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Llama 3 Patronus Lynx 8B Instruct by PatronusAI

 »  All LLMs  »  PatronusAI  »  Llama 3 Patronus Lynx 8B Instruct   URL Share it on

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  Arxiv:2407.08488   Autotrain compatible   Conversational   En   Endpoints compatible   Evaluation   Hallucination-detection   Instruct   Llama   Lynx   Patronus ai   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/PatronusAI/Llama-3-Patronus-Lynx-8B-Instruct 

Llama 3 Patronus Lynx 8B Instruct Benchmarks

LLME Score: 0.19886
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Patronus Lynx 8B Instruct (PatronusAI/Llama-3-Patronus-Lynx-8B-Instruct)

Llama 3 Patronus Lynx 8B Instruct Parameters and Internals

Model Type 
hallucination evaluation, text-generation
Use Cases 
Areas:
research, hallucination evaluation in RAG settings
Primary Use Cases:
evaluate whether an answer is faithful to a document in RAG settings
Supported Languages 
en (primarily)
Training Details 
Data Sources:
CovidQA, PubmedQA, DROP, RAGTruth
Data Volume:
mix of hand-annotated and synthetic data
Methodology:
fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct model
Context Length:
8000
Input Output 
Accepted Modalities:
text
Output Format:
JSON format with reasoning and score
Performance Tips:
Pass the prompt as a user message when using in chat format
LLM NameLlama 3 Patronus Lynx 8B Instruct
Repository 🤗https://huggingface.co/PatronusAI/Llama-3-Patronus-Lynx-8B-Instruct 
Model Size8b
Required VRAM16.1 GB
Updated2025-05-20
MaintainerPatronusAI
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
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.42.3
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 PatronusAI/Llama-3-Patronus-Lynx-8B-Instruct.

Rank the Llama 3 Patronus Lynx 8B Instruct 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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