igorktech / Custom4

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: August 06 2025
text-generation

Introduction of Custom4

Model Details of Custom4

Model Card for Custom4

This model is a fine-tuned version of igorktech/gemma-3n-E2B-it-language . It has been trained using TRL .

Quick start
from transformers import pipeline

question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
generator = pipeline("text-generation", model="igorktech/Custom4", device="cuda")
output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
print(output["generated_text"])
Training procedure

Visualize in Weights & Biases

This model was trained with SFT.

Framework versions
  • TRL: 0.21.0
  • Transformers: 4.56.0.dev0
  • Pytorch: 2.6.0
  • Datasets: 3.6.0
  • Tokenizers: 0.21.2
Citations

Cite TRL as:

@misc{vonwerra2022trl,
    title        = {{TRL: Transformer Reinforcement Learning}},
    author       = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
    year         = 2020,
    journal      = {GitHub repository},
    publisher    = {GitHub},
    howpublished = {\url{https://github.com/huggingface/trl}}
}

Runs of igorktech Custom4 on huggingface.co

13
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About Custom4 huggingface.co Model

Custom4 huggingface.co

Custom4 huggingface.co is an AI model on huggingface.co that provides Custom4's model effect (), which can be used instantly with this igorktech Custom4 model. huggingface.co supports a free trial of the Custom4 model, and also provides paid use of the Custom4. Support call Custom4 model through api, including Node.js, Python, http.

igorktech Custom4 online free

Custom4 huggingface.co is an online trial and call api platform, which integrates Custom4's modeling effects, including api services, and provides a free online trial of Custom4, you can try Custom4 online for free by clicking the link below.

igorktech Custom4 online free url in huggingface.co:

https://huggingface.co/igorktech/Custom4

Custom4 install

Custom4 is an open source model from GitHub that offers a free installation service, and any user can find Custom4 on GitHub to install. At the same time, huggingface.co provides the effect of Custom4 install, users can directly use Custom4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Custom4 install url in huggingface.co:

https://huggingface.co/igorktech/Custom4

Url of Custom4

Provider of Custom4 huggingface.co

igorktech
ORGANIZATIONS

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