ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k11_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: 0.6124
• Qwk: 0.0909
• Mse: 0.6124
• Rmse: 0.7825

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	3.4919	-0.0053	3.4919	1.8687
No log	0.0615	4	1.8945	-0.0070	1.8945	1.3764
No log	0.0923	6	1.1060	0.0255	1.1060	1.0517
No log	0.1231	8	0.9345	0.0	0.9345	0.9667
No log	0.1538	10	0.9080	0.0476	0.9080	0.9529
No log	0.1846	12	0.9772	-0.0120	0.9772	0.9885
No log	0.2154	14	1.2017	-0.0268	1.2017	1.0962
No log	0.2462	16	1.0089	-0.0268	1.0089	1.0044
No log	0.2769	18	1.0141	0.0	1.0141	1.0070
No log	0.3077	20	1.1384	0.0	1.1384	1.0670
No log	0.3385	22	0.9612	0.0201	0.9612	0.9804
No log	0.3692	24	0.9649	0.0476	0.9649	0.9823
No log	0.4	26	1.3734	0.0	1.3734	1.1719
No log	0.4308	28	1.4750	0.0	1.4750	1.2145
No log	0.4615	30	1.2204	0.0038	1.2204	1.1047
No log	0.4923	32	0.7810	0.1443	0.7810	0.8838
No log	0.5231	34	0.6816	0.2688	0.6816	0.8256
No log	0.5538	36	0.7646	0.1111	0.7646	0.8744
No log	0.5846	38	0.8814	0.0794	0.8814	0.9388
No log	0.6154	40	0.9535	0.0038	0.9535	0.9765
No log	0.6462	42	0.9895	-0.0233	0.9895	0.9947
No log	0.6769	44	1.0424	0.0	1.0424	1.0210
No log	0.7077	46	0.9112	0.0118	0.9112	0.9546
No log	0.7385	48	0.6422	0.1605	0.6422	0.8014
No log	0.7692	50	0.5584	0.0	0.5584	0.7473
No log	0.8	52	0.5801	0.0	0.5801	0.7616
No log	0.8308	54	0.6690	0.0617	0.6690	0.8179
No log	0.8615	56	1.3101	0.0717	1.3101	1.1446
No log	0.8923	58	1.3426	0.0916	1.3426	1.1587
No log	0.9231	60	0.8396	0.1781	0.8396	0.9163
No log	0.9538	62	0.6190	0.1169	0.6190	0.7868
No log	0.9846	64	0.6245	0.1411	0.6245	0.7903
No log	1.0154	66	0.8285	0.3116	0.8285	0.9102
No log	1.0462	68	1.4250	0.0149	1.4250	1.1937
No log	1.0769	70	1.1073	0.1736	1.1073	1.0523
No log	1.1077	72	0.6476	0.2000	0.6476	0.8047
No log	1.1385	74	0.6415	0.2941	0.6415	0.8009
No log	1.1692	76	0.6795	0.3398	0.6795	0.8243
No log	1.2	78	0.7901	0.2903	0.7901	0.8889
No log	1.2308	80	0.5797	0.3725	0.5797	0.7614
No log	1.2615	82	0.8495	0.2676	0.8495	0.9217
No log	1.2923	84	1.6494	0.0	1.6494	1.2843
No log	1.3231	86	1.7250	-0.0268	1.7250	1.3134
No log	1.3538	88	1.4221	-0.0268	1.4221	1.1925
No log	1.3846	90	1.0030	0.0947	1.0030	1.0015
No log	1.4154	92	0.6190	0.24	0.6190	0.7868
No log	1.4462	94	0.6217	0.2670	0.6217	0.7885
No log	1.4769	96	0.6232	0.2821	0.6232	0.7894
No log	1.5077	98	0.6295	0.2821	0.6295	0.7934
No log	1.5385	100	0.7598	0.1628	0.7598	0.8717
No log	1.5692	102	0.9213	0.1712	0.9213	0.9598
No log	1.6	104	0.7530	0.2000	0.7530	0.8678
