3552	0.4898	1.3552	1.1641
No log	1.8929	106	1.2855	0.5342	1.2855	1.1338
No log	1.9286	108	1.0533	0.6111	1.0533	1.0263
No log	1.9643	110	1.0635	0.6111	1.0635	1.0313
No log	2.0	112	1.1761	0.5946	1.1761	1.0845
No log	2.0357	114	1.0012	0.6621	1.0012	1.0006
No log	2.0714	116	0.8111	0.6377	0.8111	0.9006
No log	2.1071	118	0.8109	0.6571	0.8109	0.9005
No log	2.1429	120	0.7984	0.6806	0.7984	0.8935
No log	2.1786	122	0.8027	0.7034	0.8027	0.8959
No log	2.2143	124	0.8006	0.7383	0.8006	0.8948
No log	2.25	126	0.7981	0.7347	0.7981	0.8934
No log	2.2857	128	0.7974	0.7162	0.7974	0.8930
No log	2.3214	130	0.8630	0.7407	0.8630	0.9290
No log	2.3571	132	0.8996	0.7412	0.8996	0.9485
No log	2.3929	134	0.8346	0.7195	0.8346	0.9136
No log	2.4286	136	0.7685	0.7273	0.7685	0.8766
No log	2.4643	138	0.8174	0.7273	0.8174	0.9041
No log	2.5	140	0.8979	0.6826	0.8979	0.9476
No log	2.5357	142	1.0093	0.6784	1.0093	1.0046
No log	2.5714	144	1.1084	0.6667	1.1084	1.0528
No log	2.6071	146	0.9508	0.7018	0.9508	0.9751
No log	2.6429	148	0.7478	0.7195	0.7478	0.8648
No log	2.6786	150	0.7202	0.7929	0.7202	0.8486
No log	2.7143	152	0.7135	0.7738	0.7135	0.8447
No log	2.75	154	0.7107	0.7590	0.7107	0.8430
No log	2.7857	156	0.7375	0.7195	0.7375	0.8588
No log	2.8214	158	0.7152	0.7394	0.7152	0.8457
No log	2.8571	160	0.6573	0.7831	0.6573	0.8108
No log	2.8929	162	0.6803	0.8068	0.6803	0.8248
No log	2.9286	164	0.8494	0.7283	0.8494	0.9216
No log	2.9643	166	0.9016	0.7016	0.9016	0.9495
No log	3.0	168	0.7491	0.7640	0.7491	0.8655
No log	3.0357	170	0.6796	0.7978	0.6796	0.8244
No log	3.0714	172	0.7088	0.7956	0.7088	0.8419
No log	3.1071	174	0.8087	0.7568	0.8087	0.8993
No log	3.1429	176	0.8962	0.7090	0.8962	0.9467
No log	3.1786	178	0.7611	0.7869	0.7611	0.8724
No log	3.2143	180	0.7034	0.8	0.7034	0.8387
No log	3.25	182	0.7846	0.7361	0.7846	0.8858
No log	3.2857	184	0.7621	0.7183	0.7621	0.8730
No log	3.3214	186	0.7601	0.7451	0.7601	0.8718
No log	3.3571	188	0.8353	0.7421	0.8353	0.9140
No log	3.3929	190	0.7897	0.7578	0.7897	0.8886
No log	3.4286	192	0.6967	0.7564	0.6967	0.8347
No log	3.4643	194	0.6783	0.7808	0.6783	0.8236
No log	3.5	196	0.7004	0.75	0.7004	0.8369
No log	3.5357	198	0.8261	0.7329	0.8261	0.9089
No log	3.5714	200	0.9802	0.7081	0.9802	0.9901
No log	3.6071	202	1.1343	0.5680	1.1343	1.0650
No log	3.6429	204	0.9972	0.6918	0.9972	0.9986
No log	3.6786	206	0.8132	0.7179	0.8132	0.9018
No log	3.7143	208	0.7767	0.7468	0.7767	0.8813
No log	3.75	210	0.7427	0.7564	0.7427	0.8618
No log	3.7857	212	0.7426	0.7368	0.7426	0.8617
No log	3.8214	214	0.7032	0.7879	0.7032	0.8386
