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Qwen2.5 Coder 7B by Qwen

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  Arxiv:2309.00071   Arxiv:2409.12186   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-7b   Code   Codegen   Codeqwen   Conversational   En   Endpoints compatible   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Qwen2.5 Coder 7B Benchmarks

LLME Score: 0.36806
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 Parameters and Internals

LLM NameQwen2.5 Coder 7B
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-Coder-7B 
Base Model(s)  Qwen/Qwen2.5-7B   Qwen/Qwen2.5-7B
Model Size7b
Required VRAM15.2 GB
Updated2024-10-07
MaintainerQwen
Model Typeqwen2
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 Version4.45.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2.5 Coder 7B (Qwen/Qwen2.5-Coder-7B)

Quantized Models of the Qwen2.5 Coder 7B

Model
Likes
Downloads
VRAM
Qwen2.5 Coder 7B Bnb 4bit26255 GB

Best Alternatives to Qwen2.5 Coder 7B

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Qwen2.5 Coder 7B Instruct32K / 15.2 GB55827129
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Qwen2.5 Coder 7B32K / 15.3 GB711
...2.5 Coder 7B Instruct Bnb 4bit32K / 5.5 GB7674
Qwen2.5 Coder 7B Bnb 4bit32K / 5.5 GB6252
...Apply V0.2 Qwen2.5 Coder 7B Ft32K / 15.2 GB860
Qwen2.5 Coder 7B Instruct AWQ32K / 5.6 GB22524
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-Coder-7B.

Rank the Qwen2.5 Coder 7B 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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