igorktech / talant-tiny4-sft

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Introduction of talant-tiny4-sft

Model Details of talant-tiny4-sft

Model Card for talant-tiny4-sft

This model is a fine-tuned version of Vikhrmodels/Vikhr-Qwen-2.5-0.5b-Instruct on the prompt-compressor dataset. 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/talant-tiny4-sft", 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: 0.29.1
  • Transformers: 5.0.0
  • Pytorch: 2.10.0+cu128
  • Datasets: 3.6.0
  • 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}
}

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