ArabicNewSplits6_FineTuningAraBERT_run2_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: 0.7846
• Qwk: 0.6676
• Mse: 0.7846
• Rmse: 0.8857

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	5.1001	-0.0428	5.1001	2.2583
No log	0.0615	4	3.3131	0.0329	3.3131	1.8202
No log	0.0923	6	2.6624	-0.1322	2.6624	1.6317
No log	0.1231	8	1.7138	0.0885	1.7138	1.3091
No log	0.1538	10	1.2779	0.2393	1.2779	1.1304
No log	0.1846	12	1.1523	0.2350	1.1523	1.0735
No log	0.2154	14	1.4043	0.0794	1.4043	1.1850
No log	0.2462	16	1.5480	0.0075	1.5480	1.2442
No log	0.2769	18	1.9403	-0.0766	1.9403	1.3929
No log	0.3077	20	1.5427	0.0322	1.5427	1.2420
No log	0.3385	22	1.3791	0.1262	1.3791	1.1743
No log	0.3692	24	1.3734	0.1118	1.3734	1.1719
No log	0.4	26	1.3089	0.2288	1.3089	1.1441
No log	0.4308	28	1.2496	0.2065	1.2496	1.1179
No log	0.4615	30	1.2918	0.1812	1.2918	1.1366
No log	0.4923	32	2.2051	0.1754	2.2051	1.4850
No log	0.5231	34	2.9271	0.0953	2.9271	1.7109
No log	0.5538	36	2.5721	0.1388	2.5721	1.6038
No log	0.5846	38	1.7583	0.2269	1.7583	1.3260
No log	0.6154	40	1.2992	0.2051	1.2992	1.1398
No log	0.6462	42	1.1522	0.4103	1.1522	1.0734
No log	0.6769	44	1.0573	0.4092	1.0573	1.0283
No log	0.7077	46	1.0191	0.4093	1.0191	1.0095
No log	0.7385	48	1.0169	0.4189	1.0169	1.0084
No log	0.7692	50	1.1290	0.4062	1.1290	1.0625
No log	0.8	52	1.4256	0.3459	1.4256	1.1940
No log	0.8308	54	1.8291	0.2526	1.8291	1.3525
No log	0.8615	56	1.6570	0.2722	1.6570	1.2873
No log	0.8923	58	1.2104	0.3779	1.2104	1.1002
No log	0.9231	60	0.9602	0.5026	0.9602	0.9799
No log	0.9538	62	0.8986	0.5077	0.8986	0.9479
No log	0.9846	64	0.8786	0.5273	0.8786	0.9373
No log	1.0154	66	0.8914	0.5736	0.8914	0.9441
No log	1.0462	68	1.0429	0.5065	1.0429	1.0212
No log	1.0769	70	1.0840	0.4630	1.0840	1.0411
No log	1.1077	72	1.1132	0.4141	1.1132	1.0551
No log	1.1385	74	0.9231	0.5538	0.9231	0.9608
No log	1.1692	76	0.8359	0.5618	0.8359	0.9143
No log	1.2	78	0.8609	0.5723	0.8609	0.9278
No log	1.2308	80	0.9123	0.5468	0.9123	0.9552
No log	1.2615	82	1.1956	0.4370	1.1956	1.0934
No log	1.2923	84	1.6871	0.3315	1.6871	1.2989
No log	1.3231	86	2.1200	0.2472	2.1200	1.4560
No log	1.3538	88	1.8267	0.2935	1.8267	1.3516
No log	1.3846	90	1.1488	0.4181	1.1488	1.0718
No log	1.4154	92	0.9033	0.5536	0.9033	0.9504
No log	1.4462	94	0.8759	0.5420	0.8759	0.9359
No log	1.4769	96	0.9046	0.4715	0.9046	0.9511
No log	1.5077	98	0.8971	0.4846	0.8971	0.9472
No log	1.5385	100	0.8928	0.4800	0.8928	0.9449
No log	1.5692	102	0.8309	0.5128	0.8309	0.9115
No log	1.6	104	0.7794	0.5828	0.7794	0.8828
