Instructions to use CyberNative-AI/Colibri_8b_v0.1_q5_gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use CyberNative-AI/Colibri_8b_v0.1_q5_gguf with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M
# Run inference directly in the terminal:
./llama-cli -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M

Use Docker

docker model run hf.co/CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M

LM Studio
Jan
Ollama
How to use CyberNative-AI/Colibri_8b_v0.1_q5_gguf with Ollama:
```
ollama run hf.co/CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M
```

Unsloth Studio

How to use CyberNative-AI/Colibri_8b_v0.1_q5_gguf with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for CyberNative-AI/Colibri_8b_v0.1_q5_gguf to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for CyberNative-AI/Colibri_8b_v0.1_q5_gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for CyberNative-AI/Colibri_8b_v0.1_q5_gguf to start chatting

Docker Model Runner
How to use CyberNative-AI/Colibri_8b_v0.1_q5_gguf with Docker Model Runner:
```
docker model run hf.co/CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M
```

Lemonade

How to use CyberNative-AI/Colibri_8b_v0.1_q5_gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull CyberNative-AI/Colibri_8b_v0.1_q5_gguf:Q5_K_M

Run and chat with the model

lemonade run user.Colibri_8b_v0.1_q5_gguf-Q5_K_M

List all available models

lemonade list

Atomic Chat

Llama 3 Colibri 8B v0.1 Q5 GGUF

Built with Meta Llama 3

This is a Q5 GGUF quantization of Llama 3 Colibri 8B v0.1.

Provenance limitation

The source model card previously claimed a training corpus of around 35k Q/A pairs derived from cybersecurity-related texts. CyberNative AI cannot currently evidence the source corpus, source URLs, rights holders, licenses, or transformation records for those pairs. Provenance is unverified. Do not infer a rights basis for those pairs from this card.

Known-risk and acceptable-use notice

Repository records previously reported Dolphin 2.9 Llama 3 8B as the upstream model for the source model, but CyberNative AI cannot currently verify that lineage from a primary training or weight-lineage record. Its public model card describes it as uncensored; conservatively, this model may produce unsafe, inaccurate, or inappropriate cybersecurity content. Do not use it for illegal, malicious, or harmful activity. Use of Meta Llama 3 is subject to the Meta Llama 3 Acceptable Use Policy.

License and notice

The Meta Llama 3 Community License Agreement is distributed with this repository. The required attribution is in NOTICE.

Contact

CyberNative AI LLC — hello@cybernative.ai

We also run a fixed-price document-to-CSV extraction service: https://cybernative.ai/services/documents-to-csv/

Downloads last month: 691

GGUF

Model size

8B params

Architecture

llama

Hardware compatibility

5-bit

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