FlameF0X / LFM2.5-1.2B-Thinking-CodeX

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Model's Last Updated: June 01 2026
text-generation

Introduction of LFM2.5-1.2B-Thinking-CodeX

Model Details of LFM2.5-1.2B-Thinking-CodeX

Model Card for LFM2.5-1.2B-Thinking-CodeX

This model is a fine-tuned version of LiquidAI/LFM2.5-1.2B-Thinking . 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="FlameF0X/LFM2.5-1.2B-Thinking-CodeX", 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: 1.2.0
  • Transformers: 5.0.0
  • Pytorch: 2.10.0+cu128
  • Datasets: 4.8.4
  • Tokenizers: 0.22.2
Citations

Cite TRL as:

@software{vonwerra2020trl,
  title   = {{TRL: Transformers Reinforcement Learning}},
  author  = {von Werra, Leandro and Belkada, Younes and Tunstall, Lewis and Beeching, Edward and Thrush, Tristan and Lambert, Nathan and Huang, Shengyi and Rasul, Kashif and Gallouédec, Quentin},
  license = {Apache-2.0},
  url     = {https://github.com/huggingface/trl},
  year    = {2020}
}

Runs of FlameF0X LFM2.5-1.2B-Thinking-CodeX on huggingface.co

386
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0
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30-day runs

More Information About LFM2.5-1.2B-Thinking-CodeX huggingface.co Model

More LFM2.5-1.2B-Thinking-CodeX license Visit here:

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

LFM2.5-1.2B-Thinking-CodeX huggingface.co

LFM2.5-1.2B-Thinking-CodeX huggingface.co is an AI model on huggingface.co that provides LFM2.5-1.2B-Thinking-CodeX's model effect (), which can be used instantly with this FlameF0X LFM2.5-1.2B-Thinking-CodeX model. huggingface.co supports a free trial of the LFM2.5-1.2B-Thinking-CodeX model, and also provides paid use of the LFM2.5-1.2B-Thinking-CodeX. Support call LFM2.5-1.2B-Thinking-CodeX model through api, including Node.js, Python, http.

LFM2.5-1.2B-Thinking-CodeX huggingface.co Url

https://huggingface.co/FlameF0X/LFM2.5-1.2B-Thinking-CodeX

FlameF0X LFM2.5-1.2B-Thinking-CodeX online free

LFM2.5-1.2B-Thinking-CodeX huggingface.co is an online trial and call api platform, which integrates LFM2.5-1.2B-Thinking-CodeX's modeling effects, including api services, and provides a free online trial of LFM2.5-1.2B-Thinking-CodeX, you can try LFM2.5-1.2B-Thinking-CodeX online for free by clicking the link below.

FlameF0X LFM2.5-1.2B-Thinking-CodeX online free url in huggingface.co:

https://huggingface.co/FlameF0X/LFM2.5-1.2B-Thinking-CodeX

LFM2.5-1.2B-Thinking-CodeX install

LFM2.5-1.2B-Thinking-CodeX is an open source model from GitHub that offers a free installation service, and any user can find LFM2.5-1.2B-Thinking-CodeX on GitHub to install. At the same time, huggingface.co provides the effect of LFM2.5-1.2B-Thinking-CodeX install, users can directly use LFM2.5-1.2B-Thinking-CodeX installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

LFM2.5-1.2B-Thinking-CodeX install url in huggingface.co:

https://huggingface.co/FlameF0X/LFM2.5-1.2B-Thinking-CodeX

Url of LFM2.5-1.2B-Thinking-CodeX

LFM2.5-1.2B-Thinking-CodeX huggingface.co Url

Provider of LFM2.5-1.2B-Thinking-CodeX huggingface.co

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