No log	1.6308	106	0.7558	0.2762	0.7558	0.8694
No log	1.6615	108	0.7587	0.2762	0.7587	0.8710
No log	1.6923	110	0.6907	0.1045	0.6907	0.8311
No log	1.7231	112	0.7279	0.2069	0.7279	0.8532
No log	1.7538	114	0.9533	0.2066	0.9533	0.9763
No log	1.7846	116	0.8496	0.2195	0.8496	0.9217
No log	1.8154	118	0.7815	0.2442	0.7815	0.8840
No log	1.8462	120	1.0470	0.2199	1.0470	1.0232
No log	1.8769	122	1.2792	0.0189	1.2792	1.1310
No log	1.9077	124	1.0464	0.2803	1.0464	1.0229
No log	1.9385	126	0.7398	0.2803	0.7398	0.8601
No log	1.9692	128	1.1569	0.1877	1.1569	1.0756
No log	2.0	130	1.2748	0.1938	1.2748	1.1291
No log	2.0308	132	0.9916	0.1673	0.9916	0.9958
No log	2.0615	134	0.6822	0.3527	0.6822	0.8260
No log	2.0923	136	0.6567	0.2442	0.6567	0.8104
No log	2.1231	138	0.6681	0.2780	0.6681	0.8174
No log	2.1538	140	0.6014	0.4074	0.6014	0.7755
No log	2.1846	142	0.6141	0.2621	0.6141	0.7836
No log	2.2154	144	0.5658	0.3427	0.5658	0.7522
No log	2.2462	146	0.5850	0.3231	0.5850	0.7649
No log	2.2769	148	0.6559	0.36	0.6559	0.8099
No log	2.3077	150	0.5804	0.3535	0.5804	0.7618
No log	2.3385	152	0.6073	0.4554	0.6073	0.7793
No log	2.3692	154	0.7688	0.2157	0.7688	0.8768
No log	2.4	156	0.6687	0.3725	0.6687	0.8177
No log	2.4308	158	0.7046	0.2348	0.7046	0.8394
No log	2.4615	160	0.7263	0.2275	0.7263	0.8522
No log	2.4923	162	0.6652	0.3247	0.6652	0.8156
No log	2.5231	164	0.8154	0.1770	0.8154	0.9030
No log	2.5538	166	0.9069	0.2920	0.9069	0.9523
No log	2.5846	168	0.6893	0.2900	0.6893	0.8302
No log	2.6154	170	0.7273	0.2960	0.7273	0.8528
No log	2.6462	172	0.7334	0.2960	0.7334	0.8564
No log	2.6769	174	0.6700	0.2857	0.6700	0.8185
No log	2.7077	176	0.7407	0.2744	0.7407	0.8606
No log	2.7385	178	0.6774	0.2593	0.6774	0.8230
No log	2.7692	180	0.6399	0.2941	0.6399	0.8000
No log	2.8	182	0.6828	0.3739	0.6828	0.8263
No log	2.8308	184	0.6866	0.3277	0.6866	0.8286
No log	2.8615	186	0.6469	0.2759	0.6469	0.8043
No log	2.8923	188	0.6399	0.2965	0.6399	0.8000
No log	2.9231	190	0.6906	0.2081	0.6906	0.8310
No log	2.9538	192	0.7027	0.1776	0.7027	0.8383
No log	2.9846	194	0.7395	0.2217	0.7395	0.8599
No log	3.0154	196	0.8354	0.2941	0.8354	0.9140
No log	3.0462	198	0.8060	0.1799	0.8060	0.8978
No log	3.0769	200	0.8622	0.1481	0.8622	0.9286
No log	3.1077	202	1.0182	0.3128	1.0182	1.0090
No log	3.1385	204	0.8780	0.2453	0.8780	0.9370
No log	3.1692	206	0.7775	0.0654	0.7775	0.8818
No log	3.2	208	0.7635	0.1848	0.7635	0.8738
No log	3.2308	210	0.7297	0.0495	0.7297	0.8542
No log	3.2615	212	0.8121	0.3333	0.8121	0.9012
No log	3.2923	214	0.8026	0.2965	0.8026	0.8959
