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Hermes 2 Pro 11B by mattshumer

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  Merged Model   Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/hermes...   Conversational   Endpoints compatible   Mistral Nousresearch/hermes-2-pro-mist...   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mattshumer/Hermes-2-Pro-11B 

Hermes 2 Pro 11B Benchmarks

LLME Score: 0.17759
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 11B (mattshumer/Hermes-2-Pro-11B)

Hermes 2 Pro 11B Parameters and Internals

Additional Notes 
Hermes-2-Pro-11B is a model merged using the LazyMergeKit, based on repeated instances of the NousResearch/Hermes-2-Pro-Mistral-7B model with specific layer slicing configurations.
LLM NameHermes 2 Pro 11B
Repository 🤗https://huggingface.co/mattshumer/Hermes-2-Pro-11B 
Base Model(s)  Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   Hermes 2 Pro Mistral 7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B   NousResearch/Hermes-2-Pro-Mistral-7B
Merged ModelYes
Model Size7b
Required VRAM22.3 GB
Updated2025-02-22
Maintainermattshumer
Model Typemistral
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   2.4 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32032
Torch Data Typebfloat16

Quantized Models of the Hermes 2 Pro 11B

Model
Likes
Downloads
VRAM
Hermes 2 Pro 11B GGUF41644 GB

Best Alternatives to Hermes 2 Pro 11B

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Astral 256K 7B V2250K / 14.4 GB70
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than mattshumer/Hermes-2-Pro-11B.

Rank the Hermes 2 Pro 11B 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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