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Colibri 8B V0.1 by CyberNative-AI

 »  All LLMs  »  CyberNative-AI  »  Colibri 8B V0.1   URL Share it on

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  Autotrain compatible   Base   Conversational   Cybersec   Cybersecurity   En   Endpoints compatible   Llama   Llama3   Region:us   Safetensors   Security   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/CyberNative-AI/Colibri_8b_v0.1 

Colibri 8b V0.1 Benchmarks

LLME Score: 0.18784
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Colibri 8B V0.1 (CyberNative-AI/Colibri_8b_v0.1)

Colibri 8B V0.1 Parameters and Internals

Model Type 
text generation, conversational AI
Use Cases 
Areas:
cybersecurity
Applications:
conversational AI for cybersecurity
Primary Use Cases:
interactive cybersecurity assistant
Supported Languages 
en (proficient)
Training Details 
Data Sources:
cybersecurity related texts
Data Volume:
35k Q/A pairs
Methodology:
Fine-tuned on dolphin-2.9-llama3-8b using FFT on all parameters
Training Time:
3 hours
Hardware Used:
single A100 80gb
Model Architecture:
Llama3
Input Output 
Input Format:
ChatML prompt template
Accepted Modalities:
text
Output Format:
text-based responses
LLM NameColibri 8b V0.1
Repository 🤗https://huggingface.co/CyberNative-AI/Colibri_8b_v0.1 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerCyberNative-AI
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128258
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than CyberNative-AI/Colibri_8b_v0.1.

Rank the Colibri 8B V0.1 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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