rishavranaut / Llama3_less_data_SUPNT

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Total runs: 0
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7-day runs: 0
30-day runs: -1
Model's Last Updated: October 25 2024

Introduction of Llama3_less_data_SUPNT

Model Details of Llama3_less_data_SUPNT

Llama3_less_data_SUPNT

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9354
  • Accuracy: 0.7867
  • Precision: 0.7443
  • Recall: 0.8733
  • F1 score: 0.8037
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: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 score
0.487 1.0 200 0.6341 0.7833 0.7640 0.82 0.7910
0.2565 2.0 400 0.7592 0.7833 0.7429 0.8667 0.8
0.1559 3.0 600 0.7008 0.79 0.7514 0.8667 0.8050
0.1054 4.0 800 0.8348 0.79 0.7486 0.8733 0.8062
0.051 5.0 1000 0.9354 0.7867 0.7443 0.8733 0.8037
Framework versions
  • PEFT 0.11.1
  • Transformers 4.44.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of rishavranaut Llama3_less_data_SUPNT on huggingface.co

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Llama3_less_data_SUPNT huggingface.co is an AI model on huggingface.co that provides Llama3_less_data_SUPNT's model effect (), which can be used instantly with this rishavranaut Llama3_less_data_SUPNT model. huggingface.co supports a free trial of the Llama3_less_data_SUPNT model, and also provides paid use of the Llama3_less_data_SUPNT. Support call Llama3_less_data_SUPNT model through api, including Node.js, Python, http.

Llama3_less_data_SUPNT huggingface.co Url

https://huggingface.co/rishavranaut/Llama3_less_data_SUPNT

rishavranaut Llama3_less_data_SUPNT online free

Llama3_less_data_SUPNT huggingface.co is an online trial and call api platform, which integrates Llama3_less_data_SUPNT's modeling effects, including api services, and provides a free online trial of Llama3_less_data_SUPNT, you can try Llama3_less_data_SUPNT online for free by clicking the link below.

rishavranaut Llama3_less_data_SUPNT online free url in huggingface.co:

https://huggingface.co/rishavranaut/Llama3_less_data_SUPNT

Llama3_less_data_SUPNT install

Llama3_less_data_SUPNT is an open source model from GitHub that offers a free installation service, and any user can find Llama3_less_data_SUPNT on GitHub to install. At the same time, huggingface.co provides the effect of Llama3_less_data_SUPNT install, users can directly use Llama3_less_data_SUPNT installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Llama3_less_data_SUPNT install url in huggingface.co:

https://huggingface.co/rishavranaut/Llama3_less_data_SUPNT

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