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Qwen2.5 Coder 32B 4bit by mlx-community

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  4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-...   Code   Codegen   Codeqwen   Conversational   En   Endpoints compatible   Mlx   Quantized   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2.5-Coder-32B-4bit 

Qwen2.5 Coder 32B 4bit 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: 0.18969
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 4bit (mlx-community/Qwen2.5-Coder-32B-4bit)
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Qwen2.5 Coder 32B 4bit Parameters and Internals

LLM NameQwen2.5 Coder 32B 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen2.5-Coder-32B-4bit 
Base Model(s)  Qwen/Qwen2.5-Coder-32B   Qwen/Qwen2.5-Coder-32B
Model Size32b
Required VRAM18.5 GB
Updated2025-09-23
Maintainermlx-community
Model Typeqwen2
Model Files  5.4 GB: 1-of-4   5.3 GB: 2-of-4   5.4 GB: 3-of-4   2.4 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
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

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...wen2.5 Coder 32B Instruct 8bit32K / 34.9 GB4910
...truct Gptqmodel 4bit Vortex V132K / 21.3 GB715
Qwen2.5 Coder 32B 8bit32K / 34.9 GB224
...y Qwen2.5coder 32B V24.1q 200K195K / 65.8 GB72
...2.5 Godzilla Coder V2 51B 128K128K / 102.1 GB81
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2.5-Coder-32B-4bit.

Rank the Qwen2.5 Coder 32B 4bit 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 v20241124
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