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Nous Hermes 13B by NousResearch

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  Autotrain compatible   Distillation   En   Endpoints compatible   Llama   Pytorch   Region:us   Self-instruct
Model Card on HF 🤗: https://huggingface.co/NousResearch/Nous-Hermes-13b 

Nous Hermes 13B Benchmarks

ARC: 56.57 vs 96.7 (so35)-41.5%
HellaSwag: 82.11 vs 95.3 (gpt4)-13.8%
MMLU: 50.44 vs 88.3 (so35)-42.9%
TruthfulQA: 51.5 vs 59 (gpt4)-12.7%
WinoGrande: 75.3 vs 87.5 (gpt4)-13.9%
GSM8K: 8.34 vs 96.4 (so35)-91.3%
LLME Score: 0.15496
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nous Hermes 13B (NousResearch/Nous-Hermes-13b)
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Nous Hermes 13B Parameters and Internals

Model Type 
self-instruct, distillation
Use Cases 
Areas:
Research, Commercial Applications
Applications:
Chatbots, Role-playing, Instruction Following
Primary Use Cases:
Back and forth chatbot, Roleplaying discord bot
Additional Notes 
Planning to convert the model to GGML and GPTQ 4bit quantizations. Full benchmark in progress.
Supported Languages 
en (native)
Training Details 
Data Sources:
GPTeacher, Nous Instruct & PDACTL, CodeAlpaca, Evol_Instruct Uncensored, GPT4-LLM, Unnatural Instructions, Camel-AI's Biology/Physics/Chemistry and Math Datasets, Airoboros' GPT-4 Dataset
Data Volume:
over 300,000 instructions
Methodology:
Fine-tuned on synthetic GPT-4 outputs
Context Length:
2000
Training Time:
over 50 hours
Hardware Used:
8x A100 80GB DGX machine
Input Output 
Input Format:
Alpaca prompt format
Accepted Modalities:
text
Output Format:
text
LLM NameNous Hermes 13B
Repository 🤗https://huggingface.co/NousResearch/Nous-Hermes-13b 
Model Size13b
Required VRAM26 GB
Updated2025-09-23
MaintainerNousResearch
Model Typellama
Model Files  26.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensegpl
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typebfloat16

Quantized Models of the Nous Hermes 13B

Model
Likes
Downloads
VRAM
Nous Hermes 13B GGUF01513 GB
Nous Hermes 13B GPTQ17411957 GB
Nous Hermes 13B GGUF1427345 GB

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Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Nous-Hermes-13b.

Rank the Nous Hermes 13B 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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