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Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 by ModelCloud

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Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 is an open-source language model by ModelCloud. Features: 32b LLM, VRAM: 21.3GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.16, HumanEval: 57.1.

  4-bit   4bit Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-...   Chat   Code   Codegen   Codeqwen   Conversational   En   Gptq   Gptqmodel   Instruct   Int4   Modelcloud   Quantized   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1 

Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 Benchmarks

LLME Score: 0.15665
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 Instruct Gptqmodel 4bit Vortex V1 (ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1)

Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 Parameters and Internals

LLM NameQwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1
Repository 🤗https://huggingface.co/ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1 
Base Model(s)  Qwen/Qwen2.5-Coder-32B   Qwen/Qwen2.5-Coder-32B
Model Size32b
Required VRAM21.3 GB
Updated2026-07-18
MaintainerModelCloud
Model Typeqwen2
Instruction-BasedYes
Model Files  3.9 GB: 1-of-6   4.0 GB: 2-of-6   4.0 GB: 3-of-6   4.0 GB: 4-of-6   3.8 GB: 5-of-6   1.6 GB: 6-of-6
Supported Languagesen
Quantization Type4bit
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1.

Rank the Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 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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