ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_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: 0.5696
• Qwk: 0.4897
• Mse: 0.5696
• Rmse: 0.7547

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	0.0206	2	4.1380	-0.0300	4.1380	2.0342
No log	0.0412	4	2.1926	0.0655	2.1926	1.4808
No log	0.0619	6	1.4841	0.0107	1.4841	1.2182
No log	0.0825	8	0.9411	0.0165	0.9411	0.9701
No log	0.1031	10	0.8170	0.1922	0.8170	0.9039
No log	0.1237	12	0.9094	0.0622	0.9094	0.9536
No log	0.1443	14	1.2401	0.0554	1.2401	1.1136
No log	0.1649	16	1.1642	0.0757	1.1642	1.0790
No log	0.1856	18	1.3339	0.0857	1.3339	1.1549
No log	0.2062	20	1.6360	0.0862	1.6360	1.2791
No log	0.2268	22	1.7574	0.1414	1.7574	1.3257
No log	0.2474	24	2.1597	0.0775	2.1597	1.4696
No log	0.2680	26	2.1791	0.0676	2.1791	1.4762
No log	0.2887	28	1.7777	0.1236	1.7777	1.3333
No log	0.3093	30	1.2289	0.1649	1.2289	1.1085
No log	0.3299	32	0.9522	0.1883	0.9522	0.9758
No log	0.3505	34	0.9189	0.2167	0.9189	0.9586
No log	0.3711	36	0.8797	0.2156	0.8797	0.9379
No log	0.3918	38	0.8558	0.2856	0.8558	0.9251
No log	0.4124	40	0.8375	0.2856	0.8375	0.9152
No log	0.4330	42	0.8897	0.2847	0.8897	0.9432
No log	0.4536	44	1.1178	0.2153	1.1178	1.0573
No log	0.4742	46	1.4243	0.2083	1.4243	1.1934
No log	0.4948	48	1.2828	0.2767	1.2828	1.1326
No log	0.5155	50	1.0754	0.3302	1.0754	1.0370
No log	0.5361	52	0.7237	0.4574	0.7237	0.8507
No log	0.5567	54	0.5801	0.5855	0.5801	0.7616
No log	0.5773	56	0.5903	0.6084	0.5903	0.7683
No log	0.5979	58	0.6423	0.4870	0.6423	0.8015
No log	0.6186	60	1.1732	0.2948	1.1732	1.0832
No log	0.6392	62	1.8445	0.1594	1.8445	1.3581
No log	0.6598	64	1.6898	0.1747	1.6898	1.2999
No log	0.6804	66	1.0295	0.2667	1.0295	1.0147
No log	0.7010	68	0.5469	0.4793	0.5469	0.7396
No log	0.7216	70	0.5913	0.4665	0.5913	0.7690
No log	0.7423	72	0.6382	0.4312	0.6382	0.7988
No log	0.7629	74	0.7290	0.4084	0.7290	0.8538
No log	0.7835	76	1.0808	0.2105	1.0808	1.0396
No log	0.8041	78	1.6330	0.2362	1.6330	1.2779
No log	0.8247	80	1.5265	0.2802	1.5265	1.2355
No log	0.8454	82	1.0409	0.3253	1.0409	1.0202
No log	0.8660	84	0.6581	0.5063	0.6581	0.8112
No log	0.8866	86	0.6249	0.4432	0.6249	0.7905
No log	0.9072	88	0.6474	0.4465	0.6474	0.8046
No log	0.9278	90	0.6722	0.3996	0.6722	0.8199
No log	0.9485	92	0.8848	0.3940	0.8848	0.9406
No log	0.9691	94	1.2016	0.2877	1.2016	1.0962
No log	0.9897	96	1.3564	0.2467	1.3564	1.1647
No log	1.0103	98	1.2072	0.3063	1.2072	1.0987
No log	1.0309	100	0.8765	0.3948	0.8765	0.9362
No log	1.0515	102	0.6178	0.4411	0.6178	0.7860
