joelniklaus / batch-test-4

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 3
30-day runs: 19
Model's Last Updated: January 14 2026
image-to-text

Introduction of batch-test-4

Model Details of batch-test-4

Model Card for batch-test-4

This model is a fine-tuned version of google/gemma-3-27b-it . 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="joelniklaus/batch-test-4", 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: 0.26.2
  • Transformers: 4.57.3
  • Pytorch: 2.6.0+cu124
  • Datasets: 4.4.2
  • 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 joelniklaus batch-test-4 on huggingface.co

19
Total runs
0
24-hour runs
0
3-day runs
3
7-day runs
19
30-day runs

More Information About batch-test-4 huggingface.co Model

batch-test-4 huggingface.co

batch-test-4 huggingface.co is an AI model on huggingface.co that provides batch-test-4's model effect (), which can be used instantly with this joelniklaus batch-test-4 model. huggingface.co supports a free trial of the batch-test-4 model, and also provides paid use of the batch-test-4. Support call batch-test-4 model through api, including Node.js, Python, http.

joelniklaus batch-test-4 online free

batch-test-4 huggingface.co is an online trial and call api platform, which integrates batch-test-4's modeling effects, including api services, and provides a free online trial of batch-test-4, you can try batch-test-4 online for free by clicking the link below.

joelniklaus batch-test-4 online free url in huggingface.co:

https://huggingface.co/joelniklaus/batch-test-4

batch-test-4 install

batch-test-4 is an open source model from GitHub that offers a free installation service, and any user can find batch-test-4 on GitHub to install. At the same time, huggingface.co provides the effect of batch-test-4 install, users can directly use batch-test-4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

batch-test-4 install url in huggingface.co:

https://huggingface.co/joelniklaus/batch-test-4

Url of batch-test-4

Provider of batch-test-4 huggingface.co

joelniklaus
ORGANIZATIONS

Other API from joelniklaus