brucoder / WINTER-FROST-3

huggingface.co
Total runs: 446
24-hour runs: 17
7-day runs: 26
30-day runs: 446
Model's Last Updated: September 28 2026
text-generation

Introduction of WINTER-FROST-3

Model Details of WINTER-FROST-3

Model Card for WINTER-FROST-3

This model is a fine-tuned version of brucoder/WINTER-FROST-2-PRO . 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="brucoder/WINTER-FROST-3", 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: 0.24.0
  • Transformers: 5.5.0
  • Pytorch: 2.11.0+cu128
  • Datasets: 4.3.0
  • Tokenizers: 0.22.2
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 brucoder WINTER-FROST-3 on huggingface.co

446
Total runs
17
24-hour runs
26
3-day runs
26
7-day runs
446
30-day runs

More Information About WINTER-FROST-3 huggingface.co Model

More WINTER-FROST-3 license Visit here:

https://choosealicense.com/licenses/apache-2.0

WINTER-FROST-3 huggingface.co

WINTER-FROST-3 huggingface.co is an AI model on huggingface.co that provides WINTER-FROST-3's model effect (), which can be used instantly with this brucoder WINTER-FROST-3 model. huggingface.co supports a free trial of the WINTER-FROST-3 model, and also provides paid use of the WINTER-FROST-3. Support call WINTER-FROST-3 model through api, including Node.js, Python, http.

WINTER-FROST-3 huggingface.co Url

https://huggingface.co/brucoder/WINTER-FROST-3

brucoder WINTER-FROST-3 online free

WINTER-FROST-3 huggingface.co is an online trial and call api platform, which integrates WINTER-FROST-3's modeling effects, including api services, and provides a free online trial of WINTER-FROST-3, you can try WINTER-FROST-3 online for free by clicking the link below.

brucoder WINTER-FROST-3 online free url in huggingface.co:

https://huggingface.co/brucoder/WINTER-FROST-3

WINTER-FROST-3 install

WINTER-FROST-3 is an open source model from GitHub that offers a free installation service, and any user can find WINTER-FROST-3 on GitHub to install. At the same time, huggingface.co provides the effect of WINTER-FROST-3 install, users can directly use WINTER-FROST-3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

WINTER-FROST-3 install url in huggingface.co:

https://huggingface.co/brucoder/WINTER-FROST-3

Url of WINTER-FROST-3

WINTER-FROST-3 huggingface.co Url

Provider of WINTER-FROST-3 huggingface.co

brucoder
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