ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k13_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: 0.5810
• Qwk: 0.7340
• Mse: 0.5810
• Rmse: 0.7622

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	5.1084	0.0019	5.1084	2.2602
No log	0.0615	4	3.2291	0.0749	3.2291	1.7970
No log	0.0923	6	2.0220	0.0662	2.0220	1.4220
No log	0.1231	8	1.9514	-0.0722	1.9514	1.3969
No log	0.1538	10	1.3364	0.0653	1.3364	1.1560
No log	0.1846	12	1.0968	0.2251	1.0968	1.0473
No log	0.2154	14	1.1762	0.2536	1.1762	1.0845
No log	0.2462	16	1.3733	0.1234	1.3733	1.1719
No log	0.2769	18	1.8018	0.0381	1.8018	1.3423
No log	0.3077	20	1.8515	0.0915	1.8515	1.3607
No log	0.3385	22	1.4268	0.1441	1.4268	1.1945
No log	0.3692	24	1.0664	0.2998	1.0664	1.0327
No log	0.4	26	1.0799	0.1874	1.0799	1.0392
No log	0.4308	28	1.1610	0.2346	1.1610	1.0775
No log	0.4615	30	1.1869	0.1578	1.1869	1.0894
No log	0.4923	32	1.0757	0.1981	1.0757	1.0372
No log	0.5231	34	1.0944	0.3335	1.0944	1.0461
No log	0.5538	36	1.4021	0.2071	1.4021	1.1841
No log	0.5846	38	1.9939	0.1803	1.9939	1.4120
No log	0.6154	40	2.1748	0.1991	2.1748	1.4747
No log	0.6462	42	2.0252	0.2047	2.0252	1.4231
No log	0.6769	44	1.5490	0.2523	1.5490	1.2446
No log	0.7077	46	1.2465	0.3198	1.2465	1.1165
No log	0.7385	48	1.0150	0.4060	1.0150	1.0075
No log	0.7692	50	0.8288	0.4895	0.8288	0.9104
No log	0.8	52	0.7886	0.5209	0.7886	0.8880
No log	0.8308	54	0.7912	0.5150	0.7912	0.8895
No log	0.8615	56	0.7900	0.5100	0.7900	0.8888
No log	0.8923	58	0.9122	0.5123	0.9122	0.9551
No log	0.9231	60	1.1220	0.4590	1.1220	1.0592
No log	0.9538	62	1.1082	0.4886	1.1082	1.0527
No log	0.9846	64	0.9591	0.5729	0.9591	0.9793
No log	1.0154	66	0.9834	0.5843	0.9834	0.9917
No log	1.0462	68	1.1190	0.5571	1.1190	1.0578
No log	1.0769	70	1.3401	0.5001	1.3401	1.1576
No log	1.1077	72	1.4137	0.4951	1.4137	1.1890
No log	1.1385	74	1.2928	0.5031	1.2928	1.1370
No log	1.1692	76	1.4588	0.4617	1.4588	1.2078
No log	1.2	78	1.1824	0.5257	1.1824	1.0874
No log	1.2308	80	0.7655	0.6773	0.7655	0.8749
No log	1.2615	82	0.6031	0.7563	0.6031	0.7766
No log	1.2923	84	0.5851	0.7549	0.5851	0.7649
No log	1.3231	86	0.6718	0.7123	0.6718	0.8196
No log	1.3538	88	0.6320	0.7226	0.6320	0.7950
No log	1.3846	90	0.6438	0.6783	0.6438	0.8023
No log	1.4154	92	0.6644	0.6647	0.6644	0.8151
No log	1.4462	94	0.5895	0.7247	0.5895	0.7678
No log	1.4769	96	0.5916	0.7262	0.5916	0.7691
No log	1.5077	98	0.7249	0.6927	0.7249	0.8514
No log	1.5385	100	0.8646	0.6378	0.8646	0.9298
No log	1.5692	102	0.7500	0.6987	0.7500	0.8660
No log	1.6	104	0.6278	0.7327	0.6278	0.7923
