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CodeQwen1.5 7B by Qwen

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CodeQwen1.5 7B is an open-source language model by Qwen. Features: 7b LLM, VRAM: 14.6GB, Context: 64K, License: other, LLM Explorer Score: 0.15, HumanEval: 50.8.

  Arxiv:2309.16609   Deploy:azure   En   Endpoints compatible   Pretrained   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/CodeQwen1.5-7B 

CodeQwen1.5 7B Benchmarks

HumanEvalA: 40.47
Python Eva: 50.79 vs 92 (so35)-44.8%
Java Eval: 42.15
Javascript: 50.07
CPP Eval: 48.35
PHP Eval: 50.92
Julia Eval: 37.27
D Eval: 16.03
Lua Eval: 46.29
R Eval: 27.95
Racket Eva: 24.89
Rust Eval: 47.56
Swift Eval: 43.33
LLME Score: 0.15299
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeQwen1.5 7B (Qwen/CodeQwen1.5-7B)
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CodeQwen1.5 7B Parameters and Internals

Model Type 
text-generation, code generation
Use Cases 
Applications:
code infilling, code generation, text-to-SQL, bug fix
Considerations:
Be careful about stopping criteria.
Additional Notes 
Supporting 92 coding languages. Strong code generation capabilities and competitive performance across a series of benchmarks.
Training Details 
Data Volume:
3 trillion tokens
Methodology:
Group Query Attention (GQA) for efficient inference
Context Length:
64000
Model Architecture:
Transformer-based decoder-only language model
LLM NameCodeQwen1.5 7B
Repository 🤗https://huggingface.co/Qwen/CodeQwen1.5-7B 
Model Size7b
Required VRAM14.6 GB
Updated2026-03-14
MaintainerQwen
Model Typeqwen2
Model Files  3.9 GB: 1-of-4   4.0 GB: 2-of-4   4.0 GB: 3-of-4   2.7 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length65536
Model Max Length65536
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<fim_pad>
Vocabulary Size92416
Torch Data Typebfloat16

Quantized Models of the CodeQwen1.5 7B

Model
Likes
Downloads
VRAM
CodeQwen1.5 7B AWQ21105 GB
CodeQwen1.5 7B EXL2 8.0bpw167 GB

Best Alternatives to CodeQwen1.5 7B

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Preview986K / 15.2 GB50
Qwen2.5 7B Instruct 1M986K / 15.4 GB58209362
Hush Qwen2.5 7B V1.2986K / 15.2 GB31
Hush Qwen2.5 7B V1.1986K / 15.2 GB41
Hush Qwen2.5 7B V1.4986K / 15.2 GB41
Hush Qwen2.5 7B Preview986K / 15.2 GB50
Hush Qwen2.5 7B V1.3986K / 15.2 GB42
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB42
Qwen 2.5 7B Exp Sce986K / 15.2 GB52
Qwen2.5 7B MixStock V0.1986K / 15.2 GB73
Note: green Score (e.g. "73.2") means that the model is better than Qwen/CodeQwen1.5-7B.

Rank the CodeQwen1.5 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20260328a
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