boda / hs768-nh8-nl6_custom

huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: March 14 2024
text-classification

Introduction of hs768-nh8-nl6_custom

Model Details of hs768-nh8-nl6_custom

hs768-nh8-nl6_custom

This model is a fine-tuned version of on the massive dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8447
  • Accuracy: 0.8107
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: 0.0002
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 15
Training results
Training Loss Epoch Step Validation Loss Accuracy
2.2446 1.39 500 1.0132 0.7545
0.7535 2.78 1000 0.8275 0.7978
0.4061 4.17 1500 0.8179 0.8185
0.2523 5.56 2000 0.8394 0.8347
0.1795 6.94 2500 0.9036 0.8392
0.12 8.33 3000 1.0310 0.8337
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.14.0

Runs of boda hs768-nh8-nl6_custom on huggingface.co

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

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hs768-nh8-nl6_custom huggingface.co is an AI model on huggingface.co that provides hs768-nh8-nl6_custom's model effect (), which can be used instantly with this boda hs768-nh8-nl6_custom model. huggingface.co supports a free trial of the hs768-nh8-nl6_custom model, and also provides paid use of the hs768-nh8-nl6_custom. Support call hs768-nh8-nl6_custom model through api, including Node.js, Python, http.

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https://huggingface.co/boda/hs768-nh8-nl6_custom

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https://huggingface.co/boda/hs768-nh8-nl6_custom

hs768-nh8-nl6_custom install

hs768-nh8-nl6_custom is an open source model from GitHub that offers a free installation service, and any user can find hs768-nh8-nl6_custom on GitHub to install. At the same time, huggingface.co provides the effect of hs768-nh8-nl6_custom install, users can directly use hs768-nh8-nl6_custom installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hs768-nh8-nl6_custom install url in huggingface.co:

https://huggingface.co/boda/hs768-nh8-nl6_custom

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Updated:September 18 2023