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OpenHermes 13B by teknium

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Model Card on HF 🤗: https://huggingface.co/teknium/OpenHermes-13B 

OpenHermes 13B Benchmarks

MMLU Pro: 15.44
GPQA: 3.02
MUSR: 8.53
BBH: 18.21
IFEval: 26.68 vs 88 (so35)-69.7%
ARC: 59.81 vs 96.7 (so35)-38.1%
HellaSwag: 82.24 vs 95.3 (gpt4)-13.7%
MMLU: 56.35 vs 88.3 (so35)-36.2%
TruthfulQA: 46.01 vs 59 (gpt4)-22%
WinoGrande: 75.45 vs 87.5 (gpt4)-13.8%
GSM8K: 11.6 vs 96.4 (so35)-88%
MATH Lvl 5: 1.21
LLME Score: 0.20278
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenHermes 13B (teknium/OpenHermes-13B)

OpenHermes 13B Parameters and Internals

Supported Languages 
en ()
Training Details 
Data Sources:
GPTeacher - General Instruct, Roleplay v1, Roleplay v2, and Code Instruct Datasets, by Teknium, WizardLM (v1, evol_instruct 70k), by WizardLM Team/nlpxucan, Airoboros GPT-4 (v1.0), by JonDurbin, Camel-AI's domain expert datasets, by the Camel-AI Team, CodeAlpaca, by Sahil2801, GPT4-LLM and Unnatural Instructions, by Microsoft
Data Volume:
242,000 entries
Hardware Used:
multi-GPU with 8 devices
LLM NameOpenHermes 13B
Repository 🤗https://huggingface.co/teknium/OpenHermes-13B 
Base Model(s)  Llama 2 13B Hf   NousResearch/Llama-2-13b-hf
Model Size13b
Required VRAM26 GB
Updated2025-02-22
Maintainerteknium
Model Typellama
Model Files  26.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Rank the OpenHermes 13B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Release v20241227
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