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Qwen2.5 4x7B Quad Coder Instruct 30B by DavidAU

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  4x7b   Autotrain compatible Base model:merge:open-r1/olymp... Base model:merge:qwen/qwen2.5-... Base model:merge:tiger-lab/vis... Base model:merge:zhuyaoyu/code... Base model:open-r1/olympiccode... Base model:qwen/qwen2.5-coder-... Base model:tiger-lab/viscoder-... Base model:zhuyaoyu/codev-r1-q...   Chat   Code   Code generation   Codegen   Codeqwen   Coder   Coding   Conversational   En   Endpoints compatible   Instruct   Merge   Mixture of experts   Moe   Qwen   Qwen-coder   Qwen2   Qwen2 moe   Qwen2moe   Region:us   Safetensors   Sharded   Shared expert   Tensorflow
Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen2.5-4x7B-Quad-Coder-Instruct-30B 

Qwen2.5 4x7B Quad Coder Instruct 30B Benchmarks

LLME Score: 0.23264
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2.5 4x7B Quad Coder Instruct 30B (DavidAU/Qwen2.5-4x7B-Quad-Coder-Instruct-30B)
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Qwen2.5 4x7B Quad Coder Instruct 30B Parameters and Internals

LLM NameQwen2.5 4x7B Quad Coder Instruct 30B
Repository 🤗https://huggingface.co/DavidAU/Qwen2.5-4x7B-Quad-Coder-Instruct-30B 
Base Model(s)  OlympicCoder 7B   Qwen/Qwen2.5-Coder-7B-Instruct   CodeV R1 Qwen 7B   VisCoder 7B   open-r1/OlympicCoder-7B   Qwen/Qwen2.5-Coder-7B-Instruct   zhuyaoyu/CodeV-R1-Qwen-7B   TIGER-Lab/VisCoder-7B
Model Size30.4b
Required VRAM61 GB
Updated2025-09-23
MaintainerDavidAU
Model Typeqwen2_moe
Instruction-BasedYes
Model Files  5.0 GB: 1-of-13   4.9 GB: 2-of-13   4.9 GB: 3-of-13   4.9 GB: 4-of-13   4.9 GB: 5-of-13   4.9 GB: 6-of-13   4.9 GB: 7-of-13   4.9 GB: 8-of-13   4.9 GB: 9-of-13   4.9 GB: 10-of-13   4.9 GB: 11-of-13   4.9 GB: 12-of-13   2.1 GB: 13-of-13
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen2MoeForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.52.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|im_end|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Instruction Following and Task Automation  
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Release v20241124
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