ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k16_task3_organization

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k16_task3_organization

ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k16_task3_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 9, 2024
Updated: Dec 9, 2024
SHA: 43227d86

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k16_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: 0.6611
Qwk: 0.3271
Mse: 0.6611
Rmse: 0.8131

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	0.0317	2	3.5372	-0.0126	3.5372	1.8807
No log	0.0635	4	2.0347	-0.0674	2.0347	1.4264
No log	0.0952	6	1.3908	0.0255	1.3908	1.1793
No log	0.1270	8	1.3776	0.0380	1.3776	1.1737
No log	0.1587	10	0.6904	0.0952	0.6904	0.8309
No log	0.1905	12	0.6506	-0.0794	0.6506	0.8066
No log	0.2222	14	0.6981	-0.1473	0.6981	0.8355
No log	0.2540	16	0.7179	-0.0133	0.7179	0.8473
No log	0.2857	18	0.7136	-0.0256	0.7136	0.8448
No log	0.3175	20	0.7316	0.0061	0.7316	0.8553
No log	0.3492	22	0.7031	0.0617	0.7031	0.8385
No log	0.3810	24	0.7059	-0.0909	0.7059	0.8402
No log	0.4127	26	0.6482	0.0303	0.6482	0.8051
No log	0.4444	28	0.6149	0.0	0.6149	0.7842
No log	0.4762	30	0.6239	0.0	0.6239	0.7899
No log	0.5079	32	0.6264	0.0	0.6264	0.7915
No log	0.5397	34	0.6242	0.0	0.6242	0.7901
No log	0.5714	36	0.6531	-0.0081	0.6531	0.8082
No log	0.6032	38	0.6354	0.0	0.6354	0.7971
No log	0.6349	40	0.6296	0.0	0.6296	0.7935
No log	0.6667	42	0.6285	0.0	0.6285	0.7928
No log	0.6984	44	0.6405	-0.0081	0.6405	0.8003
No log	0.7302	46	0.6811	-0.0159	0.6811	0.8253
No log	0.7619	48	0.8031	-0.0090	0.8031	0.8961
No log	0.7937	50	0.8742	0.0	0.8742	0.9350
No log	0.8254	52	0.9200	0.0	0.9200	0.9591
No log	0.8571	54	0.8363	-0.0090	0.8363	0.9145
No log	0.8889	56	0.6967	-0.0963	0.6967	0.8347
No log	0.9206	58	0.6347	0.0	0.6347	0.7967
No log	0.9524	60	0.6312	0.0	0.6312	0.7945
No log	0.9841	62	0.6539	0.0	0.6539	0.8086
No log	1.0159	64	0.6410	-0.0159	0.6410	0.8007
No log	1.0476	66	0.6414	-0.1014	0.6414	0.8009
No log	1.0794	68	0.6513	0.0327	0.6513	0.8070
No log	1.1111	70	0.8218	0.0707	0.8218	0.9065
No log	1.1429	72	0.9911	0.0877	0.9911	0.9955
No log	1.1746	74	0.7004	0.0692	0.7004	0.8369
No log	1.2063	76	0.6511	0.0	0.6511	0.8069
No log	1.2381	78	0.6930	0.0071	0.6930	0.8325
No log	1.2698	80	0.7274	-0.0719	0.7274	0.8529
No log	1.3016	82	0.6469	-0.0081	0.6469	0.8043
No log	1.3333	84	0.6283	-0.0081	0.6283	0.7927
No log	1.3651	86	0.6785	-0.0556	0.6785	0.8237
No log	1.3968	88	0.6899	0.0692	0.6899	0.8306
