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Qwen2.5 Coder 7B Instruct 4bit by mlx-community

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Qwen2.5 Coder 7B Instruct 4bit is an open-source language model by mlx-community. Features: 7b LLM, VRAM: 4.3GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.19.

  4bit Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Chat   Code   Codegen   Codeqwen   Conversational   En   Endpoints compatible   Instruct   Mlx   Quantized   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2.5-Coder-7B-Instruct-4bit 

Qwen2.5 Coder 7B Instruct 4bit Benchmarks

LLME Score: 0.1867
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 7B Instruct 4bit (mlx-community/Qwen2.5-Coder-7B-Instruct-4bit)
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Qwen2.5 Coder 7B Instruct 4bit Parameters and Internals

LLM NameQwen2.5 Coder 7B Instruct 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen2.5-Coder-7B-Instruct-4bit 
Base Model(s)  Qwen/Qwen2.5-Coder-7B   Qwen/Qwen2.5-Coder-7B
Model Size7b
Required VRAM4.3 GB
Updated2026-04-13
Maintainermlx-community
Model Typeqwen2
Instruction-BasedYes
Model Files  4.3 GB
Supported Languagesen
Quantization Type4bit
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 Coder 7B Instruct 4bit

Model
Likes
Downloads
VRAM
Securereview 7B Mlx 4bit2154 GB

Best Alternatives to Qwen2.5 Coder 7B Instruct 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Securereview 7B Mlx 4bit32K / 4.3 GB152
...2.5 Coder 7B Instruct Bnb 4bit32K / 5.5 GB6791312
Qwen2.5 CoderX 7B V0.732K / 15.2 GB132
Qwen2.5 CoderX 7B V0.532K / 15.2 GB122
Sft Model32K / 15.2 GB70
UIGEN 7B 16bit32K / 15.2 GB85
...en2.5.1 Coder 7B Instruct 4bit32K / 4.3 GB6533
...en2.5.1 Coder 7B Instruct 8bit32K / 8.1 GB1563
FastApply 7B V1.032K / 15.2 GB14637
Qwen2.5 7B Rebase986K / 15.2 GB732
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2.5-Coder-7B-Instruct-4bit.

Rank the Qwen2.5 Coder 7B Instruct 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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