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Meta Llama 3 8B Instruct Function Calling Json Mode by hiieu

 »  All LLMs  »  hiieu  »  Meta Llama 3 8B Instruct Function Calling Json Mode   URL Share it on

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/hiieu/Meta-Llama-3-8B-Instruct-function-calling-json-mode 

Meta Llama 3 8B Instruct Function Calling Json Mode Benchmarks

LLME Score: 0.1939
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3 8B Instruct Function Calling Json Mode (hiieu/Meta-Llama-3-8B-Instruct-function-calling-json-mode)

Meta Llama 3 8B Instruct Function Calling Json Mode Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, trl, llama
Use Cases 
Areas:
research, commercial applications
Applications:
function calling, json mode operations
Primary Use Cases:
text generation, function calling
Limitations:
limited to English
Considerations:
May require specific tokenization and prompt templates.
Additional Notes 
The model was trained using Unsloth and Huggingface's TRL library for efficiency.
Supported Languages 
en (Proficient)
Input Output 
Input Format:
JSON with key 'message'
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use of appropriate prompt templates and termination tokens is suggested.
LLM NameMeta Llama 3 8B Instruct Function Calling Json Mode
Repository 🤗https://huggingface.co/hiieu/Meta-Llama-3-8B-Instruct-function-calling-json-mode 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerhiieu
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.38.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than hiieu/Meta-Llama-3-8B-Instruct-function-calling-json-mode.

Rank the Meta Llama 3 8B Instruct Function Calling Json Mode 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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