ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k15_task3_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: 0.6381
• Qwk: 0.3443
• Mse: 0.6381
• Rmse: 0.7988

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	0.0308	2	3.1184	0.0097	3.1184	1.7659
No log	0.0615	4	1.7661	0.0438	1.7661	1.3289
No log	0.0923	6	0.9263	0.0744	0.9263	0.9625
No log	0.1231	8	0.7490	-0.1733	0.7490	0.8654
No log	0.1538	10	0.6176	-0.0159	0.6176	0.7858
No log	0.1846	12	0.5534	0.0569	0.5534	0.7439
No log	0.2154	14	0.5366	0.0476	0.5366	0.7326
No log	0.2462	16	0.8191	0.1111	0.8191	0.9051
No log	0.2769	18	1.0757	0.0244	1.0757	1.0372
No log	0.3077	20	0.5863	0.1773	0.5863	0.7657
No log	0.3385	22	0.6057	0.0	0.6057	0.7783
No log	0.3692	24	0.6686	0.0	0.6686	0.8177
No log	0.4	26	0.6770	0.0	0.6770	0.8228
No log	0.4308	28	0.6263	0.0	0.6263	0.7914
No log	0.4615	30	0.5913	0.0388	0.5913	0.7689
No log	0.4923	32	0.9717	0.0933	0.9717	0.9857
No log	0.5231	34	0.7350	0.1264	0.7350	0.8573
No log	0.5538	36	0.8705	0.0095	0.8705	0.9330
No log	0.5846	38	0.7014	0.0769	0.7014	0.8375
No log	0.6154	40	0.6777	0.1233	0.6777	0.8232
No log	0.6462	42	0.6041	0.0423	0.6041	0.7773
No log	0.6769	44	0.5870	0.0504	0.5870	0.7661
No log	0.7077	46	0.6686	0.2542	0.6686	0.8177
No log	0.7385	48	0.6411	0.1515	0.6411	0.8007
No log	0.7692	50	0.6361	0.1515	0.6361	0.7976
No log	0.8	52	0.5811	0.0448	0.5811	0.7623
No log	0.8308	54	0.7479	0.1445	0.7479	0.8648
No log	0.8615	56	0.9074	0.1855	0.9074	0.9526
No log	0.8923	58	0.6808	0.1111	0.6808	0.8251
No log	0.9231	60	0.9612	0.1055	0.9612	0.9804
No log	0.9538	62	1.2983	0.0698	1.2983	1.1394
No log	0.9846	64	1.0584	0.0745	1.0584	1.0288
No log	1.0154	66	0.6519	0.0476	0.6519	0.8074
No log	1.0462	68	0.5777	-0.0159	0.5777	0.7600
No log	1.0769	70	0.7756	0.3200	0.7756	0.8807
No log	1.1077	72	0.6932	0.3455	0.6932	0.8326
No log	1.1385	74	0.5303	0.0476	0.5303	0.7283
No log	1.1692	76	0.6123	0.3224	0.6123	0.7825
No log	1.2	78	0.7250	0.2877	0.7250	0.8515
No log	1.2308	80	0.5312	0.2683	0.5312	0.7288
No log	1.2615	82	0.6581	0.2889	0.6581	0.8112
No log	1.2923	84	1.1864	0.0915	1.1864	1.0892
No log	1.3231	86	1.1472	0.0857	1.1472	1.0711
No log	1.3538	88	0.6300	0.3369	0.6300	0.7937
No log	1.3846	90	0.5897	0.2842	0.5897	0.7679
No log	1.4154	92	0.5221	0.2883	0.5221	0.7226
No log	1.4462	94	0.6801	0.2809	0.6801	0.8247
No log	1.4769	96	0.8304	0.28	0.8304	0.9113
No log	1.5077	98	0.6015	0.2393	0.6015	0.7755
No log	1.5385	100	0.5228	0.3000	0.5228	0.7230
No log	1.5692	102	0.5276	0.3000	0.5276	0.7264
No log	1.6	104	0.5605	0.3412	0.5605	0.7487
