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Octo Planner 2B by NexaAIDev

 »  All LLMs  »  NexaAIDev  »  Octo Planner 2B   URL Share it on

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  Arxiv:2406.18082   Autotrain compatible   Conversational   Endpoints compatible   Gemma   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/NexaAIDev/octo-planner-2b 

Octo Planner 2B Benchmarks

LLME Score: 0.17942
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Octo Planner 2B Parameters and Internals

Model Type 
On-device Language Model, Planner-Action Agents Framework
Use Cases 
Areas:
Edge devices, AI Agents
Primary Use Cases:
Efficient Planning, On-device planning for AI agents
Additional Notes 
Enables rapid and efficient planning without cloud connectivity, can be used with [Octopus-V2] for local AI Agent support.
Training Details 
Data Sources:
10 Android API descriptions
Methodology:
Fine-tuned for planning efficiency.
Input Output 
Input Format:
<|user|>prompt<|end|><|assistant|>
Accepted Modalities:
text
LLM NameOcto Planner 2B
Repository 🤗https://huggingface.co/NexaAIDev/octo-planner-2b 
Model Size2b
Required VRAM5.1 GB
Updated2025-06-09
MaintainerNexaAIDev
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Model ArchitectureGemmaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Octo Planner 2B (NexaAIDev/octo-planner-2b)

Best Alternatives to Octo Planner 2B

Best Alternatives
Context / RAM
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Likes
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Gemma Ko 1.1 2B It8K / 5.1 GB15671
Octopus V28K / 5.1 GB1165885
... 2B Finetuned Sft Navarasa 2.08K / 10 GB85124
LION Gemma 2B Sft V1.08K / 5.1 GB140
Gemma 2B It Tamil V0.1 Alpha8K / 5.1 GB29597
Gemma 2B Orpo8K / 5.1 GB3228
LION Gemma 2B Odpo V1.08K / 10 GB174
Note: green Score (e.g. "73.2") means that the model is better than NexaAIDev/octo-planner-2b.

Rank the Octo Planner 2B 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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Release v20241124
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