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Hermes 2 Pro Mistral 10.7B by Joseph717171

 »  All LLMs  »  Joseph717171  »  Hermes 2 Pro Mistral 10.7B   URL Share it on

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  Merged Model   Arxiv:2312.15166   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Function calling   Gpt4   Instruct   Json mode   Mistral   Region:us   Rlhf   Safetensors   Sharded   Synthetic data   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Joseph717171/Hermes-2-Pro-Mistral-10.7B 

Hermes 2 Pro Mistral 10.7B Benchmarks

LLME Score: 0.14352
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 Mistral 10.7B (Joseph717171/Hermes-2-Pro-Mistral-10.7B)
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Hermes 2 Pro Mistral 10.7B Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Hermes Pro excels at tasks requiring function calling and JSON structured outputs, benefitting from specific training in these areas.
Supported Languages 
en (English)
Training Details 
Data Sources:
teknium/OpenHermes-2.5
Methodology:
Depth Up-Scaled (DUS)
Model Architecture:
Upgraded Mistral-7B with DUS
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
Multi-modal conversational outputs, including JSON
Performance Tips:
Use specific prompts for function calling and JSON structured outputs.
LLM NameHermes 2 Pro Mistral 10.7B
Repository 🤗https://huggingface.co/Joseph717171/Hermes-2-Pro-Mistral-10.7B 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Merged ModelYes
Model Size7b
Required VRAM21.5 GB
Updated2025-09-23
MaintainerJoseph717171
Model Typemistral
Model Files  3.9 GB: 1-of-6   4.0 GB: 2-of-6   3.9 GB: 3-of-6   3.9 GB: 4-of-6   3.9 GB: 5-of-6   1.9 GB: 6-of-6
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32032
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Joseph717171/Hermes-2-Pro-Mistral-10.7B.

Rank the Hermes 2 Pro Mistral 10.7B 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 v20241124
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