Edit model card
Configuration Parsing Warning: In adapter_config.json: "peft.task_type" must be a string

idefics2-frozenlake

This model is a fine-tuned version of HuggingFaceM4/idefics2-8b on an unknown dataset.

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: 0.0001
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 50
  • num_epochs: 2
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • PEFT 0.12.0
  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.19.1 Vanilla model performance on frozenlake prompts dataset:
  • Exact match: 0.00%
  • F1: 17.75%

Fine-tuned model performance on frozenlake prompts dataset:

  • Exact match: 21.00%
  • F1: 63.13%

Model performance on frozenlake prompts dataset

Vanilla model performance:

  • Exact match: 0.00%
  • F1: 17.75%

Fine-tuned model performance:

  • Exact match: 21.00%
  • F1: 63.13%
Downloads last month
6
Inference API
Unable to determine this model’s pipeline type. Check the docs .

Model tree for dawoz/idefics2-frozenlake

Adapter
(21)
this model