No log	1.6308	106	0.7595	0.5966	0.7595	0.8715
No log	1.6615	108	0.7513	0.5906	0.7513	0.8668
No log	1.6923	110	0.7825	0.5617	0.7825	0.8846
No log	1.7231	112	1.0201	0.5101	1.0201	1.0100
No log	1.7538	114	1.5725	0.3875	1.5725	1.2540
No log	1.7846	116	1.6331	0.3650	1.6331	1.2779
No log	1.8154	118	1.2147	0.4546	1.2147	1.1021
No log	1.8462	120	0.8881	0.5707	0.8881	0.9424
No log	1.8769	122	0.9038	0.5707	0.9038	0.9507
No log	1.9077	124	1.1969	0.4458	1.1969	1.0940
No log	1.9385	126	1.5901	0.3542	1.5901	1.2610
No log	1.9692	128	1.4105	0.3969	1.4105	1.1876
No log	2.0	130	0.9980	0.4879	0.9980	0.9990
No log	2.0308	132	0.7324	0.5845	0.7324	0.8558
No log	2.0615	134	0.7990	0.5892	0.7990	0.8938
No log	2.0923	136	0.8699	0.5964	0.8699	0.9327
No log	2.1231	138	0.8301	0.6143	0.8301	0.9111
No log	2.1538	140	0.6890	0.6185	0.6890	0.8301
No log	2.1846	142	0.6667	0.5909	0.6667	0.8165
No log	2.2154	144	0.6827	0.6070	0.6827	0.8263
No log	2.2462	146	0.7665	0.6451	0.7665	0.8755
No log	2.2769	148	0.7953	0.6271	0.7953	0.8918
No log	2.3077	150	0.7428	0.6062	0.7428	0.8618
No log	2.3385	152	0.7882	0.6119	0.7882	0.8878
No log	2.3692	154	0.8351	0.5941	0.8351	0.9138
No log	2.4	156	0.7772	0.6086	0.7772	0.8816
No log	2.4308	158	0.7858	0.6387	0.7858	0.8864
No log	2.4615	160	0.8167	0.6695	0.8167	0.9037
No log	2.4923	162	0.7761	0.6613	0.7761	0.8810
No log	2.5231	164	0.7434	0.6159	0.7434	0.8622
No log	2.5538	166	0.7302	0.6387	0.7302	0.8545
No log	2.5846	168	0.7242	0.6234	0.7242	0.8510
No log	2.6154	170	0.7186	0.6348	0.7186	0.8477
No log	2.6462	172	0.7206	0.6355	0.7206	0.8489
No log	2.6769	174	0.7209	0.6240	0.7209	0.8490
No log	2.7077	176	0.7175	0.6382	0.7175	0.8471
No log	2.7385	178	0.7262	0.6189	0.7262	0.8522
No log	2.7692	180	0.7299	0.5831	0.7299	0.8543
No log	2.8	182	0.7368	0.6190	0.7368	0.8584
No log	2.8308	184	0.7420	0.6258	0.7420	0.8614
No log	2.8615	186	0.7424	0.6196	0.7424	0.8616
No log	2.8923	188	0.7313	0.6608	0.7313	0.8552
No log	2.9231	190	0.7202	0.6298	0.7202	0.8486
No log	2.9538	192	0.7857	0.6757	0.7857	0.8864
No log	2.9846	194	0.8106	0.6818	0.8106	0.9003
No log	3.0154	196	0.8065	0.6818	0.8065	0.8981
No log	3.0462	198	0.7571	0.6788	0.7571	0.8701
No log	3.0769	200	0.6991	0.6671	0.6991	0.8361
No log	3.1077	202	0.6807	0.6627	0.6807	0.8250
No log	3.1385	204	0.6690	0.6582	0.6690	0.8179
No log	3.1692	206	0.6566	0.6402	0.6566	0.8103
No log	3.2	208	0.6506	0.6351	0.6506	0.8066
No log	3.2308	210	0.6542	0.6733	0.6542	0.8088
No log	3.2615	212	0.6848	0.6782	0.6848	0.8275
No log	3.2923	214	0.6555	0.6734	0.6555	0.8096
