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CodeFuse DeepSeek 33B 4bits by codefuse-ai

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  4bit   Autotrain compatible   Codegen   Endpoints compatible   Gptq   Llama   Pytorch   Quantized   Region:us

CodeFuse DeepSeek 33B 4bits Benchmarks

HumanEvalA: 51.69
Python Eva: 76.83 vs 92 (so35)-16.5%
Java Eval: 60.76
Javascript: 66.46
CPP Eval: 65.22
PHP Eval: 57.76
Julia Eval: 38.36
D Eval: 24.36
Lua Eval: 52.8
R Eval: 40.37
Racket Eva: 34.16
Rust Eval: 53.85
Swift Eval: 49.37
LLME Score: 0.18702
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeFuse DeepSeek 33B 4bits Parameters and Internals

LLM NameCodeFuse DeepSeek 33B 4bits
Repository 🤗https://huggingface.co/codefuse-ai/CodeFuse-DeepSeek-33B-4bits 
Base Model(s)  CodeFuse DeepSeek 33B   codefuse-ai/CodeFuse-DeepSeek-33B
Model Size33b
Required VRAM18.7 GB
Updated2024-09-07
Maintainercodefuse-ai
Model Typellama
Model Files  18.7 GB
GPTQ QuantizationYes
Quantization Typegptq|4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16
CodeFuse DeepSeek 33B 4bits (codefuse-ai/CodeFuse-DeepSeek-33B-4bits)

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Note: green Score (e.g. "73.2") means that the model is better than codefuse-ai/CodeFuse-DeepSeek-33B-4bits.

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