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Hermes 2 Pro Llama 3 8B Ov Int8 by fakezeta

 »  All LLMs  »  fakezeta  »  Hermes 2 Pro Llama 3 8B Ov Int8   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Function calling   Gpt4   Instruct   Json mode   Llama   Llama-3   Openvino   Region:us   Rlhf   Synthetic data
Model Card on HF 🤗: https://huggingface.co/fakezeta/Hermes-2-Pro-Llama-3-8B-ov-int8 

Hermes 2 Pro Llama 3 8B Ov Int8 Benchmarks

LLME Score: 0.18335
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hermes 2 Pro Llama 3 8B Ov Int8 (fakezeta/Hermes-2-Pro-Llama-3-8B-ov-int8)

Hermes 2 Pro Llama 3 8B Ov Int8 Parameters and Internals

Model Type 
text generation, function calling, structured output
Use Cases 
Areas:
research, chat applications, function calling assistance
Applications:
educational tools, AI alignment research, assistive chatbots
Primary Use Cases:
multi-turn dialogue, function calling, structured JSON outputs
Limitations:
May require technical setup for function calling, not suitable for standalone commercial use without integrations
Additional Notes 
Functionalities optimized for specific application integrations (i.e., on GUI like LM-Studio).
Supported Languages 
en (primary)
Training Details 
Data Sources:
OpenHermes 2.5
Methodology:
Usage of special system prompts and function calling structure
Context Length:
8192
Hardware Used:
OpenVINO IR with int8 quantization
Model Architecture:
LLama-3 based with function calling features
Safety Evaluation 
Methodologies:
evaluation in partnership with Fireworks.AI
Risk Categories:
bias, misinformation
Responsible Ai Considerations 
Transparency:
Model is open and accessible via repository.
Accountability:
Model creators: Nous Research, Fireworks.AI, etc.
Input Output 
Input Format:
ChatML for multi-turn dialogue
Accepted Modalities:
text input
Output Format:
Structured outputs; Function calling responses; Natural language text
Performance Tips:
Incorporate system prompts for improved tuneability and control.
LLM NameHermes 2 Pro Llama 3 8B Ov Int8
Repository 🤗https://huggingface.co/fakezeta/Hermes-2-Pro-Llama-3-8B-ov-int8 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM8 GB
Updated2025-02-22
Maintainerfakezeta
Model Typellama
Model Files  8.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128288

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Note: green Score (e.g. "73.2") means that the model is better than fakezeta/Hermes-2-Pro-Llama-3-8B-ov-int8.

Rank the Hermes 2 Pro Llama 3 8B Ov Int8 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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