No log	1.4286	90	0.6253	-0.0496	0.6253	0.7908
No log	1.4603	92	0.6308	0.0625	0.6308	0.7942
No log	1.4921	94	0.6899	0.0625	0.6899	0.8306
No log	1.5238	96	0.7036	0.1304	0.7036	0.8388
No log	1.5556	98	0.6467	0.0638	0.6467	0.8042
No log	1.5873	100	0.6261	0.1258	0.6261	0.7913
No log	1.6190	102	0.6798	0.1345	0.6798	0.8245
No log	1.6508	104	0.8907	0.0741	0.8907	0.9437
No log	1.6825	106	0.7215	0.1038	0.7215	0.8494
No log	1.7143	108	0.5717	0.0	0.5717	0.7561
No log	1.7460	110	0.6039	0.0	0.6039	0.7771
No log	1.7778	112	0.6272	0.0	0.6272	0.7920
No log	1.8095	114	0.6523	-0.0303	0.6523	0.8077
No log	1.8413	116	0.6616	-0.0963	0.6616	0.8134
No log	1.8730	118	0.6372	-0.0303	0.6372	0.7983
No log	1.9048	120	0.6176	-0.0081	0.6176	0.7859
No log	1.9365	122	0.6100	-0.0081	0.6100	0.7811
No log	1.9683	124	0.6051	0.0388	0.6051	0.7779
No log	2.0	126	0.6777	0.0952	0.6777	0.8232
No log	2.0317	128	0.7184	0.0601	0.7184	0.8476
No log	2.0635	130	0.7225	0.0601	0.7225	0.8500
No log	2.0952	132	0.6414	0.0952	0.6414	0.8009
No log	2.1270	134	0.5699	0.2000	0.5699	0.7549
No log	2.1587	136	0.6675	0.0769	0.6675	0.8170
No log	2.1905	138	0.7115	0.1429	0.7115	0.8435
No log	2.2222	140	0.6207	0.0720	0.6207	0.7878
No log	2.2540	142	0.5465	0.0534	0.5465	0.7393
No log	2.2857	144	0.5207	0.3289	0.5207	0.7216
No log	2.3175	146	0.5640	0.2795	0.5640	0.7510
No log	2.3492	148	0.5759	0.3591	0.5759	0.7589
No log	2.3810	150	0.7973	0.1579	0.7973	0.8929
No log	2.4127	152	1.0239	0.1429	1.0239	1.0119
No log	2.4444	154	0.8732	0.1347	0.8732	0.9344
No log	2.4762	156	0.7674	0.1636	0.7674	0.8760
No log	2.5079	158	0.6250	0.2688	0.6250	0.7906
No log	2.5397	160	0.6184	0.2994	0.6184	0.7864
No log	2.5714	162	0.6737	0.3091	0.6737	0.8208
No log	2.6032	164	0.7145	0.3043	0.7145	0.8453
No log	2.6349	166	0.8597	0.1496	0.8597	0.9272
No log	2.6667	168	0.8616	0.1621	0.8616	0.9282
No log	2.6984	170	0.8689	0.1680	0.8689	0.9322
No log	2.7302	172	0.9098	0.1094	0.9098	0.9539
No log	2.7619	174	1.0503	-0.0240	1.0503	1.0249
No log	2.7937	176	0.9971	-0.0545	0.9971	0.9985
No log	2.8254	178	0.9068	0.0298	0.9068	0.9522
No log	2.8571	180	0.9207	0.0792	0.9207	0.9595
No log	2.8889	182	1.0792	0.0897	1.0792	1.0389
No log	2.9206	184	1.0183	0.1278	1.0183	1.0091
No log	2.9524	186	0.9424	0.1811	0.9424	0.9708
No log	2.9841	188	0.9881	0.1811	0.9881	0.9940
No log	3.0159	190	0.7866	0.2775	0.7866	0.8869
No log	3.0476	192	0.7762	0.2793	0.7762	0.8810
No log	3.0794	194	1.2948	0.0933	1.2948	1.1379
No log	3.1111	196	1.4548	0.1015	1.4548	1.2062
No log	3.1429	198	0.9655	0.1939	0.9655	0.9826
