igorktech / TinyIG

huggingface.co
Total runs: 127
24-hour runs: 0
7-day runs: 106
30-day runs: 115
Model's Last Updated: January 18 2024
text-generation

Introduction of TinyIG

Model Details of TinyIG

TinyIG

This model is a pre-trained version of LLama2 on the nampdn-ai/tiny-textbooks dataset.

Inspired by TinyStories .

It achieves the following results on the evaluation set:

  • Loss: 3.5677
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: 0.0005
  • train_batch_size: 2
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 4
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss
3.4647 2.02 30000 3.5677
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.0

Runs of igorktech TinyIG on huggingface.co

127
Total runs
0
24-hour runs
101
3-day runs
106
7-day runs
115
30-day runs

More Information About TinyIG huggingface.co Model

TinyIG huggingface.co

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

igorktech TinyIG online free

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

igorktech TinyIG online free url in huggingface.co:

https://huggingface.co/igorktech/TinyIG

TinyIG install

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

TinyIG install url in huggingface.co:

https://huggingface.co/igorktech/TinyIG

Url of TinyIG

Provider of TinyIG huggingface.co

igorktech
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