No log	1.6308	106	0.6708	0.1461	0.6708	0.8190
No log	1.6615	108	0.6421	0.3103	0.6421	0.8013
No log	1.6923	110	0.6683	0.2088	0.6683	0.8175
No log	1.7231	112	0.8358	0.1504	0.8358	0.9142
No log	1.7538	114	0.6452	0.3258	0.6452	0.8032
No log	1.7846	116	0.6127	0.2914	0.6127	0.7827
No log	1.8154	118	0.5734	0.3757	0.5734	0.7572
No log	1.8462	120	0.5934	0.2093	0.5934	0.7703
No log	1.8769	122	0.7742	0.1560	0.7742	0.8799
No log	1.9077	124	0.7781	0.1636	0.7781	0.8821
No log	1.9385	126	0.5637	0.2941	0.5637	0.7508
No log	1.9692	128	0.5536	0.5111	0.5536	0.7440
No log	2.0	130	0.6979	0.1005	0.6979	0.8354
No log	2.0308	132	1.2406	0.1724	1.2406	1.1138
No log	2.0615	134	0.9588	0.1613	0.9588	0.9792
No log	2.0923	136	0.6155	0.3913	0.6155	0.7846
No log	2.1231	138	0.6732	0.2653	0.6732	0.8205
No log	2.1538	140	0.5981	0.3730	0.5981	0.7734
No log	2.1846	142	0.8859	0.2275	0.8859	0.9412
No log	2.2154	144	0.8448	0.1560	0.8448	0.9191
No log	2.2462	146	0.6622	0.2577	0.6622	0.8138
No log	2.2769	148	0.8126	0.1527	0.8126	0.9015
No log	2.3077	150	0.9358	0.1605	0.9358	0.9674
No log	2.3385	152	0.7613	0.1919	0.7613	0.8725
No log	2.3692	154	0.5816	0.3253	0.5816	0.7627
No log	2.4	156	0.5266	0.2632	0.5266	0.7257
No log	2.4308	158	0.5886	0.3182	0.5886	0.7672
No log	2.4615	160	0.9127	0.2333	0.9127	0.9554
No log	2.4923	162	0.9263	0.2327	0.9263	0.9624
No log	2.5231	164	0.5768	0.3333	0.5768	0.7595
No log	2.5538	166	0.6102	0.4167	0.6102	0.7811
No log	2.5846	168	0.6744	0.3575	0.6744	0.8212
No log	2.6154	170	0.6287	0.2332	0.6287	0.7929
No log	2.6462	172	1.0908	0.2925	1.0908	1.0444
No log	2.6769	174	1.0527	0.2593	1.0527	1.0260
No log	2.7077	176	0.6687	0.2727	0.6687	0.8177
No log	2.7385	178	0.7176	0.3333	0.7176	0.8471
No log	2.7692	180	0.6509	0.375	0.6509	0.8068
No log	2.8	182	0.6122	0.2350	0.6122	0.7824
No log	2.8308	184	0.8914	0.136	0.8914	0.9441
No log	2.8615	186	0.8009	0.2364	0.8009	0.8949
No log	2.8923	188	0.5401	0.2418	0.5401	0.7349
No log	2.9231	190	0.5831	0.3073	0.5831	0.7636
No log	2.9538	192	0.8291	0.3846	0.8291	0.9106
No log	2.9846	194	0.6474	0.3769	0.6474	0.8046
No log	3.0154	196	0.5377	0.3216	0.5377	0.7333
No log	3.0462	198	0.7603	0.2727	0.7603	0.8720
No log	3.0769	200	0.8077	0.3016	0.8077	0.8987
No log	3.1077	202	0.6475	0.2696	0.6475	0.8047
No log	3.1385	204	0.5307	0.4098	0.5307	0.7285
No log	3.1692	206	0.6138	0.2811	0.6138	0.7835
No log	3.2	208	0.8600	0.2993	0.8600	0.9274
No log	3.2308	210	0.9674	0.2941	0.9674	0.9835
No log	3.2615	212	0.8721	0.2701	0.8721	0.9339
No log	3.2923	214	0.8351	0.2924	0.8351	0.9138