No log	1.6308	106	0.6470	0.7272	0.6470	0.8044
No log	1.6615	108	0.6780	0.7136	0.6780	0.8234
No log	1.6923	110	0.7330	0.6883	0.7330	0.8561
No log	1.7231	112	0.6459	0.7210	0.6459	0.8037
No log	1.7538	114	0.6662	0.7237	0.6662	0.8162
No log	1.7846	116	0.6682	0.7052	0.6682	0.8174
No log	1.8154	118	0.6176	0.7187	0.6176	0.7859
No log	1.8462	120	0.6411	0.6557	0.6411	0.8007
No log	1.8769	122	0.6121	0.7366	0.6121	0.7824
No log	1.9077	124	0.6316	0.7272	0.6316	0.7948
No log	1.9385	126	0.7277	0.6869	0.7277	0.8530
No log	1.9692	128	0.9104	0.6136	0.9104	0.9542
No log	2.0	130	1.2714	0.4919	1.2714	1.1276
No log	2.0308	132	1.2844	0.5133	1.2844	1.1333
No log	2.0615	134	0.8721	0.6611	0.8721	0.9339
No log	2.0923	136	0.6884	0.7380	0.6884	0.8297
No log	2.1231	138	0.6890	0.7388	0.6890	0.8301
No log	2.1538	140	0.6926	0.7360	0.6926	0.8322
No log	2.1846	142	0.7216	0.6993	0.7216	0.8494
No log	2.2154	144	0.9230	0.6572	0.9230	0.9607
No log	2.2462	146	0.9326	0.6605	0.9326	0.9657
No log	2.2769	148	0.7816	0.6853	0.7816	0.8841
No log	2.3077	150	0.7072	0.7383	0.7072	0.8409
No log	2.3385	152	0.7251	0.7431	0.7251	0.8515
No log	2.3692	154	0.7030	0.7431	0.7030	0.8385
No log	2.4	156	0.7060	0.7448	0.7060	0.8403
No log	2.4308	158	0.7718	0.6883	0.7718	0.8785
No log	2.4615	160	0.8219	0.6651	0.8219	0.9066
No log	2.4923	162	0.9858	0.6494	0.9858	0.9929
No log	2.5231	164	1.0877	0.5920	1.0877	1.0429
No log	2.5538	166	0.9834	0.5828	0.9834	0.9916
No log	2.5846	168	0.9594	0.5761	0.9594	0.9795
No log	2.6154	170	0.8318	0.6410	0.8318	0.9120
No log	2.6462	172	0.7515	0.6751	0.7515	0.8669
No log	2.6769	174	0.7721	0.6784	0.7721	0.8787
No log	2.7077	176	0.8734	0.6699	0.8734	0.9346
No log	2.7385	178	1.0373	0.6226	1.0373	1.0185
No log	2.7692	180	1.2039	0.5802	1.2039	1.0972
No log	2.8	182	1.0926	0.6221	1.0926	1.0453
No log	2.8308	184	0.8498	0.6551	0.8498	0.9218
No log	2.8615	186	0.7009	0.7208	0.7009	0.8372
No log	2.8923	188	0.7223	0.7102	0.7223	0.8499
No log	2.9231	190	0.7541	0.6886	0.7541	0.8684
No log	2.9538	192	0.8340	0.6690	0.8340	0.9132
No log	2.9846	194	0.7776	0.6497	0.7776	0.8818
No log	3.0154	196	0.7493	0.6741	0.7493	0.8656
No log	3.0462	198	0.7343	0.6780	0.7343	0.8569
No log	3.0769	200	0.7475	0.6691	0.7475	0.8646
No log	3.1077	202	0.7625	0.6759	0.7625	0.8732
No log	3.1385	204	0.6696	0.6950	0.6696	0.8183
No log	3.1692	206	0.6598	0.7056	0.6598	0.8123
No log	3.2	208	0.6908	0.7083	0.6908	0.8312
No log	3.2308	210	0.7043	0.7021	0.7043	0.8392
No log	3.2615	212	0.6306	0.6930	0.6306	0.7941
No log	3.2923	214	0.6269	0.6839	0.6269	0.7917
