ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k13_task2_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: 0.7374
• Qwk: 0.5100
• Mse: 0.7374
• Rmse: 0.8587

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	3.9949	-0.0296	3.9949	1.9987
No log	0.0615	4	2.2045	0.0283	2.2045	1.4848
No log	0.0923	6	1.8030	-0.0688	1.8030	1.3428
No log	0.1231	8	1.2241	-0.0187	1.2241	1.1064
No log	0.1538	10	0.7740	0.1115	0.7740	0.8797
No log	0.1846	12	0.6791	0.1977	0.6791	0.8241
No log	0.2154	14	0.7274	0.1701	0.7274	0.8529
No log	0.2462	16	0.7756	0.2256	0.7756	0.8807
No log	0.2769	18	0.7128	0.2294	0.7128	0.8443
No log	0.3077	20	0.6845	0.2651	0.6845	0.8273
No log	0.3385	22	0.7181	0.2732	0.7181	0.8474
No log	0.3692	24	0.8388	0.1524	0.8388	0.9159
No log	0.4	26	0.8120	0.1793	0.8120	0.9011
No log	0.4308	28	0.7656	0.2022	0.7656	0.8750
No log	0.4615	30	0.6855	0.2850	0.6855	0.8279
No log	0.4923	32	0.6431	0.2967	0.6431	0.8019
No log	0.5231	34	0.6039	0.3460	0.6039	0.7771
No log	0.5538	36	0.6344	0.2609	0.6344	0.7965
No log	0.5846	38	0.8229	0.1758	0.8229	0.9072
No log	0.6154	40	0.8136	0.2026	0.8136	0.9020
No log	0.6462	42	0.6378	0.3378	0.6378	0.7986
No log	0.6769	44	0.6509	0.3378	0.6509	0.8068
No log	0.7077	46	0.6955	0.3024	0.6955	0.8340
No log	0.7385	48	0.8082	0.3197	0.8082	0.8990
No log	0.7692	50	0.7675	0.4619	0.7675	0.8761
No log	0.8	52	0.8819	0.4146	0.8819	0.9391
No log	0.8308	54	0.9439	0.3287	0.9439	0.9715
No log	0.8615	56	0.9427	0.3829	0.9427	0.9709
No log	0.8923	58	0.8444	0.5019	0.8444	0.9189
No log	0.9231	60	0.6586	0.4493	0.6586	0.8115
No log	0.9538	62	0.6383	0.4018	0.6383	0.7989
No log	0.9846	64	0.6592	0.4115	0.6592	0.8119
No log	1.0154	66	0.7039	0.5083	0.7039	0.8390
No log	1.0462	68	0.6564	0.4753	0.6564	0.8102
No log	1.0769	70	0.6239	0.4622	0.6239	0.7899
No log	1.1077	72	0.6065	0.5034	0.6065	0.7788
No log	1.1385	74	0.6082	0.4967	0.6082	0.7799
No log	1.1692	76	0.6822	0.5269	0.6822	0.8259
No log	1.2	78	0.8151	0.4681	0.8151	0.9028
No log	1.2308	80	0.8497	0.4407	0.8497	0.9218
No log	1.2615	82	0.7340	0.5247	0.7340	0.8567
No log	1.2923	84	0.6080	0.5603	0.6080	0.7798
No log	1.3231	86	0.5885	0.4626	0.5885	0.7672
No log	1.3538	88	0.5793	0.4808	0.5793	0.7611
No log	1.3846	90	0.6258	0.5088	0.6258	0.7911
No log	1.4154	92	0.8062	0.4915	0.8062	0.8979
No log	1.4462	94	0.8369	0.5133	0.8369	0.9148
No log	1.4769	96	0.6865	0.5079	0.6865	0.8286
No log	1.5077	98	0.5908	0.4733	0.5908	0.7686
No log	1.5385	100	0.7829	0.2492	0.7829	0.8848
No log	1.5692	102	0.9549	0.0933	0.9549	0.9772
No log	1.6	104	0.8170	0.2939	0.8170	0.9039
