rishavranaut / QWEN_less_data_SUDT

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30-day runs: -1
Model's Last Updated: October 27 2024

Introduction of QWEN_less_data_SUDT

Model Details of QWEN_less_data_SUDT

QWEN_less_data_SUDT

This model is a fine-tuned version of Qwen/Qwen2-7B on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8036
  • Accuracy: 0.75
  • Precision: 0.7517
  • Recall: 0.7467
  • F1 score: 0.7492
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
0.9827 1.0 200 0.9324 0.6567 0.6374 0.7267 0.6791
0.6131 2.0 400 0.9107 0.7 0.7586 0.5867 0.6617
0.4309 3.0 600 0.7894 0.7133 0.7222 0.6933 0.7075
0.2912 4.0 800 0.8766 0.7233 0.7965 0.6 0.6844
0.1993 5.0 1000 0.8036 0.75 0.7517 0.7467 0.7492
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 QWEN_less_data_SUDT on huggingface.co

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

QWEN_less_data_SUDT huggingface.co Url

https://huggingface.co/rishavranaut/QWEN_less_data_SUDT

rishavranaut QWEN_less_data_SUDT online free

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

rishavranaut QWEN_less_data_SUDT online free url in huggingface.co:

https://huggingface.co/rishavranaut/QWEN_less_data_SUDT

QWEN_less_data_SUDT install

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

QWEN_less_data_SUDT install url in huggingface.co:

https://huggingface.co/rishavranaut/QWEN_less_data_SUDT

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QWEN_less_data_SUDT huggingface.co Url

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