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NOVA 7 Decision Nex by cortex-ai-nova

By cortex-ai-nova · 20 downloads
HF Repo ↗ Copy URL

NOVA 7 Decision Nex is an open-source language model by cortex-ai-nova. Features: 4b LLM, VRAM: 0.1GB, LLM Explorer Score: 0.28.

  Arxiv:1910.09700 Base model:adapter:unsloth/qwe...   Base model:unsloth/qwen3.5-4b   Conversational   Lora   Peft   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/cortex-ai-nova/NOVA-7-Decision-Nex 

NOVA 7 Decision Nex Parameters and Internals

LLM NameNOVA 7 Decision Nex
Repository 🤗https://huggingface.co/cortex-ai-nova/NOVA-7-Decision-Nex 
Base Model(s)  unsloth/Qwen3.5-4B   unsloth/Qwen3.5-4B
Model Size4b
Required VRAM0.1 GB
Updated2026-10-28
Maintainercortex-ai-nova
Model Files  0.1 GB   0.1 GB
Model ArchitectureAutoModel
Model Max Length262144
Is Biasednone
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modules(|?|:|.|*|?|(|?|:|l|a|n|g|u|a|g|e|||t|e|x|t|)|.|*|?|(|?|:|s|e|l|f|_|a|t|t|n|||a|t|t|e|n|t|i|o|n|||a|t|t|n|||m|i|x|e|r|||m|l|p|||f|e|e|d|_|f|o|r|w|a|r|d|||f|f|n|||d|e|n|s|e|||m|i|x|e|r|)|.|*|?|\|.|(|?|:|q|k|v|||p|r|o|j|||l|i|n|e|a|r|_|f|c|1|||l|i|n|e|a|r|_|f|c|2|||o|u|t|_|p|r|o|j|||i|n|_|p|r|o|j|_|q|k|v|||i|n|_|p|r|o|j|_|z|||i|n|_|p|r|o|j|_|b|||i|n|_|p|r|o|j|_|a|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|||q|_|p|r|o|j|||k|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|)|)|||(|?|:|\|b|m|o|d|e|l|\|.|l|a|y|e|r|s|\|.|[|\|d|]|{|1|,|}|(|?|!|.|*|\|.|e|x|p|e|r|t|s|\|.|\|d|)|\|.|.|*|?|(|?|:|s|e|l|f|_|a|t|t|n|||a|t|t|e|n|t|i|o|n|||a|t|t|n|||m|i|x|e|r|||m|l|p|||f|e|e|d|_|f|o|r|w|a|r|d|||f|f|n|||d|e|n|s|e|||m|i|x|e|r|)|.|*|?|\|.|(|?|:|(|?|:|q|k|v|||p|r|o|j|||l|i|n|e|a|r|_|f|c|1|||l|i|n|e|a|r|_|f|c|2|||o|u|t|_|p|r|o|j|||i|n|_|p|r|o|j|_|q|k|v|||i|n|_|p|r|o|j|_|z|||i|n|_|p|r|o|j|_|b|||i|n|_|p|r|o|j|_|a|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|||q|_|p|r|o|j|||k|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|)|)|)
LoRA Alpha16
LoRA Dropout0
R Param16
Errorsreplace

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