No log	1.6308	106	0.6264	0.4415	0.6264	0.7915
No log	1.6615	108	0.5923	0.6025	0.5923	0.7696
No log	1.6923	110	0.6265	0.5978	0.6265	0.7915
No log	1.7231	112	0.7378	0.5395	0.7378	0.8590
No log	1.7538	114	0.7590	0.5438	0.7590	0.8712
No log	1.7846	116	0.7218	0.5245	0.7218	0.8496
No log	1.8154	118	0.7336	0.5575	0.7336	0.8565
No log	1.8462	120	0.7574	0.5132	0.7574	0.8703
No log	1.8769	122	0.9082	0.4751	0.9082	0.9530
No log	1.9077	124	0.9124	0.4468	0.9124	0.9552
No log	1.9385	126	0.7629	0.5380	0.7629	0.8734
No log	1.9692	128	0.6706	0.5690	0.6706	0.8189
No log	2.0	130	0.6756	0.5304	0.6756	0.8219
No log	2.0308	132	0.7492	0.4618	0.7492	0.8656
No log	2.0615	134	0.7236	0.4223	0.7236	0.8507
No log	2.0923	136	0.6042	0.4975	0.6042	0.7773
No log	2.1231	138	0.5789	0.5303	0.5789	0.7608
No log	2.1538	140	0.6042	0.55	0.6042	0.7773
No log	2.1846	142	0.6441	0.5158	0.6441	0.8026
No log	2.2154	144	0.6947	0.4899	0.6947	0.8335
No log	2.2462	146	0.7169	0.5179	0.7169	0.8467
No log	2.2769	148	0.7402	0.4958	0.7402	0.8604
No log	2.3077	150	0.7611	0.5179	0.7611	0.8724
No log	2.3385	152	0.7659	0.4793	0.7659	0.8752
No log	2.3692	154	0.7644	0.4850	0.7644	0.8743
No log	2.4	156	0.7440	0.5101	0.7440	0.8625
No log	2.4308	158	0.7039	0.4971	0.7039	0.8390
No log	2.4615	160	0.6788	0.5014	0.6788	0.8239
No log	2.4923	162	0.6601	0.5024	0.6601	0.8125
No log	2.5231	164	0.6673	0.5293	0.6673	0.8169
No log	2.5538	166	0.6415	0.5405	0.6415	0.8010
No log	2.5846	168	0.6475	0.5176	0.6475	0.8047
No log	2.6154	170	0.6798	0.5371	0.6798	0.8245
No log	2.6462	172	0.6968	0.54	0.6968	0.8348
No log	2.6769	174	0.7213	0.5681	0.7213	0.8493
No log	2.7077	176	0.7264	0.4797	0.7264	0.8523
No log	2.7385	178	0.7420	0.5005	0.7420	0.8614
No log	2.7692	180	0.7512	0.5225	0.7512	0.8667
No log	2.8	182	0.8033	0.5243	0.8033	0.8963
No log	2.8308	184	0.7578	0.5354	0.7578	0.8705
No log	2.8615	186	0.6970	0.5356	0.6970	0.8349
No log	2.8923	188	0.6910	0.5045	0.6910	0.8313
No log	2.9231	190	0.6862	0.5516	0.6862	0.8284
No log	2.9538	192	0.6422	0.5419	0.6422	0.8013
No log	2.9846	194	0.6740	0.5243	0.6740	0.8210
No log	3.0154	196	0.7520	0.5453	0.7520	0.8672
No log	3.0462	198	0.7401	0.5352	0.7401	0.8603
No log	3.0769	200	0.7186	0.5182	0.7186	0.8477
No log	3.1077	202	0.7491	0.5131	0.7491	0.8655
No log	3.1385	204	0.7020	0.5335	0.7020	0.8378
No log	3.1692	206	0.6206	0.5921	0.6206	0.7878
No log	3.2	208	0.5967	0.5858	0.5967	0.7725
No log	3.2308	210	0.6065	0.6021	0.6065	0.7788
No log	3.2615	212	0.6364	0.5849	0.6364	0.7977
No log	3.2923	214	0.7168	0.5239	0.7168	0.8466
