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gemma_cause_FT

PEFT
Safetensors
trl
sft
Generated from Trainer
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gemma_cause_FT / README.md
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metadata
license: gemma
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: google/gemma-7b-it
model-index:
  - name: gemma_cause_FT
    results: []

gemma_cause_FT

This model is a fine-tuned version of google/gemma-7b-it on the None dataset. It achieves the following results on the evaluation set:

  • eval_loss: nan
  • eval_runtime: 223.726
  • eval_samples_per_second: 4.434
  • eval_steps_per_second: 4.434
  • epoch: 9.0
  • step: 4464

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: 0.0002
  • train_batch_size: 2
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 2
  • num_epochs: 10
  • mixed_precision_training: Native AMP

Framework versions

  • PEFT 0.8.2
  • Transformers 4.41.1
  • Pytorch 1.13.1+cu117
  • Datasets 2.19.1
  • Tokenizers 0.19.1