No log	3.3231	216	0.6501	0.6453	0.6501	0.8063
No log	3.3538	218	0.6524	0.6610	0.6524	0.8077
No log	3.3846	220	0.6604	0.6692	0.6604	0.8126
No log	3.4154	222	0.6973	0.6666	0.6973	0.8350
No log	3.4462	224	0.7425	0.7093	0.7425	0.8617
No log	3.4769	226	0.7587	0.7049	0.7587	0.8710
No log	3.5077	228	0.7347	0.6905	0.7347	0.8572
No log	3.5385	230	0.7039	0.6769	0.7039	0.8390
No log	3.5692	232	0.7169	0.6789	0.7169	0.8467
No log	3.6	234	0.7640	0.6967	0.7640	0.8741
No log	3.6308	236	0.7702	0.6948	0.7702	0.8776
No log	3.6615	238	0.7049	0.6870	0.7049	0.8396
No log	3.6923	240	0.6650	0.7066	0.6650	0.8155
No log	3.7231	242	0.6800	0.6997	0.6800	0.8246
No log	3.7538	244	0.7134	0.6894	0.7134	0.8447
No log	3.7846	246	0.7321	0.6759	0.7321	0.8556
No log	3.8154	248	0.7054	0.6915	0.7054	0.8399
No log	3.8462	250	0.6974	0.6864	0.6974	0.8351
No log	3.8769	252	0.7064	0.6397	0.7064	0.8405
No log	3.9077	254	0.7167	0.6136	0.7167	0.8466
No log	3.9385	256	0.7249	0.6276	0.7249	0.8514
No log	3.9692	258	0.7388	0.6655	0.7388	0.8595
No log	4.0	260	0.7349	0.6212	0.7349	0.8572
No log	4.0308	262	0.7701	0.5739	0.7701	0.8776
No log	4.0615	264	0.7975	0.5868	0.7975	0.8930
No log	4.0923	266	0.7553	0.5823	0.7553	0.8691
No log	4.1231	268	0.7406	0.6097	0.7406	0.8606
No log	4.1538	270	0.7391	0.6107	0.7391	0.8597
No log	4.1846	272	0.7553	0.6055	0.7553	0.8691
No log	4.2154	274	0.7466	0.6163	0.7466	0.8641
No log	4.2462	276	0.7175	0.6576	0.7175	0.8471
No log	4.2769	278	0.7589	0.6734	0.7589	0.8712
No log	4.3077	280	0.8300	0.6714	0.8300	0.9110
No log	4.3385	282	0.8726	0.6606	0.8726	0.9341
No log	4.3692	284	0.8471	0.6655	0.8471	0.9204
No log	4.4	286	0.7528	0.6817	0.7528	0.8677
No log	4.4308	288	0.6871	0.6800	0.6871	0.8289
No log	4.4615	290	0.7300	0.6883	0.7300	0.8544
No log	4.4923	292	0.7269	0.6504	0.7269	0.8526
No log	4.5231	294	0.7332	0.6824	0.7332	0.8563
No log	4.5538	296	0.7790	0.6543	0.7790	0.8826
No log	4.5846	298	0.7904	0.6593	0.7904	0.8890
No log	4.6154	300	0.7718	0.6686	0.7718	0.8785
No log	4.6462	302	0.7510	0.6422	0.7510	0.8666
No log	4.6769	304	0.7454	0.6572	0.7454	0.8634
No log	4.7077	306	0.7525	0.6786	0.7525	0.8674
No log	4.7385	308	0.8187	0.6592	0.8187	0.9048
No log	4.7692	310	0.8440	0.6459	0.8440	0.9187
No log	4.8	312	0.7996	0.6817	0.7996	0.8942
No log	4.8308	314	0.7452	0.6590	0.7452	0.8632
No log	4.8615	316	0.7282	0.6485	0.7282	0.8533
No log	4.8923	318	0.7342	0.7033	0.7342	0.8569
No log	4.9231	320	0.7820	0.6478	0.7820	0.8843
No log	4.9538	322	0.8209	0.6457	0.8209	0.9060
No log	4.9846	324	0.8074	0.6517	0.8074	0.8985
