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CodeFuse DeepSeek 33B by codefuse-ai

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/codefuse-ai/CodeFuse-DeepSeek-33B 

CodeFuse DeepSeek 33B 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: 0.16811
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 (codefuse-ai/CodeFuse-DeepSeek-33B)

CodeFuse DeepSeek 33B Parameters and Internals

Model Type 
code-generation
Training Details 
Methodology:
QLoRA
Input Output 
Input Format:
Concatenated string in training data format
Accepted Modalities:
text
Output Format:
Generated code
Performance Tips:
Ensure input string ends with '\ bot' for generating answers.
Release Notes 
Date:
2024-01-12
Notes:
Released with pass@1 score of 78.65% on HumanEval.
LLM NameCodeFuse DeepSeek 33B
Repository 🤗https://huggingface.co/codefuse-ai/CodeFuse-DeepSeek-33B 
Model Size33b
Required VRAM66.5 GB
Updated2025-02-05
Maintainercodefuse-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
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

Quantized Models of the CodeFuse DeepSeek 33B

Model
Likes
Downloads
VRAM
CodeFuse DeepSeek 33B 4bits102518 GB

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

Rank the CodeFuse DeepSeek 33B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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