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LocalAI Llama3 8B Function Call V0.2 by mudler

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Model Card on HF 🤗: https://huggingface.co/mudler/LocalAI-Llama3-8b-Function-Call-v0.2 

LocalAI Llama3 8B Function Call V0.2 Benchmarks

LLME Score: 0.18491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LocalAI Llama3 8B Function Call V0.2 (mudler/LocalAI-Llama3-8b-Function-Call-v0.2)

LocalAI Llama3 8B Function Call V0.2 Parameters and Internals

Model Type 
Fine-tuned, Constrained Grammar
Additional Notes 
Fine-tunes leverage LocalAI features.
Training Details 
Data Sources:
Custom dataset, glaive
Methodology:
Fine-tune to leverage all LocalAI features of constrained grammar
Input Output 
Accepted Modalities:
JSON
Output Format:
JSON
LLM NameLocalAI Llama3 8B Function Call V0.2
Repository 🤗https://huggingface.co/mudler/LocalAI-Llama3-8b-Function-Call-v0.2 
Model Size8b
Required VRAM16.1 GB
Updated2025-03-12
Maintainermudler
Model Typellama
Instruction-BasedYes
Model Files  2.0 GB: 1-of-9   1.9 GB: 2-of-9   2.0 GB: 3-of-9   1.9 GB: 4-of-9   2.0 GB: 5-of-9   1.9 GB: 6-of-9   2.0 GB: 7-of-9   1.3 GB: 8-of-9   1.1 GB: 9-of-9
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mudler/LocalAI-Llama3-8b-Function-Call-v0.2.

Rank the LocalAI Llama3 8B Function Call V0.2 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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