meshTask-Llama-3.2-1B-Instruct-ood

ferrazzipietro/meshTask-Llama-3.2-1B-Instruct-ood

meshTask-Llama-3.2-1B-Instruct-ood is a text generation model from ferrazzipietro. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as llama3.2.

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

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At a glance

Task: Text Generation
Library: peft
License: llama3.2
Access: Public
Created: Apr 30, 2026
Updated: Apr 30, 2026
SHA: 9734fe83

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Base models

meta-llama/Llama-3.2-1B-Instruct

Model card

From the Hugging Face model README

meshTask-Llama-3.2-1B-Instruct-ood

This model is a fine-tuned version of meta-llama/Llama-3.2-1B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.7719
F1 Micro: 0.8692
F1 Macro: 0.8659
F1 Weighted: 0.8697
Class/f1 Results Per Class: {}
Items/f1 Scores Per Item: {'Middle Aged': 0.6260013351134847, 'Rats': 0.8325229605618585, 'Infant': 0.7779635712152881, 'Child, Preschool': 0.8205654079704026, 'Female': 0.5911266307430516, 'Aged, 80 and over': 0.7094054054054054, 'Follow-Up Studies': 0.6711945888534854, 'Child': 0.8401679325482545, 'Retrospective Studies': 0.8577581641659311, 'Reproducibility of Results': 0.6868651488616462, 'Prospective Studies': 0.8444769131149447, 'Cell Proliferation': 0.9267983789260386, 'Cross-Sectional Studies': 0.9179256626065138, 'Young Adult': 0.6342123467721852, 'Adult': 0.7162909836065574}

