chchen / Llama-3.1-8B-Instruct-PsyCourse-doc-fold7

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 2
30-day runs: 16
Model's Last Updated: February 04 2025

Introduction of Llama-3.1-8B-Instruct-PsyCourse-doc-fold7

Model Details of Llama-3.1-8B-Instruct-PsyCourse-doc-fold7

Llama-3.1-8B-Instruct-PsyCourse-doc-fold7

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the course-doc-train-fold7 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1007
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: 0.0001
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 16
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 5.0
Training results
Training Loss Epoch Step Validation Loss
0.1825 0.3951 10 0.1811
0.0806 0.7901 20 0.1276
0.111 1.1852 30 0.1132
0.0667 1.5802 40 0.1080
0.098 1.9753 50 0.1052
0.0343 2.3704 60 0.1030
0.0541 2.7654 70 0.1025
0.1154 3.1605 80 0.1007
0.0901 3.5556 90 0.1010
0.0529 3.9506 100 0.1011
0.0544 4.3457 110 0.1010
0.0964 4.7407 120 0.1009
Framework versions
  • PEFT 0.12.0
  • Transformers 4.46.1
  • Pytorch 2.5.1+cu124
  • Datasets 3.1.0
  • Tokenizers 0.20.3

Runs of chchen Llama-3.1-8B-Instruct-PsyCourse-doc-fold7 on huggingface.co

18
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
16
30-day runs

More Information About Llama-3.1-8B-Instruct-PsyCourse-doc-fold7 huggingface.co Model

More Llama-3.1-8B-Instruct-PsyCourse-doc-fold7 license Visit here:

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

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https://huggingface.co/chchen/Llama-3.1-8B-Instruct-PsyCourse-doc-fold7

chchen Llama-3.1-8B-Instruct-PsyCourse-doc-fold7 online free

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Llama-3.1-8B-Instruct-PsyCourse-doc-fold7 install

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chchen
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