No log	3.3231	216	0.7772	0.2871	0.7772	0.8816
No log	3.3538	218	0.7316	0.0829	0.7316	0.8553
No log	3.3846	220	0.7403	0.1919	0.7403	0.8604
No log	3.4154	222	0.7072	0.1919	0.7072	0.8410
No log	3.4462	224	0.6755	0.1414	0.6755	0.8219
No log	3.4769	226	0.8551	0.2315	0.8551	0.9247
No log	3.5077	228	0.9177	0.2744	0.9177	0.9579
No log	3.5385	230	0.7309	0.2965	0.7309	0.8549
No log	3.5692	232	0.6373	0.2093	0.6373	0.7983
No log	3.6	234	0.6639	0.1158	0.6639	0.8148
No log	3.6308	236	0.6822	0.1917	0.6822	0.8259
No log	3.6615	238	0.7927	0.2000	0.7927	0.8903
No log	3.6923	240	0.8038	0.2000	0.8038	0.8966
No log	3.7231	242	0.6692	0.0877	0.6692	0.8180
No log	3.7538	244	0.7653	0.2239	0.7653	0.8748
No log	3.7846	246	0.7945	0.2390	0.7945	0.8913
No log	3.8154	248	0.6943	0.1828	0.6943	0.8333
No log	3.8462	250	0.6366	0.0877	0.6366	0.7979
No log	3.8769	252	0.7111	0.2165	0.7111	0.8433
No log	3.9077	254	0.6615	0.1648	0.6615	0.8133
No log	3.9385	256	0.6174	0.2809	0.6174	0.7857
No log	3.9692	258	0.6017	0.2457	0.6017	0.7757
No log	4.0	260	0.6372	0.2174	0.6372	0.7983
No log	4.0308	262	0.6156	0.2174	0.6156	0.7846
No log	4.0615	264	0.5700	0.3182	0.5700	0.7550
No log	4.0923	266	0.6012	0.3016	0.6012	0.7753
No log	4.1231	268	0.5888	0.3089	0.5888	0.7673
No log	4.1538	270	0.5857	0.2842	0.5857	0.7653
No log	4.1846	272	0.6335	0.2965	0.6335	0.7959
No log	4.2154	274	0.6809	0.3684	0.6809	0.8252
No log	4.2462	276	0.5841	0.3369	0.5841	0.7643
No log	4.2769	278	0.5649	0.3118	0.5649	0.7516
No log	4.3077	280	0.6010	0.3439	0.6010	0.7752
No log	4.3385	282	0.5639	0.3333	0.5639	0.7509
No log	4.3692	284	0.5899	0.1543	0.5899	0.7680
No log	4.4	286	0.7373	0.3398	0.7373	0.8587
No log	4.4308	288	0.7933	0.3103	0.7933	0.8907
No log	4.4615	290	0.6380	0.2609	0.6380	0.7988
No log	4.4923	292	0.5933	0.3043	0.5933	0.7703
No log	4.5231	294	0.6419	0.3407	0.6419	0.8012
No log	4.5538	296	0.5981	0.2941	0.5981	0.7734
No log	4.5846	298	0.5716	0.0588	0.5716	0.7561
No log	4.6154	300	0.5810	0.1220	0.5810	0.7622
No log	4.6462	302	0.5726	0.0365	0.5726	0.7567
No log	4.6769	304	0.6134	0.1605	0.6134	0.7832
No log	4.7077	306	0.7094	0.2889	0.7094	0.8422
No log	4.7385	308	0.6942	0.2889	0.6942	0.8332
No log	4.7692	310	0.6697	0.2889	0.6697	0.8184
No log	4.8	312	0.6167	0.1011	0.6167	0.7853
No log	4.8308	314	0.6428	0.1138	0.6428	0.8017
No log	4.8615	316	0.6749	0.0667	0.6749	0.8215
No log	4.8923	318	0.6689	0.0638	0.6689	0.8179
No log	4.9231	320	0.8004	0.3214	0.8004	0.8946
No log	4.9538	322	0.8482	0.3067	0.8482	0.9210
No log	4.9846	324	0.7285	0.3077	0.7285	0.8535
