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Llama 3 8B Instruct Function Calling V0.2 by mzbac

 »  All LLMs  »  mzbac  »  Llama 3 8B Instruct Function Calling V0.2   URL Share it on

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  Autotrain compatible   Conversational Dataset:mzbac/function-calling...   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mzbac/llama-3-8B-Instruct-function-calling-v0.2 

Llama 3 8B Instruct Function Calling V0.2 Benchmarks

LLME Score: 0.17908
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Llama 3 8B Instruct Function Calling V0.2 Parameters and Internals

Model Type 
text generation, causal language modeling
Additional Notes 
This model performs function calling with cleaned JSON data for improved accuracy.
Supported Languages 
English (high)
Training Details 
Data Sources:
mzbac/function-calling-llama-3-format-v1.1
Methodology:
Fine-tuning on function calling dataset with cleaned-up JSON data.
Model Architecture:
Based on Meta-Llama architecture.
Input Output 
Input Format:
JSON-formatted prompts for function calling
Accepted Modalities:
text
Output Format:
Generated text with possible function call outputs.
LLM NameLlama 3 8B Instruct Function Calling V0.2
Repository 🤗https://huggingface.co/mzbac/llama-3-8B-Instruct-function-calling-v0.2 
Model Size8b
Required VRAM16.1 GB
Updated2025-03-30
Maintainermzbac
Model Typellama
Instruction-BasedYes
Model Files  5.3 GB: 1-of-4   5.3 GB: 2-of-4   4.4 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the Llama 3 8B Instruct Function Calling V0.2 Capabilities

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Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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Multi-Language Support and Translation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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