No log	1.0722	104	0.5961	0.4473	0.5961	0.7721
No log	1.0928	106	0.6444	0.4320	0.6444	0.8027
No log	1.1134	108	0.6210	0.4435	0.6210	0.7880
No log	1.1340	110	0.6036	0.5054	0.6036	0.7769
No log	1.1546	112	0.6216	0.5163	0.6216	0.7884
No log	1.1753	114	0.6414	0.4962	0.6414	0.8009
No log	1.1959	116	0.6506	0.4589	0.6506	0.8066
No log	1.2165	118	0.6427	0.4897	0.6427	0.8017
No log	1.2371	120	0.6384	0.4690	0.6384	0.7990
No log	1.2577	122	0.6236	0.4792	0.6236	0.7897
No log	1.2784	124	0.6175	0.5327	0.6175	0.7858
No log	1.2990	126	0.6521	0.5088	0.6521	0.8075
No log	1.3196	128	0.6032	0.5482	0.6032	0.7767
No log	1.3402	130	0.5962	0.5365	0.5962	0.7722
No log	1.3608	132	0.6235	0.5327	0.6235	0.7896
No log	1.3814	134	0.6193	0.5183	0.6193	0.7869
No log	1.4021	136	0.6203	0.5228	0.6203	0.7876
No log	1.4227	138	0.6221	0.5312	0.6221	0.7887
No log	1.4433	140	0.6229	0.5772	0.6229	0.7892
No log	1.4639	142	0.6591	0.5003	0.6591	0.8118
No log	1.4845	144	0.6437	0.5247	0.6437	0.8023
No log	1.5052	146	0.6130	0.4690	0.6130	0.7829
No log	1.5258	148	0.6337	0.4327	0.6337	0.7961
No log	1.5464	150	0.6409	0.4860	0.6409	0.8006
No log	1.5670	152	0.6451	0.5172	0.6451	0.8032
No log	1.5876	154	0.6684	0.4767	0.6684	0.8176
No log	1.6082	156	0.6713	0.4527	0.6713	0.8193
No log	1.6289	158	0.6331	0.5476	0.6331	0.7957
No log	1.6495	160	0.7267	0.5148	0.7267	0.8525
No log	1.6701	162	0.8591	0.4346	0.8591	0.9269
No log	1.6907	164	0.8062	0.4543	0.8062	0.8979
No log	1.7113	166	0.6479	0.5777	0.6479	0.8049
No log	1.7320	168	0.6130	0.5409	0.6130	0.7829
No log	1.7526	170	0.6079	0.5295	0.6079	0.7797
No log	1.7732	172	0.6118	0.5804	0.6118	0.7822
No log	1.7938	174	0.6449	0.5904	0.6449	0.8030
No log	1.8144	176	0.6292	0.5747	0.6292	0.7932
No log	1.8351	178	0.6284	0.5271	0.6284	0.7927
No log	1.8557	180	0.6304	0.5294	0.6304	0.7940
No log	1.8763	182	0.6206	0.5162	0.6206	0.7878
No log	1.8969	184	0.6560	0.4971	0.6560	0.8099
No log	1.9175	186	0.6472	0.4801	0.6472	0.8045
No log	1.9381	188	0.6155	0.4592	0.6155	0.7846
No log	1.9588	190	0.6242	0.4788	0.6242	0.7901
No log	1.9794	192	0.5884	0.4481	0.5884	0.7671
No log	2.0	194	0.5942	0.4349	0.5942	0.7709
No log	2.0206	196	0.7119	0.4539	0.7119	0.8437
No log	2.0412	198	0.7090	0.4675	0.7090	0.8420
No log	2.0619	200	0.6274	0.5308	0.6274	0.7921
No log	2.0825	202	0.6138	0.5164	0.6138	0.7834
No log	2.1031	204	0.6268	0.5135	0.6268	0.7917
No log	2.1237	206	0.7358	0.4467	0.7358	0.8578
No log	2.1443	208	0.7692	0.4298	0.7692	0.8770
No log	2.1649	210	0.6562	0.5195	0.6562	0.8101
No log	2.1856	212	0.6383	0.4998	0.6383	0.7989
