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Llama 3 Groq 8B Tool Use by Groq

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Model Card on HF 🤗: https://huggingface.co/Groq/Llama-3-Groq-8B-Tool-Use 

Llama 3 Groq 8B Tool Use Benchmarks

MMLU Pro: 26.66
GPQA: 2.35
MUSR: 5.39
BBH: 27.25
IFEval: 60.98 vs 88 (so35)-30.7%
MATH Lvl 5: 6.04
LLME Score: 0.31084
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Groq 8B Tool Use (Groq/Llama-3-Groq-8B-Tool-Use)

Llama 3 Groq 8B Tool Use Parameters and Internals

Model Type 
Causal language model, Fine-tuned for tool use
Use Cases 
Areas:
Research, Development in tool use and function calling
Applications:
API interactions, Structured data manipulation, Complex tool use
Limitations:
May still produce inaccurate or biased content in some cases
Considerations:
Users are responsible for implementing appropriate safety measures for their specific use case
Supported Languages 
English (High Proficiency)
Training Details 
Methodology:
Full fine-tuning and Direct Preference Optimization (DPO) on Llama 3 8B base model
Model Architecture:
Optimized transformer
Responsible Ai Considerations 
Mitigation Strategies:
Implement appropriate safety measures for specific use cases
Input Output 
Input Format:
Text
Output Format:
Text with enhanced capabilities for tool use and function calling
Performance Tips:
Sensitive to the temperature and top_p sampling configuration. Start at temperature=0.5, top_p=0.65 and move up or down as needed
LLM NameLlama 3 Groq 8B Tool Use
Repository 🤗https://huggingface.co/Groq/Llama-3-Groq-8B-Tool-Use 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerGroq
Model Typellama
Instruction-BasedYes
Model Files  16.1 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128262
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Groq/Llama-3-Groq-8B-Tool-Use.

Rank the Llama 3 Groq 8B Tool Use 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 v20241227
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