No log	3.3231	216	0.7753	0.4833	0.7753	0.8805
No log	3.3538	218	0.7577	0.4976	0.7577	0.8705
No log	3.3846	220	0.6850	0.5014	0.6850	0.8277
No log	3.4154	222	0.6716	0.5214	0.6716	0.8195
No log	3.4462	224	0.6818	0.5268	0.6818	0.8257
No log	3.4769	226	0.6801	0.5454	0.6801	0.8247
No log	3.5077	228	0.7195	0.4907	0.7195	0.8482
No log	3.5385	230	0.8425	0.5095	0.8425	0.9179
No log	3.5692	232	0.9256	0.4773	0.9256	0.9621
No log	3.6	234	0.8594	0.5182	0.8594	0.9270
No log	3.6308	236	0.7635	0.4836	0.7635	0.8738
No log	3.6615	238	0.7493	0.5170	0.7493	0.8656
No log	3.6923	240	0.7147	0.4872	0.7147	0.8454
No log	3.7231	242	0.7008	0.5266	0.7008	0.8371
No log	3.7538	244	0.7043	0.4948	0.7043	0.8392
No log	3.7846	246	0.7027	0.4941	0.7027	0.8383
No log	3.8154	248	0.6963	0.5058	0.6963	0.8345
No log	3.8462	250	0.6771	0.5680	0.6771	0.8229
No log	3.8769	252	0.6773	0.5354	0.6773	0.8230
No log	3.9077	254	0.6757	0.5439	0.6757	0.8220
No log	3.9385	256	0.6595	0.5334	0.6595	0.8121
No log	3.9692	258	0.6924	0.5185	0.6924	0.8321
No log	4.0	260	0.7475	0.4979	0.7475	0.8646
No log	4.0308	262	0.7561	0.4963	0.7561	0.8696
No log	4.0615	264	0.7174	0.4948	0.7174	0.8470
No log	4.0923	266	0.7003	0.5038	0.7003	0.8369
No log	4.1231	268	0.7279	0.5650	0.7279	0.8532
No log	4.1538	270	0.7570	0.5201	0.7570	0.8700
No log	4.1846	272	0.7644	0.5501	0.7644	0.8743
No log	4.2154	274	0.7724	0.4970	0.7724	0.8789
No log	4.2462	276	0.8018	0.5128	0.8018	0.8954
No log	4.2769	278	0.8518	0.5097	0.8518	0.9229
No log	4.3077	280	0.8314	0.5341	0.8314	0.9118
No log	4.3385	282	0.8088	0.5355	0.8088	0.8993
No log	4.3692	284	0.8087	0.5149	0.8087	0.8993
No log	4.4	286	0.7496	0.5515	0.7496	0.8658
No log	4.4308	288	0.7266	0.5279	0.7266	0.8524
No log	4.4615	290	0.7494	0.5297	0.7494	0.8657
No log	4.4923	292	0.7558	0.4837	0.7558	0.8694
No log	4.5231	294	0.7858	0.4934	0.7858	0.8864
No log	4.5538	296	0.7340	0.5277	0.7340	0.8567
No log	4.5846	298	0.6705	0.5301	0.6705	0.8189
No log	4.6154	300	0.6887	0.5525	0.6887	0.8299
No log	4.6462	302	0.7191	0.5572	0.7191	0.8480
No log	4.6769	304	0.6903	0.5313	0.6903	0.8309
No log	4.7077	306	0.6618	0.5317	0.6618	0.8135
No log	4.7385	308	0.6708	0.5321	0.6708	0.8190
No log	4.7692	310	0.6807	0.5426	0.6807	0.8251
No log	4.8	312	0.6766	0.5526	0.6766	0.8226
No log	4.8308	314	0.6715	0.5620	0.6715	0.8194
No log	4.8615	316	0.6571	0.5398	0.6571	0.8106
No log	4.8923	318	0.6499	0.5621	0.6499	0.8062
No log	4.9231	320	0.6638	0.5456	0.6638	0.8147
No log	4.9538	322	0.6702	0.54	0.6702	0.8186
No log	4.9846	324	0.6675	0.5479	0.6675	0.8170