No log	2.2062	214	0.6457	0.4896	0.6457	0.8035
No log	2.2268	216	0.6272	0.4799	0.6272	0.7919
No log	2.2474	218	0.6729	0.4835	0.6729	0.8203
No log	2.2680	220	0.6537	0.4983	0.6537	0.8085
No log	2.2887	222	0.6228	0.4640	0.6228	0.7892
No log	2.3093	224	0.6342	0.4548	0.6342	0.7963
No log	2.3299	226	0.6319	0.4810	0.6319	0.7949
No log	2.3505	228	0.6961	0.4881	0.6961	0.8343
No log	2.3711	230	0.7336	0.5070	0.7336	0.8565
No log	2.3918	232	0.6844	0.4761	0.6844	0.8273
No log	2.4124	234	0.6651	0.4750	0.6651	0.8155
No log	2.4330	236	0.6995	0.4797	0.6995	0.8364
No log	2.4536	238	0.6746	0.4342	0.6746	0.8213
No log	2.4742	240	0.6560	0.4505	0.6560	0.8099
No log	2.4948	242	0.6561	0.4978	0.6561	0.8100
No log	2.5155	244	0.6702	0.4788	0.6702	0.8187
No log	2.5361	246	0.6312	0.5016	0.6312	0.7945
No log	2.5567	248	0.6257	0.4649	0.6257	0.7910
No log	2.5773	250	0.5853	0.4853	0.5853	0.7651
No log	2.5979	252	0.5713	0.4795	0.5713	0.7558
No log	2.6186	254	0.5715	0.4976	0.5715	0.7560
No log	2.6392	256	0.5757	0.4877	0.5757	0.7587
No log	2.6598	258	0.6168	0.4954	0.6168	0.7853
No log	2.6804	260	0.6772	0.4858	0.6772	0.8229
No log	2.7010	262	0.6510	0.4996	0.6510	0.8068
No log	2.7216	264	0.6191	0.5222	0.6191	0.7868
No log	2.7423	266	0.6761	0.5091	0.6761	0.8222
No log	2.7629	268	0.7089	0.4831	0.7089	0.8420
No log	2.7835	270	0.6751	0.5202	0.6751	0.8217
No log	2.8041	272	0.6333	0.5298	0.6333	0.7958
No log	2.8247	274	0.7017	0.5261	0.7017	0.8377
No log	2.8454	276	0.7825	0.5050	0.7825	0.8846
No log	2.8660	278	0.7395	0.4745	0.7395	0.8600
No log	2.8866	280	0.7296	0.4673	0.7296	0.8542
No log	2.9072	282	0.7109	0.4788	0.7109	0.8431
No log	2.9278	284	0.7029	0.4606	0.7029	0.8384
No log	2.9485	286	0.6403	0.4639	0.6403	0.8002
No log	2.9691	288	0.5970	0.4894	0.5970	0.7727
No log	2.9897	290	0.5966	0.5090	0.5966	0.7724
No log	3.0103	292	0.6046	0.4743	0.6046	0.7775
No log	3.0309	294	0.6563	0.4598	0.6563	0.8101
No log	3.0515	296	0.6260	0.4480	0.6260	0.7912
No log	3.0722	298	0.6205	0.5019	0.6205	0.7877
No log	3.0928	300	0.6842	0.4310	0.6842	0.8271
No log	3.1134	302	0.6589	0.3948	0.6589	0.8117
No log	3.1340	304	0.6096	0.4953	0.6096	0.7807
No log	3.1546	306	0.6520	0.4613	0.6520	0.8075
No log	3.1753	308	0.6604	0.4554	0.6604	0.8126
No log	3.1959	310	0.6224	0.4730	0.6224	0.7889
No log	3.2165	312	0.6637	0.4425	0.6637	0.8147
No log	3.2371	314	0.7207	0.4556	0.7207	0.8489
No log	3.2577	316	0.6875	0.4091	0.6875	0.8292
No log	3.2784	318	0.6330	0.4724	0.6330	0.7956
No log	3.2990	320	0.6299	0.4565	0.6299	0.7936
No log	3.3196	322	0.6736	0.5156	0.6736	0.8207
