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Llama 3 NeuralHercules 5.0 8B by Locutusque

 »  All LLMs  »  Locutusque  »  Llama 3 NeuralHercules 5.0 8B   URL Share it on

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  Autotrain compatible   Chemistry   Code   Conversational   En   Endpoints compatible   Llama   Medical   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Locutusque/Llama-3-NeuralHercules-5.0-8B 

Llama 3 NeuralHercules 5.0 8B Benchmarks

MMLU Pro: 21.48
GPQA: 2.46
MUSR: 6.78
BBH: 16.34
IFEval: 44.89 vs 88 (so35)-49%
MATH Lvl 5: 4.31
LLME Score: 0.23422
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 NeuralHercules 5.0 8B (Locutusque/Llama-3-NeuralHercules-5.0-8B)

Llama 3 NeuralHercules 5.0 8B Parameters and Internals

Model Type 
Question answering, conversational AI, code generation, medical text comprehension, mathematical reasoning, logical reasoning
Use Cases 
Areas:
scientific domains
Applications:
AI-driven tutoring systems, Assistive tools for fast and accurate information retrieval, Conversational AI platforms, Automation in code generation
Primary Use Cases:
complex question answering, conversational understanding, code generation, medical text comprehension, mathematical reasoning, logical reasoning
Limitations:
Inconsistencies in responses due to dataset diversity
Additional Notes 
The diversity of the dataset could lead to inconsistencies in the model's responses due to variations in data formatting and annotation quality.
Supported Languages 
en (high)
Training Details 
Data Sources:
hercules-v5.0 dataset, mlabonne/orpo-dpo-mix-40k dataset
Methodology:
Fine-tuned on selected datasets for advanced reasoning.
LLM NameLlama 3 NeuralHercules 5.0 8B
Repository 🤗https://huggingface.co/Locutusque/Llama-3-NeuralHercules-5.0-8B 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerLocutusque
Model Typellama
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Locutusque/Llama-3-NeuralHercules-5.0-8B.

Rank the Llama 3 NeuralHercules 5.0 8B 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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