Ina-Developer / gemma-product-description

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: July 23 2025

Introduction of gemma-product-description

Model Details of gemma-product-description

Model Card for gemma-product-description

This model is a fine-tuned version of google/gemma-3-4b-pt . 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="Ina-Developer/gemma-product-description", device="cuda")
output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
print(output["generated_text"])
Training procedure

This model was trained with SFT.

Framework versions
  • TRL: 0.15.2
  • Transformers: 4.51.3
  • Pytorch: 2.7.0
  • Datasets: 3.6.0
  • Tokenizers: 0.21.1
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 Gallouédec},
    year         = 2020,
    journal      = {GitHub repository},
    publisher    = {GitHub},
    howpublished = {\url{https://github.com/huggingface/trl}}
}

Runs of Ina-Developer gemma-product-description on huggingface.co

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

More Information About gemma-product-description huggingface.co Model

gemma-product-description huggingface.co

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

gemma-product-description huggingface.co Url

https://huggingface.co/Ina-Developer/gemma-product-description

Ina-Developer gemma-product-description online free

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

Ina-Developer gemma-product-description online free url in huggingface.co:

https://huggingface.co/Ina-Developer/gemma-product-description

gemma-product-description install

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

gemma-product-description install url in huggingface.co:

https://huggingface.co/Ina-Developer/gemma-product-description

Url of gemma-product-description

gemma-product-description huggingface.co Url

Provider of gemma-product-description huggingface.co

Ina-Developer
ORGANIZATIONS

Other API from Ina-Developer