No log	3.3402	324	0.6877	0.5162	0.6877	0.8293
No log	3.3608	326	0.6621	0.5003	0.6621	0.8137
No log	3.3814	328	0.6191	0.4897	0.6191	0.7868
No log	3.4021	330	0.6398	0.3931	0.6398	0.7999
No log	3.4227	332	0.6319	0.4125	0.6319	0.7949
No log	3.4433	334	0.6236	0.4817	0.6236	0.7897
No log	3.4639	336	0.6769	0.5056	0.6769	0.8228
No log	3.4845	338	0.6420	0.4733	0.6420	0.8013
No log	3.5052	340	0.6054	0.4763	0.6054	0.7781
No log	3.5258	342	0.5934	0.4352	0.5934	0.7703
No log	3.5464	344	0.5899	0.4177	0.5899	0.7680
No log	3.5670	346	0.5853	0.4212	0.5853	0.7651
No log	3.5876	348	0.5856	0.4732	0.5856	0.7653
No log	3.6082	350	0.5855	0.4630	0.5855	0.7652
No log	3.6289	352	0.5888	0.4598	0.5888	0.7673
No log	3.6495	354	0.5780	0.4625	0.5780	0.7603
No log	3.6701	356	0.6076	0.5228	0.6076	0.7795
No log	3.6907	358	0.6223	0.5201	0.6223	0.7888
No log	3.7113	360	0.5909	0.4939	0.5909	0.7687
No log	3.7320	362	0.5827	0.4582	0.5827	0.7634
No log	3.7526	364	0.5909	0.4405	0.5909	0.7687
No log	3.7732	366	0.5887	0.4454	0.5887	0.7673
No log	3.7938	368	0.5943	0.5042	0.5943	0.7709
No log	3.8144	370	0.6155	0.5218	0.6155	0.7845
No log	3.8351	372	0.6295	0.5124	0.6295	0.7934
No log	3.8557	374	0.5974	0.4804	0.5974	0.7729
No log	3.8763	376	0.5931	0.4903	0.5931	0.7701
No log	3.8969	378	0.6024	0.5046	0.6024	0.7761
No log	3.9175	380	0.6068	0.4869	0.6068	0.7790
No log	3.9381	382	0.6060	0.5011	0.6060	0.7785
No log	3.9588	384	0.6073	0.4941	0.6073	0.7793
No log	3.9794	386	0.6112	0.5032	0.6112	0.7818
No log	4.0	388	0.6586	0.4747	0.6586	0.8115
No log	4.0206	390	0.7199	0.4871	0.7199	0.8485
No log	4.0412	392	0.6913	0.5062	0.6913	0.8315
No log	4.0619	394	0.6096	0.4722	0.6096	0.7808
No log	4.0825	396	0.5821	0.5422	0.5821	0.7629
No log	4.1031	398	0.5870	0.5329	0.5870	0.7661
No log	4.1237	400	0.5799	0.5251	0.5799	0.7615
No log	4.1443	402	0.6102	0.5153	0.6102	0.7811
No log	4.1649	404	0.6121	0.4983	0.6121	0.7824
No log	4.1856	406	0.6060	0.4792	0.6060	0.7784
No log	4.2062	408	0.6139	0.5351	0.6139	0.7835
No log	4.2268	410	0.6150	0.4839	0.6150	0.7842
No log	4.2474	412	0.6507	0.4554	0.6507	0.8066
No log	4.2680	414	0.6901	0.4591	0.6901	0.8307
No log	4.2887	416	0.7909	0.4677	0.7909	0.8893
No log	4.3093	418	0.7504	0.4970	0.7504	0.8663
No log	4.3299	420	0.6851	0.4706	0.6851	0.8277
No log	4.3505	422	0.6194	0.5031	0.6194	0.7870
No log	4.3711	424	0.6035	0.5335	0.6035	0.7769
No log	4.3918	426	0.6026	0.4772	0.6026	0.7763
No log	4.4124	428	0.5871	0.5236	0.5871	0.7662
No log	4.4330	430	0.5784	0.5046	0.5784	0.7605
No log	4.4536	432	0.5865	0.5173	0.5865	0.7659
