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Bagel Hermes 2x34B by Weyaxi

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Model Card on HF 🤗: https://huggingface.co/Weyaxi/Bagel-Hermes-2x34B 

Bagel Hermes 2x34B Benchmarks

MMLU Pro: 39.87
GPQA: 10.4
MUSR: 15.63
BBH: 27.41
IFEval: 54.32 vs 88 (so35)-38.3%
ARC: 69.8 vs 96.7 (so35)-27.8%
HellaSwag: 85.26 vs 95.3 (gpt4)-10.5%
MMLU: 77.24 vs 88.3 (so35)-12.5%
TruthfulQA: 64.82 vs 59 (gpt4)9.9%
WinoGrande: 84.77 vs 87.5 (gpt4)-3.1%
GSM8K: 68.69 vs 96.4 (so35)-28.7%
MATH Lvl 5: 5.21
LLME Score: 0.24472
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bagel Hermes 2x34B (Weyaxi/Bagel-Hermes-2x34B)

Bagel Hermes 2x34B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Quantized versions available from TheBloke: GPTQ, GGUF, AWQ.
Training Details 
Methodology:
Expert models with gate_mode.
Model Architecture:
Mixture of Experts (MoE)
Input Output 
Performance Tips:
Utilize ChatML and other provided prompt templates for better results.
LLM NameBagel Hermes 2x34B
Repository 🤗https://huggingface.co/Weyaxi/Bagel-Hermes-2x34B 
Model Size60.8b
Required VRAM121.9 GB
Updated2025-02-05
MaintainerWeyaxi
Model Typemixtral
Model Files  9.8 GB: 1-of-13   10.0 GB: 2-of-13   10.0 GB: 3-of-13   10.0 GB: 4-of-13   10.0 GB: 5-of-13   10.0 GB: 6-of-13   10.0 GB: 7-of-13   10.0 GB: 8-of-13   10.0 GB: 9-of-13   10.0 GB: 10-of-13   10.0 GB: 11-of-13   10.0 GB: 12-of-13   2.1 GB: 13-of-13
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length200000
Model Max Length200000
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Weyaxi/Bagel-Hermes-2x34B.

Rank the Bagel Hermes 2x34B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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