No log	3.3231	216	0.6255	0.6816	0.6255	0.7909
No log	3.3538	218	0.6169	0.6856	0.6169	0.7854
No log	3.3846	220	0.6590	0.6950	0.6590	0.8118
No log	3.4154	222	0.7008	0.6740	0.7008	0.8372
No log	3.4462	224	0.7247	0.6567	0.7247	0.8513
No log	3.4769	226	0.6649	0.6776	0.6649	0.8154
No log	3.5077	228	0.6203	0.6882	0.6203	0.7876
No log	3.5385	230	0.6473	0.6844	0.6473	0.8045
No log	3.5692	232	0.6438	0.6813	0.6438	0.8024
No log	3.6	234	0.6213	0.6525	0.6213	0.7882
No log	3.6308	236	0.6702	0.6924	0.6702	0.8187
No log	3.6615	238	0.6897	0.6759	0.6897	0.8305
No log	3.6923	240	0.6753	0.6675	0.6753	0.8217
No log	3.7231	242	0.7536	0.6839	0.7536	0.8681
No log	3.7538	244	0.7898	0.6335	0.7898	0.8887
No log	3.7846	246	0.7163	0.6821	0.7163	0.8464
No log	3.8154	248	0.7144	0.6996	0.7144	0.8452
No log	3.8462	250	0.7046	0.6996	0.7046	0.8394
No log	3.8769	252	0.7148	0.6979	0.7148	0.8455
No log	3.9077	254	0.7631	0.6628	0.7631	0.8736
No log	3.9385	256	0.6930	0.6993	0.6930	0.8325
No log	3.9692	258	0.6122	0.7071	0.6122	0.7825
No log	4.0	260	0.5807	0.6856	0.5807	0.7620
No log	4.0308	262	0.5962	0.6909	0.5962	0.7721
No log	4.0615	264	0.6701	0.7246	0.6701	0.8186
No log	4.0923	266	0.7867	0.6357	0.7867	0.8870
No log	4.1231	268	0.7794	0.6455	0.7794	0.8828
No log	4.1538	270	0.6658	0.7369	0.6658	0.8160
No log	4.1846	272	0.6053	0.7012	0.6053	0.7780
No log	4.2154	274	0.5928	0.7030	0.5928	0.7700
No log	4.2462	276	0.6181	0.6967	0.6181	0.7862
No log	4.2769	278	0.6275	0.7005	0.6275	0.7922
No log	4.3077	280	0.6414	0.6967	0.6414	0.8008
No log	4.3385	282	0.6261	0.6825	0.6261	0.7913
No log	4.3692	284	0.6136	0.6888	0.6136	0.7833
No log	4.4	286	0.6411	0.6962	0.6411	0.8007
No log	4.4308	288	0.7618	0.6634	0.7618	0.8728
No log	4.4615	290	0.9240	0.6041	0.9240	0.9612
No log	4.4923	292	1.0520	0.6033	1.0520	1.0257
No log	4.5231	294	0.9638	0.6100	0.9638	0.9817
No log	4.5538	296	0.7767	0.6423	0.7767	0.8813
No log	4.5846	298	0.6357	0.7084	0.6357	0.7973
No log	4.6154	300	0.6113	0.6711	0.6113	0.7818
No log	4.6462	302	0.6307	0.7129	0.6307	0.7942
No log	4.6769	304	0.6982	0.6746	0.6982	0.8356
No log	4.7077	306	0.8950	0.6316	0.8950	0.9460
No log	4.7385	308	1.0230	0.6017	1.0230	1.0114
No log	4.7692	310	0.9717	0.5998	0.9717	0.9857
No log	4.8	312	0.7827	0.6532	0.7827	0.8847
No log	4.8308	314	0.6219	0.7425	0.6219	0.7886
No log	4.8615	316	0.6031	0.7147	0.6031	0.7766
No log	4.8923	318	0.6101	0.7143	0.6101	0.7811
No log	4.9231	320	0.6001	0.7294	0.6001	0.7747
No log	4.9538	322	0.6088	0.7600	0.6088	0.7802
No log	4.9846	324	0.6149	0.7687	0.6149	0.7842