No log	3.3231	216	0.6399	0.3043	0.6399	0.8000
No log	3.3538	218	0.7559	0.2685	0.7559	0.8694
No log	3.3846	220	0.7957	0.2432	0.7957	0.8920
No log	3.4154	222	0.8136	0.2180	0.8136	0.9020
No log	3.4462	224	0.7245	0.2554	0.7245	0.8512
No log	3.4769	226	0.7168	0.1855	0.7168	0.8466
No log	3.5077	228	0.7077	0.1855	0.7077	0.8413
No log	3.5385	230	0.7116	0.1858	0.7116	0.8436
No log	3.5692	232	0.8002	0.25	0.8002	0.8946
No log	3.6	234	0.6504	0.2464	0.6504	0.8065
No log	3.6308	236	0.6552	0.3028	0.6552	0.8095
No log	3.6615	238	0.7450	0.1864	0.7450	0.8631
No log	3.6923	240	0.9576	0.1655	0.9576	0.9786
No log	3.7231	242	1.1142	0.2000	1.1142	1.0556
No log	3.7538	244	0.8493	0.2481	0.8493	0.9216
No log	3.7846	246	0.5846	0.3769	0.5846	0.7646
No log	3.8154	248	0.6068	0.3131	0.6068	0.7789
No log	3.8462	250	0.7380	0.1429	0.7380	0.8591
No log	3.8769	252	1.0541	0.2509	1.0541	1.0267
No log	3.9077	254	1.0597	0.25	1.0597	1.0294
No log	3.9385	256	0.6691	0.2072	0.6691	0.8180
No log	3.9692	258	0.5423	0.4396	0.5423	0.7364
No log	4.0	260	0.5515	0.4229	0.5515	0.7426
No log	4.0308	262	0.6850	0.2140	0.6850	0.8276
No log	4.0615	264	0.7096	0.2469	0.7096	0.8424
No log	4.0923	266	0.6710	0.2140	0.6710	0.8191
No log	4.1231	268	0.7150	0.3247	0.7150	0.8456
No log	4.1538	270	0.7543	0.3202	0.7543	0.8685
No log	4.1846	272	0.7891	0.2868	0.7891	0.8883
No log	4.2154	274	0.9322	0.2806	0.9322	0.9655
No log	4.2462	276	0.8857	0.2836	0.8857	0.9411
No log	4.2769	278	0.6222	0.2830	0.6222	0.7888
No log	4.3077	280	0.5010	0.48	0.5010	0.7078
No log	4.3385	282	0.5540	0.3433	0.5540	0.7443
No log	4.3692	284	0.8870	0.264	0.8870	0.9418
No log	4.4	286	1.0422	0.1709	1.0422	1.0209
No log	4.4308	288	0.8221	0.2348	0.8221	0.9067
No log	4.4615	290	0.6368	0.3508	0.6368	0.7980
No log	4.4923	292	0.6609	0.3301	0.6609	0.8129
No log	4.5231	294	0.7219	0.2554	0.7219	0.8496
No log	4.5538	296	0.6918	0.3214	0.6918	0.8317
No log	4.5846	298	0.5113	0.4652	0.5113	0.7151
No log	4.6154	300	0.4938	0.4947	0.4938	0.7027
No log	4.6462	302	0.6081	0.3091	0.6081	0.7798
No log	4.6769	304	1.0194	0.2000	1.0194	1.0096
No log	4.7077	306	1.1936	0.2204	1.1936	1.0925
No log	4.7385	308	0.9335	0.1655	0.9335	0.9662
No log	4.7692	310	0.5854	0.4128	0.5854	0.7651
No log	4.8	312	0.5330	0.4396	0.5330	0.7300
No log	4.8308	314	0.5935	0.4128	0.5935	0.7704
No log	4.8615	316	0.7784	0.2829	0.7784	0.8823
No log	4.8923	318	0.8971	0.2000	0.8971	0.9472
No log	4.9231	320	0.9099	0.2000	0.9099	0.9539
No log	4.9538	322	0.7696	0.2510	0.7696	0.8773
No log	4.9846	324	0.5452	0.3303	0.5452	0.7383