No log	5.0154	326	0.6582	0.1381	0.6582	0.8113
No log	5.0462	328	0.7128	0.25	0.7128	0.8443
No log	5.0769	330	0.7620	0.2653	0.7620	0.8729
No log	5.1077	332	0.6841	0.2593	0.6841	0.8271
No log	5.1385	334	0.6038	0.0952	0.6038	0.7771
No log	5.1692	336	0.6380	0.1818	0.6381	0.7988
No log	5.2	338	0.6387	0.1818	0.6387	0.7992
No log	5.2308	340	0.5998	0.0692	0.5998	0.7745
No log	5.2615	342	0.5990	0.0952	0.5990	0.7740
No log	5.2923	344	0.6420	0.2189	0.6420	0.8013
No log	5.3231	346	0.6727	0.2179	0.6727	0.8202
No log	5.3538	348	0.6387	0.1910	0.6387	0.7992
No log	5.3846	350	0.6204	0.1658	0.6204	0.7876
No log	5.4154	352	0.6283	0.1739	0.6283	0.7927
No log	5.4462	354	0.7254	0.2893	0.7254	0.8517
No log	5.4769	356	0.7136	0.2251	0.7136	0.8448
No log	5.5077	358	0.6356	0.2332	0.6356	0.7973
No log	5.5385	360	0.7022	0.2332	0.7022	0.8380
No log	5.5692	362	0.7945	0.2637	0.7945	0.8914
No log	5.6	364	0.7331	0.2251	0.7331	0.8562
No log	5.6308	366	0.6187	0.2174	0.6187	0.7866
No log	5.6615	368	0.6653	0.2766	0.6653	0.8156
No log	5.6923	370	0.8228	0.1852	0.8228	0.9071
No log	5.7231	372	0.8183	0.1852	0.8183	0.9046
No log	5.7538	374	0.6859	0.1753	0.6859	0.8282
No log	5.7846	376	0.6018	0.1220	0.6018	0.7757
No log	5.8154	378	0.6047	0.1429	0.6047	0.7776
No log	5.8462	380	0.6013	0.0843	0.6013	0.7754
No log	5.8769	382	0.6173	0.2457	0.6173	0.7857
No log	5.9077	384	0.6651	0.2251	0.6651	0.8156
No log	5.9385	386	0.6636	0.2746	0.6636	0.8146
No log	5.9692	388	0.6459	0.2088	0.6459	0.8037
No log	6.0	390	0.6517	0.1832	0.6517	0.8073
No log	6.0308	392	0.6957	0.2410	0.6957	0.8341
No log	6.0615	394	0.6921	0.2000	0.6921	0.8319
No log	6.0923	396	0.6786	0.2000	0.6786	0.8238
No log	6.1231	398	0.6386	0.125	0.6386	0.7991
No log	6.1538	400	0.6587	0.1832	0.6587	0.8116
No log	6.1846	402	0.7349	0.2830	0.7349	0.8573
No log	6.2154	404	0.7311	0.2830	0.7311	0.8550
No log	6.2462	406	0.6484	0.2746	0.6484	0.8052
No log	6.2769	408	0.5933	0.1529	0.5933	0.7703
No log	6.3077	410	0.5887	0.2289	0.5887	0.7673
No log	6.3385	412	0.5880	0.1500	0.5880	0.7668
No log	6.3692	414	0.6175	0.1908	0.6175	0.7858
No log	6.4	416	0.6309	0.1209	0.6309	0.7943
No log	6.4308	418	0.6248	0.1732	0.6248	0.7904
No log	6.4615	420	0.5936	0.3253	0.5936	0.7704
No log	6.4923	422	0.5950	0.3488	0.5950	0.7714
No log	6.5231	424	0.6008	0.3591	0.6008	0.7751
No log	6.5538	426	0.6183	0.1908	0.6183	0.7863
No log	6.5846	428	0.6934	0.2251	0.6934	0.8327
No log	6.6154	430	0.7880	0.1619	0.7880	0.8877
No log	6.6462	432	0.7741	0.1619	0.7741	0.8799
No log	6.6769	434	0.6612	0.1818	0.6612	0.8131
