chchen / Llama-3.1-8B-Instruct-PsyCourse-doc-fold1

huggingface.co
Total runs: 12
24-hour runs: -1
7-day runs: -1
30-day runs: 6
Model's Last Updated: February 05 2025

Introduction of Llama-3.1-8B-Instruct-PsyCourse-doc-fold1

Model Details of Llama-3.1-8B-Instruct-PsyCourse-doc-fold1

Llama-3.1-8B-Instruct-PsyCourse-doc-fold1

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the course-doc-train-fold1 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0762
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
0.1808 0.3951 10 0.1560
0.0381 0.7901 20 0.1022
0.0724 1.1852 30 0.0880
0.0846 1.5802 40 0.0821
0.1173 1.9753 50 0.0794
0.0746 2.3704 60 0.0781
0.0663 2.7654 70 0.0775
0.0749 3.1605 80 0.0765
0.0336 3.5556 90 0.0765
0.0701 3.9506 100 0.0762
0.0415 4.3457 110 0.0763
0.0748 4.7407 120 0.0763
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-fold1 on huggingface.co

12
Total runs
-1
24-hour runs
-2
3-day runs
-1
7-day runs
6
30-day runs

More Information About Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 huggingface.co Model

More Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 license Visit here:

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

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https://huggingface.co/chchen/Llama-3.1-8B-Instruct-PsyCourse-doc-fold1

chchen Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 online free

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Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 install

Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 is an open source model from GitHub that offers a free installation service, and any user can find Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 on GitHub to install. At the same time, huggingface.co provides the effect of Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 install, users can directly use Llama-3.1-8B-Instruct-PsyCourse-doc-fold1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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chchen
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