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Qwen2.5 Coder 32B Instruct 3bit by mlx-community

 »  All LLMs  »  mlx-community  »  Qwen2.5 Coder 32B Instruct 3bit   URL Share it on

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  3-bit   3bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-...   Chat   Code   Codegen   Codeqwen   Conversational   En   Endpoints compatible   Instruct   Mlx   Quantized   Qwen   Qwen-coder   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2.5-Coder-32B-Instruct-3bit 

Qwen2.5 Coder 32B Instruct 3bit Benchmarks

LMSys ELO: 1220 vs 1272 (so35)-4.1%
HumanEvalA: 63.38
Python Eva: 83.2 vs 92 (so35)-9.6%
Java Eval: 73.69
Javascript: 76.05
CPP Eval: 81.95
PHP Eval: 73.59
Julia Eval: 58.15
D Eval: 26.98
Lua Eval: 46.04
R Eval: 52.73
Racket Eva: 61.54
Rust Eval: 68.53
Swift Eval: 58.12
LLME Score: 0.40822
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 32B Instruct 3bit (mlx-community/Qwen2.5-Coder-32B-Instruct-3bit)

Qwen2.5 Coder 32B Instruct 3bit Parameters and Internals

Model Type 
text generation
Additional Notes 
The model was converted into MLX format using mlx-lm version 0.19.3.
Supported Languages 
en (high)
Input Output 
Input Format:
chat-based prompt
Accepted Modalities:
text
LLM NameQwen2.5 Coder 32B Instruct 3bit
Repository 🤗https://huggingface.co/mlx-community/Qwen2.5-Coder-32B-Instruct-3bit 
Base Model(s)  Qwen/Qwen2.5-Coder-32B-Instruct   Qwen/Qwen2.5-Coder-32B-Instruct
Model Size32b
Required VRAM14.3 GB
Updated2024-12-11
Maintainermlx-community
Model Typeqwen2
Instruction-BasedYes
Model Files  5.3 GB: 1-of-3   5.3 GB: 2-of-3   3.7 GB: 3-of-3
Supported Languagesen
Quantization Type3bit
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

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2.5-Coder-32B-Instruct-3bit.

Rank the Qwen2.5 Coder 32B Instruct 3bit 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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