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Nous Hermes 13B Code by Undi95

 »  All LLMs  »  Undi95  »  Nous Hermes 13B Code   URL Share it on

  1940   
  Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Undi95/Nous-Hermes-13B-Code 

Nous Hermes 13B Code Benchmarks

ARC: 61.18 vs 96.7 (so35)-36.7%
HellaSwag: 83.21 vs 95.3 (gpt4)-12.7%
MMLU: 55.13 vs 88.3 (so35)-37.6%
TruthfulQA: 50.56 vs 59 (gpt4)-14.3%
WinoGrande: 75.14 vs 87.5 (gpt4)-14.1%
GSM8K: 10.39 vs 96.4 (so35)-89.2%
LLME Score: 0.14973
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 Code (Undi95/Nous-Hermes-13B-Code)
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Nous Hermes 13B Code Parameters and Internals

Additional Notes 
The model is a merge of two models: Nous-Hermes-Llama2-13b and jondurbin/airoboros-lmoe-13b-2.1/adapters/code, with a merging weight of 0.30 for the LoRA component.
LLM NameNous Hermes 13B Code
Repository 🤗https://huggingface.co/Undi95/Nous-Hermes-13B-Code 
Model Size13b
Required VRAM26 GB
Updated2025-08-18
MaintainerUndi95
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.32.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32032
Torch Data Typefloat16

Quantized Models of the Nous Hermes 13B Code

Model
Likes
Downloads
VRAM
Nous Hermes 13B Code GGUF84755 GB
Nous Hermes 13B Code AWQ297 GB
Nous Hermes 13B Code GPTQ277 GB

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LongAlign 13B 64K64K / 26 GB1113
LongAlign 13B 64K Base64K / 26 GB153
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Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB44
Openbuddy Llama2 13b64k V1564K / 26.1 GB112
Note: green Score (e.g. "73.2") means that the model is better than Undi95/Nous-Hermes-13B-Code.

Rank the Nous Hermes 13B Code 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  
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Multi-Language Support and Translation  

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Release v20241124
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