Sponsored by APIMart
Toolify Toolify logo
AI Models
uncertainty-sft-correct-ambiguous-mixed-clear

SaketR1 / uncertainty-sft-correct-ambiguous-mixed-clear

Run on huggingface.co
huggingface.co
Total runs: 131
24-hour runs: 0
7-day runs: -72
30-day runs: -563
Model's Last Updated: June 21 2026
image-text-to-text

Introduction of uncertainty-sft-correct-ambiguous-mixed-clear

Model Details of uncertainty-sft-correct-ambiguous-mixed-clear

Model Card for uncertainty-sft-correct-ambiguous-mixed-clear

This model is a fine-tuned version of Qwen/Qwen3.5-2B . 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="SaketR1/uncertainty-sft-correct-ambiguous-mixed-clear", 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: 1.6.0
  • Transformers: 5.13.0.dev0
  • Pytorch: 2.11.0+cu128
  • Datasets: 5.0.0
  • 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}
}

Runs of SaketR1 uncertainty-sft-correct-ambiguous-mixed-clear on huggingface.co

131
Total runs
0
24-hour runs
4
3-day runs
-72
7-day runs
-563
30-day runs

More Information About uncertainty-sft-correct-ambiguous-mixed-clear huggingface.co Model

uncertainty-sft-correct-ambiguous-mixed-clear huggingface.co

uncertainty-sft-correct-ambiguous-mixed-clear huggingface.co is an AI model on huggingface.co that provides uncertainty-sft-correct-ambiguous-mixed-clear's model effect (), which can be used instantly with this SaketR1 uncertainty-sft-correct-ambiguous-mixed-clear model. huggingface.co supports a free trial of the uncertainty-sft-correct-ambiguous-mixed-clear model, and also provides paid use of the uncertainty-sft-correct-ambiguous-mixed-clear. Support call uncertainty-sft-correct-ambiguous-mixed-clear model through api, including Node.js, Python, http.

uncertainty-sft-correct-ambiguous-mixed-clear huggingface.co Url

https://huggingface.co/SaketR1/uncertainty-sft-correct-ambiguous-mixed-clear

SaketR1 uncertainty-sft-correct-ambiguous-mixed-clear online free

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

SaketR1 uncertainty-sft-correct-ambiguous-mixed-clear online free url in huggingface.co:

https://huggingface.co/SaketR1/uncertainty-sft-correct-ambiguous-mixed-clear

uncertainty-sft-correct-ambiguous-mixed-clear install

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

uncertainty-sft-correct-ambiguous-mixed-clear install url in huggingface.co:

https://huggingface.co/SaketR1/uncertainty-sft-correct-ambiguous-mixed-clear

Url of uncertainty-sft-correct-ambiguous-mixed-clear

uncertainty-sft-correct-ambiguous-mixed-clear huggingface.co Url

Provider of uncertainty-sft-correct-ambiguous-mixed-clear huggingface.co

SaketR1
ORGANIZATIONS
huggingface.co

Other API from SaketR1

 huggingface.co
SaketR1/scc_rm

Total runs: 32
Run Growth: 14
Growth Rate: 43.75%
Updated:November 28 2025
huggingface.co
SaketR1/bias-grpo-rm

Total runs: 26
Run Growth: -11
Growth Rate: -42.31%
Updated:November 28 2025
huggingface.co
SaketR1/more_scc_rm

Total runs: 21
Run Growth: 3
Growth Rate: 14.29%
Updated:December 10 2025
huggingface.co
SaketR1/fresh_qa_rm

Total runs: 19
Run Growth: 6
Growth Rate: 31.58%
Updated:November 25 2025
huggingface.co
SaketR1/bias-dpo-uq

Total runs: 7
Run Growth: -9
Growth Rate: -128.57%
Updated:October 23 2025
huggingface.co
SaketR1/biasdpo-v3

Total runs: 6
Run Growth: 4
Growth Rate: 66.67%
Updated:October 08 2025
huggingface.co
SaketR1/ai4mars

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 22 2025
huggingface.co
SaketR1/bias-gspo

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:February 17 2026