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Deepseek Coder 6.7B Base by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  Deepseek Coder 6.7B Base   URL Share it on

  20131   
  Autotrain compatible   Codegen   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Deepseek Coder 6.7B Base Benchmarks

ARC: 37.03 vs 96.7 (so35)-61.7%
HellaSwag: 53.46 vs 95.3 (gpt4)-43.9%
MMLU: 38.39 vs 88.3 (so35)-56.5%
TruthfulQA: 40.28 vs 59 (gpt4)-31.7%
WinoGrande: 58.09 vs 87.5 (gpt4)-33.6%
GSM8K: 17.97 vs 96.4 (so35)-81.4%
HumanEvalA: 33.54
Python Eva: 45.83 vs 92 (so35)-50.2%
Java Eval: 37.72
Javascript: 45.9
CPP Eval: 45.53
PHP Eval: 36.92
Julia Eval: 28.74
D Eval: 19.74
Lua Eval: 33.89
R Eval: 28.99
Racket Eva: 18.73
Rust Eval: 34.67
Swift Eval: 25.8
LLME Score: 0.25161
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Deepseek Coder 6.7B Base Parameters and Internals

LLM NameDeepseek Coder 6.7B Base
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base 
Model Size6.7b
Required VRAM13.5 GB
Updated2024-10-17
Maintainerdeepseek-ai
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16
Deepseek Coder 6.7B Base (deepseek-ai/deepseek-coder-6.7b-base)

Quantized Models of the Deepseek Coder 6.7B Base

Model
Likes
Downloads
VRAM
Deepseek Coder 6.7B Base AWQ8138163 GB
Deepseek Coder 6.7B Base GGUF1145992 GB
Deepseek Coder 6.7B Base GPTQ5203 GB
Deepseek Coder 6.7B Base AWQ003 GB

Best Alternatives to Deepseek Coder 6.7B Base

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Semcoder16K / 13.5 GB260
Merge Code Gen16K / 13.6 GB60
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-coder-6.7b-base.

Rank the Deepseek Coder 6.7B Base Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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