No log	5.0154	326	0.6068	0.7627	0.6068	0.7790
No log	5.0462	328	0.5971	0.7627	0.5971	0.7727
No log	5.0769	330	0.5937	0.7659	0.5937	0.7705
No log	5.1077	332	0.5862	0.7411	0.5862	0.7656
No log	5.1385	334	0.5806	0.7296	0.5806	0.7620
No log	5.1692	336	0.5785	0.7383	0.5785	0.7606
No log	5.2	338	0.5755	0.7296	0.5755	0.7586
No log	5.2308	340	0.5804	0.7475	0.5804	0.7618
No log	5.2615	342	0.6051	0.7327	0.6051	0.7779
No log	5.2923	344	0.6264	0.7382	0.6264	0.7915
No log	5.3231	346	0.5992	0.7401	0.5992	0.7741
No log	5.3538	348	0.5737	0.7520	0.5737	0.7574
No log	5.3846	350	0.5705	0.7520	0.5705	0.7553
No log	5.4154	352	0.5778	0.7406	0.5778	0.7602
No log	5.4462	354	0.5978	0.7189	0.5978	0.7732
No log	5.4769	356	0.5909	0.7160	0.5909	0.7687
No log	5.5077	358	0.5615	0.7178	0.5615	0.7494
No log	5.5385	360	0.5474	0.7260	0.5474	0.7399
No log	5.5692	362	0.5469	0.7270	0.5469	0.7395
No log	5.6	364	0.5525	0.7296	0.5525	0.7433
No log	5.6308	366	0.5650	0.7246	0.5650	0.7517
No log	5.6615	368	0.5771	0.7144	0.5771	0.7596
No log	5.6923	370	0.5841	0.7257	0.5841	0.7643
No log	5.7231	372	0.5639	0.7505	0.5639	0.7509
No log	5.7538	374	0.5610	0.7361	0.5610	0.7490
No log	5.7846	376	0.5723	0.7307	0.5723	0.7565
No log	5.8154	378	0.5749	0.7401	0.5749	0.7582
No log	5.8462	380	0.5627	0.7355	0.5627	0.7501
No log	5.8769	382	0.5662	0.7305	0.5662	0.7524
No log	5.9077	384	0.5728	0.7474	0.5728	0.7568
No log	5.9385	386	0.5868	0.7359	0.5868	0.7660
No log	5.9692	388	0.5959	0.7328	0.5959	0.7719
No log	6.0	390	0.5992	0.7328	0.5992	0.7740
No log	6.0308	392	0.5854	0.7472	0.5854	0.7651
No log	6.0615	394	0.5712	0.7308	0.5712	0.7558
No log	6.0923	396	0.5783	0.7260	0.5783	0.7604
No log	6.1231	398	0.5833	0.7282	0.5833	0.7637
No log	6.1538	400	0.5911	0.7356	0.5911	0.7688
No log	6.1846	402	0.5952	0.7403	0.5952	0.7715
No log	6.2154	404	0.6056	0.7452	0.6056	0.7782
No log	6.2462	406	0.6128	0.7474	0.6128	0.7828
No log	6.2769	408	0.6064	0.7508	0.6064	0.7787
No log	6.3077	410	0.5990	0.7404	0.5990	0.7739
No log	6.3385	412	0.6009	0.7385	0.6009	0.7752
No log	6.3692	414	0.5920	0.7308	0.5920	0.7694
No log	6.4	416	0.5856	0.7362	0.5856	0.7653
No log	6.4308	418	0.5883	0.7020	0.5883	0.7670
No log	6.4615	420	0.5867	0.7285	0.5867	0.7659
No log	6.4923	422	0.5919	0.7145	0.5919	0.7693
No log	6.5231	424	0.5951	0.7267	0.5951	0.7714
No log	6.5538	426	0.5872	0.7417	0.5872	0.7663
No log	6.5846	428	0.5793	0.7350	0.5793	0.7611
No log	6.6154	430	0.5785	0.7340	0.5785	0.7606
No log	6.6462	432	0.5827	0.7202	0.5827	0.7633
No log	6.6769	434	0.5860	0.7051	0.5860	0.7655
