meshTask-gemma-3-1b-it-ood

ferrazzipietro/meshTask-gemma-3-1b-it-ood

meshTask-gemma-3-1b-it-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 gemma.

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

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At a glance

Task: Text Generation
Library: peft
License: gemma
Access: Public
Created: Apr 30, 2026
Updated: Apr 30, 2026
SHA: 1135ea33

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Base models

google/gemma-3-1b-it

Model card

From the Hugging Face model README

meshTask-gemma-3-1b-it-ood

This model is a fine-tuned version of google/gemma-3-1b-it on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.4488
F1 Micro: 0.2475
F1 Macro: 0.0098
F1 Weighted: 0.3698
Class/f1 Results Per Class: {}
Items/f1 Scores Per Item: {'Female': 0.08525899541766016, 'Child, Preschool': 0.041326728826728824, 'Retrospective Studies': 0.04188565058130275, 'Cell Proliferation': 0.06603927099153829, 'Aged, 80 and over': 0.029086255583612386, 'Infant': 0.06091162485653386, 'Rats': 0.03277777777777778, 'Adult': 0.06061887372669614, 'Prospective Studies': 0.029296535625649548, 'Young Adult': 0.0723076763936156, 'Cross-Sectional Studies': 0.03263983114729383, 'Middle Aged': 0.051254024461159516, 'Child': 0.06218699601052542, 'Reproducibility of Results': 0.026745329400196655, 'Follow-Up Studies': 0.019956092339876913}

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
3.0469	0.0258	20	3.0960	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
2.3531	0.0517	40	2.4512	0.2462	0.0091	0.3689	{}	{'Female': 0.0748358898647916, 'Child, Preschool': 0.06139962188349285, 'Retrospective Studies': 0.04498687037479112, 'Cell Proliferation': 0.03447154471544715, 'Aged, 80 and over': 0.029542170226386433, 'Infant': 0.07803058858467829, 'Rats': 0.04718834688346883, 'Adult': 0.06508422810785015, 'Prospective Studies': 0.022685457756844274, 'Young Adult': 0.06271730654557131, 'Cross-Sectional Studies': 0.022316821465428276, 'Middle Aged': 0.04121860326932889, 'Child': 0.06714709622721492, 'Reproducibility of Results': 0.02549060262711761, 'Follow-Up Studies': 0.02447667419418832}
2.1281	0.0775	60	2.2515	0.0146	0.0004	0.0285	{}	{'Female': 0.0017947310497756586, 'Child, Preschool': 0.004733505265420159, 'Retrospective Studies': 0.0016687857596948508, 'Cell Proliferation': 0.0007382798080472499, 'Aged, 80 and over': 0.0008899143045484509, 'Infant': 0.0004887585532746823, 'Rats': 0.0002246433786364147, 'Adult': 0.0011508761508761509, 'Prospective Studies': 0.0007276255154014067, 'Young Adult': 0.001998667554963358, 'Cross-Sectional Studies': 0.0008362369337979095, 'Middle Aged': 0.002083333333333333, 'Child': 0.0008012820512820513, 'Reproducibility of Results': 0.0015819209039548024, 'Follow-Up Studies': 0.0037748869382339774}
2.0406	0.1034	80	2.1581	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
2.0031	0.1292	100	2.1272	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9609	0.1550	120	2.1104	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9734	0.1809	140	2.0990	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.95	0.2067	160	2.0899	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9469	0.2326	180	2.0835	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9172	0.2584	200	2.0757	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9438	0.2842	220	2.0701	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9156	0.3101	240	2.0651	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9328	0.3359	260	2.0613	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9203	0.3618	280	2.0571	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9094	0.3876	300	2.0546	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9234	0.4134	320	2.0526	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9172	0.4393	340	2.0498	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9109	0.4651	360	2.0470	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9016	0.4910	380	2.0440	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9297	0.5168	400	2.0423	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8984	0.5426	420	2.0410	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8766	0.5685	440	2.0374	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8938	0.5943	460	2.0356	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9109	0.6202	480	2.0336	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9094	0.6460	500	2.0312	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8813	0.6718	520	2.0305	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9266	0.6977	540	2.0298	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8859	0.7235	560	2.0284	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8594	0.7494	580	2.0278	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8719	0.7752	600	2.0265	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.9141	0.8010	620	2.0253	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8422	0.8269	640	2.0251	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8797	0.8527	660	2.0246	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.875	0.8786	680	2.0236	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8844	0.9044	700	2.0233	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8844	0.9302	720	2.0235	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8625	0.9561	740	2.0231	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}
1.8656	0.9819	760	2.0232	0.0	0.0	0.0	{}	{'Female': 0.0, 'Child, Preschool': 0.0, 'Retrospective Studies': 0.0, 'Cell Proliferation': 0.0, 'Aged, 80 and over': 0.0, 'Infant': 0.0, 'Rats': 0.0, 'Adult': 0.0, 'Prospective Studies': 0.0, 'Young Adult': 0.0, 'Cross-Sectional Studies': 0.0, 'Middle Aged': 0.0, 'Child': 0.0, 'Reproducibility of Results': 0.0, 'Follow-Up Studies': 0.0}

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: gemma
Created: Apr 30, 2026
Updated: Apr 30, 2026