simonycl / llama-3.1-8b-instruct-ultrafeedback-agg-judge

huggingface.co
Total runs: 23
24-hour runs: 2
7-day runs: 1
30-day runs: 6
Model's Last Updated: September 01 2024
text-generation

Introduction of llama-3.1-8b-instruct-ultrafeedback-agg-judge

Model Details of llama-3.1-8b-instruct-ultrafeedback-agg-judge

llama-3.1-8b-instruct-agg-judge

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct on the simonycl/llama3.1-ultrafeedback-annotate-judge-5 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6258
  • Rewards/chosen: -2.9200
  • Rewards/rejected: -3.3645
  • Rewards/accuracies: 0.6640
  • Rewards/margins: 0.4445
  • Logps/rejected: -610.8331
  • Logps/chosen: -555.4608
  • Logits/rejected: -2.5388
  • Logits/chosen: -2.6870
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-07
  • train_batch_size: 1
  • eval_batch_size: 2
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 4
  • gradient_accumulation_steps: 32
  • total_train_batch_size: 128
  • total_eval_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Rewards/chosen Rewards/rejected Rewards/accuracies Rewards/margins Logps/rejected Logps/chosen Logits/rejected Logits/chosen
0.4967 0.8443 400 0.6258 -2.9200 -3.3645 0.6640 0.4445 -610.8331 -555.4608 -2.5388 -2.6870
Framework versions
  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of simonycl llama-3.1-8b-instruct-ultrafeedback-agg-judge on huggingface.co

23
Total runs
2
24-hour runs
2
3-day runs
1
7-day runs
6
30-day runs

More Information About llama-3.1-8b-instruct-ultrafeedback-agg-judge huggingface.co Model

More llama-3.1-8b-instruct-ultrafeedback-agg-judge license Visit here:

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

llama-3.1-8b-instruct-ultrafeedback-agg-judge huggingface.co

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https://huggingface.co/simonycl/llama-3.1-8b-instruct-ultrafeedback-agg-judge

simonycl llama-3.1-8b-instruct-ultrafeedback-agg-judge online free

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https://huggingface.co/simonycl/llama-3.1-8b-instruct-ultrafeedback-agg-judge

llama-3.1-8b-instruct-ultrafeedback-agg-judge install

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

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https://huggingface.co/simonycl/llama-3.1-8b-instruct-ultrafeedback-agg-judge

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simonycl
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Updated:January 14 2025