Octopus V2 by NexaAIDev

 ยป  All LLMs  ยป  NexaAIDev  ยป  Octopus V2   URL Share it on

  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

Octopus V2 GGUF49671 GB

Best Alternatives to Octopus V2

Best Alternatives
HF Rank
Gemma 2B 8192 Fpf32K / 5.1 GB670
Gemma 2B 16K Instructions32K / 5.1 GB180
...mma 2B Datascience Instruct V531K / 5.1 GB70
Gemma 2B8K /  GB101
Test Gemma8K /  GB90
...sa 2.0 Gemma 2B ONNX OPTIMIZED8K /  GB70
Gemma 2B Flax8K /  GB60
...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
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256022
Initializer Range0.02
Torch Data Typebfloat16

What open-source LLMs or SLMs are you in search of? 35008 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024040901