No log	5.0154	326	0.5588	0.3091	0.5588	0.7476
No log	5.0462	328	0.5177	0.3962	0.5177	0.7195
No log	5.0769	330	0.4842	0.3939	0.4842	0.6959
No log	5.1077	332	0.5018	0.3299	0.5018	0.7084
No log	5.1385	334	0.6038	0.3593	0.6038	0.7770
No log	5.1692	336	0.5914	0.3628	0.5914	0.7690
No log	5.2	338	0.5843	0.3363	0.5843	0.7644
No log	5.2308	340	0.6725	0.2489	0.6725	0.8200
No log	5.2615	342	0.6479	0.2857	0.6479	0.8049
No log	5.2923	344	0.5637	0.4	0.5637	0.7508
No log	5.3231	346	0.5872	0.3548	0.5872	0.7663
No log	5.3538	348	0.8076	0.1937	0.8076	0.8987
No log	5.3846	350	1.1734	0.2208	1.1734	1.0832
No log	5.4154	352	1.1709	0.2208	1.1709	1.0821
No log	5.4462	354	0.8679	0.2000	0.8679	0.9316
No log	5.4769	356	0.5566	0.3623	0.5566	0.7460
No log	5.5077	358	0.4405	0.5602	0.4405	0.6637
No log	5.5385	360	0.4378	0.5699	0.4378	0.6617
No log	5.5692	362	0.4733	0.4583	0.4733	0.6880
No log	5.6	364	0.7242	0.3115	0.7242	0.8510
No log	5.6308	366	0.9040	0.2276	0.9040	0.9508
No log	5.6615	368	0.8101	0.3262	0.8101	0.9001
No log	5.6923	370	0.5627	0.3628	0.5627	0.7501
No log	5.7231	372	0.4566	0.5779	0.4566	0.6758
No log	5.7538	374	0.4544	0.5652	0.4544	0.6741
No log	5.7846	376	0.4583	0.4872	0.4583	0.6770
No log	5.8154	378	0.5490	0.3488	0.5490	0.7410
No log	5.8462	380	0.6273	0.3242	0.6273	0.7920
No log	5.8769	382	0.5648	0.3180	0.5648	0.7516
No log	5.9077	384	0.4981	0.4510	0.4981	0.7058
No log	5.9385	386	0.4640	0.48	0.4640	0.6812
No log	5.9692	388	0.4513	0.4872	0.4513	0.6718
No log	6.0	390	0.4631	0.48	0.4631	0.6805
No log	6.0308	392	0.5273	0.4615	0.5273	0.7261
No log	6.0615	394	0.6033	0.3514	0.6033	0.7767
No log	6.0923	396	0.7597	0.3103	0.7597	0.8716
No log	6.1231	398	0.7623	0.3103	0.7623	0.8731
No log	6.1538	400	0.7692	0.2782	0.7692	0.8771
No log	6.1846	402	0.6822	0.2134	0.6822	0.8259
No log	6.2154	404	0.5796	0.4027	0.5796	0.7613
No log	6.2462	406	0.5074	0.4396	0.5074	0.7123
No log	6.2769	408	0.5384	0.4340	0.5384	0.7338
No log	6.3077	410	0.7303	0.2129	0.7303	0.8546
No log	6.3385	412	1.0130	0.3121	1.0130	1.0065
No log	6.3692	414	1.0452	0.2648	1.0452	1.0223
No log	6.4	416	0.8757	0.2836	0.8757	0.9358
No log	6.4308	418	0.7650	0.2852	0.7650	0.8747
No log	6.4615	420	0.7454	0.2852	0.7454	0.8633
No log	6.4923	422	0.7120	0.2558	0.7120	0.8438
No log	6.5231	424	0.8524	0.2308	0.8524	0.9232
No log	6.5538	426	1.0365	0.2218	1.0365	1.0181
No log	6.5846	428	1.1036	0.2208	1.1036	1.0505
No log	6.6154	430	0.9453	0.2296	0.9453	0.9723
No log	6.6462	432	0.7626	0.2852	0.7626	0.8733
No log	6.6769	434	0.6034	0.3548	0.6034	0.7768