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: 0.0003
train_batch_size: 128
eval_batch_size: 32
seed: 42
distributed_type: multi-GPU
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-07 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	F1 Micro	F1 Macro	F1 Weighted	Class/f1 Results Per Class	Items/f1 Scores Per Item
2.2812	0.0517	20	2.3126	0.5468	0.0090	0.4670	{}	{'Middle Aged': 0.025385597958404654, 'Rats': 0.19322033898305085, 'Infant': 0.2307900432900433, 'Child, Preschool': 0.1258162127727345, 'Female': 0.008606302036301734, 'Aged, 80 and over': 0.1582191780821918, 'Retrospective Studies': 0.15358361774744028, 'Follow-Up Studies': 0.14183222958057395, 'Prospective Studies': 0.14755555555555555, 'Reproducibility of Results': 0.3232678668848882, 'Child': 0.08992293737304823, 'Cell Proliferation': 0.16280566280566283, 'Cross-Sectional Studies': 0.14767255216693417, 'Young Adult': 0.08743288373231226, 'Adult': 0.020321016529547334}
1.8703	0.1034	40	1.9186	0.6565	0.6528	0.6580	{}	{'Middle Aged': 0.5849146110056926, 'Rats': 0.5034399453810199, 'Infant': 0.4675245098039216, 'Child, Preschool': 0.40434647671962876, 'Female': 0.5701056618819776, 'Aged, 80 and over': 0.49995712203070064, 'Retrospective Studies': 0.47506870828425596, 'Follow-Up Studies': 0.5228698096885813, 'Prospective Studies': 0.4850991979738286, 'Reproducibility of Results': 0.4697452229299363, 'Child': 0.39984302097414204, 'Cell Proliferation': 0.46113074204946997, 'Cross-Sectional Studies': 0.5141984425349088, 'Young Adult': 0.43239163524515095, 'Adult': 0.5074738338729294}
1.8016	0.1550	60	1.8633	0.7733	0.7732	0.7740	{}	{'Middle Aged': 0.512987012987013, 'Rats': 0.4966996699669967, 'Infant': 0.608766939936423, 'Child, Preschool': 0.4953854035605849, 'Female': 0.521974306964165, 'Aged, 80 and over': 0.4734980053995246, 'Retrospective Studies': 0.7481872116018458, 'Follow-Up Studies': 0.5964396537644945, 'Prospective Studies': 0.7377746478873239, 'Reproducibility of Results': 0.4714285714285714, 'Child': 0.6344671484712655, 'Cell Proliferation': 0.4899665551839465, 'Cross-Sectional Studies': 0.6886659011864943, 'Young Adult': 0.4867082251738447, 'Adult': 0.4717349783758864}
1.7531	0.2067	80	1.8256	0.8253	0.8243	0.8262	{}	{'Middle Aged': 0.49811876759544294, 'Rats': 0.49586776859504134, 'Infant': 0.7627741306882617, 'Child, Preschool': 0.7854720535901193, 'Female': 0.5048171955983751, 'Aged, 80 and over': 0.5910075329566855, 'Retrospective Studies': 0.8276221902586232, 'Follow-Up Studies': 0.6624316939890711, 'Prospective Studies': 0.724541158087529, 'Reproducibility of Results': 0.47058823529411764, 'Child': 0.8166252690842855, 'Cell Proliferation': 0.6463084654039428, 'Cross-Sectional Studies': 0.7229466437177281, 'Young Adult': 0.4952027978045348, 'Adult': 0.4906238943271612}
1.7297	0.2584	100	1.8041	0.8504	0.8448	0.8491	{}	{'Middle Aged': 0.5780961074830887, 'Rats': 0.783226723525231, 'Infant': 0.7708125061256493, 'Child, Preschool': 0.726111758572042, 'Female': 0.5454735740450026, 'Aged, 80 and over': 0.5811371841155235, 'Retrospective Studies': 0.8211651662714219, 'Follow-Up Studies': 0.5824132492113565, 'Prospective Studies': 0.8664169787765293, 'Reproducibility of Results': 0.47058823529411764, 'Child': 0.8384231757361574, 'Cell Proliferation': 0.7075743048897412, 'Cross-Sectional Studies': 0.690931832395247, 'Young Adult': 0.5815810665712241, 'Adult': 0.5920607214640854}
1.7156	0.3101	120	1.7973	0.8462	0.8374	0.8429	{}	{'Middle Aged': 0.6543482799042935, 'Rats': 0.6633554083885209, 'Infant': 0.7319096985122189, 'Child, Preschool': 0.7442220336444866, 'Female': 0.642816021054363, 'Aged, 80 and over': 0.6075811660717321, 'Retrospective Studies': 0.827579766536965, 'Follow-Up Studies': 0.5225906631937487, 'Prospective Studies': 0.8223247232472324, 'Reproducibility of Results': 0.47058823529411764, 'Child': 0.8233540553313702, 'Cell Proliferation': 0.5749721293199554, 'Cross-Sectional Studies': 0.7511748120300752, 'Young Adult': 0.5314276289825707, 'Adult': 0.7112988932282618}