No log	3.1746	200	0.9093	0.1934	0.9093	0.9536
No log	3.2063	202	0.8726	0.1934	0.8726	0.9341
No log	3.2381	204	1.1835	0.1475	1.1835	1.0879
No log	3.2698	206	1.4379	0.1015	1.4379	1.1991
No log	3.3016	208	1.1250	0.1158	1.1250	1.0607
No log	3.3333	210	0.9940	0.1939	0.9940	0.9970
No log	3.3651	212	1.0866	0.1418	1.0866	1.0424
No log	3.3968	214	1.5569	0.0588	1.5569	1.2477
No log	3.4286	216	1.5637	0.0788	1.5637	1.2505
No log	3.4603	218	1.3939	0.0769	1.3939	1.1806
No log	3.4921	220	1.4724	0.0788	1.4724	1.2134
No log	3.5238	222	1.7957	0.0377	1.7957	1.3400
No log	3.5556	224	1.8645	0.0400	1.8645	1.3655
No log	3.5873	226	1.6315	0.0523	1.6315	1.2773
No log	3.6190	228	1.3286	0.1661	1.3286	1.1526
No log	3.6508	230	1.0463	0.2195	1.0463	1.0229
No log	3.6825	232	1.0950	0.2188	1.0950	1.0464
No log	3.7143	234	0.9935	0.2191	0.9935	0.9967
No log	3.7460	236	0.9059	0.3162	0.9059	0.9518
No log	3.7778	238	1.0022	0.2191	1.0022	1.0011
No log	3.8095	240	1.1339	0.0769	1.1339	1.0649
No log	3.8413	242	0.7990	0.3242	0.7990	0.8938
No log	3.8730	244	0.6291	0.0838	0.6291	0.7931
No log	3.9048	246	0.6232	0.2179	0.6232	0.7895
No log	3.9365	248	0.7041	0.3043	0.7041	0.8391
No log	3.9683	250	1.2453	0.0951	1.2453	1.1159
No log	4.0	252	1.3957	0.0769	1.3957	1.1814
No log	4.0317	254	1.0375	0.1127	1.0375	1.0186
No log	4.0635	256	0.8173	0.2287	0.8173	0.9040
No log	4.0952	258	0.9638	0.1642	0.9638	0.9818
No log	4.1270	260	1.3377	0.0968	1.3377	1.1566
No log	4.1587	262	1.3317	0.1213	1.3317	1.1540
No log	4.1905	264	0.9283	0.1937	0.9283	0.9635
No log	4.2222	266	0.8868	0.2846	0.8868	0.9417
No log	4.2540	268	1.1119	0.0813	1.1119	1.0545
No log	4.2857	270	1.1105	0.0857	1.1105	1.0538
No log	4.3175	272	0.7089	0.3333	0.7089	0.8419
No log	4.3492	274	0.6210	0.3131	0.6210	0.7880
No log	4.3810	276	0.7439	0.2676	0.7439	0.8625
No log	4.4127	278	1.2571	0.0644	1.2571	1.1212
No log	4.4444	280	1.5493	0.0500	1.5493	1.2447
No log	4.4762	282	1.3170	0.0951	1.3170	1.1476
No log	4.5079	284	0.7590	0.2877	0.7590	0.8712
No log	4.5397	286	0.6501	0.2161	0.6501	0.8063
No log	4.5714	288	0.7410	0.3645	0.7410	0.8608
No log	4.6032	290	1.2993	0.0933	1.2993	1.1399
No log	4.6349	292	1.6199	0.0567	1.6199	1.2727
No log	4.6667	294	1.3785	0.0426	1.3785	1.1741
No log	4.6984	296	0.7826	0.3004	0.7826	0.8847
No log	4.7302	298	0.6081	0.3200	0.6081	0.7798
No log	4.7619	300	0.6134	0.3171	0.6134	0.7832
No log	4.7937	302	0.8029	0.2982	0.8029	0.8961
No log	4.8254	304	0.8714	0.2982	0.8714	0.9335
No log	4.8571	306	0.9336	0.2263	0.9336	0.9662
