swarmagent-models

Model Card for Model ID

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Model Details

Model Description

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• Developed by: [SwarmAgents.codes (founder)]
• Model type: [SwarmAgents:custom]
• Finetuned from models: [Qwen2.5-Coder-1.5B, Qwen2.5-Math-1.5B, DeepSeek-R1-Distill-1.5B, Phi-4-mini-3.8B, Gemma-2-2B, Llama-3.2-3B, StableLM-3B, TinyLlama-1.1B, Pythia-2.8B, OpenLlama-3B, Danube3-4B, RedPajama-3B, Falcon-RW-1B, MiniCPM-2B,Qwen 3.6 35B (MoE), Qwen 3.6 27B Dense, Qwen 2.5 32B, Llama 3.1 8B, Gemma 2 27B, Magnum 72B, DeepSeek-R1-Distill-Qwen-14B, and Qwen2.5-14B-Instruct]

Uses:

for use within the swarmagents.codes system for local inference

How to Get Started with the Models

ollama:

ollama pull swarmagents/swarmagent-models:26b-a4b # Pulls SWARMAGENT-26B-A4B

ollama pull swarmagents/swarmagent-models:16.9b-q8 # Pulls SwarmAgent Core 16.9B Q8

ollama pull swarmagents/swarmagent-models:16.9b-q4 # Pulls SwarmAgent Core 16.9B Q4

ollama pull swarmagents/swarmagent-models:7b-a1b # Pulls SwarmAgent Hyper 7B MoE

ollama pull swarmagents/swarmagent-models:1b # Pulls SwarmAgent Hyper 1B]

Curl Command:

SWARMAGENT-26B-A4B (Gemma-4 MoE, ~4B active)

wget https://huggingface.co/swarmagents/swarmagent-models/resolve/main/SWARMAGENT-26B-A4B.gguf -O SWARMAGENT-26B-A4B.gguf

SwarmAgent Core 16.9B Q8 Precision

wget https://huggingface.co/swarmagents/swarmagent-models/resolve/main/swarmagent-core-16.9b.gguf -O swarmagent-core_q8.gguf

SwarmAgent Core 16.9B Q4 Balanced

wget https://huggingface.co/swarmagents/swarmagent-models/resolve/main/swarmagent-core-16.9b-q4.gguf -O swarmagent-core_q4.gguf

SwarmAgent Hyper MoE 7B (1B active)

wget https://huggingface.co/swarmagents/swarmagent-models/resolve/main/swarmagent-hyper-7b-a1b.gguf -O swarmagent-hyper-7b-a1b.gguf

SwarmAgent Hyper 1B

wget https://huggingface.co/swarmagents/swarmagent-models/resolve/main/swarmagent-hyper-1b.gguf -O swarmagent-hyper_1b.gguf