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Deepseek Coder 33B Base by deepseek-ai

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

Deepseek Coder 33B Base Benchmarks

HumanEvalA: 38.07
Python Eva: 52.45 vs 92 (so35)-43%
Java Eval: 43.77
Javascript: 51.28
CPP Eval: 51.22
PHP Eval: 41.76
Julia Eval: 32.83
D Eval: 17.41
Lua Eval: 36.51
R Eval: 26.76
Racket Eva: 23.37
Rust Eval: 43.78
Swift Eval: 35.75
LLME Score: 0.2013
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Deepseek Coder 33B Base Parameters and Internals

LLM NameDeepseek Coder 33B Base
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-coder-33b-base 
Model Size33b
Required VRAM66.5 GB
Updated2024-09-16
Maintainerdeepseek-ai
Model Typellama
Model Files  9.7 GB: 1-of-7   9.9 GB: 2-of-7   9.9 GB: 3-of-7   9.8 GB: 4-of-7   9.9 GB: 5-of-7   9.9 GB: 6-of-7   7.4 GB: 7-of-7   9.7 GB: 1-of-7   9.9 GB: 2-of-7   9.9 GB: 3-of-7   9.8 GB: 4-of-7   9.9 GB: 5-of-7   9.9 GB: 6-of-7   7.4 GB: 7-of-7
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 33B Base (deepseek-ai/deepseek-coder-33b-base)

Quantized Models of the Deepseek Coder 33B Base

Model
Likes
Downloads
VRAM
Deepseek Coder 33B Base GGUF8162414 GB
Deepseek Coder 33B Base AWQ46218 GB
Deepseek Coder 33B Base GPTQ21517 GB

Best Alternatives to Deepseek Coder 33B Base

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Context / RAM
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Likes
Deepseek Wizard 33B Slerp16K / 35.3 GB50
Deepseek Coder 33B Instruct16K / 66.5 GB4715444
WhiteRabbitNeo 33B V116K / 67 GB68780
ValidateAI 3 33B Ties16K / 66.5 GB50
ValidateAI 2 33B AT16K / 66.5 GB50
ReflectionCoder DS 33B16K / 67 GB1594
Everyone Coder 33B Base16K / 66.5 GB6518
Fortran2Cpp16K / 67.3 GB103
F2C Translator16K / 67.3 GB91
Llm4decompile 33B16K / 66.5 GB67
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-coder-33b-base.

Rank the Deepseek Coder 33B Base Capabilities

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