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Octopus V2 by NexaAIDev

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  Arxiv:2404.01744   Arxiv:2404.11459   Arxiv:2404.19296   Android   Autotrain compatible Base model:finetune:google/gem...   Base model:google/gemma-2b   Conversational   En   Function calling   Gemma   On-device language model   Region:us   Safetensors   Sharded   Tensorflow

Octopus V2 Benchmarks

LLME Score: 0.31282
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Octopus V2 Parameters and Internals

LLM NameOctopus V2
Repository 🤗https://huggingface.co/NexaAIDev/Octopus-v2 
Base Model(s)  Gemma 2B   google/gemma-2b
Model Size2b
Required VRAM5.1 GB
Updated2024-10-18
MaintainerNexaAIDev
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256022
Torch Data Typebfloat16
Octopus V2 (NexaAIDev/Octopus-v2)

Quantized Models of the Octopus V2

Model
Likes
Downloads
VRAM
Octopus V2 GGUF65581 GB

Best Alternatives to Octopus V2

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 1.1 2B It8K / 5.1 GB64796150
Codegemma 2B8K / 5.1 GB480069
Gemma Ko 1.1 2B It8K / 5.1 GB18111
2B Or Not 2B8K / 5.1 GB6722
EMO 2B8K / 5.1 GB37691
Gemma 2B Ko V08K / 5 GB18650
Gemma 2B Data Std8K / 5.1 GB37061
Gemma 2B 10M8K / 10 GB86221
Gemma 2B Ko Dev Pbmt1928K / 5 GB18781
LION Gemma 2B Sft V1.08K / 5.1 GB90
Note: green Score (e.g. "73.2") means that the model is better than NexaAIDev/Octopus-v2.

Rank the Octopus V2 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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Release v2024072803
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