chchen / Llama-3.1-8B-Instruct-SAA-Half

huggingface.co
Total runs: 22
24-hour runs: 0
7-day runs: 1
30-day runs: 17
Model's Last Updated: October 11 2024

Introduction of Llama-3.1-8B-Instruct-SAA-Half

Model Details of Llama-3.1-8B-Instruct-SAA-Half

Llama-3.1-8B-Instruct-SAA-Half

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the bct_non_cot_dpo_500 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9151
  • Rewards/chosen: -0.0869
  • Rewards/rejected: -0.1296
  • Rewards/accuracies: 0.8400
  • Rewards/margins: 0.0426
  • Logps/rejected: -1.2958
  • Logps/chosen: -0.8695
  • Logits/rejected: -0.4842
  • Logits/chosen: -0.4099
  • Sft Loss: 0.1050
  • Odds Ratio Loss: 8.1010
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: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3.0
Training results
Framework versions
  • PEFT 0.12.0
  • Transformers 4.45.2
  • Pytorch 2.3.0
  • Datasets 2.19.0
  • Tokenizers 0.20.0

Runs of chchen Llama-3.1-8B-Instruct-SAA-Half on huggingface.co

22
Total runs
0
24-hour runs
2
3-day runs
1
7-day runs
17
30-day runs

More Information About Llama-3.1-8B-Instruct-SAA-Half huggingface.co Model

More Llama-3.1-8B-Instruct-SAA-Half license Visit here:

https://choosealicense.com/licenses/llama3.1

Llama-3.1-8B-Instruct-SAA-Half huggingface.co

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Llama-3.1-8B-Instruct-SAA-Half huggingface.co Url

https://huggingface.co/chchen/Llama-3.1-8B-Instruct-SAA-Half

chchen Llama-3.1-8B-Instruct-SAA-Half online free

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chchen Llama-3.1-8B-Instruct-SAA-Half online free url in huggingface.co:

https://huggingface.co/chchen/Llama-3.1-8B-Instruct-SAA-Half

Llama-3.1-8B-Instruct-SAA-Half install

Llama-3.1-8B-Instruct-SAA-Half is an open source model from GitHub that offers a free installation service, and any user can find Llama-3.1-8B-Instruct-SAA-Half on GitHub to install. At the same time, huggingface.co provides the effect of Llama-3.1-8B-Instruct-SAA-Half install, users can directly use Llama-3.1-8B-Instruct-SAA-Half installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Llama-3.1-8B-Instruct-SAA-Half install url in huggingface.co:

https://huggingface.co/chchen/Llama-3.1-8B-Instruct-SAA-Half

Url of Llama-3.1-8B-Instruct-SAA-Half

Llama-3.1-8B-Instruct-SAA-Half huggingface.co Url

Provider of Llama-3.1-8B-Instruct-SAA-Half huggingface.co

chchen
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