No log	4.8889	308	0.8501	0.3247	0.8501	0.9220
No log	4.9206	310	0.6627	0.3208	0.6627	0.8140
No log	4.9524	312	0.6789	0.3548	0.6789	0.8240
No log	4.9841	314	0.8064	0.3886	0.8064	0.8980
No log	5.0159	316	0.9250	0.3770	0.9250	0.9618
No log	5.0476	318	0.8320	0.3808	0.8320	0.9121
No log	5.0794	320	0.7755	0.3886	0.7755	0.8806
No log	5.1111	322	0.8365	0.3559	0.8365	0.9146
No log	5.1429	324	1.0422	0.1642	1.0422	1.0209
No log	5.1746	326	1.2397	0.0951	1.2397	1.1134
No log	5.2063	328	1.0248	0.1648	1.0248	1.0123
No log	5.2381	330	0.7515	0.3628	0.7515	0.8669
No log	5.2698	332	0.6168	0.3171	0.6168	0.7853
No log	5.3016	334	0.6414	0.3143	0.6414	0.8009
No log	5.3333	336	0.6765	0.3091	0.6765	0.8225
No log	5.3651	338	0.6829	0.3091	0.6829	0.8264
No log	5.3968	340	0.8252	0.3846	0.8252	0.9084
No log	5.4286	342	1.1000	0.1608	1.1000	1.0488
No log	5.4603	344	1.0630	0.1343	1.0630	1.0310
No log	5.4921	346	0.7373	0.3480	0.7373	0.8587
No log	5.5238	348	0.5722	0.3663	0.5722	0.7564
No log	5.5556	350	0.5647	0.4225	0.5647	0.7515
No log	5.5873	352	0.6100	0.3200	0.6100	0.7810
No log	5.6190	354	0.7582	0.3846	0.7582	0.8707
No log	5.6508	356	0.9259	0.2263	0.9259	0.9623
No log	5.6825	358	0.8184	0.3846	0.8184	0.9046
No log	5.7143	360	0.6126	0.3462	0.6126	0.7827
No log	5.7460	362	0.5520	0.3439	0.5520	0.7429
No log	5.7778	364	0.5704	0.3402	0.5704	0.7552
No log	5.8095	366	0.7367	0.3739	0.7367	0.8583
No log	5.8413	368	1.1329	0.1847	1.1329	1.0644
No log	5.8730	370	1.2522	0.1125	1.2522	1.1190
No log	5.9048	372	1.0813	0.2171	1.0813	1.0398
No log	5.9365	374	0.8158	0.3667	0.8158	0.9032
No log	5.9683	376	0.7781	0.3580	0.7781	0.8821
No log	6.0	378	0.9284	0.2510	0.9284	0.9635
No log	6.0317	380	1.2634	0.0868	1.2634	1.1240
No log	6.0635	382	1.3739	0.0903	1.3739	1.1721
No log	6.0952	384	1.1738	0.1355	1.1738	1.0834
No log	6.1270	386	0.8319	0.3247	0.8319	0.9121
No log	6.1587	388	0.7080	0.3171	0.7080	0.8414
No log	6.1905	390	0.7017	0.3171	0.7017	0.8377
No log	6.2222	392	0.8035	0.3214	0.8035	0.8964
No log	6.2540	394	0.9972	0.1938	0.9972	0.9986
No log	6.2857	396	0.9810	0.1938	0.9810	0.9905
No log	6.3175	398	0.7787	0.3214	0.7787	0.8824
No log	6.3492	400	0.5893	0.3267	0.5893	0.7677
No log	6.3810	402	0.5654	0.2360	0.5654	0.7519
No log	6.4127	404	0.5526	0.3297	0.5526	0.7433
No log	6.4444	406	0.5831	0.3535	0.5831	0.7636
No log	6.4762	408	0.5707	0.3575	0.5707	0.7555
No log	6.5079	410	0.5453	0.3862	0.5453	0.7384
No log	6.5397	412	0.5669	0.3878	0.5669	0.7529
No log	6.5714	414	0.6913	0.3607	0.6913	0.8314
