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Forma Uiux Auditor by EgoisticCoder

By EgoisticCoder · 25 downloads

Forma Uiux Auditor is an open-source language model by EgoisticCoder. Features: 7b LLM, VRAM: 0.2GB, Quantized, Instruction-Based, LLM Explorer Score: 0.28.

  Arxiv:1910.09700   4bit Base model:adapter:unsloth/qwe... Base model:unsloth/qwen2.5-vl-...   Conversational   Instruct   Lora   Peft   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

Forma Uiux Auditor Parameters and Internals

LLM NameForma Uiux Auditor
Repository πŸ€—https://huggingface.co/EgoisticCoder/forma-uiux-auditor 
Base Model(s)  unsloth/Qwen2.5-VL-7B-Instruct-bnb-4bit   unsloth/Qwen2.5-VL-7B-Instruct-bnb-4bit
Model Size7b
Required VRAM0.2 GB
Updated2026-10-07
MaintainerEgoisticCoder
Instruction-BasedYes
Model Files  0.2 GB
Quantization Type4bit
Model ArchitectureAutoModel
Model Max Length32768
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|_|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|,|}|(|?|!|.|*|\|.|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|_|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

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