No log	5.0154	326	0.7790	0.6536	0.7790	0.8826
No log	5.0462	328	0.7470	0.6820	0.7470	0.8643
No log	5.0769	330	0.7036	0.6723	0.7036	0.8388
No log	5.1077	332	0.6841	0.6447	0.6841	0.8271
No log	5.1385	334	0.6815	0.6366	0.6815	0.8255
No log	5.1692	336	0.6912	0.6633	0.6912	0.8314
No log	5.2	338	0.6932	0.6647	0.6932	0.8326
No log	5.2308	340	0.7025	0.6679	0.7025	0.8382
No log	5.2615	342	0.7290	0.6905	0.7290	0.8538
No log	5.2923	344	0.7428	0.6905	0.7428	0.8619
No log	5.3231	346	0.7547	0.6857	0.7547	0.8688
No log	5.3538	348	0.7780	0.6585	0.7780	0.8821
No log	5.3846	350	0.7586	0.6905	0.7586	0.8710
No log	5.4154	352	0.7099	0.6254	0.7099	0.8426
No log	5.4462	354	0.7014	0.6274	0.7014	0.8375
No log	5.4769	356	0.7103	0.6212	0.7103	0.8428
No log	5.5077	358	0.7453	0.6844	0.7453	0.8633
No log	5.5385	360	0.7483	0.6864	0.7483	0.8651
No log	5.5692	362	0.7677	0.7034	0.7677	0.8762
No log	5.6	364	0.7585	0.6949	0.7585	0.8709
No log	5.6308	366	0.7138	0.6796	0.7138	0.8449
No log	5.6615	368	0.7246	0.6627	0.7246	0.8513
No log	5.6923	370	0.7823	0.6501	0.7823	0.8845
No log	5.7231	372	0.8780	0.6626	0.8780	0.9370
No log	5.7538	374	0.9950	0.6294	0.9950	0.9975
No log	5.7846	376	0.9800	0.6496	0.9800	0.9899
No log	5.8154	378	0.8804	0.6492	0.8804	0.9383
No log	5.8462	380	0.7444	0.6814	0.7444	0.8628
No log	5.8769	382	0.6989	0.6684	0.6989	0.8360
No log	5.9077	384	0.7276	0.6886	0.7276	0.8530
No log	5.9385	386	0.8125	0.6382	0.8125	0.9014
No log	5.9692	388	0.8550	0.6502	0.8550	0.9247
No log	6.0	390	0.8880	0.6394	0.8880	0.9423
No log	6.0308	392	0.8874	0.6394	0.8874	0.9420
No log	6.0615	394	0.8436	0.6588	0.8436	0.9185
No log	6.0923	396	0.8114	0.6560	0.8114	0.9008
No log	6.1231	398	0.8616	0.6479	0.8616	0.9282
No log	6.1538	400	0.9295	0.6136	0.9295	0.9641
No log	6.1846	402	0.9988	0.6137	0.9988	0.9994
No log	6.2154	404	0.9776	0.6180	0.9776	0.9887
No log	6.2462	406	0.9091	0.6274	0.9091	0.9535
No log	6.2769	408	0.8259	0.6569	0.8259	0.9088
No log	6.3077	410	0.7949	0.6529	0.7949	0.8916
No log	6.3385	412	0.8211	0.6622	0.8211	0.9061
No log	6.3692	414	0.8610	0.6557	0.8610	0.9279
No log	6.4	416	0.8854	0.6323	0.8854	0.9409
No log	6.4308	418	0.9516	0.6231	0.9516	0.9755
No log	6.4615	420	1.0341	0.5976	1.0341	1.0169
No log	6.4923	422	1.0653	0.5510	1.0653	1.0322
No log	6.5231	424	0.9960	0.6111	0.9960	0.9980
No log	6.5538	426	0.9010	0.6317	0.9010	0.9492
No log	6.5846	428	0.7945	0.6546	0.7945	0.8914
No log	6.6154	430	0.7517	0.6728	0.7517	0.8670
No log	6.6462	432	0.7775	0.6669	0.7775	0.8818
No log	6.6769	434	0.8078	0.6509	0.8078	0.8988
