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Qwen2.5 Coder 7B Instruct by Qwen

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  Arxiv:2309.00071   Arxiv:2409.12186   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Chat   Code   Codegen   Codeqwen   Conversational   En   Endpoints compatible   Instruct   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Qwen2.5 Coder 7B Instruct Benchmarks

LLME Score: 0.44977
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 Parameters and Internals

LLM NameQwen2.5 Coder 7B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct 
Base Model(s)  Qwen/Qwen2.5-Coder-7B   Qwen/Qwen2.5-Coder-7B
Model Size7b
Required VRAM15.2 GB
Updated2024-10-11
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
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
Qwen2.5 Coder 7B Instruct (Qwen/Qwen2.5-Coder-7B-Instruct)

Quantized Models of the Qwen2.5 Coder 7B Instruct

Model
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VRAM
Qwen2.5 Coder 7B Instruct AWQ426265 GB
...2.5 Coder 7B Instruct Bnb 4bit410275 GB

Best Alternatives to Qwen2.5 Coder 7B Instruct

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Context / RAM
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Qwen2.5 Coder 7B Instruct32K / 15.3 GB1642
...2.5 Coder 7B Instruct Bnb 4bit32K / 5.5 GB10274
... Coder 7B Instruct Abliterated32K / 15.2 GB204
Qwen2.5 Coder 7B Instruct AWQ32K / 5.6 GB26264

Rank the Qwen2.5 Coder 7B Instruct 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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Release v2024072803
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