No log	6.6032	416	0.7781	0.2803	0.7781	0.8821
No log	6.6349	418	0.6930	0.3571	0.6930	0.8325
No log	6.6667	420	0.6017	0.3939	0.6017	0.7757
No log	6.6984	422	0.5823	0.3561	0.5823	0.7631
No log	6.7302	424	0.6061	0.3585	0.6061	0.7785
No log	6.7619	426	0.7218	0.3242	0.7218	0.8496
No log	6.7937	428	0.8738	0.2803	0.8738	0.9348
No log	6.8254	430	0.9071	0.2803	0.9071	0.9524
No log	6.8571	432	0.8113	0.3571	0.8113	0.9007
No log	6.8889	434	0.7063	0.3271	0.7063	0.8404
No log	6.9206	436	0.6451	0.3077	0.6451	0.8032
No log	6.9524	438	0.6711	0.3180	0.6711	0.8192
No log	6.9841	440	0.7159	0.3242	0.7159	0.8461
No log	7.0159	442	0.7758	0.3242	0.7758	0.8808
No log	7.0476	444	0.8058	0.3846	0.8058	0.8977
No log	7.0794	446	0.7668	0.3571	0.7668	0.8757
No log	7.1111	448	0.6561	0.3271	0.6561	0.8100
No log	7.1429	450	0.5765	0.3508	0.5765	0.7593
No log	7.1746	452	0.5611	0.3402	0.5611	0.7491
No log	7.2063	454	0.6076	0.3803	0.6076	0.7795
No log	7.2381	456	0.6663	0.3271	0.6663	0.8163
No log	7.2698	458	0.6977	0.3242	0.6977	0.8353
No log	7.3016	460	0.7308	0.3571	0.7308	0.8548
No log	7.3333	462	0.7062	0.3242	0.7062	0.8404
No log	7.3651	464	0.7229	0.3571	0.7229	0.8503
No log	7.3968	466	0.7256	0.3571	0.7256	0.8518
No log	7.4286	468	0.6761	0.3514	0.6761	0.8223
No log	7.4603	470	0.6461	0.3537	0.6461	0.8038
No log	7.4921	472	0.6898	0.3514	0.6898	0.8305
No log	7.5238	474	0.8074	0.3473	0.8074	0.8986
No log	7.5556	476	0.9961	0.3309	0.9961	0.9981
No log	7.5873	478	1.1075	0.1628	1.1075	1.0524
No log	7.6190	480	1.0921	0.1892	1.0921	1.0450
No log	7.6508	482	0.9395	0.2258	0.9395	0.9693
No log	7.6825	484	0.7878	0.3188	0.7878	0.8876
No log	7.7143	486	0.7280	0.3571	0.7280	0.8532
No log	7.7460	488	0.7110	0.3607	0.7110	0.8432
No log	7.7778	490	0.7389	0.3571	0.7389	0.8596
No log	7.8095	492	0.7877	0.2900	0.7877	0.8875
No log	7.8413	494	0.8644	0.2863	0.8644	0.9297
No log	7.8730	496	0.8614	0.2863	0.8614	0.9281
No log	7.9048	498	0.7779	0.3473	0.7779	0.8820
0.551	7.9365	500	0.6749	0.3571	0.6749	0.8215
0.551	7.9683	502	0.5917	0.3402	0.5917	0.7692
0.551	8.0	504	0.5694	0.3706	0.5694	0.7546
0.551	8.0317	506	0.5984	0.3402	0.5984	0.7736
0.551	8.0635	508	0.6589	0.3607	0.6589	0.8117
0.551	8.0952	510	0.7319	0.3846	0.7319	0.8555
0.551	8.1270	512	0.7156	0.3846	0.7156	0.8460
0.551	8.1587	514	0.6422	0.3333	0.6422	0.8014
0.551	8.1905	516	0.5940	0.3367	0.5940	0.7707
0.551	8.2222	518	0.6087	0.3333	0.6087	0.7802
0.551	8.2540	520	0.6554	0.3301	0.6554	0.8096
0.551	8.2857	522	0.6567	0.3301	0.6567	0.8104
