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Deepseek Math 7B Instruct by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  Deepseek Math 7B Instruct   URL Share it on

  9324   
  Arxiv:2402.03300   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded

Deepseek Math 7B Instruct Benchmarks

ARC: 53.41 vs 96.7 (so35)-44.8%
HellaSwag: 71.5 vs 95.3 (gpt4)-25%
MMLU: 55.97 vs 88.3 (so35)-36.6%
TruthfulQA: 40.16 vs 59 (gpt4)-31.9%
WinoGrande: 65.75 vs 87.5 (gpt4)-24.9%
GSM8K: 19.41 vs 96.4 (so35)-79.9%
LLME Score: 0.28766
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Deepseek Math 7B Instruct Parameters and Internals

LLM NameDeepseek Math 7B Instruct
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct 
Model Size7b
Required VRAM13.9 GB
Updated2024-09-20
Maintainerdeepseek-ai
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   3.9 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16
Deepseek Math 7B Instruct (deepseek-ai/deepseek-math-7b-instruct)

Quantized Models of the Deepseek Math 7B Instruct

Model
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VRAM
...epseek Math 7B Instruct AWQ Q4054 GB
Deepseek Math 7B Instruct GPTQ084 GB
Deepseek Math 7B Instruct GGUF11682 GB

Best Alternatives to Deepseek Math 7B Instruct

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Llama 2 7B 32K Instruct32K / 13.5 GB10409160
Qwen2 7B Instruct Llama32K / 15.2 GB43
Qwen2 7B Instruct Mistral32K / 15.2 GB41
AIRIC The Mistral32K / 14.4 GB6917
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB60
Vikhr 7B Instruct 0.332K / 14.6 GB144
... Samantha Philosopher 7B Slerp32K / 13.4 GB52
Vikhr 7B Instruct Merged32K / 14.6 GB44
Clinical Ehr Prototype 0.132K / 14.4 GB142
...stral 7B Instruct V0.1 Sharded32K / 14.4 GB130913

Rank the Deepseek Math 7B Instruct Capabilities

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Release v2024072803
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