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Swarm Sovereign 12B by LiamVisionary

By LiamVisionary · 164 downloads
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Swarm Sovereign 12B is an open-source language model by LiamVisionary. Features: 12b LLM, VRAM: 24GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.24.

Base model:google/gemma-4-12b-... Base model:quantized:google/ge...   Chat   Conversational   Endpoints compatible   Gemma4   Gemma4 unified   Gguf   Hivemindos   Llama.cpp   Q4   Quantized   Region:us   Safetensors   Sharded   Swarm-sovereign   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LiamVisionary/swarm-sovereign-12b 

Swarm Sovereign 12B Parameters and Internals

LLM NameSwarm Sovereign 12B
Repository 🤗https://huggingface.co/LiamVisionary/swarm-sovereign-12b 
Model NameSwarm Sovereign 12B
Base Model(s)  Gemma 4 12B It   google/gemma-4-12B-it
Model Size12b
Required VRAM24 GB
Updated2026-08-01
MaintainerLiamVisionary
Model Typegemma4_unified
Model Files  5.0 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   5.0 GB: 4-of-5   4.1 GB: 5-of-5   7.4 GB
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k
Model ArchitectureGemma4UnifiedForConditionalGeneration
Licenseapache-2.0
Transformers Version5.10.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>

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Note: green Score (e.g. "73.2") means that the model is better than LiamVisionary/swarm-sovereign-12b.