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Gorilla Openfunctions V2 by gorilla-llm

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/gorilla-llm/gorilla-openfunctions-v2 

Gorilla Openfunctions V2 Benchmarks

LLME Score: 0.17577
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gorilla Openfunctions V2 (gorilla-llm/gorilla-openfunctions-v2)
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Gorilla Openfunctions V2 Parameters and Internals

Model Type 
LLM, Executable API Calls
Use Cases 
Areas:
Research, Commercial applications
Applications:
LLM Chat Completion, Executable API Calls
Primary Use Cases:
API functions execution, Natural Language to API calls
Limitations:
Only computer science related questions answered
Considerations:
Use cautiously in politically sensitive or non-computer science scenarios.
Additional Notes 
The model extends the LLM Chat Completion feature to formulate API calls.
Supported Languages 
English (High proficiency)
Training Details 
Data Sources:
Deepseek model
Data Volume:
Unknown
Methodology:
Unknown
Training Time:
Unknown
Input Output 
Input Format:
String prompts with functions list
Accepted Modalities:
text
Output Format:
JSON with function name and parameters
Performance Tips:
Ensure properly formatted JSON for intended results.
LLM NameGorilla Openfunctions V2
Repository 🤗https://huggingface.co/gorilla-llm/gorilla-openfunctions-v2 
Required VRAM13.9 GB
Updated2025-09-26
Maintainergorilla-llm
Model Typellama
Model Files  10.0 GB: 1-of-2   3.9 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than gorilla-llm/gorilla-openfunctions-v2.

Rank the Gorilla Openfunctions V2 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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