No log	3.8571	216	0.6955	0.8047	0.6955	0.8340
No log	3.8929	218	0.6941	0.7727	0.6941	0.8331
No log	3.9286	220	0.6802	0.7841	0.6802	0.8248
No log	3.9643	222	0.6928	0.7738	0.6928	0.8324
No log	4.0	224	0.7060	0.7545	0.7060	0.8402
No log	4.0357	226	0.7178	0.7342	0.7178	0.8472
No log	4.0714	228	0.6636	0.7975	0.6636	0.8146
No log	4.1071	230	0.6430	0.7976	0.6430	0.8018
No log	4.1429	232	0.6622	0.7882	0.6622	0.8138
No log	4.1786	234	0.6656	0.8205	0.6656	0.8158
No log	4.2143	236	0.6826	0.7703	0.6826	0.8262
No log	4.25	238	0.6750	0.7703	0.6750	0.8216
No log	4.2857	240	0.6544	0.8105	0.6544	0.8089
No log	4.3214	242	0.6503	0.8302	0.6503	0.8064
No log	4.3571	244	0.6525	0.7886	0.6525	0.8078
No log	4.3929	246	0.6479	0.7886	0.6479	0.8049
No log	4.4286	248	0.6416	0.8023	0.6416	0.8010
No log	4.4643	250	0.6512	0.7976	0.6512	0.8069
No log	4.5	252	0.6534	0.8023	0.6534	0.8083
No log	4.5357	254	0.6887	0.7701	0.6887	0.8299
No log	4.5714	256	0.6916	0.7701	0.6916	0.8316
No log	4.6071	258	0.7190	0.7771	0.7190	0.8480
No log	4.6429	260	0.6795	0.7955	0.6795	0.8243
No log	4.6786	262	0.6409	0.8452	0.6409	0.8006
No log	4.7143	264	0.6711	0.7848	0.6711	0.8192
No log	4.75	266	0.6600	0.8447	0.6600	0.8124
No log	4.7857	268	0.6495	0.8485	0.6495	0.8059
No log	4.8214	270	0.6545	0.8199	0.6545	0.8090
No log	4.8571	272	0.6750	0.8050	0.6750	0.8216
No log	4.8929	274	0.6723	0.7848	0.6723	0.8199
No log	4.9286	276	0.6459	0.7875	0.6459	0.8037
No log	4.9643	278	0.6327	0.8075	0.6327	0.7954
No log	5.0	280	0.6240	0.8101	0.6240	0.7899
No log	5.0357	282	0.6416	0.8079	0.6416	0.8010
No log	5.0714	284	0.6488	0.8079	0.6488	0.8055
No log	5.1071	286	0.6641	0.8205	0.6641	0.8149
No log	5.1429	288	0.6694	0.8182	0.6694	0.8182
No log	5.1786	290	0.6839	0.7895	0.6839	0.8270
No log	5.2143	292	0.6928	0.7922	0.6928	0.8324
No log	5.25	294	0.7037	0.8228	0.7037	0.8389
No log	5.2857	296	0.7302	0.8075	0.7302	0.8545
No log	5.3214	298	0.7109	0.8050	0.7109	0.8432
No log	5.3571	300	0.7345	0.7821	0.7345	0.8570
No log	5.3929	302	0.8294	0.7361	0.8294	0.9107
No log	5.4286	304	0.7753	0.7320	0.7753	0.8805
No log	5.4643	306	0.7021	0.7925	0.7021	0.8379
No log	5.5	308	0.6785	0.8148	0.6785	0.8237
No log	5.5357	310	0.6964	0.7976	0.6964	0.8345
No log	5.5714	312	0.6475	0.8344	0.6475	0.8047
No log	5.6071	314	0.6085	0.7722	0.6085	0.7801
No log	5.6429	316	0.6132	0.7662	0.6132	0.7831
No log	5.6786	318	0.5718	0.7792	0.5718	0.7562
No log	5.7143	320	0.5741	0.7867	0.5741	0.7577
No log	5.75	322	0.5764	0.7867	0.5764	0.7592
No log	5.7857	324	0.6076	0.7733	0.6076	0.7795
No log	5.8214	326	0.5962	0.7949	0.5962	0.7721