No log	4.4742	434	0.5854	0.5147	0.5854	0.7651
No log	4.4948	436	0.5877	0.5122	0.5877	0.7666
No log	4.5155	438	0.6068	0.5005	0.6068	0.7790
No log	4.5361	440	0.5937	0.5341	0.5937	0.7705
No log	4.5567	442	0.5900	0.5692	0.5900	0.7681
No log	4.5773	444	0.6375	0.5487	0.6375	0.7984
No log	4.5979	446	0.6428	0.5430	0.6428	0.8018
No log	4.6186	448	0.5890	0.5529	0.5890	0.7674
No log	4.6392	450	0.5431	0.5097	0.5431	0.7369
No log	4.6598	452	0.5442	0.5327	0.5442	0.7377
No log	4.6804	454	0.5439	0.5327	0.5439	0.7375
No log	4.7010	456	0.5456	0.5361	0.5456	0.7387
No log	4.7216	458	0.5931	0.5358	0.5931	0.7701
No log	4.7423	460	0.7570	0.4870	0.7570	0.8701
No log	4.7629	462	0.8102	0.4872	0.8102	0.9001
No log	4.7835	464	0.6820	0.5369	0.6820	0.8258
No log	4.8041	466	0.6161	0.5220	0.6161	0.7849
No log	4.8247	468	0.5818	0.5558	0.5818	0.7627
No log	4.8454	470	0.5692	0.5040	0.5692	0.7545
No log	4.8660	472	0.5712	0.4922	0.5712	0.7557
No log	4.8866	474	0.5821	0.4860	0.5821	0.7630
No log	4.9072	476	0.6070	0.4773	0.6070	0.7791
No log	4.9278	478	0.6099	0.5404	0.6099	0.7810
No log	4.9485	480	0.6386	0.5491	0.6386	0.7991
No log	4.9691	482	0.6285	0.5610	0.6285	0.7928
No log	4.9897	484	0.5990	0.5796	0.5990	0.7740
No log	5.0103	486	0.5899	0.5120	0.5899	0.7680
No log	5.0309	488	0.5872	0.5444	0.5872	0.7663
No log	5.0515	490	0.5815	0.5254	0.5815	0.7626
No log	5.0722	492	0.5868	0.5385	0.5868	0.7660
No log	5.0928	494	0.5797	0.5610	0.5797	0.7614
No log	5.1134	496	0.5723	0.5218	0.5723	0.7565
No log	5.1340	498	0.5875	0.5352	0.5875	0.7665
0.3861	5.1546	500	0.5769	0.5215	0.5769	0.7596
0.3861	5.1753	502	0.5817	0.5695	0.5817	0.7627
0.3861	5.1959	504	0.6012	0.5691	0.6012	0.7754
0.3861	5.2165	506	0.5812	0.5451	0.5812	0.7623
0.3861	5.2371	508	0.5761	0.5312	0.5761	0.7590
0.3861	5.2577	510	0.5850	0.5571	0.5850	0.7648
0.3861	5.2784	512	0.6126	0.5009	0.6126	0.7827
0.3861	5.2990	514	0.6207	0.4996	0.6207	0.7878
0.3861	5.3196	516	0.6217	0.4996	0.6217	0.7885
0.3861	5.3402	518	0.5689	0.5544	0.5689	0.7542
0.3861	5.3608	520	0.5556	0.5647	0.5556	0.7454
0.3861	5.3814	522	0.5487	0.5556	0.5487	0.7408
0.3861	5.4021	524	0.5494	0.5740	0.5494	0.7412
0.3861	5.4227	526	0.5550	0.5817	0.5550	0.7450
0.3861	5.4433	528	0.5534	0.5579	0.5534	0.7439
0.3861	5.4639	530	0.5575	0.5438	0.5575	0.7467
0.3861	5.4845	532	0.5775	0.5408	0.5775	0.7599
0.3861	5.5052	534	0.5938	0.5652	0.5938	0.7706
0.3861	5.5258	536	0.6113	0.5616	0.6113	0.7818
0.3861	5.5464	538	0.6275	0.5618	0.6275	0.7922
0.3861	5.5670	540	0.6924	0.5809	0.6924	0.8321
0.3861	5.5876	542	0.7861	0.5123	0.7861	0.8866
