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Qwen2.5 Coder 14B Instruct by Qwen

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  Arxiv:2309.00071   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   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct 

Qwen2.5 Coder 14B Instruct Benchmarks

LLME Score: 0.37322
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 14B Instruct (Qwen/Qwen2.5-Coder-14B-Instruct)

Qwen2.5 Coder 14B Instruct Parameters and Internals

Model Type 
Causal Language Model
Supported Languages 
en (high)
Training Details 
Data Sources:
source code, text-code grounding, synthetic data
Data Volume:
5.5 trillion tokens
Context Length:
131072
Model Architecture:
transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameQwen2.5 Coder 14B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct 
Base Model(s)  Qwen/Qwen2.5-Coder-14B   Qwen/Qwen2.5-Coder-14B
Model Size14b
Required VRAM29.7 GB
Updated2024-12-08
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   4.7 GB: 6-of-6
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 Coder 14B Instruct

Model
Likes
Downloads
VRAM
....5 Coder 14B Instruct F16 GGUF871529 GB
....5 Coder 14B Instruct Bnb 4bit044139 GB
Qwen2.5 Coder 14B Instruct AWQ3338110 GB

Best Alternatives to Qwen2.5 Coder 14B Instruct

Best Alternatives
Context / RAM
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Rombos Coder V2.5 Qwen 14B32K / 29.7 GB911
EVA Meissa Coder 14B Instruct32K / 29.7 GB150
....5 Coder 14B Instruct Bnb 4bit32K / 9.9 GB44130
...Coder 14B Instruct Abliterated32K / 29.7 GB841
Qwen2.5 Coder 14B Instruct AWQ32K / 10 GB33813

Rank the Qwen2.5 Coder 14B 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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