ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_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: 1.0213
• Qwk: 0.5942
• Mse: 1.0213
• Rmse: 1.0106

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	0.0571	2	5.3492	0.0089	5.3492	2.3128
No log	0.1143	4	3.3957	0.0658	3.3957	1.8427
No log	0.1714	6	2.2114	-0.0012	2.2114	1.4871
No log	0.2286	8	2.2043	-0.0554	2.2043	1.4847
No log	0.2857	10	1.4924	0.0566	1.4924	1.2217
No log	0.3429	12	1.4524	-0.0078	1.4524	1.2051
No log	0.4	14	1.7511	-0.0810	1.7511	1.3233
No log	0.4571	16	2.0235	-0.0402	2.0235	1.4225
No log	0.5143	18	1.3806	0.1434	1.3806	1.1750
No log	0.5714	20	1.1316	0.2337	1.1316	1.0638
No log	0.6286	22	1.1079	0.2798	1.1079	1.0526
No log	0.6857	24	1.1558	0.3044	1.1558	1.0751
No log	0.7429	26	1.3214	0.1914	1.3214	1.1495
No log	0.8	28	1.3138	0.2248	1.3138	1.1462
No log	0.8571	30	1.2712	0.2503	1.2712	1.1275
No log	0.9143	32	1.1061	0.3490	1.1061	1.0517
No log	0.9714	34	1.0351	0.3610	1.0351	1.0174
No log	1.0286	36	1.0749	0.3299	1.0749	1.0368
No log	1.0857	38	1.2170	0.3609	1.2170	1.1032
No log	1.1429	40	1.4149	0.2371	1.4149	1.1895
No log	1.2	42	1.6287	0.2080	1.6287	1.2762
No log	1.2571	44	1.8756	0.1718	1.8756	1.3695
No log	1.3143	46	1.8225	0.1660	1.8225	1.3500
No log	1.3714	48	1.3133	0.2870	1.3133	1.1460
No log	1.4286	50	1.1274	0.3597	1.1274	1.0618
No log	1.4857	52	1.2193	0.3283	1.2193	1.1042
No log	1.5429	54	1.3451	0.2970	1.3451	1.1598
No log	1.6	56	1.3443	0.2495	1.3443	1.1594
No log	1.6571	58	1.0827	0.3974	1.0827	1.0405
No log	1.7143	60	0.9561	0.3863	0.9561	0.9778
No log	1.7714	62	1.0268	0.3472	1.0268	1.0133
No log	1.8286	64	0.9984	0.3568	0.9984	0.9992
No log	1.8857	66	0.9693	0.4078	0.9693	0.9845
No log	1.9429	68	0.9374	0.4029	0.9374	0.9682
No log	2.0	70	0.9708	0.4712	0.9708	0.9853
No log	2.0571	72	1.0521	0.4484	1.0521	1.0257
No log	2.1143	74	1.3061	0.3371	1.3061	1.1429
No log	2.1714	76	1.1353	0.4144	1.1353	1.0655
No log	2.2286	78	0.8905	0.5509	0.8905	0.9437
No log	2.2857	80	0.9484	0.5764	0.9484	0.9739
No log	2.3429	82	1.0737	0.5616	1.0737	1.0362
No log	2.4	84	1.0639	0.5009	1.0639	1.0314
No log	2.4571	86	0.9434	0.6083	0.9434	0.9713
No log	2.5143	88	1.1531	0.4577	1.1531	1.0738
No log	2.5714	90	1.4805	0.4030	1.4805	1.2168
No log	2.6286	92	1.4691	0.4096	1.4691	1.2120
No log	2.6857	94	1.0174	0.4694	1.0174	1.0087
No log	2.7429	96	0.8845	0.5110	0.8845	0.9405
No log	2.8	98	0.8870	0.5488	0.8870	0.9418
No log	2.8571	100	0.8692	0.5322	0.8692	0.9323
No log	2.9143	102	0.8546	0.4913	0.8546	0.9245
No log	2.9714	104	0.8499	0.4498	0.8499	0.9219