No log	5.8571	328	0.5906	0.8272	0.5906	0.7685
No log	5.8929	330	0.5691	0.8072	0.5691	0.7544
No log	5.9286	332	0.5781	0.7901	0.5781	0.7604
No log	5.9643	334	0.6191	0.7821	0.6191	0.7869
No log	6.0	336	0.6887	0.7682	0.6887	0.8299
No log	6.0357	338	0.7066	0.7448	0.7066	0.8406
No log	6.0714	340	0.6444	0.7975	0.6444	0.8027
No log	6.1071	342	0.5801	0.8025	0.5801	0.7617
No log	6.1429	344	0.5769	0.7952	0.5769	0.7596
No log	6.1786	346	0.5765	0.8025	0.5765	0.7593
No log	6.2143	348	0.5812	0.7826	0.5812	0.7624
No log	6.25	350	0.6008	0.7821	0.6008	0.7751
No log	6.2857	352	0.6182	0.7703	0.6182	0.7863
No log	6.3214	354	0.6065	0.7763	0.6065	0.7788
No log	6.3571	356	0.5945	0.7922	0.5945	0.7710
No log	6.3929	358	0.6153	0.7742	0.6153	0.7844
No log	6.4286	360	0.6479	0.7799	0.6479	0.8049
No log	6.4643	362	0.6831	0.7758	0.6831	0.8265
No log	6.5	364	0.6730	0.7811	0.6730	0.8203
No log	6.5357	366	0.6374	0.7929	0.6374	0.7984
No log	6.5714	368	0.6383	0.7811	0.6383	0.7989
No log	6.6071	370	0.6447	0.7811	0.6447	0.8030
No log	6.6429	372	0.6655	0.7758	0.6655	0.8158
No log	6.6786	374	0.6861	0.7607	0.6861	0.8283
No log	6.7143	376	0.7035	0.775	0.7035	0.8387
No log	6.75	378	0.7076	0.7625	0.7076	0.8412
No log	6.7857	380	0.6430	0.8026	0.6430	0.8019
No log	6.8214	382	0.6360	0.7639	0.6360	0.7975
No log	6.8571	384	0.6535	0.7517	0.6535	0.8084
No log	6.8929	386	0.6228	0.7692	0.6228	0.7892
No log	6.9286	388	0.5964	0.7702	0.5964	0.7722
No log	6.9643	390	0.6102	0.8024	0.6102	0.7812
No log	7.0	392	0.6201	0.7730	0.6201	0.7875
No log	7.0357	394	0.6866	0.7296	0.6866	0.8286
No log	7.0714	396	0.7600	0.6939	0.7600	0.8718
No log	7.1071	398	0.7324	0.7123	0.7324	0.8558
No log	7.1429	400	0.7395	0.6993	0.7395	0.8600
No log	7.1786	402	0.7045	0.7092	0.7045	0.8394
No log	7.2143	404	0.6201	0.7871	0.6201	0.7875
No log	7.25	406	0.5918	0.8098	0.5918	0.7693
No log	7.2857	408	0.5861	0.8221	0.5861	0.7656
No log	7.3214	410	0.6083	0.8050	0.6083	0.7799
No log	7.3571	412	0.6594	0.7190	0.6594	0.8121
No log	7.3929	414	0.6865	0.7172	0.6865	0.8285
No log	7.4286	416	0.6936	0.7123	0.6936	0.8328
No log	7.4643	418	0.7267	0.7662	0.7267	0.8525
No log	7.5	420	0.7596	0.7771	0.7596	0.8715
No log	7.5357	422	0.8321	0.7516	0.8321	0.9122
No log	7.5714	424	0.8701	0.7516	0.8701	0.9328
No log	7.6071	426	0.7333	0.7875	0.7333	0.8564
No log	7.6429	428	0.6373	0.7805	0.6373	0.7983
No log	7.6786	430	0.6437	0.7547	0.6437	0.8023
No log	7.7143	432	0.6438	0.7613	0.6438	0.8024
No log	7.75	434	0.6374	0.7532	0.6374	0.7983
No log	7.7857	436	0.6155	0.8025	0.6155	0.7845
No log	7.8214	438	0.6252	0.8125	0.6252	0.7907