1.7094	0.3618	140	1.7929	0.8669	0.8641	0.8669	{}	{'Middle Aged': 0.5386918726166814, 'Rats': 0.783226723525231, 'Infant': 0.8101498445009896, 'Child, Preschool': 0.8303125707570056, 'Female': 0.5646041055718475, 'Aged, 80 and over': 0.7163398692810458, 'Retrospective Studies': 0.8673170010715737, 'Follow-Up Studies': 0.6475638977635783, 'Prospective Studies': 0.8775488972118186, 'Reproducibility of Results': 0.4976533690915186, 'Child': 0.8509083527859536, 'Cell Proliferation': 0.692436974789916, 'Cross-Sectional Studies': 0.7857462305136724, 'Young Adult': 0.653471504832577, 'Adult': 0.6339317959036268}
1.7172	0.4134	160	1.7887	0.8441	0.8436	0.8449	{}	{'Middle Aged': 0.46697555932954293, 'Rats': 0.7466777408637874, 'Infant': 0.8251302083333334, 'Child, Preschool': 0.7757352941176471, 'Female': 0.5048171955983751, 'Aged, 80 and over': 0.6242931641115859, 'Retrospective Studies': 0.8374161858180473, 'Follow-Up Studies': 0.7175497866287339, 'Prospective Studies': 0.858901098901099, 'Reproducibility of Results': 0.6146552689536751, 'Child': 0.8535637149028078, 'Cell Proliferation': 0.8641909341882625, 'Cross-Sectional Studies': 0.792301498823238, 'Young Adult': 0.4790233484608908, 'Adult': 0.49398578458173864}
1.7141	0.4651	180	1.7850	0.8687	0.8655	0.8685	{}	{'Middle Aged': 0.5707346690953248, 'Rats': 0.783226723525231, 'Infant': 0.814365821094793, 'Child, Preschool': 0.840034965034965, 'Female': 0.5646041055718475, 'Aged, 80 and over': 0.7171552407139861, 'Retrospective Studies': 0.8419891534148358, 'Follow-Up Studies': 0.5904033854344414, 'Prospective Studies': 0.8576749135408352, 'Reproducibility of Results': 0.47058823529411764, 'Child': 0.848669375608081, 'Cell Proliferation': 0.692436974789916, 'Cross-Sectional Studies': 0.7857462305136724, 'Young Adult': 0.6674364392932616, 'Adult': 0.6623577196225313}
1.7109	0.5168	200	1.7822	0.8735	0.8689	0.8725	{}	{'Middle Aged': 0.6538360098464424, 'Rats': 0.783226723525231, 'Infant': 0.7903993025944246, 'Child, Preschool': 0.8044570030987688, 'Female': 0.7081618612796298, 'Aged, 80 and over': 0.622690929142542, 'Retrospective Studies': 0.8682561103613735, 'Follow-Up Studies': 0.6104005713172758, 'Prospective Studies': 0.8644043931286962, 'Reproducibility of Results': 0.4976533690915186, 'Child': 0.8609630054958576, 'Cell Proliferation': 0.692436974789916, 'Cross-Sectional Studies': 0.7857462305136724, 'Young Adult': 0.656353465007421, 'Adult': 0.7528357579590976}
1.6938	0.5685	220	1.7804	0.8642	0.8572	0.8618	{}	{'Middle Aged': 0.707550514002127, 'Rats': 0.783226723525231, 'Infant': 0.7667524487800985, 'Child, Preschool': 0.7629142269245913, 'Female': 0.7701488154541546, 'Aged, 80 and over': 0.5845301083396321, 'Retrospective Studies': 0.8342013888888888, 'Follow-Up Studies': 0.5509660386415456, 'Prospective Studies': 0.8438856566457121, 'Reproducibility of Results': 0.47058823529411764, 'Child': 0.8397862362307776, 'Cell Proliferation': 0.7075743048897412, 'Cross-Sectional Studies': 0.778341303192774, 'Young Adult': 0.5982878399266217, 'Adult': 0.7588436265651368}
1.7016	0.6202	240	1.7782	0.8714	0.8696	0.8718	{}	{'Middle Aged': 0.5310245310245311, 'Rats': 0.783226723525231, 'Infant': 0.823894113549286, 'Child, Preschool': 0.8609422492401215, 'Female': 0.5646041055718475, 'Aged, 80 and over': 0.7076925571327815, 'Retrospective Studies': 0.8777244289247781, 'Follow-Up Studies': 0.7089757757547054, 'Prospective Studies': 0.8793233082706767, 'Reproducibility of Results': 0.6680644828652941, 'Child': 0.8541968489677653, 'Cell Proliferation': 0.8282657657657657, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6462431418828829, 'Adult': 0.6640632333890317}
1.7031	0.6718	260	1.7770	0.8780	0.8742	0.8774	{}	{'Middle Aged': 0.6712682966357026, 'Rats': 0.783226723525231, 'Infant': 0.8012578616352202, 'Child, Preschool': 0.8513615858276532, 'Female': 0.7344456156931167, 'Aged, 80 and over': 0.7252547543324463, 'Retrospective Studies': 0.8735556090515166, 'Follow-Up Studies': 0.6075094081423196, 'Prospective Studies': 0.8644043931286962, 'Reproducibility of Results': 0.5233713654766287, 'Child': 0.8505807373875751, 'Cell Proliferation': 0.692436974789916, 'Cross-Sectional Studies': 0.7857462305136724, 'Young Adult': 0.652116782772532, 'Adult': 0.7721004678650578}