No log	3.0286	106	0.8475	0.4755	0.8475	0.9206
No log	3.0857	108	0.8466	0.5251	0.8466	0.9201
No log	3.1429	110	1.0066	0.5491	1.0065	1.0033
No log	3.2	112	1.1333	0.4819	1.1333	1.0646
No log	3.2571	114	0.9900	0.5836	0.9900	0.9950
No log	3.3143	116	0.8626	0.6359	0.8626	0.9288
No log	3.3714	118	0.8760	0.5576	0.8760	0.9360
No log	3.4286	120	0.9541	0.5333	0.9541	0.9768
No log	3.4857	122	0.9223	0.5420	0.9223	0.9603
No log	3.5429	124	0.9546	0.5082	0.9546	0.9771
No log	3.6	126	0.9034	0.5642	0.9034	0.9505
No log	3.6571	128	0.8006	0.6459	0.8006	0.8948
No log	3.7143	130	0.8080	0.6424	0.8080	0.8989
No log	3.7714	132	0.7274	0.6734	0.7274	0.8529
No log	3.8286	134	0.7242	0.6202	0.7242	0.8510
No log	3.8857	136	0.7376	0.6563	0.7376	0.8588
No log	3.9429	138	0.8154	0.6239	0.8154	0.9030
No log	4.0	140	0.7206	0.6608	0.7206	0.8489
No log	4.0571	142	0.6705	0.7138	0.6705	0.8189
No log	4.1143	144	0.7397	0.6886	0.7397	0.8601
No log	4.1714	146	0.7185	0.6955	0.7185	0.8477
No log	4.2286	148	0.7630	0.6701	0.7630	0.8735
No log	4.2857	150	0.9444	0.6091	0.9444	0.9718
No log	4.3429	152	0.9462	0.6116	0.9462	0.9727
No log	4.4	154	0.8167	0.6412	0.8167	0.9037
No log	4.4571	156	0.7286	0.6550	0.7286	0.8536
No log	4.5143	158	0.7399	0.6559	0.7399	0.8602
No log	4.5714	160	0.7228	0.6378	0.7228	0.8501
No log	4.6286	162	0.7028	0.6415	0.7028	0.8383
No log	4.6857	164	0.7133	0.6758	0.7133	0.8446
No log	4.7429	166	0.7002	0.6587	0.7002	0.8368
No log	4.8	168	0.7371	0.6532	0.7371	0.8585
No log	4.8571	170	0.8283	0.6203	0.8283	0.9101
No log	4.9143	172	0.8870	0.6519	0.8870	0.9418
No log	4.9714	174	0.9449	0.6142	0.9449	0.9721
No log	5.0286	176	1.0536	0.5601	1.0536	1.0265
No log	5.0857	178	1.3058	0.4799	1.3058	1.1427
No log	5.1429	180	1.5821	0.4438	1.5821	1.2578
No log	5.2	182	1.5767	0.4571	1.5767	1.2557
No log	5.2571	184	1.2841	0.4742	1.2841	1.1332
No log	5.3143	186	0.9424	0.6009	0.9424	0.9708
No log	5.3714	188	0.8122	0.6655	0.8122	0.9012
No log	5.4286	190	0.7318	0.6625	0.7318	0.8554
No log	5.4857	192	0.6932	0.6623	0.6932	0.8326
No log	5.5429	194	0.6998	0.6762	0.6998	0.8366
No log	5.6	196	0.6632	0.6427	0.6632	0.8144
No log	5.6571	198	0.6665	0.6749	0.6665	0.8164
No log	5.7143	200	0.6552	0.6553	0.6552	0.8094
No log	5.7714	202	0.7807	0.6814	0.7807	0.8836
No log	5.8286	204	0.9158	0.6560	0.9158	0.9570
No log	5.8857	206	0.8901	0.6594	0.8901	0.9435
No log	5.9429	208	0.7627	0.6746	0.7627	0.8733
No log	6.0	210	0.7139	0.6551	0.7139	0.8449
No log	6.0571	212	0.7002	0.6803	0.7002	0.8368
No log	6.1143	214	0.6994	0.6576	0.6994	0.8363
No log	6.1714	216	0.7241	0.6624	0.7241	0.8509
