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CodeFuse DeepSeek 33B 4bits by codefuse-ai

 »  All LLMs  »  codefuse-ai  »  CodeFuse DeepSeek 33B 4bits   URL Share it on

  25   
  4bit   Autotrain compatible   Codegen   Endpoints compatible   Gptq   Llama   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/codefuse-ai/CodeFuse-DeepSeek-33B-4bits 

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: 0.16089
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 (codefuse-ai/CodeFuse-DeepSeek-33B-4bits)

CodeFuse DeepSeek 33B 4bits Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
Finetuned by QLoRA on multiple code-related tasks
Input Output 
Input Format:
Concatenated string formed by combining conversation data in training data format
Accepted Modalities:
text
Release Notes 
Version:
2024-01-12
Date:
2024-01-12
Notes:
CodeFuse-DeepSeek-33B-4bits released. Achieved 78.05% accuracy on HumanEval pass@1.
Version:
2024-01-12
Date:
2024-01-12
Notes:
CodeFuse-DeepSeek-33B released, achieving 78.65% score on HumanEval.
Version:
2023-11-10
Date:
2023-11-10
Notes:
CodeFuse-CodeGeeX2-6B released with HumanEval score of 45.12%.
Version:
2023-10-20
Date:
2023-10-20
Notes:
CodeFuse-QWen-14B technical documentation released.
Version:
2023-10-16
Date:
2023-10-16
Notes:
CodeFuse-QWen-14B released with HumanEval score of 48.78%.
Version:
2023-09-27
Date:
2023-09-27
Notes:
CodeFuse-StarCoder-15B released with HumanEval score of 54.9%.
Version:
2023-09-26
Date:
2023-09-26
Notes:
4-bit quantized CodeFuse-CodeLlama-34B released with 73.8% HumanEval score.
Version:
2023-09-11
Date:
2023-09-11
Notes:
CodeFuse-CodeLlama34B achieved 74.4% on HumanEval, open-source SOTA.
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
Updated2025-02-05
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

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

Rank the CodeFuse DeepSeek 33B 4bits 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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