No log	5.0154	326	0.6570	0.5280	0.6570	0.8106
No log	5.0462	328	0.6617	0.5355	0.6617	0.8135
No log	5.0769	330	0.6988	0.5555	0.6988	0.8359
No log	5.1077	332	0.7481	0.5381	0.7481	0.8649
No log	5.1385	334	0.7581	0.5500	0.7581	0.8707
No log	5.1692	336	0.7887	0.4985	0.7887	0.8881
No log	5.2	338	0.8063	0.4783	0.8063	0.8979
No log	5.2308	340	0.7746	0.4904	0.7746	0.8801
No log	5.2615	342	0.7448	0.5213	0.7448	0.8630
No log	5.2923	344	0.7377	0.5066	0.7377	0.8589
No log	5.3231	346	0.7329	0.4954	0.7329	0.8561
No log	5.3538	348	0.7271	0.5219	0.7271	0.8527
No log	5.3846	350	0.7029	0.5043	0.7029	0.8384
No log	5.4154	352	0.6655	0.5216	0.6655	0.8158
No log	5.4462	354	0.6305	0.5290	0.6305	0.7940
No log	5.4769	356	0.6240	0.5170	0.6240	0.7899
No log	5.5077	358	0.6327	0.4919	0.6327	0.7954
No log	5.5385	360	0.6674	0.5124	0.6674	0.8169
No log	5.5692	362	0.7134	0.5380	0.7134	0.8447
No log	5.6	364	0.7395	0.4982	0.7395	0.8599
No log	5.6308	366	0.7449	0.5028	0.7449	0.8631
No log	5.6615	368	0.7694	0.5075	0.7694	0.8772
No log	5.6923	370	0.7715	0.5330	0.7715	0.8784
No log	5.7231	372	0.7786	0.5617	0.7786	0.8824
No log	5.7538	374	0.7839	0.5682	0.7839	0.8854
No log	5.7846	376	0.7771	0.5747	0.7771	0.8815
No log	5.8154	378	0.7616	0.4797	0.7616	0.8727
No log	5.8462	380	0.7590	0.4823	0.7590	0.8712
No log	5.8769	382	0.7384	0.4854	0.7384	0.8593
No log	5.9077	384	0.7032	0.5013	0.7032	0.8386
No log	5.9385	386	0.6618	0.5189	0.6618	0.8135
No log	5.9692	388	0.6563	0.5260	0.6563	0.8101
No log	6.0	390	0.6459	0.5071	0.6459	0.8037
No log	6.0308	392	0.6455	0.5071	0.6455	0.8034
No log	6.0615	394	0.6569	0.5071	0.6569	0.8105
No log	6.0923	396	0.6748	0.5071	0.6748	0.8215
No log	6.1231	398	0.7003	0.5033	0.7003	0.8368
No log	6.1538	400	0.7483	0.4961	0.7483	0.8650
No log	6.1846	402	0.8071	0.4899	0.8071	0.8984
No log	6.2154	404	0.8071	0.4809	0.8071	0.8984
No log	6.2462	406	0.7737	0.4861	0.7737	0.8796
No log	6.2769	408	0.7245	0.4889	0.7245	0.8512
No log	6.3077	410	0.6964	0.4873	0.6964	0.8345
No log	6.3385	412	0.6838	0.5049	0.6838	0.8269
No log	6.3692	414	0.6716	0.5229	0.6716	0.8195
No log	6.4	416	0.6660	0.5159	0.6660	0.8161
No log	6.4308	418	0.6824	0.5273	0.6824	0.8261
No log	6.4615	420	0.6987	0.5094	0.6987	0.8359
No log	6.4923	422	0.7249	0.5044	0.7249	0.8514
No log	6.5231	424	0.7647	0.5021	0.7647	0.8745
No log	6.5538	426	0.7997	0.4873	0.7997	0.8943
No log	6.5846	428	0.8066	0.5092	0.8066	0.8981
No log	6.6154	430	0.8099	0.5307	0.8099	0.8999
No log	6.6462	432	0.8175	0.5489	0.8175	0.9042
No log	6.6769	434	0.8039	0.5437	0.8039	0.8966
