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Instruct_70_30_split

PEFT
Safetensors
trl
sft
Generated from Trainer
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Instruct_70_30_split / README.md
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metadata
license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: tiiuae/falcon-7b-instruct
model-index:
  - name: Instruct_70_30_split
    results: []

Instruct_70_30_split

This model is a fine-tuned version of tiiuae/falcon-7b-instruct on the None 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: 0.0002
  • train_batch_size: 4
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • lr_scheduler_warmup_ratio: 0.03
  • training_steps: 200
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • PEFT 0.10.1.dev0
  • Transformers 4.40.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1