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Qwen2.5 Coder 32B by Qwen

 »  All LLMs  »  Qwen  »  Qwen2.5 Coder 32B   URL Share it on

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  Arxiv:2309.00071   Arxiv:2407.10671   Arxiv:2409.12186   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-32b   Code   Codegen   Codeqwen   Conversational   En   Endpoints compatible   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Qwen2.5 Coder 32B Benchmarks

HumanEvalA: 55.07
Python Eva: 57.1 vs 92 (so35)-37.9%
Java Eval: 65.49
Javascript: 65.07
CPP Eval: 64.35
PHP Eval: 62.7
Julia Eval: 51.28
D Eval: 32.3
Lua Eval: 57.25
R Eval: 31.2
Racket Eva: 47.93
Rust Eval: 65.94
Swift Eval: 60.21
LLME Score: 0.42039
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2.5 Coder 32B Parameters and Internals

LLM NameQwen2.5 Coder 32B
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-Coder-32B 
Base Model(s)  Qwen/Qwen2.5-32B   Qwen/Qwen2.5-32B
Model Size32b
Required VRAM65.8 GB
Updated2024-11-21
MaintainerQwen
Model Typeqwen2
Model Files  4.9 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   2.1 GB: 14-of-14
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2.5 Coder 32B (Qwen/Qwen2.5-Coder-32B)

Quantized Models of the Qwen2.5 Coder 32B

Model
Likes
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VRAM
...truct Gptqmodel 4bit Vortex V179021 GB

Best Alternatives to Qwen2.5 Coder 32B

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Rombos Coder V2.5 Qwen 32B128K / 65.8 GB1114
Qwen2.5 Coder 32B Instruct32K / 65.8 GB44949859
...wen2.5 Coder 32B Instruct Bf1632K / 65.9 GB4997
Qwen2.5 Coder 32B Instruct32K / 65.8 GB2415
...wen2.5 Coder 32B Instruct 4bit32K / 18.5 GB6775
...wen2.5 Coder 32B Instruct 8bit32K / 34.9 GB5285
...Coder 32B Instruct Abliterated32K / 65.8 GB3984
...truct Gptqmodel 4bit Vortex V132K / 21.3 GB907
Qwen2.5 Coder 32B Instruct AWQ32K / 19.4 GB675011
...5 Coder 32B Instruct GPTQ Int832K / 35.1 GB525710
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-Coder-32B.

Rank the Qwen2.5 Coder 32B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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