Octopus V2 by NexaAIDev

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  Arxiv:2404.01744   Android   Autotrain compatible   Base model:google/gemma-2b   Conversational   En   Function calling   Gemma   Has space   License:cc-by-nc-4.0   On-device language model   Region:us   Safetensors   Sharded   Tensorflow

Rank the Octopus V2 Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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  
Octopus V2 (NexaAIDev/Octopus-v2)

Quantized Models of the Octopus V2

Model
Likes
Downloads
VRAM
Octopus V2 GGUF49671 GB

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...emma Code Instruction Finetune8K / 0.1 GB120
Results8K / 0.5 GB90
Golden Waves03 2b8K / 1.7 GB100

Octopus V2 Parameters and Internals

LLM NameOctopus V2
RepositoryOpen on ๐Ÿค— 
Base Model(s)  google/gemma-2b   google/gemma-2b
Model Size2b
Required VRAM5.1 GB
Updated2024-04-18
MaintainerNexaAIDev
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256022
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024040901