1.7047	0.7235	280	1.7752	0.8823	0.8792	0.8820	{}	{'Middle Aged': 0.6617876191046923, 'Rats': 0.783226723525231, 'Infant': 0.808614898966726, 'Child, Preschool': 0.8493827160493828, 'Female': 0.7344456156931167, 'Aged, 80 and over': 0.7345676773538372, 'Retrospective Studies': 0.8796762260557448, 'Follow-Up Studies': 0.6943722943722943, 'Prospective Studies': 0.8775488972118186, 'Reproducibility of Results': 0.610640163694826, 'Child': 0.8505807373875751, 'Cell Proliferation': 0.7882154548159905, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6834744203165255, 'Adult': 0.7700621118012423}
1.7016	0.7752	300	1.7740	0.8810	0.8786	0.8811	{}	{'Middle Aged': 0.6354422676310184, 'Rats': 0.783226723525231, 'Infant': 0.8213175007068136, 'Child, Preschool': 0.8675550257567373, 'Female': 0.617747771477687, 'Aged, 80 and over': 0.7341677895184738, 'Retrospective Studies': 0.8894195976262845, 'Follow-Up Studies': 0.6822205551387848, 'Prospective Studies': 0.8793233082706767, 'Reproducibility of Results': 0.610640163694826, 'Child': 0.8586845761926818, 'Cell Proliferation': 0.7882154548159905, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6703104120572192, 'Adult': 0.7519431787724471}
1.7109	0.8269	320	1.7728	0.8810	0.8781	0.8808	{}	{'Middle Aged': 0.6696530233115598, 'Rats': 0.783226723525231, 'Infant': 0.82296918767507, 'Child, Preschool': 0.861882325034772, 'Female': 0.6341775599128541, 'Aged, 80 and over': 0.704803427798241, 'Retrospective Studies': 0.8849422948362877, 'Follow-Up Studies': 0.675456016475434, 'Prospective Studies': 0.8710280373831776, 'Reproducibility of Results': 0.610640163694826, 'Child': 0.8654761904761905, 'Cell Proliferation': 0.7882154548159905, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6759713540678416, 'Adult': 0.7497513681695698}
1.6875	0.8786	340	1.7725	0.8815	0.8792	0.8816	{}	{'Middle Aged': 0.6354422676310184, 'Rats': 0.783226723525231, 'Infant': 0.823894113549286, 'Child, Preschool': 0.8675550257567373, 'Female': 0.6341775599128541, 'Aged, 80 and over': 0.7344249952945605, 'Retrospective Studies': 0.8815708837122114, 'Follow-Up Studies': 0.7089757757547054, 'Prospective Studies': 0.8793233082706767, 'Reproducibility of Results': 0.6305958132045089, 'Child': 0.8709643932315997, 'Cell Proliferation': 0.7882154548159905, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6772037107052642, 'Adult': 0.7327786642352405}
1.6875	0.9302	360	1.7723	0.8808	0.8781	0.8808	{}	{'Middle Aged': 0.6539275202354673, 'Rats': 0.783226723525231, 'Infant': 0.8213175007068136, 'Child, Preschool': 0.8675550257567373, 'Female': 0.6341775599128541, 'Aged, 80 and over': 0.7134910751349107, 'Retrospective Studies': 0.8888403899316164, 'Follow-Up Studies': 0.6943722943722943, 'Prospective Studies': 0.8664169787765293, 'Reproducibility of Results': 0.5897943185635895, 'Child': 0.8665354330708661, 'Cell Proliferation': 0.7882154548159905, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6730322188185709, 'Adult': 0.7472290657672471}
1.6797	0.9819	380	1.7721	0.8818	0.8790	0.8817	{}	{'Middle Aged': 0.6638190159784845, 'Rats': 0.783226723525231, 'Infant': 0.807303249874453, 'Child, Preschool': 0.858553761593954, 'Female': 0.6341775599128541, 'Aged, 80 and over': 0.7192571888767825, 'Retrospective Studies': 0.8879107981220657, 'Follow-Up Studies': 0.6657010751490168, 'Prospective Studies': 0.883969912387903, 'Reproducibility of Results': 0.5934065934065934, 'Child': 0.8665354330708661, 'Cell Proliferation': 0.7882154548159905, 'Cross-Sectional Studies': 0.7930274938594406, 'Young Adult': 0.6804812036600116, 'Adult': 0.7544007076514816}

Framework versions

PEFT 0.18.1
Transformers 4.51.0
Pytorch 2.8.0+cu128
Datasets 3.6.0
Tokenizers 0.21.0

Task: Text Generation
Library: peft
License: llama3.2
Created: Apr 30, 2026
Updated: Apr 30, 2026