No log	6.7077	436	0.5945	0.2911	0.5945	0.7710
No log	6.7385	438	0.5879	0.2000	0.5879	0.7667
No log	6.7692	440	0.5876	0.0850	0.5876	0.7665
No log	6.8	442	0.6007	0.1500	0.6007	0.7751
No log	6.8308	444	0.5950	0.0769	0.5950	0.7714
No log	6.8615	446	0.6059	0.2857	0.6059	0.7784
No log	6.8923	448	0.6828	0.0805	0.6828	0.8263
No log	6.9231	450	0.8487	0.1619	0.8487	0.9213
No log	6.9538	452	0.9466	0.1931	0.9466	0.9729
No log	6.9846	454	0.8945	0.1781	0.8945	0.9458
No log	7.0154	456	0.7556	0.1921	0.7556	0.8692
No log	7.0462	458	0.6831	0.1818	0.6831	0.8265
No log	7.0769	460	0.6586	0.1913	0.6586	0.8115
No log	7.1077	462	0.6307	0.1716	0.6307	0.7941
No log	7.1385	464	0.6365	0.1411	0.6365	0.7978
No log	7.1692	466	0.6329	0.1716	0.6329	0.7956
No log	7.2	468	0.6510	0.1724	0.6510	0.8068
No log	7.2308	470	0.6847	0.1910	0.6847	0.8275
No log	7.2615	472	0.6698	0.1913	0.6698	0.8184
No log	7.2923	474	0.6526	0.1264	0.6526	0.8079
No log	7.3231	476	0.6566	0.1264	0.6566	0.8103
No log	7.3538	478	0.6501	0.1285	0.6501	0.8063
No log	7.3846	480	0.6603	0.1111	0.6603	0.8126
No log	7.4154	482	0.6572	0.1264	0.6572	0.8107
No log	7.4462	484	0.6476	0.0909	0.6476	0.8047
No log	7.4769	486	0.6516	0.1264	0.6516	0.8072
No log	7.5077	488	0.6516	0.1163	0.6516	0.8072
No log	7.5385	490	0.6551	0.1163	0.6551	0.8094
No log	7.5692	492	0.6400	0.0909	0.6400	0.8000
No log	7.6	494	0.6384	0.0805	0.6384	0.7990
No log	7.6308	496	0.6451	0.0805	0.6451	0.8032
No log	7.6615	498	0.6471	0.0588	0.6471	0.8044
0.3966	7.6923	500	0.6650	0.0769	0.6650	0.8155
0.3966	7.7231	502	0.6758	0.0939	0.6758	0.8221
0.3966	7.7538	504	0.6707	0.1011	0.6707	0.8190
0.3966	7.7846	506	0.6576	0.0843	0.6576	0.8110
0.3966	7.8154	508	0.6515	0.0649	0.6515	0.8071
0.3966	7.8462	510	0.6484	0.0692	0.6484	0.8052
0.3966	7.8769	512	0.6491	0.0573	0.6491	0.8056
0.3966	7.9077	514	0.6444	0.0573	0.6444	0.8027
0.3966	7.9385	516	0.6328	0.0850	0.6328	0.7955
0.3966	7.9692	518	0.6315	0.0850	0.6315	0.7947
0.3966	8.0	520	0.6295	0.0850	0.6295	0.7934
0.3966	8.0308	522	0.6333	0.0130	0.6333	0.7958
0.3966	8.0615	524	0.6531	0.2195	0.6531	0.8082
0.3966	8.0923	526	0.6723	0.1429	0.6723	0.8199
0.3966	8.1231	528	0.6636	0.2195	0.6636	0.8146
0.3966	8.1538	530	0.6401	0.2289	0.6401	0.8001
0.3966	8.1846	532	0.6228	0.0769	0.6228	0.7892
0.3966	8.2154	534	0.6246	0.0886	0.6246	0.7903
0.3966	8.2462	536	0.6334	0.1411	0.6334	0.7958
0.3966	8.2769	538	0.6384	0.1411	0.6384	0.7990
0.3966	8.3077	540	0.6404	0.1243	0.6404	0.8003
0.3966	8.3385	542	0.6584	0.1285	0.6584	0.8114
0.3966	8.3692	544	0.6899	0.1269	0.6899	0.8306
