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Hermes 2 Pro Llama 3 8B Marlin by mgoin

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  4-bit   4bit   Autotrain compatible   Axolotl Base model:nousresearch/meta-l... Base model:quantized:nousresea...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Function calling   Gpt4   Gptq   Instruct   Json mode   Llama   Llama-3   Quantized   Region:us   Rlhf   Synthetic data
Model Card on HF 🤗: https://huggingface.co/mgoin/Hermes-2-Pro-Llama-3-8B-Marlin 

Hermes 2 Pro Llama 3 8B Marlin Benchmarks

LLME Score: 0.1854
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 Marlin (mgoin/Hermes-2-Pro-Llama-3-8B-Marlin)

Hermes 2 Pro Llama 3 8B Marlin Parameters and Internals

Model Type 
instruct, chat, text generation
Use Cases 
Areas:
research, commercial applications
Applications:
Function Calling, JSON Structured Outputs
Primary Use Cases:
General task and conversation capabilities, Function Calling
Limitations:
Limited to capabilities of datasets and training methods
Supported Languages 
en (fluent)
Training Details 
Data Sources:
teknium/OpenHermes-2.5, Function Calling and JSON Mode dataset
Methodology:
Retraining with updated and cleaned dataset, Function Calling and JSON Mode dataset, special system prompt, multi-turn function calling structure
Model Architecture:
Llama-3
Input Output 
Input Format:
ChatML format
Accepted Modalities:
text
Output Format:
text, structured JSON outputs
Performance Tips:
Use system prompts for better performance in Function Calling.
LLM NameHermes 2 Pro Llama 3 8B Marlin
Repository 🤗https://huggingface.co/mgoin/Hermes-2-Pro-Llama-3-8B-Marlin 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM5.7 GB
Updated2025-02-05
Maintainermgoin
Model Typellama
Model Files  5.7 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128288
Torch Data Typefloat16

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

Rank the Hermes 2 Pro Llama 3 8B Marlin 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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