No log	6.2286	218	0.8213	0.6388	0.8213	0.9063
No log	6.2857	220	0.8188	0.6388	0.8188	0.9049
No log	6.3429	222	0.7403	0.6624	0.7403	0.8604
No log	6.4	224	0.7228	0.6567	0.7228	0.8502
No log	6.4571	226	0.7351	0.6662	0.7351	0.8574
No log	6.5143	228	0.8033	0.6609	0.8033	0.8963
No log	6.5714	230	1.0208	0.6299	1.0208	1.0103
No log	6.6286	232	1.1326	0.5802	1.1326	1.0643
No log	6.6857	234	1.0508	0.6020	1.0508	1.0251
No log	6.7429	236	0.9994	0.5820	0.9994	0.9997
No log	6.8	238	0.9153	0.6200	0.9153	0.9567
No log	6.8571	240	0.8517	0.6163	0.8517	0.9229
No log	6.9143	242	0.7704	0.6267	0.7704	0.8777
No log	6.9714	244	0.7624	0.6222	0.7624	0.8732
No log	7.0286	246	0.8047	0.6542	0.8047	0.8970
No log	7.0857	248	0.9663	0.6261	0.9663	0.9830
No log	7.1429	250	1.1941	0.5544	1.1941	1.0928
No log	7.2	252	1.1925	0.5511	1.1925	1.0920
No log	7.2571	254	1.0209	0.5832	1.0209	1.0104
No log	7.3143	256	0.7869	0.6076	0.7869	0.8871
No log	7.3714	258	0.7250	0.6526	0.7250	0.8515
No log	7.4286	260	0.7260	0.6492	0.7260	0.8520
No log	7.4857	262	0.7621	0.6505	0.7621	0.8730
No log	7.5429	264	0.8487	0.6275	0.8487	0.9212
No log	7.6	266	0.9589	0.6222	0.9589	0.9792
No log	7.6571	268	0.8978	0.6375	0.8978	0.9475
No log	7.7143	270	0.7985	0.6582	0.7985	0.8936
No log	7.7714	272	0.7491	0.6825	0.7491	0.8655
No log	7.8286	274	0.7275	0.6800	0.7275	0.8529
No log	7.8857	276	0.7822	0.6024	0.7822	0.8844
No log	7.9429	278	0.9299	0.6196	0.9298	0.9643
No log	8.0	280	1.1390	0.5621	1.1390	1.0672
No log	8.0571	282	1.3569	0.5145	1.3569	1.1649
No log	8.1143	284	1.4122	0.4956	1.4122	1.1884
No log	8.1714	286	1.2331	0.5415	1.2331	1.1105
No log	8.2286	288	0.9926	0.6004	0.9926	0.9963
No log	8.2857	290	0.8547	0.6120	0.8547	0.9245
No log	8.3429	292	0.8379	0.6184	0.8379	0.9154
No log	8.4	294	0.9055	0.6139	0.9055	0.9516
No log	8.4571	296	1.1308	0.5469	1.1308	1.0634
No log	8.5143	298	1.3044	0.4974	1.3044	1.1421
No log	8.5714	300	1.2710	0.5148	1.2710	1.1274
No log	8.6286	302	1.0666	0.5636	1.0666	1.0328
No log	8.6857	304	0.8338	0.6656	0.8338	0.9131
No log	8.7429	306	0.7203	0.6682	0.7203	0.8487
No log	8.8	308	0.7057	0.6766	0.7057	0.8401
No log	8.8571	310	0.7296	0.6625	0.7296	0.8541
No log	8.9143	312	0.7469	0.6571	0.7469	0.8643
No log	8.9714	314	0.7426	0.6562	0.7426	0.8617
No log	9.0286	316	0.7226	0.6651	0.7226	0.8501
No log	9.0857	318	0.7311	0.6904	0.7311	0.8550
No log	9.1429	320	0.7976	0.6535	0.7976	0.8931
No log	9.2	322	0.9111	0.6112	0.9111	0.9545
No log	9.2571	324	0.9201	0.6188	0.9201	0.9592
No log	9.3143	326	0.8967	0.6245	0.8967	0.9470