No log	6.7077	436	0.5844	0.6921	0.5844	0.7644
No log	6.7385	438	0.5852	0.6921	0.5852	0.7650
No log	6.7692	440	0.5906	0.6921	0.5906	0.7685
No log	6.8	442	0.5852	0.6782	0.5852	0.7650
No log	6.8308	444	0.5780	0.7080	0.5780	0.7602
No log	6.8615	446	0.5692	0.7243	0.5692	0.7544
No log	6.8923	448	0.5670	0.7236	0.5670	0.7530
No log	6.9231	450	0.5735	0.7243	0.5735	0.7573
No log	6.9538	452	0.5821	0.6988	0.5821	0.7629
No log	6.9846	454	0.5898	0.6861	0.5898	0.7680
No log	7.0154	456	0.6012	0.6798	0.6012	0.7754
No log	7.0462	458	0.6200	0.6805	0.6200	0.7874
No log	7.0769	460	0.6126	0.6985	0.6126	0.7827
No log	7.1077	462	0.6061	0.7330	0.6061	0.7785
No log	7.1385	464	0.6011	0.7324	0.6011	0.7753
No log	7.1692	466	0.5980	0.7297	0.5980	0.7733
No log	7.2	468	0.5953	0.7294	0.5953	0.7716
No log	7.2308	470	0.5943	0.7294	0.5943	0.7709
No log	7.2615	472	0.5914	0.7160	0.5914	0.7690
No log	7.2923	474	0.5880	0.7256	0.5880	0.7668
No log	7.3231	476	0.5903	0.7310	0.5903	0.7683
No log	7.3538	478	0.5911	0.7177	0.5911	0.7688
No log	7.3846	480	0.5882	0.7221	0.5882	0.7669
No log	7.4154	482	0.5816	0.7310	0.5816	0.7627
No log	7.4462	484	0.5789	0.7256	0.5789	0.7609
No log	7.4769	486	0.5749	0.7256	0.5749	0.7582
No log	7.5077	488	0.5779	0.7328	0.5779	0.7602
No log	7.5385	490	0.5796	0.7260	0.5796	0.7613
No log	7.5692	492	0.5792	0.7146	0.5792	0.7610
No log	7.6	494	0.5837	0.7126	0.5837	0.7640
No log	7.6308	496	0.5882	0.7112	0.5882	0.7669
No log	7.6615	498	0.5923	0.7026	0.5923	0.7696
0.4072	7.6923	500	0.5912	0.7026	0.5912	0.7689
0.4072	7.7231	502	0.5840	0.7126	0.5840	0.7642
0.4072	7.7538	504	0.5806	0.7366	0.5806	0.7620
0.4072	7.7846	506	0.5909	0.75	0.5909	0.7687
0.4072	7.8154	508	0.6053	0.7406	0.6053	0.7780
0.4072	7.8462	510	0.6044	0.7385	0.6044	0.7774
0.4072	7.8769	512	0.5873	0.7347	0.5873	0.7664
0.4072	7.9077	514	0.5697	0.7356	0.5697	0.7548
0.4072	7.9385	516	0.5643	0.7443	0.5643	0.7512
0.4072	7.9692	518	0.5699	0.7221	0.5699	0.7549
0.4072	8.0	520	0.5704	0.7221	0.5704	0.7553
0.4072	8.0308	522	0.5646	0.7443	0.5646	0.7514
0.4072	8.0615	524	0.5625	0.7405	0.5625	0.7500
0.4072	8.0923	526	0.5716	0.7402	0.5716	0.7560
0.4072	8.1231	528	0.6013	0.6967	0.6013	0.7754
0.4072	8.1538	530	0.6307	0.7129	0.6307	0.7942
0.4072	8.1846	532	0.6404	0.6971	0.6404	0.8002
0.4072	8.2154	534	0.6255	0.7001	0.6255	0.7909
0.4072	8.2462	536	0.5943	0.6909	0.5943	0.7709
0.4072	8.2769	538	0.5682	0.7374	0.5682	0.7538
0.4072	8.3077	540	0.5631	0.7443	0.5631	0.7504
0.4072	8.3385	542	0.5710	0.7221	0.5710	0.7556
0.4072	8.3692	544	0.5877	0.7053	0.5877	0.7666
