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Octopus V2 GGUF by second-state

 »  All LLMs  »  second-state  »  Octopus V2 GGUF   URL Share it on

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  Android   Autotrain compatible   Base model:nexaai/octopus-v2 Base model:quantized:nexaai/oc...   Conversational   En   Function calling   Gemma   Gguf   On-device language model   Q2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/second-state/Octopus-v2-GGUF 

Octopus V2 GGUF Benchmarks

LLME Score: 0.1496
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Octopus V2 GGUF (second-state/Octopus-v2-GGUF)
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Octopus V2 GGUF Parameters and Internals

Model Type 
function calling, on-device language model, android
Input Output 
Input Format:
octopus Query: {input_text} Response:
LLM NameOctopus V2 GGUF
Repository 🤗https://huggingface.co/second-state/Octopus-v2-GGUF 
Model NameOctopus-V2-2B
Model CreatorNexaAIDev
Base Model(s)  Octopus V2   NexaAIDev/Octopus-v2
Model Size2b
Required VRAM1.2 GB
Updated2025-11-27
Maintainersecond-state
Model Typegemma
Model Files  1.2 GB   1.5 GB   1.4 GB   1.3 GB   1.6 GB   1.6 GB   1.6 GB   1.8 GB   1.8 GB   1.8 GB   2.1 GB   2.7 GB   10.0 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Vocabulary Size256022
Torch Data Typebfloat16

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Gemma Help Tiny Sft8K / 5.1 GB1321
Gemma 2B It Q4 K M GGUF8K / 1.6 GB20963
...mma 2b Sauerkraut Gguf Chunked8K / 0.1 GB1380
Note: green Score (e.g. "73.2") means that the model is better than second-state/Octopus-v2-GGUF.

Rank the Octopus V2 GGUF Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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