0.551	8.3175	524	0.6766	0.3571	0.6766	0.8226
0.551	8.3492	526	0.7406	0.3473	0.7406	0.8606
0.551	8.3810	528	0.7804	0.3473	0.7804	0.8834
0.551	8.4127	530	0.8059	0.3473	0.8059	0.8977
0.551	8.4444	532	0.8502	0.2881	0.8502	0.9221
0.551	8.4762	534	0.8194	0.3473	0.8194	0.9052
0.551	8.5079	536	0.7657	0.3188	0.7657	0.8751
0.551	8.5397	538	0.6881	0.3607	0.6881	0.8295
0.551	8.5714	540	0.6637	0.3301	0.6637	0.8147
0.551	8.6032	542	0.6496	0.3301	0.6496	0.8060
0.551	8.6349	544	0.6382	0.3208	0.6382	0.7989
0.551	8.6667	546	0.6604	0.3301	0.6604	0.8127
0.551	8.6984	548	0.7087	0.3607	0.7087	0.8419
0.551	8.7302	550	0.7763	0.3188	0.7763	0.8811
0.551	8.7619	552	0.8260	0.3473	0.8260	0.9088
0.551	8.7937	554	0.8560	0.2881	0.8560	0.9252
0.551	8.8254	556	0.8354	0.3473	0.8354	0.9140
0.551	8.8571	558	0.7910	0.3473	0.7910	0.8894
0.551	8.8889	560	0.7727	0.3846	0.7727	0.8790
0.551	8.9206	562	0.7197	0.3571	0.7197	0.8483
0.551	8.9524	564	0.6992	0.3607	0.6992	0.8362
0.551	8.9841	566	0.7109	0.3571	0.7109	0.8431
0.551	9.0159	568	0.7444	0.3571	0.7444	0.8628
0.551	9.0476	570	0.7834	0.3473	0.7834	0.8851
0.551	9.0794	572	0.7960	0.3473	0.7960	0.8922
0.551	9.1111	574	0.7846	0.3473	0.7846	0.8858
0.551	9.1429	576	0.7723	0.3846	0.7723	0.8788
0.551	9.1746	578	0.7755	0.3846	0.7755	0.8806
0.551	9.2063	580	0.7814	0.3473	0.7814	0.8840
0.551	9.2381	582	0.7538	0.3846	0.7538	0.8682
0.551	9.2698	584	0.7316	0.3846	0.7316	0.8554
0.551	9.3016	586	0.7139	0.3571	0.7139	0.8450
0.551	9.3333	588	0.6891	0.3571	0.6891	0.8301
0.551	9.3651	590	0.6795	0.3571	0.6795	0.8243
0.551	9.3968	592	0.6724	0.3242	0.6724	0.8200
0.551	9.4286	594	0.6734	0.3242	0.6734	0.8206
0.551	9.4603	596	0.6697	0.3242	0.6697	0.8184
0.551	9.4921	598	0.6625	0.3271	0.6625	0.8139
0.551	9.5238	600	0.6556	0.3271	0.6556	0.8097
0.551	9.5556	602	0.6582	0.3271	0.6582	0.8113
0.551	9.5873	604	0.6565	0.3301	0.6565	0.8103
0.551	9.6190	606	0.6579	0.3271	0.6579	0.8111
0.551	9.6508	608	0.6619	0.3242	0.6619	0.8135
0.551	9.6825	610	0.6705	0.3242	0.6705	0.8189
0.551	9.7143	612	0.6675	0.3242	0.6675	0.8170
0.551	9.7460	614	0.6613	0.3242	0.6613	0.8132
0.551	9.7778	616	0.6589	0.3271	0.6589	0.8117
0.551	9.8095	618	0.6544	0.3271	0.6544	0.8090
0.551	9.8413	620	0.6497	0.3301	0.6497	0.8060
0.551	9.8730	622	0.6508	0.3301	0.6508	0.8067
0.551	9.9048	624	0.6551	0.3271	0.6551	0.8094
0.551	9.9365	626	0.6587	0.3271	0.6587	0.8116
0.551	9.9683	628	0.6602	0.3271	0.6602	0.8125
0.551	10.0	630	0.6611	0.3271	0.6611	0.8131

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 9, 2024
Updated: Dec 9, 2024