No log	7.8571	440	0.6172	0.8	0.6172	0.7856
No log	7.8929	442	0.6059	0.8	0.6059	0.7784
No log	7.9286	444	0.5872	0.8098	0.5872	0.7663
No log	7.9643	446	0.5770	0.8098	0.5770	0.7596
No log	8.0	448	0.5818	0.8199	0.5818	0.7627
No log	8.0357	450	0.5784	0.8098	0.5784	0.7605
No log	8.0714	452	0.5702	0.8098	0.5702	0.7551
No log	8.1071	454	0.5698	0.7898	0.5698	0.7549
No log	8.1429	456	0.6254	0.7483	0.6254	0.7908
No log	8.1786	458	0.6284	0.76	0.6284	0.7927
No log	8.2143	460	0.5898	0.8	0.5898	0.7680
No log	8.25	462	0.6162	0.8075	0.6162	0.7850
No log	8.2857	464	0.6449	0.7947	0.6449	0.8031
No log	8.3214	466	0.6672	0.7919	0.6672	0.8168
No log	8.3571	468	0.6707	0.7517	0.6707	0.8189
No log	8.3929	470	0.6381	0.7733	0.6381	0.7988
No log	8.4286	472	0.6050	0.7843	0.6050	0.7778
No log	8.4643	474	0.5927	0.7867	0.5927	0.7699
No log	8.5	476	0.6144	0.7815	0.6144	0.7838
No log	8.5357	478	0.7478	0.6901	0.7478	0.8647
No log	8.5714	480	0.8281	0.6571	0.8281	0.9100
No log	8.6071	482	0.7550	0.7007	0.7550	0.8689
No log	8.6429	484	0.6819	0.6857	0.6819	0.8258
No log	8.6786	486	0.6786	0.7376	0.6786	0.8238
No log	8.7143	488	0.7167	0.6857	0.7167	0.8466
No log	8.75	490	0.7067	0.7083	0.7066	0.8406
No log	8.7857	492	0.6629	0.7632	0.6629	0.8142
No log	8.8214	494	0.6461	0.7643	0.6461	0.8038
No log	8.8571	496	0.6413	0.7564	0.6413	0.8008
No log	8.8929	498	0.6727	0.7467	0.6727	0.8202
0.4313	8.9286	500	0.7267	0.7133	0.7267	0.8525
0.4313	8.9643	502	0.7142	0.7324	0.7142	0.8451
0.4313	9.0	504	0.7105	0.7482	0.7105	0.8429
0.4313	9.0357	506	0.7031	0.7338	0.7031	0.8385
0.4313	9.0714	508	0.6714	0.7518	0.6714	0.8194
0.4313	9.1071	510	0.7031	0.7606	0.7031	0.8385
0.4313	9.1429	512	0.8565	0.6714	0.8565	0.9254
0.4313	9.1786	514	1.0111	0.5816	1.0111	1.0055
0.4313	9.2143	516	0.9744	0.5915	0.9744	0.9871
0.4313	9.25	518	0.8010	0.7123	0.8010	0.8950
0.4313	9.2857	520	0.6575	0.7785	0.6575	0.8109
0.4313	9.3214	522	0.6506	0.7582	0.6506	0.8066
0.4313	9.3571	524	0.6811	0.7799	0.6811	0.8253
0.4313	9.3929	526	0.6560	0.7613	0.6560	0.8099
0.4313	9.4286	528	0.6489	0.7651	0.6489	0.8055
0.4313	9.4643	530	0.7086	0.7808	0.7086	0.8418
0.4313	9.5	532	0.7135	0.7808	0.7135	0.8447
0.4313	9.5357	534	0.6686	0.7703	0.6686	0.8177
0.4313	9.5714	536	0.6528	0.7564	0.6528	0.8080
0.4313	9.6071	538	0.6562	0.7799	0.6562	0.8100
0.4313	9.6429	540	0.6450	0.7975	0.6450	0.8031
0.4313	9.6786	542	0.6016	0.8075	0.6016	0.7756
0.4313	9.7143	544	0.5885	0.8	0.5885	0.7671
0.4313	9.75	546	0.5866	0.8125	0.5866	0.7659
0.4313	9.7857	548	0.5903	0.7925	0.5903	0.7683
0.4313	9.8214	550	0.5958	0.7927	0.5958	0.7719
