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Mermaid Llama 3 5B Pruned by TroyDoesAI

 »  All LLMs  »  TroyDoesAI  »  Mermaid Llama 3 5B Pruned   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TroyDoesAI/Mermaid-Llama-3-5B-Pruned 

Mermaid Llama 3 5B Pruned Benchmarks

LLME Score: 0.17823
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mermaid Llama 3 5B Pruned (TroyDoesAI/Mermaid-Llama-3-5B-Pruned)

Mermaid Llama 3 5B Pruned Parameters and Internals

Model Type 
language model
Use Cases 
Areas:
Retrieval-Augmented Generation, Q&A systems, Data analysis, Decision-making, Code documentation, Storyboarding, Project planning, Learning Python, Game design
Additional Notes 
This model should be treated as an Auto-Complete Model, Do not try talking to it in chat as layers have been pruned and replaced.
Training Details 
Data Sources:
800 unique, hand-curated Mermaid Graph examples, 478 complete Python programs
Methodology:
Training includes emergent properties in story-to-flow map translations and step-by-step instruction flow maps.
LLM NameMermaid Llama 3 5B Pruned
Repository 🤗https://huggingface.co/TroyDoesAI/Mermaid-Llama-3-5B-Pruned 
Model Size5b
Required VRAM10.9 GB
Updated2025-03-13
MaintainerTroyDoesAI
Model Typellama
Model Files  5.0 GB: 1-of-3   4.8 GB: 2-of-3   1.1 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensecc-by-4.0
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TroyDoesAI/Mermaid-Llama-3-5B-Pruned.

Rank the Mermaid Llama 3 5B Pruned Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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