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GenAI-task2-ModelC-DS

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metadata
license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: petals-team/falcon-rw-1b
model-index:
  - name: GenAI-task2-ModelC-DS
    results: []

GenAI-task2-ModelC-DS

This model is a fine-tuned version of petals-team/falcon-rw-1b on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.5324

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: 2e-05
  • train_batch_size: 1
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 2
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.01
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss
1.7726 0.0196 20 1.5110
2.32 0.0393 40 1.4943
2.2059 0.0589 60 1.4992
1.7591 0.0785 80 1.4951
1.9699 0.0982 100 1.5324

Framework versions

  • PEFT 0.10.0
  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1