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Nomi 2 by JallyAI

By JallyAI · 143 downloads
HF Repo ↗ Copy URL

Nomi 2 is an open-source language model by JallyAI. Features: 4b LLM, VRAM: 9.3GB, License: apache-2.0.

Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3.5-4b   Conversational   Efficient   Endpoints compatible   Image-text-to-text   Lazyloopstudio   Lora   Nomi   Nomi2   Qwen   Qwen3.5   Qwen3 5   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/JallyAI/Nomi-2 

Nomi 2 Parameters and Internals

LLM NameNomi 2
Repository 🤗https://huggingface.co/JallyAI/Nomi-2 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM9.3 GB
Updated2026-08-09
MaintainerJallyAI
Model Files  0.1 GB   5.3 GB: 1-of-2   4.0 GB: 2-of-2   0.0 GB
Model ArchitectureAutoModelForMultimodalLM
Licenseapache-2.0
Model Max Length262144
Is Biasednone
Tokenizer ClassTokenizersBackend
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|_|p|r|o|j|||k|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|)|)|||(|?|:|\|b|m|o|d|e|l|\|.|l|a|y|e|r|s|\|.|[|\|d|]|{|1|,|}|\|.|(|?|:|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|_|p|r|o|j|||k|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|)|)|)
LoRA Alpha32
LoRA Dropout0
R Param16
Errorsreplace

Quantized Models of the Nomi 2

Model
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VRAM
Nomi 2 GGUF17550 GB