0.3966	8.4	546	0.7041	0.125	0.7041	0.8391
0.3966	8.4308	548	0.7115	0.1841	0.7115	0.8435
0.3966	8.4615	550	0.6919	0.1269	0.6919	0.8318
0.3966	8.4923	552	0.6703	0.1340	0.6703	0.8187
0.3966	8.5231	554	0.6528	0.1135	0.6528	0.8080
0.3966	8.5538	556	0.6369	0.0909	0.6369	0.7980
0.3966	8.5846	558	0.6304	0.1807	0.6304	0.7939
0.3966	8.6154	560	0.6329	0.1902	0.6329	0.7956
0.3966	8.6462	562	0.6293	0.1500	0.6293	0.7933
0.3966	8.6769	564	0.6245	0.1500	0.6245	0.7903
0.3966	8.7077	566	0.6213	0.1500	0.6213	0.7882
0.3966	8.7385	568	0.6104	0.1807	0.6104	0.7813
0.3966	8.7692	570	0.6043	0.1617	0.6043	0.7773
0.3966	8.8	572	0.6083	0.1445	0.6083	0.7800
0.3966	8.8308	574	0.6173	0.1732	0.6173	0.7857
0.3966	8.8615	576	0.6213	0.1648	0.6213	0.7882
0.3966	8.8923	578	0.6285	0.1915	0.6285	0.7928
0.3966	8.9231	580	0.6280	0.1915	0.6280	0.7925
0.3966	8.9538	582	0.6208	0.1648	0.6208	0.7879
0.3966	8.9846	584	0.6125	0.1732	0.6125	0.7826
0.3966	9.0154	586	0.6097	0.1381	0.6097	0.7808
0.3966	9.0462	588	0.6095	0.1381	0.6095	0.7807
0.3966	9.0769	590	0.6085	0.2457	0.6085	0.7801
0.3966	9.1077	592	0.6083	0.1381	0.6083	0.7800
0.3966	9.1385	594	0.6101	0.0909	0.6101	0.7811
0.3966	9.1692	596	0.6124	0.0909	0.6124	0.7826
0.3966	9.2	598	0.6167	0.1732	0.6167	0.7853
0.3966	9.2308	600	0.6199	0.1732	0.6199	0.7873
0.3966	9.2615	602	0.6186	0.1732	0.6186	0.7865
0.3966	9.2923	604	0.6162	0.0909	0.6162	0.7850
0.3966	9.3231	606	0.6175	0.0909	0.6175	0.7858
0.3966	9.3538	608	0.6169	0.0909	0.6169	0.7854
0.3966	9.3846	610	0.6157	0.0909	0.6157	0.7847
0.3966	9.4154	612	0.6150	0.0909	0.6150	0.7842
0.3966	9.4462	614	0.6130	0.1529	0.6130	0.7829
0.3966	9.4769	616	0.6124	0.1529	0.6124	0.7825
0.3966	9.5077	618	0.6121	0.1529	0.6121	0.7824
0.3966	9.5385	620	0.6117	0.1529	0.6117	0.7821
0.3966	9.5692	622	0.6108	0.1529	0.6108	0.7815
0.3966	9.6	624	0.6096	0.1529	0.6096	0.7808
0.3966	9.6308	626	0.6088	0.1529	0.6088	0.7802
0.3966	9.6615	628	0.6093	0.1529	0.6093	0.7806
0.3966	9.6923	630	0.6106	0.1445	0.6106	0.7814
0.3966	9.7231	632	0.6107	0.1445	0.6107	0.7815
0.3966	9.7538	634	0.6101	0.1529	0.6101	0.7811
0.3966	9.7846	636	0.6101	0.1529	0.6101	0.7811
0.3966	9.8154	638	0.6105	0.1445	0.6105	0.7814
0.3966	9.8462	640	0.6110	0.0909	0.6110	0.7817
0.3966	9.8769	642	0.6113	0.0909	0.6113	0.7819
0.3966	9.9077	644	0.6119	0.0909	0.6119	0.7823
0.3966	9.9385	646	0.6122	0.0909	0.6122	0.7824
0.3966	9.9692	648	0.6123	0.0909	0.6123	0.7825
0.3966	10.0	650	0.6124	0.0909	0.6124	0.7825

Framework versions

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