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Nous Hermes 13B GGUF by sirovub

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Nous Hermes 13B GGUF is an open-source language model by sirovub. Features: 13b LLM, VRAM: 13.8GB, Context: 2K, License: gpl, Quantized, HF Score: 54, LLM Explorer Score: 0.16, Arc: 56.6, HellaSwag: 82.1, MMLU: 50.4, TruthfulQA: 51.5, WinoGrande: 75.3, GSM8K: 8.3.

  Distillation   En   Endpoints compatible   Gguf   Llama   Q8   Quantized   Region:us   Self-instruct
Model Card on HF 🤗: https://huggingface.co/sirovub/Nous-Hermes-13b-GGUF 

Nous Hermes 13B GGUF 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: 0.15757
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 GGUF (sirovub/Nous-Hermes-13b-GGUF)
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Nous Hermes 13B GGUF 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 GGUF
Repository 🤗https://huggingface.co/sirovub/Nous-Hermes-13b-GGUF 
Base Model(s)  Nous Hermes 13B   NousResearch/Nous-Hermes-13b
Model Size13b
Required VRAM13.8 GB
Updated2026-04-03
Maintainersirovub
Model Typellama
Model Files  13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q8
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

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

Rank the Nous Hermes 13B GGUF 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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