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Qwen2.5 Coder 7B Instruct GPTQ Int8 by Qwen

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Qwen2.5 Coder 7B Instruct GPTQ Int8 is an open-source language model by Qwen. Features: 7b LLM, VRAM: 8.9GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.16.

  Arxiv:2309.00071   Arxiv:2407.10671   Arxiv:2409.12186   8-bit Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-...   Chat   Code   Codegen   Codeqwen   Conversational   Deploy:azure   En   Endpoints compatible   Gptq   Instruct   Quantized   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct-GPTQ-Int8 

Qwen2.5 Coder 7B Instruct GPTQ Int8 Benchmarks

LLME Score: 0.1636
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 GPTQ Int8 (Qwen/Qwen2.5-Coder-7B-Instruct-GPTQ-Int8)
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Qwen2.5 Coder 7B Instruct GPTQ Int8 Parameters and Internals

LLM NameQwen2.5 Coder 7B Instruct GPTQ Int8
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct-GPTQ-Int8 
Base Model(s)  Qwen/Qwen2.5-Coder-7B-Instruct   Qwen/Qwen2.5-Coder-7B-Instruct
Model Size7b
Required VRAM8.9 GB
Updated2026-04-13
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  4.0 GB: 1-of-3   3.8 GB: 2-of-3   1.1 GB: 3-of-3
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
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 Typefloat16
Errorsreplace

Best Alternatives to Qwen2.5 Coder 7B Instruct GPTQ Int8

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Context / RAM
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....5 Coder 7B Instruct GPTQ Int432K / 5.6 GB99356913
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 GB92
Sft Model32K / 15.2 GB70
Qwen2.5 Coder 7B Instruct 4bit32K / 4.3 GB490811
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
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-Coder-7B-Instruct-GPTQ-Int8.

Rank the Qwen2.5 Coder 7B Instruct GPTQ Int8 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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