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tiny_llama-1.1B-Prompt-1

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metadata
license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
model-index:
  - name: tiny_llama-1.1B-Prompt-1
    results: []

tiny_llama-1.1B-Prompt-1

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8327

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: 5e-05
  • train_batch_size: 2
  • eval_batch_size: 2
  • 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
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 64 1.7774
No log 2.0 128 1.1143
No log 3.0 192 0.8914
No log 4.0 256 0.8327

Framework versions

  • PEFT 0.7.1
  • Transformers 4.38.0.dev0
  • Pytorch 2.0.0
  • Datasets 2.16.0
  • Tokenizers 0.15.1