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Deepseek MoE 16B Base by deepseek-ai

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  14250   
  Arxiv:2401.06066   Autotrain compatible   Custom code   Deepseek   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-moe-16b-base 

Deepseek MoE 16B Base Benchmarks

MMLU Pro: 5.61
GPQA: 0.56
MUSR: 3.36
BBH: 8.36
IFEval: 24.5 vs 88 (so35)-72.2%
ARC: 53.24 vs 96.7 (so35)-44.9%
HellaSwag: 79.77 vs 95.3 (gpt4)-16.3%
MMLU: 46.31 vs 88.3 (so35)-47.6%
TruthfulQA: 36.08 vs 59 (gpt4)-38.8%
WinoGrande: 73.72 vs 87.5 (gpt4)-15.7%
GSM8K: 17.29 vs 96.4 (so35)-82.1%
MATH Lvl 5: 2.42
LLME Score: 0.25244
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek MoE 16B Base (deepseek-ai/deepseek-moe-16b-base)

Deepseek MoE 16B Base Parameters and Internals

LLM NameDeepseek MoE 16B Base
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-moe-16b-base 
Model Size16.4b
Required VRAM32.8 GB
Updated2025-04-26
Maintainerdeepseek-ai
Model Typedeepseek
Model Files  5.0 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   2.8 GB: 7-of-7
Model ArchitectureDeepseekForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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