0.3861	5.6082	544	0.8001	0.4808	0.8001	0.8945
0.3861	5.6289	546	0.7375	0.5408	0.7375	0.8588
0.3861	5.6495	548	0.6222	0.5587	0.6222	0.7888
0.3861	5.6701	550	0.5690	0.5758	0.5690	0.7543
0.3861	5.6907	552	0.5787	0.5823	0.5787	0.7607
0.3861	5.7113	554	0.5749	0.5520	0.5749	0.7582
0.3861	5.7320	556	0.5503	0.5579	0.5503	0.7418
0.3861	5.7526	558	0.5395	0.5702	0.5395	0.7345
0.3861	5.7732	560	0.5459	0.5703	0.5459	0.7388
0.3861	5.7938	562	0.5539	0.5534	0.5539	0.7442
0.3861	5.8144	564	0.5552	0.5534	0.5552	0.7451
0.3861	5.8351	566	0.5536	0.5626	0.5536	0.7440
0.3861	5.8557	568	0.5625	0.5541	0.5625	0.7500
0.3861	5.8763	570	0.5678	0.5637	0.5678	0.7535
0.3861	5.8969	572	0.5680	0.5694	0.5680	0.7537
0.3861	5.9175	574	0.5669	0.5563	0.5669	0.7529
0.3861	5.9381	576	0.5684	0.5497	0.5684	0.7539
0.3861	5.9588	578	0.5688	0.5271	0.5688	0.7542
0.3861	5.9794	580	0.5886	0.5106	0.5886	0.7672
0.3861	6.0	582	0.6190	0.5278	0.6190	0.7868
0.3861	6.0206	584	0.6129	0.5199	0.6129	0.7829
0.3861	6.0412	586	0.5768	0.5089	0.5768	0.7595
0.3861	6.0619	588	0.5636	0.5415	0.5636	0.7507
0.3861	6.0825	590	0.5543	0.5847	0.5543	0.7445
0.3861	6.1031	592	0.5442	0.5562	0.5442	0.7377
0.3861	6.1237	594	0.5482	0.5704	0.5482	0.7404
0.3861	6.1443	596	0.5535	0.5952	0.5535	0.7440
0.3861	6.1649	598	0.5538	0.5731	0.5538	0.7442
0.3861	6.1856	600	0.5486	0.6032	0.5486	0.7407
0.3861	6.2062	602	0.5420	0.5891	0.5420	0.7362
0.3861	6.2268	604	0.5446	0.5822	0.5446	0.7380
0.3861	6.2474	606	0.5410	0.5988	0.5410	0.7355
0.3861	6.2680	608	0.5347	0.6017	0.5347	0.7312
0.3861	6.2887	610	0.5233	0.6026	0.5233	0.7234
0.3861	6.3093	612	0.5204	0.5601	0.5204	0.7214
0.3861	6.3299	614	0.5204	0.5462	0.5204	0.7214
0.3861	6.3505	616	0.5191	0.5229	0.5191	0.7205
0.3861	6.3711	618	0.5208	0.5773	0.5208	0.7216
0.3861	6.3918	620	0.5225	0.5717	0.5225	0.7228
0.3861	6.4124	622	0.5488	0.5029	0.5488	0.7408
0.3861	6.4330	624	0.6047	0.4776	0.6047	0.7776
0.3861	6.4536	626	0.5943	0.4953	0.5943	0.7709
0.3861	6.4742	628	0.5479	0.5171	0.5479	0.7402
0.3861	6.4948	630	0.5502	0.5579	0.5502	0.7417
0.3861	6.5155	632	0.5669	0.5544	0.5669	0.7529
0.3861	6.5361	634	0.5635	0.5370	0.5635	0.7506
0.3861	6.5567	636	0.5495	0.4736	0.5495	0.7413
0.3861	6.5773	638	0.5538	0.5233	0.5538	0.7442
0.3861	6.5979	640	0.5737	0.4923	0.5737	0.7574
0.3861	6.6186	642	0.6011	0.4605	0.6011	0.7753
0.3861	6.6392	644	0.5925	0.4635	0.5925	0.7698
0.3861	6.6598	646	0.5638	0.5045	0.5638	0.7509
0.3861	6.6804	648	0.5696	0.4897	0.5696	0.7547

Framework versions

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