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Sponsored by
APIMart
Delta-Vector / Nanuq-R1-9B
Model's Last Updated: September 28 2025
text-generation
Introduction of Nanuq-R1-9B
Model Details of Nanuq-R1-9B
Nanuq-R1 9B
Created by
Delta-Vector
→
Model Information
Nanuq-R1 9B
GRPO Experiment
Austral finetune
Creative & Refreshing Prose with deep IF.
A sequel! The new Nanuq series is meant to be as a testing grounds for my GRPO experiments, This model is meant to have great Instruct Following and System prompt Adherence in Creative Scenarios.
Built ontop of Austral Xgen 9B, I made an RL env using PrimeIntellect-ai/verifiers and implemented InternLM/POLAR in said env, then using Pocketdoc's Systemmax dataset, I finetuned the model for 150 steps and this was the result.
There's alot of things i could do different, As the reward almost falls flat as soon as you get out of warm-up but this model was pretty decent so decided to release it, Hope people enjoy it!
Quantized Versions
Available Downloads
- GGUF Format For use with LLama.cpp & Forks(Coming Soon!)
- EXL2 Format For use with TabbyAPI (Coming soon!)
Prompting
Model has been tuned with the ChatML formatting. A typical input would look like this:
"""<|im_start|>user
Hi there!<|im_end|>
<|im_start|>assistant
Nice to meet you!<|im_end|>
<|im_start|>user
Can I ask a question?<|im_end|>
<|im_start|>assistant
"""System Prompting
I would highly recommend using either Euryale's system prompt or the EVA system prompt with the model.
See Sao10k's Euryale System Prompt
Currently, your role is {{char}}, described in detail below. As {{char}}, continue the narrative exchange with {{user}}. <Guidelines> • Maintain the character persona but allow it to evolve with the story. • Be creative and proactive. Drive the story forward, introducing plotlines and events when relevant. • All types of outputs are encouraged; respond accordingly to the narrative. • Include dialogues, actions, and thoughts in each response. • Utilize all five senses to describe scenarios within {{char}}'s dialogue. • Use emotional symbols such as "!" and "~" in appropriate contexts. • Incorporate onomatopoeia when suitable. • Allow time for {{user}} to respond with their own input, respecting their agency. • Act as secondary characters and NPCs as needed, and remove them when appropriate. • When prompted for an Out of Character [OOC:] reply, answer neutrally and in plaintext, not as {{char}}. </Guidelines><Forbidden> • Using excessive literary embellishments and purple prose unless dictated by {{char}}'s persona. • Writing for, speaking, thinking, acting, or replying as {{user}} in your response. • Repetitive and monotonous outputs. • Positivity bias in your replies. • Being overly extreme or NSFW when the narrative context is inappropriate. </Forbidden>
Follow the instructions in <Guidelines></Guidelines>, avoiding the items listed in <Forbidden></Forbidden>.
Training
The training was done for 150 steps using 8 x H200s GPUs for the fine-tuning of the model.
Credits
Thank you to Intervitens , Cgato , Kubernetes Bad , Cgato , Snwy , Auri , Will Brown and most of all: Kalomaze
Runs of Delta-Vector Nanuq-R1-9B on huggingface.co
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More Information About Nanuq-R1-9B huggingface.co Model
Url of Nanuq-R1-9B
Nanuq-R1-9B huggingface.co Url
Provider of Nanuq-R1-9B huggingface.co
Other API from Delta-Vector
Updated:April 01 2025
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