---
license: apache-2.0
---

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->

This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->



- **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**