Pluto-Genesis-0.6B-GGUF

Pluto-Genesis-0.6B-GGUF

GGUF quantizations of Pluto-Genesis-0.6B, an instruction-tuned language model built on Qwen3-0.6B.

🤗 Original Transformers Model
https://huggingface.co/Siddh07ETH/Pluto-Genesis-0.6B

The original repository contains the FP16 model, training details, benchmarks, tokenizer, and Transformers checkpoints.

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Model Links

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Overview

Pluto-Genesis-0.6B-GGUF provides optimized GGUF quantizations of the Pluto-Genesis-0.6B language model for efficient local inference.

These models are fully compatible with modern GGUF runtimes including:

• llama.cpp
• Ollama
• LM Studio
• Jan
• KoboldCpp
• text-generation-webui
• GPT4All
• Any GGUF-compatible inference engine

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Available Quantizations

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Quantization Guide

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Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

<p align="center"> <img src="./quant.png" width="50%"> </p>

Quick Start

llama.cpp

Download the recommended Q5_K_M model:

huggingface-cli download Siddh07ETH/Pluto-Genesis-0.6B-GGUF \
Pluto-Genesis-0.6B-Q5_K_M.gguf \
--local-dir ./models

Run inference:

llama-cli \
-m ./models/Pluto-Genesis-0.6B-Q5_K_M.gguf \
-p "<|im_start|>user
Explain quantum computing in simple terms.
<|im_end|>
<|im_start|>assistant" \
-n 256

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Ollama

Create the model:

ollama create pluto-genesis-0.6b -f Modelfile

Run:

ollama run pluto-genesis-0.6b

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Compatibility

These GGUF files have been generated for use with:

• llama.cpp
• Ollama
• LM Studio
• Jan
• KoboldCpp
• GPT4All
• text-generation-webui

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Conversion Details

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File Integrity

SHA-256 hashes for every GGUF file are available in:

CHECKSUMS.txt

Verify downloaded files before deployment for maximum integrity.

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License

This project is distributed under the Apache License 2.0.

Please also review the license of the original base model:

• Qwen/Qwen3-0.6B

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📄 Research Paper

The methodology and benchmark evaluation for Pluto-Genesis are described in the accompanying research paper.

DOI: https://doi.org/10.5281/zenodo.21368749

Citation

If you use Pluto-Genesis in your research or applications, please cite:

@misc{pluto-genesis,
  title={Pluto-Genesis-0.6B},
  author={Siddh07ETH},
  year={2026},
  publisher={Hugging Face},
  howpublished={https://huggingface.co/Siddh07ETH/Pluto-Genesis-0.6B}
}

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Author

Siddh07ETH

• 🤗 Original Model: https://huggingface.co/Siddh07ETH/Pluto-Genesis-0.6B
• 🤗 GGUF Repository: https://huggingface.co/Siddh07ETH/Pluto-Genesis-0.6B-GGUF

Built with Qwen3-0.6B, llama.cpp, and the open-source AI ecosystem.