No log	9.3714	328	0.8445	0.6239	0.8445	0.9190
No log	9.4286	330	0.7454	0.6830	0.7454	0.8634
No log	9.4857	332	0.6945	0.6901	0.6945	0.8334
No log	9.5429	334	0.7014	0.6901	0.7014	0.8375
No log	9.6	336	0.7009	0.6855	0.7009	0.8372
No log	9.6571	338	0.7372	0.6672	0.7372	0.8586
No log	9.7143	340	0.7405	0.6440	0.7405	0.8605
No log	9.7714	342	0.8432	0.6438	0.8432	0.9182
No log	9.8286	344	1.0028	0.6168	1.0028	1.0014
No log	9.8857	346	1.0245	0.5880	1.0245	1.0122
No log	9.9429	348	0.9409	0.6393	0.9409	0.9700
No log	10.0	350	0.8363	0.6695	0.8363	0.9145
No log	10.0571	352	0.7371	0.6664	0.7371	0.8585
No log	10.1143	354	0.7027	0.6535	0.7027	0.8383
No log	10.1714	356	0.7461	0.6645	0.7461	0.8638
No log	10.2286	358	0.7820	0.6600	0.7820	0.8843
No log	10.2857	360	0.7571	0.6589	0.7571	0.8701
No log	10.3429	362	0.6699	0.6672	0.6699	0.8185
No log	10.4	364	0.6596	0.6846	0.6596	0.8121
No log	10.4571	366	0.6626	0.6787	0.6626	0.8140
No log	10.5143	368	0.6612	0.6700	0.6612	0.8132
No log	10.5714	370	0.6744	0.6731	0.6744	0.8212
No log	10.6286	372	0.7877	0.6618	0.7877	0.8875
No log	10.6857	374	0.8329	0.6738	0.8329	0.9126
No log	10.7429	376	0.7686	0.6609	0.7686	0.8767
No log	10.8	378	0.6824	0.6691	0.6824	0.8261
No log	10.8571	380	0.6898	0.6561	0.6898	0.8305
No log	10.9143	382	0.7174	0.5873	0.7174	0.8470
No log	10.9714	384	0.6784	0.6828	0.6784	0.8237
No log	11.0286	386	0.6745	0.6898	0.6745	0.8213
No log	11.0857	388	0.8255	0.6561	0.8255	0.9085
No log	11.1429	390	0.9835	0.6286	0.9835	0.9917
No log	11.2	392	1.0576	0.5981	1.0576	1.0284
No log	11.2571	394	1.1365	0.5905	1.1365	1.0661
No log	11.3143	396	1.1351	0.6007	1.1351	1.0654
No log	11.3714	398	1.1285	0.6007	1.1285	1.0623
No log	11.4286	400	1.1828	0.5697	1.1828	1.0875
No log	11.4857	402	1.1577	0.5498	1.1577	1.0760
No log	11.5429	404	1.0121	0.5767	1.0121	1.0060
No log	11.6	406	0.8258	0.6452	0.8258	0.9087
No log	11.6571	408	0.7361	0.6626	0.7361	0.8580
No log	11.7143	410	0.7387	0.6558	0.7387	0.8595
No log	11.7714	412	0.8136	0.6542	0.8136	0.9020
No log	11.8286	414	0.8998	0.6156	0.8998	0.9486
No log	11.8857	416	0.9123	0.6241	0.9123	0.9551
No log	11.9429	418	0.8804	0.6217	0.8804	0.9383
No log	12.0	420	0.9340	0.6034	0.9340	0.9664
No log	12.0571	422	0.9559	0.6162	0.9559	0.9777
No log	12.1143	424	0.9898	0.5938	0.9898	0.9949
No log	12.1714	426	0.9311	0.6031	0.9311	0.9649
No log	12.2286	428	0.9042	0.6213	0.9042	0.9509
No log	12.2857	430	0.8414	0.6297	0.8414	0.9173
No log	12.3429	432	0.7901	0.6489	0.7901	0.8889
No log	12.4	434	0.7761	0.6784	0.7761	0.8810
No log	12.4571	436	0.7530	0.6925	0.7530	0.8678
