igorktech / outputs

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Model's Last Updated: October 29 2025

Introduction of outputs

Model Details of outputs

Model Card for outputs

This model is a fine-tuned version of unsloth/Llama-3.2-1B-Instruct . 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/outputs", 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: 0.23.0
  • Transformers: 4.56.2
  • Pytorch: 2.9.0a0+git1c57644
  • Datasets: 4.3.0
  • Tokenizers: 0.22.1
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 Gallou{\'e}dec},
    year         = 2020,
    journal      = {GitHub repository},
    publisher    = {GitHub},
    howpublished = {\url{https://github.com/huggingface/trl}}
}

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More Information About outputs huggingface.co Model

outputs huggingface.co

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

igorktech outputs online free

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

igorktech outputs online free url in huggingface.co:

https://huggingface.co/igorktech/outputs

outputs install

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

outputs install url in huggingface.co:

https://huggingface.co/igorktech/outputs

Url of outputs

Provider of outputs huggingface.co

igorktech
ORGANIZATIONS

Other API from igorktech

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