No log	6.7077	436	0.7841	0.5515	0.7841	0.8855
No log	6.7385	438	0.7619	0.5515	0.7619	0.8729
No log	6.7692	440	0.7351	0.5499	0.7351	0.8574
No log	6.8	442	0.7220	0.5446	0.7220	0.8497
No log	6.8308	444	0.7190	0.5712	0.7190	0.8480
No log	6.8615	446	0.7202	0.5816	0.7202	0.8487
No log	6.8923	448	0.7228	0.5816	0.7228	0.8502
No log	6.9231	450	0.7326	0.5147	0.7326	0.8559
No log	6.9538	452	0.7396	0.5165	0.7396	0.8600
No log	6.9846	454	0.7431	0.5760	0.7431	0.8620
No log	7.0154	456	0.7452	0.5577	0.7452	0.8632
No log	7.0462	458	0.7447	0.5498	0.7447	0.8630
No log	7.0769	460	0.7559	0.5057	0.7559	0.8694
No log	7.1077	462	0.7767	0.5049	0.7767	0.8813
No log	7.1385	464	0.7833	0.5049	0.7833	0.8850
No log	7.1692	466	0.7825	0.4971	0.7825	0.8846
No log	7.2	468	0.7690	0.5077	0.7690	0.8770
No log	7.2308	470	0.7486	0.5447	0.7486	0.8652
No log	7.2615	472	0.7368	0.5484	0.7368	0.8584
No log	7.2923	474	0.7209	0.5429	0.7209	0.8491
No log	7.3231	476	0.7187	0.5339	0.7187	0.8478
No log	7.3538	478	0.7169	0.5444	0.7169	0.8467
No log	7.3846	480	0.7149	0.5613	0.7149	0.8455
No log	7.4154	482	0.7106	0.5561	0.7106	0.8430
No log	7.4462	484	0.7098	0.5561	0.7098	0.8425
No log	7.4769	486	0.7077	0.5444	0.7077	0.8412
No log	7.5077	488	0.7174	0.5706	0.7174	0.8470
No log	7.5385	490	0.7274	0.5691	0.7274	0.8529
No log	7.5692	492	0.7356	0.5691	0.7356	0.8577
No log	7.6	494	0.7494	0.5483	0.7494	0.8657
No log	7.6308	496	0.7630	0.4975	0.7630	0.8735
No log	7.6615	498	0.7664	0.5017	0.7664	0.8755
0.4225	7.6923	500	0.7774	0.5108	0.7774	0.8817
0.4225	7.7231	502	0.7612	0.5125	0.7612	0.8725
0.4225	7.7538	504	0.7359	0.5416	0.7359	0.8579
0.4225	7.7846	506	0.7168	0.5483	0.7168	0.8467
0.4225	7.8154	508	0.7145	0.5605	0.7145	0.8453
0.4225	7.8462	510	0.7152	0.5281	0.7152	0.8457
0.4225	7.8769	512	0.7206	0.5281	0.7206	0.8489
0.4225	7.9077	514	0.7245	0.5281	0.7245	0.8512
0.4225	7.9385	516	0.7238	0.5281	0.7238	0.8508
0.4225	7.9692	518	0.7230	0.5160	0.7230	0.8503
0.4225	8.0	520	0.7232	0.5271	0.7232	0.8504
0.4225	8.0308	522	0.7231	0.5203	0.7231	0.8503
0.4225	8.0615	524	0.7115	0.5256	0.7115	0.8435
0.4225	8.0923	526	0.7078	0.5245	0.7078	0.8413
0.4225	8.1231	528	0.6979	0.5256	0.6979	0.8354
0.4225	8.1538	530	0.6923	0.5271	0.6923	0.8320
0.4225	8.1846	532	0.6951	0.5330	0.6951	0.8337
0.4225	8.2154	534	0.7100	0.5539	0.7100	0.8426
0.4225	8.2462	536	0.7137	0.5608	0.7137	0.8448
0.4225	8.2769	538	0.7154	0.5511	0.7154	0.8458
0.4225	8.3077	540	0.7153	0.5349	0.7153	0.8457
0.4225	8.3385	542	0.7162	0.5338	0.7162	0.8463
0.4225	8.3692	544	0.7169	0.5381	0.7169	0.8467