No log	12.5143	438	0.7194	0.6859	0.7194	0.8482
No log	12.5714	440	0.7189	0.6911	0.7189	0.8479
No log	12.6286	442	0.7558	0.6769	0.7558	0.8694
No log	12.6857	444	0.8746	0.6521	0.8746	0.9352
No log	12.7429	446	0.8521	0.6527	0.8521	0.9231
No log	12.8	448	0.7382	0.6673	0.7382	0.8592
No log	12.8571	450	0.6949	0.7070	0.6949	0.8336
No log	12.9143	452	0.7035	0.7151	0.7035	0.8388
No log	12.9714	454	0.7253	0.7052	0.7253	0.8516
No log	13.0286	456	0.7621	0.7074	0.7621	0.8730
No log	13.0857	458	0.7296	0.7123	0.7296	0.8542
No log	13.1429	460	0.7488	0.7142	0.7488	0.8653
No log	13.2	462	0.7944	0.6316	0.7944	0.8913
No log	13.2571	464	0.8515	0.625	0.8515	0.9228
No log	13.3143	466	0.8706	0.6262	0.8706	0.9330
No log	13.3714	468	0.9197	0.5880	0.9197	0.9590
No log	13.4286	470	0.9440	0.5795	0.9440	0.9716
No log	13.4857	472	0.9666	0.5842	0.9666	0.9832
No log	13.5429	474	0.9900	0.5934	0.9900	0.9950
No log	13.6	476	0.9590	0.5917	0.9590	0.9793
No log	13.6571	478	0.9163	0.6179	0.9163	0.9573
No log	13.7143	480	0.8195	0.6468	0.8195	0.9052
No log	13.7714	482	0.7787	0.6503	0.7787	0.8824
No log	13.8286	484	0.7202	0.6485	0.7202	0.8486
No log	13.8857	486	0.7118	0.6864	0.7118	0.8437
No log	13.9429	488	0.7182	0.6674	0.7182	0.8475
No log	14.0	490	0.7547	0.6413	0.7547	0.8687
No log	14.0571	492	0.7867	0.6124	0.7867	0.8870
No log	14.1143	494	0.7234	0.6529	0.7234	0.8505
No log	14.1714	496	0.6792	0.6969	0.6792	0.8241
No log	14.2286	498	0.6906	0.6654	0.6906	0.8310
0.4271	14.2857	500	0.7283	0.6493	0.7283	0.8534
0.4271	14.3429	502	0.7893	0.6368	0.7893	0.8884
0.4271	14.4	504	0.7583	0.6711	0.7583	0.8708
0.4271	14.4571	506	0.7740	0.6614	0.7740	0.8798
0.4271	14.5143	508	0.7617	0.6735	0.7617	0.8728
0.4271	14.5714	510	0.7948	0.6507	0.7948	0.8915
0.4271	14.6286	512	0.8095	0.6507	0.8095	0.8997
0.4271	14.6857	514	0.7299	0.6807	0.7299	0.8544
0.4271	14.7429	516	0.6743	0.6741	0.6743	0.8211
0.4271	14.8	518	0.6410	0.6997	0.6410	0.8006
0.4271	14.8571	520	0.6527	0.6867	0.6527	0.8079
0.4271	14.9143	522	0.7900	0.6758	0.7900	0.8888
0.4271	14.9714	524	0.9112	0.6344	0.9112	0.9546
0.4271	15.0286	526	0.9656	0.6196	0.9656	0.9826
0.4271	15.0857	528	0.9831	0.6031	0.9831	0.9915
0.4271	15.1429	530	0.8955	0.6422	0.8955	0.9463
0.4271	15.2	532	0.8264	0.6542	0.8264	0.9091
0.4271	15.2571	534	0.8240	0.6524	0.8240	0.9077
0.4271	15.3143	536	0.8049	0.6445	0.8049	0.8972
0.4271	15.3714	538	0.8311	0.6407	0.8311	0.9117
0.4271	15.4286	540	0.8116	0.6335	0.8116	0.9009
0.4271	15.4857	542	0.7914	0.6637	0.7914	0.8896
0.4271	15.5429	544	0.7514	0.6581	0.7514	0.8669