No log	6.7077	436	0.7785	0.6604	0.7785	0.8823
No log	6.7385	438	0.7504	0.6943	0.7504	0.8662
No log	6.7692	440	0.7529	0.6956	0.7529	0.8677
No log	6.8	442	0.7807	0.6621	0.7807	0.8836
No log	6.8308	444	0.7865	0.6604	0.7865	0.8868
No log	6.8615	446	0.7637	0.6741	0.7637	0.8739
No log	6.8923	448	0.7307	0.6919	0.7307	0.8548
No log	6.9231	450	0.7236	0.7114	0.7236	0.8506
No log	6.9538	452	0.7381	0.7114	0.7381	0.8591
No log	6.9846	454	0.7446	0.6960	0.7446	0.8629
No log	7.0154	456	0.7436	0.6831	0.7436	0.8623
No log	7.0462	458	0.7731	0.6898	0.7731	0.8792
No log	7.0769	460	0.8245	0.6585	0.8245	0.9080
No log	7.1077	462	0.8281	0.6385	0.8281	0.9100
No log	7.1385	464	0.7878	0.6685	0.7878	0.8876
No log	7.1692	466	0.7359	0.6630	0.7359	0.8579
No log	7.2	468	0.7127	0.6584	0.7127	0.8442
No log	7.2308	470	0.7107	0.6471	0.7107	0.8430
No log	7.2615	472	0.7109	0.6534	0.7109	0.8432
No log	7.2923	474	0.7124	0.6692	0.7124	0.8441
No log	7.3231	476	0.7195	0.6802	0.7195	0.8482
No log	7.3538	478	0.7413	0.6774	0.7413	0.8610
No log	7.3846	480	0.7499	0.6814	0.7499	0.8660
No log	7.4154	482	0.7520	0.6752	0.7520	0.8672
No log	7.4462	484	0.7467	0.6771	0.7467	0.8641
No log	7.4769	486	0.7351	0.6817	0.7351	0.8574
No log	7.5077	488	0.7230	0.7229	0.7230	0.8503
No log	7.5385	490	0.7180	0.7179	0.7180	0.8473
No log	7.5692	492	0.7445	0.6806	0.7445	0.8628
No log	7.6	494	0.7569	0.6715	0.7569	0.8700
No log	7.6308	496	0.7526	0.6694	0.7526	0.8675
No log	7.6615	498	0.7407	0.6694	0.7407	0.8606
0.4621	7.6923	500	0.7412	0.6694	0.7412	0.8609
0.4621	7.7231	502	0.7609	0.6676	0.7609	0.8723
0.4621	7.7538	504	0.7918	0.6561	0.7918	0.8898
0.4621	7.7846	506	0.7838	0.6578	0.7838	0.8853
0.4621	7.8154	508	0.7547	0.6721	0.7547	0.8687
0.4621	7.8462	510	0.7352	0.6757	0.7352	0.8574
0.4621	7.8769	512	0.7432	0.6757	0.7432	0.8621
0.4621	7.9077	514	0.7494	0.6802	0.7494	0.8657
0.4621	7.9385	516	0.7484	0.6802	0.7484	0.8651
0.4621	7.9692	518	0.7412	0.6836	0.7412	0.8609
0.4621	8.0	520	0.7578	0.6836	0.7578	0.8705
0.4621	8.0308	522	0.7804	0.6684	0.7804	0.8834
0.4621	8.0615	524	0.8038	0.6652	0.8038	0.8965
0.4621	8.0923	526	0.8000	0.6695	0.8000	0.8944
0.4621	8.1231	528	0.8063	0.6652	0.8063	0.8979
0.4621	8.1538	530	0.8384	0.6681	0.8384	0.9156
0.4621	8.1846	532	0.8560	0.6537	0.8560	0.9252
0.4621	8.2154	534	0.8416	0.6690	0.8416	0.9174
0.4621	8.2462	536	0.8229	0.6681	0.8229	0.9071
0.4621	8.2769	538	0.8303	0.6681	0.8303	0.9112
0.4621	8.3077	540	0.8328	0.6690	0.8328	0.9126
0.4621	8.3385	542	0.8409	0.6690	0.8409	0.9170
0.4621	8.3692	544	0.8243	0.6690	0.8243	0.9079
