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
- llama.cpp
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
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -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
- Llama new
- 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 Desktop
- 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
Download README.md from CyberNative-AI/Colibri_8b_v0.1_q5_gguf: direct link, hf CLI and curl.
- Browser
- Download file 2.81 kB
-
https://huggingface.co/CyberNative-AI/Colibri_8b_v0.1_q5_gguf/resolve/main/README.md
- Command line
-
hf download hf://CyberNative-AI/Colibri_8b_v0.1_q5_gguf/README.md
-
curl -L -o README.md https://huggingface.co/CyberNative-AI/Colibri_8b_v0.1_q5_gguf/resolve/main/README.md
license: llama3
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.
What you download, and how to prompt it
One file, colibri_ggml-model-Q5_K_M.gguf, 5,732,999,488 bytes. The GGUF header reports architecture llama, 8,030,277,632 parameters, a context length of 8192, and an end-of-turn token of <|im_end|>.
Prompts use ChatML, not the stock Llama 3 instruct format:
<|im_start|>system
You are Colibri, an advanced cybersecurity AI assistant developed by CyberNative AI.<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
That template is also embedded in the file, so a runner that reads the GGUF chat template applies it for you; if yours does not, set the format above and stop generation on <|im_end|>.
Every number in this section comes from the file's own header:
curl -sL https://huggingface.co/api/models/CyberNative-AI/Colibri_8b_v0.1_q5_gguf | jq .gguf
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