0.4271	15.6	546	0.7124	0.6738	0.7124	0.8441
0.4271	15.6571	548	0.7566	0.6554	0.7566	0.8698
0.4271	15.7143	550	0.8138	0.6762	0.8138	0.9021
0.4271	15.7714	552	0.8973	0.6367	0.8973	0.9473
0.4271	15.8286	554	0.8876	0.6382	0.8876	0.9421
0.4271	15.8857	556	0.8332	0.6562	0.8332	0.9128
0.4271	15.9429	558	0.7873	0.6683	0.7873	0.8873
0.4271	16.0	560	0.7844	0.6701	0.7844	0.8857
0.4271	16.0571	562	0.7946	0.6500	0.7946	0.8914
0.4271	16.1143	564	0.8293	0.6510	0.8293	0.9106
0.4271	16.1714	566	0.8882	0.6421	0.8882	0.9424
0.4271	16.2286	568	0.8982	0.6399	0.8982	0.9478
0.4271	16.2857	570	0.8098	0.6448	0.8098	0.8999
0.4271	16.3429	572	0.7093	0.6955	0.7093	0.8422
0.4271	16.4	574	0.6888	0.6616	0.6888	0.8299
0.4271	16.4571	576	0.7132	0.6616	0.7132	0.8445
0.4271	16.5143	578	0.7267	0.6922	0.7267	0.8524
0.4271	16.5714	580	0.7264	0.6872	0.7264	0.8523
0.4271	16.6286	582	0.7772	0.6555	0.7772	0.8816
0.4271	16.6857	584	0.8341	0.6514	0.8341	0.9133
0.4271	16.7429	586	0.8860	0.6424	0.8860	0.9413
0.4271	16.8	588	0.8223	0.6574	0.8223	0.9068
0.4271	16.8571	590	0.7345	0.6637	0.7345	0.8570
0.4271	16.9143	592	0.6796	0.6375	0.6796	0.8244
0.4271	16.9714	594	0.6704	0.6788	0.6704	0.8188
0.4271	17.0286	596	0.6796	0.6622	0.6796	0.8244
0.4271	17.0857	598	0.7092	0.6431	0.7092	0.8421
0.4271	17.1429	600	0.7327	0.6290	0.7327	0.8560
0.4271	17.2	602	0.7071	0.6681	0.7071	0.8409
0.4271	17.2571	604	0.6905	0.6671	0.6905	0.8310
0.4271	17.3143	606	0.7008	0.6585	0.7008	0.8371
0.4271	17.3714	608	0.7820	0.6684	0.7820	0.8843
0.4271	17.4286	610	0.9565	0.6317	0.9565	0.9780
0.4271	17.4857	612	1.0952	0.5621	1.0952	1.0465
0.4271	17.5429	614	1.0626	0.5518	1.0626	1.0308
0.4271	17.6	616	0.9428	0.6046	0.9428	0.9710
0.4271	17.6571	618	0.8307	0.6619	0.8307	0.9114
0.4271	17.7143	620	0.8053	0.6497	0.8053	0.8974
0.4271	17.7714	622	0.8649	0.6572	0.8649	0.9300
0.4271	17.8286	624	0.8383	0.6471	0.8383	0.9156
0.4271	17.8857	626	0.8094	0.6812	0.8094	0.8997
0.4271	17.9429	628	0.7677	0.6923	0.7677	0.8762
0.4271	18.0	630	0.7848	0.6824	0.7848	0.8859
0.4271	18.0571	632	0.7233	0.6823	0.7233	0.8505
0.4271	18.1143	634	0.6629	0.6690	0.6629	0.8142
0.4271	18.1714	636	0.6272	0.7103	0.6272	0.7920
0.4271	18.2286	638	0.6355	0.6833	0.6355	0.7972
0.4271	18.2857	640	0.7114	0.6857	0.7114	0.8434
0.4271	18.3429	642	0.8644	0.6168	0.8644	0.9297
0.4271	18.4	644	0.9419	0.5967	0.9419	0.9705
0.4271	18.4571	646	0.9707	0.6059	0.9707	0.9852
0.4271	18.5143	648	0.9493	0.6086	0.9493	0.9743
0.4271	18.5714	650	1.0213	0.5942	1.0213	1.0106

Framework versions

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