chchen / Llama-3.1-8B-Instruct-SFT-900

huggingface.co
Total runs: 11
24-hour runs: 1
7-day runs: 3
30-day runs: 11
Model's Last Updated: January 13 2025

Introduction of Llama-3.1-8B-Instruct-SFT-900

Model Details of Llama-3.1-8B-Instruct-SFT-900

Llama-3.1-8B-Instruct-SFT-900

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the bct_non_cot_sft_900 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1053
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: 10.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss
1.201 0.9877 50 1.0016
0.1407 1.9753 100 0.1513
0.0885 2.9630 150 0.1082
0.0743 3.9506 200 0.1068
0.0855 4.9383 250 0.1062
0.0571 5.9259 300 0.1058
0.063 6.9136 350 0.1054
0.0597 7.9012 400 0.1057
0.0694 8.8889 450 0.1053
0.0593 9.8765 500 0.1053
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-SFT-900 on huggingface.co

11
Total runs
1
24-hour runs
1
3-day runs
3
7-day runs
11
30-day runs

More Information About Llama-3.1-8B-Instruct-SFT-900 huggingface.co Model

More Llama-3.1-8B-Instruct-SFT-900 license Visit here:

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

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Llama-3.1-8B-Instruct-SFT-900 huggingface.co Url

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Llama-3.1-8B-Instruct-SFT-900 install

Llama-3.1-8B-Instruct-SFT-900 is an open source model from GitHub that offers a free installation service, and any user can find Llama-3.1-8B-Instruct-SFT-900 on GitHub to install. At the same time, huggingface.co provides the effect of Llama-3.1-8B-Instruct-SFT-900 install, users can directly use Llama-3.1-8B-Instruct-SFT-900 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/chchen/Llama-3.1-8B-Instruct-SFT-900

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chchen
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