0.4313	9.8571	552	0.6074	0.7811	0.6074	0.7793
0.4313	9.8929	554	0.5883	0.7857	0.5883	0.7670
0.4313	9.9286	556	0.5727	0.7857	0.5727	0.7568
0.4313	9.9643	558	0.5596	0.8242	0.5596	0.7480
0.4313	10.0	560	0.5584	0.8025	0.5584	0.7473
0.4313	10.0357	562	0.5825	0.7821	0.5825	0.7632
0.4313	10.0714	564	0.6047	0.8025	0.6047	0.7776
0.4313	10.1071	566	0.6446	0.7949	0.6446	0.8029
0.4313	10.1429	568	0.6909	0.8075	0.6909	0.8312
0.4313	10.1786	570	0.6961	0.8101	0.6961	0.8343
0.4313	10.2143	572	0.6683	0.7785	0.6683	0.8175
0.4313	10.25	574	0.6457	0.7465	0.6457	0.8036
0.4313	10.2857	576	0.6719	0.7639	0.6719	0.8197
0.4313	10.3214	578	0.6873	0.75	0.6873	0.8290
0.4313	10.3571	580	0.7127	0.7310	0.7127	0.8442
0.4313	10.3929	582	0.8125	0.6892	0.8125	0.9014
0.4313	10.4286	584	0.8355	0.6892	0.8355	0.9141
0.4313	10.4643	586	0.7897	0.6892	0.7897	0.8887
0.4313	10.5	588	0.7845	0.7027	0.7845	0.8857
0.4313	10.5357	590	0.7999	0.7211	0.7999	0.8944
0.4313	10.5714	592	0.8077	0.75	0.8077	0.8987
0.4313	10.6071	594	0.8702	0.75	0.8702	0.9328
0.4313	10.6429	596	0.9041	0.7023	0.9041	0.9508
0.4313	10.6786	598	0.8465	0.6970	0.8465	0.9200
0.4313	10.7143	600	0.7385	0.7059	0.7385	0.8594
0.4313	10.75	602	0.6466	0.7324	0.6466	0.8041
0.4313	10.7857	604	0.5890	0.7639	0.5890	0.7675
0.4313	10.8214	606	0.5764	0.7639	0.5764	0.7592
0.4313	10.8571	608	0.5510	0.7922	0.5510	0.7423
0.4313	10.8929	610	0.5463	0.7975	0.5463	0.7391
0.4313	10.9286	612	0.5858	0.7927	0.5858	0.7654
0.4313	10.9643	614	0.5892	0.7977	0.5892	0.7676
0.4313	11.0	616	0.5653	0.7931	0.5653	0.7519
0.4313	11.0357	618	0.5556	0.7977	0.5556	0.7454
0.4313	11.0714	620	0.5480	0.7853	0.5480	0.7403
0.4313	11.1071	622	0.5675	0.7974	0.5675	0.7533
0.4313	11.1429	624	0.6020	0.7843	0.6020	0.7759
0.4313	11.1786	626	0.6782	0.7673	0.6782	0.8236
0.4313	11.2143	628	0.7281	0.7636	0.7281	0.8533
0.4313	11.25	630	0.6722	0.7826	0.6722	0.8199
0.4313	11.2857	632	0.5942	0.7895	0.5942	0.7709
0.4313	11.3214	634	0.6289	0.7895	0.6289	0.7931
0.4313	11.3571	636	0.6381	0.7682	0.6381	0.7988
0.4313	11.3929	638	0.6157	0.7792	0.6157	0.7847
0.4313	11.4286	640	0.5894	0.7771	0.5894	0.7677
0.4313	11.4643	642	0.5803	0.8101	0.5803	0.7618
0.4313	11.5	644	0.5984	0.7712	0.5984	0.7736
0.4313	11.5357	646	0.6400	0.7361	0.6400	0.8000
0.4313	11.5714	648	0.7245	0.7	0.7245	0.8512
0.4313	11.6071	650	0.7983	0.6912	0.7983	0.8935
0.4313	11.6429	652	0.8059	0.6765	0.8059	0.8977
0.4313	11.6786	654	0.7949	0.6765	0.7949	0.8916
0.4313	11.7143	656	0.7804	0.6912	0.7804	0.8834

Framework versions

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