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open-o1-sft-original

Text Generation
Transformers
Safetensors
llama
llama-factory
full
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text-generation-inference
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metadata
library_name: transformers
license: llama3.1
base_model: meta-llama/Llama-3.1-8B
tags:
  - llama-factory
  - full
  - generated_from_trainer
model-index:
  - name: open-o1-sft-original
    results: []

open-o1-sft-original

This model is a fine-tuned version of meta-llama/Llama-3.1-8B on the mlfoundations-dev/openo1_sft_original dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5187

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-06
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 512
  • total_eval_batch_size: 64
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: constant
  • num_epochs: 3.0

Training results

Training Loss Epoch Step Validation Loss
0.5578 0.9954 82 0.5476
0.4962 1.9939 164 0.5238
0.4505 2.9924 246 0.5187

Framework versions

  • Transformers 4.46.1
  • Pytorch 2.5.1
  • Datasets 3.0.2
  • Tokenizers 0.20.3