No log	6.7077	436	0.5063	0.4019	0.5063	0.7116
No log	6.7385	438	0.4596	0.5152	0.4596	0.6779
No log	6.7692	440	0.4829	0.4930	0.4829	0.6949
No log	6.8	442	0.5748	0.3052	0.5748	0.7582
No log	6.8308	444	0.7326	0.2558	0.7326	0.8559
No log	6.8615	446	0.9656	0.2286	0.9656	0.9827
No log	6.8923	448	1.1854	0.2393	1.1854	1.0888
No log	6.9231	450	1.1301	0.2393	1.1301	1.0631
No log	6.9538	452	0.9124	0.2806	0.9124	0.9552
No log	6.9846	454	0.6837	0.3138	0.6837	0.8269
No log	7.0154	456	0.6154	0.2961	0.6154	0.7845
No log	7.0462	458	0.5796	0.2479	0.5796	0.7613
No log	7.0769	460	0.6020	0.2469	0.6020	0.7759
No log	7.1077	462	0.6404	0.3277	0.6404	0.8003
No log	7.1385	464	0.6606	0.3388	0.6606	0.8128
No log	7.1692	466	0.6992	0.2996	0.6992	0.8362
No log	7.2	468	0.6355	0.3388	0.6355	0.7972
No log	7.2308	470	0.5480	0.3939	0.5480	0.7403
No log	7.2615	472	0.5496	0.4051	0.5496	0.7413
No log	7.2923	474	0.5621	0.4051	0.5621	0.7498
No log	7.3231	476	0.5965	0.4393	0.5965	0.7723
No log	7.3538	478	0.6522	0.3559	0.6522	0.8076
No log	7.3846	480	0.7418	0.2558	0.7418	0.8613
No log	7.4154	482	0.7745	0.2000	0.7745	0.8801
No log	7.4462	484	0.7488	0.2558	0.7488	0.8653
No log	7.4769	486	0.6403	0.3473	0.6403	0.8002
No log	7.5077	488	0.5479	0.3077	0.5479	0.7402
No log	7.5385	490	0.5208	0.4081	0.5208	0.7217
No log	7.5692	492	0.5455	0.3571	0.5455	0.7386
No log	7.6	494	0.6237	0.3874	0.6237	0.7897
No log	7.6308	496	0.7657	0.3011	0.7657	0.8751
No log	7.6615	498	0.8184	0.2792	0.8184	0.9046
0.4529	7.6923	500	0.7678	0.3043	0.7678	0.8763
0.4529	7.7231	502	0.6813	0.3559	0.6813	0.8254
0.4529	7.7538	504	0.5701	0.3548	0.5701	0.7551
0.4529	7.7846	506	0.5281	0.4118	0.5281	0.7267
0.4529	7.8154	508	0.5228	0.4118	0.5228	0.7231
0.4529	7.8462	510	0.5522	0.4178	0.5522	0.7431
0.4529	7.8769	512	0.6511	0.3247	0.6511	0.8069
0.4529	7.9077	514	0.7436	0.2836	0.7436	0.8624
0.4529	7.9385	516	0.7238	0.2852	0.7238	0.8508
0.4529	7.9692	518	0.6439	0.3220	0.6439	0.8025
0.4529	8.0	520	0.6146	0.3274	0.6146	0.7840
0.4529	8.0308	522	0.6100	0.3274	0.6100	0.7810
0.4529	8.0615	524	0.6225	0.3220	0.6225	0.7890
0.4529	8.0923	526	0.6214	0.3220	0.6214	0.7883
0.4529	8.1231	528	0.6189	0.3138	0.6189	0.7867
0.4529	8.1538	530	0.6723	0.2829	0.6723	0.8200
0.4529	8.1846	532	0.6709	0.3092	0.6709	0.8191
0.4529	8.2154	534	0.6091	0.3739	0.6091	0.7804
0.4529	8.2462	536	0.5959	0.3739	0.5959	0.7720
0.4529	8.2769	538	0.5813	0.3684	0.5813	0.7624
0.4529	8.3077	540	0.5653	0.2941	0.5653	0.7519
0.4529	8.3385	542	0.6019	0.3739	0.6019	0.7758
0.4529	8.3692	544	0.6626	0.3036	0.6626	0.8140