0.4072	8.4	546	0.5968	0.7175	0.5968	0.7725
0.4072	8.4308	548	0.5930	0.7175	0.5930	0.7701
0.4072	8.4615	550	0.5821	0.7150	0.5821	0.7630
0.4072	8.4923	552	0.5746	0.7235	0.5746	0.7580
0.4072	8.5231	554	0.5752	0.7376	0.5752	0.7584
0.4072	8.5538	556	0.5811	0.7351	0.5811	0.7623
0.4072	8.5846	558	0.5901	0.7277	0.5901	0.7682
0.4072	8.6154	560	0.5947	0.7277	0.5947	0.7712
0.4072	8.6462	562	0.6024	0.7347	0.6024	0.7761
0.4072	8.6769	564	0.6052	0.7236	0.6052	0.7780
0.4072	8.7077	566	0.5997	0.7289	0.5997	0.7744
0.4072	8.7385	568	0.5942	0.7224	0.5942	0.7709
0.4072	8.7692	570	0.5880	0.7308	0.5880	0.7668
0.4072	8.8	572	0.5836	0.7324	0.5836	0.7639
0.4072	8.8308	574	0.5789	0.7361	0.5789	0.7609
0.4072	8.8615	576	0.5764	0.7291	0.5764	0.7592
0.4072	8.8923	578	0.5760	0.7334	0.5760	0.7589
0.4072	8.9231	580	0.5781	0.7318	0.5781	0.7603
0.4072	8.9538	582	0.5834	0.7346	0.5834	0.7638
0.4072	8.9846	584	0.5904	0.7314	0.5904	0.7684
0.4072	9.0154	586	0.5928	0.7357	0.5928	0.7700
0.4072	9.0462	588	0.5903	0.7357	0.5903	0.7683
0.4072	9.0769	590	0.5857	0.7308	0.5857	0.7653
0.4072	9.1077	592	0.5822	0.7318	0.5822	0.7630
0.4072	9.1385	594	0.5792	0.7318	0.5792	0.7611
0.4072	9.1692	596	0.5764	0.7275	0.5764	0.7592
0.4072	9.2	598	0.5757	0.7372	0.5757	0.7587
0.4072	9.2308	600	0.5758	0.7275	0.5758	0.7588
0.4072	9.2615	602	0.5755	0.7275	0.5755	0.7586
0.4072	9.2923	604	0.5759	0.7275	0.5759	0.7589
0.4072	9.3231	606	0.5760	0.7318	0.5760	0.7590
0.4072	9.3538	608	0.5763	0.7340	0.5763	0.7592
0.4072	9.3846	610	0.5764	0.7340	0.5764	0.7592
0.4072	9.4154	612	0.5758	0.7340	0.5758	0.7588
0.4072	9.4462	614	0.5749	0.7275	0.5749	0.7582
0.4072	9.4769	616	0.5742	0.7372	0.5742	0.7577
0.4072	9.5077	618	0.5736	0.7409	0.5736	0.7574
0.4072	9.5385	620	0.5735	0.7432	0.5735	0.7573
0.4072	9.5692	622	0.5740	0.7394	0.5740	0.7576
0.4072	9.6	624	0.5746	0.7437	0.5746	0.7580
0.4072	9.6308	626	0.5758	0.7340	0.5758	0.7588
0.4072	9.6615	628	0.5775	0.7340	0.5775	0.7599
0.4072	9.6923	630	0.5784	0.7340	0.5784	0.7605
0.4072	9.7231	632	0.5787	0.7340	0.5787	0.7607
0.4072	9.7538	634	0.5792	0.7340	0.5792	0.7611
0.4072	9.7846	636	0.5804	0.7340	0.5804	0.7618
0.4072	9.8154	638	0.5812	0.7362	0.5812	0.7624
0.4072	9.8462	640	0.5814	0.7362	0.5814	0.7625
0.4072	9.8769	642	0.5815	0.7362	0.5815	0.7625
0.4072	9.9077	644	0.5813	0.7362	0.5813	0.7624
0.4072	9.9385	646	0.5812	0.7362	0.5812	0.7624
0.4072	9.9692	648	0.5811	0.7362	0.5811	0.7623
0.4072	10.0	650	0.5810	0.7340	0.5810	0.7622

Framework versions

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