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Couture Engine 31B V1.0 Lora by aifeifei798

By aifeifei798 · 23 downloads
HF Repo ↗ Copy URL

Couture Engine 31B V1.0 Lora is an open-source language model by aifeifei798. Features: 31b LLM, VRAM: 0.5GB, License: apache-2.0, Quantized.

  Aerospace-engineering   Any-to-any   Architecture-design   Automotive-design Base model:adapter:google/gemm... Base model:google/gemma-4-31b-...   Biomechanics   Blender-integration   Cad   Conversational   Deterministic-solver   Finite-element-analysis   Gemma   Gemma4   Gltf   Google   Haute-couture   Image-text-to-text   Industrial-design   Lora   Material-generation   Mesh-generation   Multimodal-design   Omniverse   Open-weights   Pbr-materials   Peft   Physics-simulation   Pinn   Pytorch   Q4   Q4 0   Quantized   Region:us   Safetensors   Sft   Spatial-computing   Stl   Topology-optimization   Trl   Unreal-engine   Unsloth   Wearable-tech
Model Card on HF 🤗: https://huggingface.co/aifeifei798/Couture-Engine-31B-v1.0-lora 

Couture Engine 31B V1.0 Lora Parameters and Internals

LLM NameCouture Engine 31B V1.0 Lora
Repository 🤗https://huggingface.co/aifeifei798/Couture-Engine-31B-v1.0-lora 
Base Model(s)  ... 4 31B It Qat Q4 0 Unquantized   google/gemma-4-31B-it-qat-q4_0-unquantized
Model Size31b
Required VRAM0.5 GB
Updated2026-08-09
Maintaineraifeifei798
Model Files  0.5 GB
Quantization Typeq4|q4_0
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<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|)|.|*|?|(|?|:|l|i|n|e|a|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|)|\|.|(|?|:|(|?|:|l|i|n|e|a|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

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