0.4225	8.4	546	0.7064	0.5349	0.7064	0.8405
0.4225	8.4308	548	0.7035	0.5565	0.7035	0.8387
0.4225	8.4615	550	0.7046	0.5512	0.7046	0.8394
0.4225	8.4923	552	0.7102	0.5552	0.7102	0.8427
0.4225	8.5231	554	0.7225	0.5552	0.7225	0.8500
0.4225	8.5538	556	0.7387	0.5693	0.7387	0.8595
0.4225	8.5846	558	0.7605	0.5409	0.7605	0.8721
0.4225	8.6154	560	0.7755	0.5436	0.7755	0.8806
0.4225	8.6462	562	0.7873	0.5124	0.7873	0.8873
0.4225	8.6769	564	0.7811	0.5197	0.7811	0.8838
0.4225	8.7077	566	0.7695	0.5260	0.7695	0.8772
0.4225	8.7385	568	0.7553	0.5499	0.7553	0.8691
0.4225	8.7692	570	0.7450	0.5433	0.7450	0.8631
0.4225	8.8	572	0.7383	0.5381	0.7383	0.8593
0.4225	8.8308	574	0.7360	0.5381	0.7360	0.8579
0.4225	8.8615	576	0.7334	0.5295	0.7334	0.8564
0.4225	8.8923	578	0.7280	0.5433	0.7280	0.8532
0.4225	8.9231	580	0.7257	0.5604	0.7257	0.8519
0.4225	8.9538	582	0.7303	0.5356	0.7303	0.8546
0.4225	8.9846	584	0.7380	0.5206	0.7380	0.8591
0.4225	9.0154	586	0.7431	0.5201	0.7431	0.8621
0.4225	9.0462	588	0.7486	0.5206	0.7486	0.8652
0.4225	9.0769	590	0.7507	0.5206	0.7507	0.8664
0.4225	9.1077	592	0.7521	0.5206	0.7521	0.8673
0.4225	9.1385	594	0.7580	0.5384	0.7580	0.8706
0.4225	9.1692	596	0.7614	0.5448	0.7614	0.8726
0.4225	9.2	598	0.7604	0.5448	0.7604	0.8720
0.4225	9.2308	600	0.7549	0.5537	0.7549	0.8688
0.4225	9.2615	602	0.7467	0.5512	0.7467	0.8641
0.4225	9.2923	604	0.7409	0.5407	0.7409	0.8608
0.4225	9.3231	606	0.7350	0.5407	0.7350	0.8573
0.4225	9.3538	608	0.7303	0.5419	0.7303	0.8546
0.4225	9.3846	610	0.7264	0.5419	0.7264	0.8523
0.4225	9.4154	612	0.7221	0.5419	0.7221	0.8498
0.4225	9.4462	614	0.7197	0.5419	0.7197	0.8484
0.4225	9.4769	616	0.7199	0.5407	0.7199	0.8485
0.4225	9.5077	618	0.7208	0.5275	0.7208	0.8490
0.4225	9.5385	620	0.7249	0.5381	0.7249	0.8514
0.4225	9.5692	622	0.7277	0.5367	0.7277	0.8530
0.4225	9.6	624	0.7287	0.5433	0.7287	0.8536
0.4225	9.6308	626	0.7304	0.5381	0.7304	0.8546
0.4225	9.6615	628	0.7318	0.5381	0.7318	0.8555
0.4225	9.6923	630	0.7339	0.5367	0.7339	0.8567
0.4225	9.7231	632	0.7359	0.5291	0.7359	0.8578
0.4225	9.7538	634	0.7375	0.5100	0.7375	0.8588
0.4225	9.7846	636	0.7383	0.5100	0.7383	0.8592
0.4225	9.8154	638	0.7390	0.5100	0.7390	0.8596
0.4225	9.8462	640	0.7398	0.5100	0.7398	0.8601
0.4225	9.8769	642	0.7394	0.5100	0.7394	0.8599
0.4225	9.9077	644	0.7387	0.5100	0.7387	0.8595
0.4225	9.9385	646	0.7379	0.5100	0.7379	0.8590
0.4225	9.9692	648	0.7375	0.5100	0.7375	0.8588
0.4225	10.0	650	0.7374	0.5100	0.7374	0.8587

Framework versions

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