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Qwen2.5 Coder 0.5B Instruct by Qwen

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  Arxiv:2407.10671   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
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct 

Qwen2.5 Coder 0.5B Instruct Benchmarks

LLME Score: 0.2572
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 0.5B Instruct (Qwen/Qwen2.5-Coder-0.5B-Instruct)
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Qwen2.5 Coder 0.5B Instruct Parameters and Internals

Model Type 
Causal Language Models
Use Cases 
Areas:
research, commercial applications
Applications:
code generation, code reasoning, code fixing, Code Agents, mathematics
Supported Languages 
en (fluent)
Training Details 
Data Sources:
source code, text-code grounding, Synthetic data
Data Volume:
5.5 trillion tokens
Methodology:
Pretraining & Post-training
Context Length:
32768
Model Architecture:
transformers with RoPE, SwiGLU, RMSNorm, Attention QKV bias and tied word embeddings
Input Output 
Input Format:
structured prompt
Accepted Modalities:
text
Output Format:
generated text response
Release Notes 
Notes:
Significant improvements in code generation, reasoning, and fixing.
LLM NameQwen2.5 Coder 0.5B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct 
Base Model(s)  Qwen/Qwen2.5-Coder-0.5B   Qwen/Qwen2.5-Coder-0.5B
Model Size0.5b
Required VRAM1 GB
Updated2025-09-23
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  1.0 GB
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 Coder 0.5B Instruct

Model
Likes
Downloads
VRAM
...5 Coder 0.5B Instruct Bnb 4bit323560 GB
...wen2.5 Coder 0.5B Instruct AWQ311960 GB
...en2.5 Coder 0.5B Instruct 4bit411110 GB

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Rank the Qwen2.5 Coder 0.5B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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