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Nous Hermes Llama2 13B by NousResearch

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Model Card on HF 🤗: https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b 

Nous Hermes Llama2 13B Benchmarks

ARC: 61.26 vs 96.7 (so35)-36.6%
HellaSwag: 83.26 vs 95.3 (gpt4)-12.6%
MMLU: 55.04 vs 88.3 (so35)-37.7%
TruthfulQA: 50.41 vs 59 (gpt4)-14.6%
WinoGrande: 75.37 vs 87.5 (gpt4)-13.9%
GSM8K: 9.17 vs 96.4 (so35)-90.5%
LLME Score: 0.24228
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nous Hermes Llama2 13B (NousResearch/Nous-Hermes-Llama2-13b)

Nous Hermes Llama2 13B Parameters and Internals

Model Type 
language model
Use Cases 
Areas:
commercial applications, research
Applications:
language tasks, generating creative text, following complex instructions
Training Details 
Data Sources:
GPTeacher, general, roleplay v1&2, code instruct datasets, Nous Instruct & PDACTL, Wizard LM, GPT4-LLM, Unnatural Instructions, Airoboros, Camel-AI, CodeAlpaca
Methodology:
Fine-tuned on over 300,000 instructions
Context Length:
4096
Hardware Used:
8x a100 80GB DGX machine
Input Output 
Input Format:
Alpaca prompt format
Accepted Modalities:
text
LLM NameNous Hermes Llama2 13B
Repository 🤗https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b 
Model Size13b
Required VRAM26 GB
Updated2024-12-21
MaintainerNousResearch
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32032
Torch Data Typebfloat16

Quantized Models of the Nous Hermes Llama2 13B

Model
Likes
Downloads
VRAM
Nous Hermes Llama2 GGUF1521005 GB
Nous Hermes Llama2 GPTQ588217 GB
Nous Hermes Llama2 AWQ1457 GB
Nous Hermes Llama2 GGML100185 GB

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Rank the Nous Hermes Llama2 13B 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 v20241217
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