0.4529	8.4	546	0.6665	0.2531	0.6665	0.8164
0.4529	8.4308	548	0.6737	0.2531	0.6737	0.8208
0.4529	8.4615	550	0.6532	0.2900	0.6532	0.8082
0.4529	8.4923	552	0.6434	0.2941	0.6434	0.8021
0.4529	8.5231	554	0.6235	0.2941	0.6235	0.7897
0.4529	8.5538	556	0.6208	0.2941	0.6208	0.7879
0.4529	8.5846	558	0.6184	0.2941	0.6184	0.7864
0.4529	8.6154	560	0.6031	0.2877	0.6031	0.7766
0.4529	8.6462	562	0.5637	0.3143	0.5637	0.7508
0.4529	8.6769	564	0.5398	0.3684	0.5398	0.7347
0.4529	8.7077	566	0.5416	0.3271	0.5416	0.7359
0.4529	8.7385	568	0.5820	0.3116	0.5820	0.7629
0.4529	8.7692	570	0.6213	0.3162	0.6213	0.7883
0.4529	8.8	572	0.6712	0.2520	0.6712	0.8193
0.4529	8.8308	574	0.6782	0.2829	0.6782	0.8235
0.4529	8.8615	576	0.6584	0.2520	0.6584	0.8114
0.4529	8.8923	578	0.6277	0.3138	0.6277	0.7923
0.4529	8.9231	580	0.6038	0.3418	0.6038	0.7771
0.4529	8.9538	582	0.5727	0.3143	0.5727	0.7568
0.4529	8.9846	584	0.5823	0.3067	0.5823	0.7631
0.4529	9.0154	586	0.6186	0.3418	0.6186	0.7865
0.4529	9.0462	588	0.6820	0.3071	0.6820	0.8258
0.4529	9.0769	590	0.7254	0.2490	0.7254	0.8517
0.4529	9.1077	592	0.7322	0.2490	0.7322	0.8557
0.4529	9.1385	594	0.7056	0.2727	0.7056	0.8400
0.4529	9.1692	596	0.6841	0.3071	0.6841	0.8271
0.4529	9.2	598	0.6751	0.3071	0.6751	0.8216
0.4529	9.2308	600	0.6724	0.3071	0.6724	0.8200
0.4529	9.2615	602	0.6703	0.3092	0.6703	0.8187
0.4529	9.2923	604	0.6562	0.3443	0.6562	0.8100
0.4529	9.3231	606	0.6489	0.3443	0.6489	0.8055
0.4529	9.3538	608	0.6300	0.3443	0.6300	0.7937
0.4529	9.3846	610	0.6017	0.2838	0.6017	0.7757
0.4529	9.4154	612	0.5845	0.2511	0.5845	0.7645
0.4529	9.4462	614	0.5634	0.3267	0.5634	0.7506
0.4529	9.4769	616	0.5569	0.36	0.5569	0.7463
0.4529	9.5077	618	0.5561	0.36	0.5561	0.7457
0.4529	9.5385	620	0.5658	0.2453	0.5658	0.7522
0.4529	9.5692	622	0.5887	0.2511	0.5887	0.7673
0.4529	9.6	624	0.6199	0.3473	0.6199	0.7873
0.4529	9.6308	626	0.6510	0.3092	0.6510	0.8068
0.4529	9.6615	628	0.6740	0.3092	0.6740	0.8210
0.4529	9.6923	630	0.6847	0.2756	0.6847	0.8274
0.4529	9.7231	632	0.6833	0.2756	0.6833	0.8266
0.4529	9.7538	634	0.6848	0.2756	0.6848	0.8275
0.4529	9.7846	636	0.6830	0.2756	0.6830	0.8264
0.4529	9.8154	638	0.6746	0.3092	0.6746	0.8213
0.4529	9.8462	640	0.6622	0.3092	0.6622	0.8137
0.4529	9.8769	642	0.6516	0.3092	0.6516	0.8072
0.4529	9.9077	644	0.6449	0.3443	0.6449	0.8031
0.4529	9.9385	646	0.6408	0.3443	0.6408	0.8005
0.4529	9.9692	648	0.6392	0.3443	0.6392	0.7995
0.4529	10.0	650	0.6381	0.3443	0.6381	0.7988

Framework versions

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