0.4621	8.4	546	0.8202	0.6635	0.8202	0.9056
0.4621	8.4308	548	0.8319	0.6681	0.8319	0.9121
0.4621	8.4615	550	0.8210	0.6698	0.8210	0.9061
0.4621	8.4923	552	0.8283	0.6681	0.8283	0.9101
0.4621	8.5231	554	0.8372	0.6681	0.8372	0.9150
0.4621	8.5538	556	0.8388	0.6681	0.8388	0.9159
0.4621	8.5846	558	0.8362	0.6681	0.8362	0.9145
0.4621	8.6154	560	0.8219	0.6698	0.8219	0.9066
0.4621	8.6462	562	0.7962	0.6758	0.7962	0.8923
0.4621	8.6769	564	0.7733	0.6666	0.7733	0.8794
0.4621	8.7077	566	0.7499	0.6784	0.7499	0.8660
0.4621	8.7385	568	0.7281	0.6809	0.7281	0.8533
0.4621	8.7692	570	0.7081	0.7040	0.7081	0.8415
0.4621	8.8	572	0.6988	0.7247	0.6988	0.8360
0.4621	8.8308	574	0.7008	0.7226	0.7008	0.8371
0.4621	8.8615	576	0.7145	0.6854	0.7145	0.8453
0.4621	8.8923	578	0.7420	0.6802	0.7420	0.8614
0.4621	8.9231	580	0.7769	0.6767	0.7769	0.8814
0.4621	8.9538	582	0.8157	0.6707	0.8157	0.9031
0.4621	8.9846	584	0.8525	0.6683	0.8525	0.9233
0.4621	9.0154	586	0.8745	0.6719	0.8745	0.9352
0.4621	9.0462	588	0.8793	0.6565	0.8793	0.9377
0.4621	9.0769	590	0.8647	0.6683	0.8647	0.9299
0.4621	9.1077	592	0.8384	0.6683	0.8384	0.9156
0.4621	9.1385	594	0.8211	0.6674	0.8211	0.9061
0.4621	9.1692	596	0.8184	0.6707	0.8184	0.9046
0.4621	9.2	598	0.8111	0.6662	0.8111	0.9006
0.4621	9.2308	600	0.8035	0.6679	0.8035	0.8964
0.4621	9.2615	602	0.7929	0.6767	0.7929	0.8905
0.4621	9.2923	604	0.7827	0.6767	0.7827	0.8847
0.4621	9.3231	606	0.7695	0.6866	0.7695	0.8772
0.4621	9.3538	608	0.7620	0.6855	0.7620	0.8730
0.4621	9.3846	610	0.7629	0.6855	0.7629	0.8734
0.4621	9.4154	612	0.7611	0.6855	0.7611	0.8724
0.4621	9.4462	614	0.7554	0.6855	0.7554	0.8692
0.4621	9.4769	616	0.7529	0.6766	0.7529	0.8677
0.4621	9.5077	618	0.7567	0.6766	0.7567	0.8699
0.4621	9.5385	620	0.7654	0.6766	0.7654	0.8749
0.4621	9.5692	622	0.7723	0.6666	0.7723	0.8788
0.4621	9.6	624	0.7803	0.6676	0.7803	0.8833
0.4621	9.6308	626	0.7843	0.6676	0.7843	0.8856
0.4621	9.6615	628	0.7891	0.6632	0.7891	0.8883
0.4621	9.6923	630	0.7925	0.6632	0.7925	0.8902
0.4621	9.7231	632	0.7986	0.6632	0.7986	0.8936
0.4621	9.7538	634	0.8016	0.6632	0.8016	0.8953
0.4621	9.7846	636	0.8002	0.6632	0.8002	0.8946
0.4621	9.8154	638	0.7986	0.6632	0.7986	0.8937
0.4621	9.8462	640	0.7969	0.6632	0.7969	0.8927
0.4621	9.8769	642	0.7938	0.6632	0.7938	0.8909
0.4621	9.9077	644	0.7905	0.6632	0.7905	0.8891
0.4621	9.9385	646	0.7874	0.6632	0.7874	0.8873
0.4621	9.9692	648	0.7852	0.6676	0.7852	0.8861
0.4621	10.0	650	0.7846	0.6676	0.7846	0.8857

Framework versions

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