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Qwen2 Math 72B Instruct 8bit by mlx-community

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  8bit   Chat   Conversational   En   Instruct   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2-Math-72B-Instruct-8bit 

Qwen2 Math 72B Instruct 8bit Benchmarks

LLME Score: 0.20956
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 Math 72B Instruct 8bit (mlx-community/Qwen2-Math-72B-Instruct-8bit)

Qwen2 Math 72B Instruct 8bit Parameters and Internals

Model Type 
text generation
Additional Notes 
Converted to MLX format using mlx-lm version 0.16.1.
Supported Languages 
en (high)
LLM NameQwen2 Math 72B Instruct 8bit
Repository 🤗https://huggingface.co/mlx-community/Qwen2-Math-72B-Instruct-8bit 
Model Size72b
Required VRAM77.1 GB
Updated2025-02-05
Maintainermlx-community
Model Typeqwen2
Instruction-BasedYes
Model Files  5.2 GB: 1-of-15   5.2 GB: 2-of-15   5.3 GB: 3-of-15   5.3 GB: 4-of-15   5.2 GB: 5-of-15   5.3 GB: 6-of-15   5.3 GB: 7-of-15   5.2 GB: 8-of-15   5.3 GB: 9-of-15   5.3 GB: 10-of-15   5.2 GB: 11-of-15   5.3 GB: 12-of-15   5.3 GB: 13-of-15   5.2 GB: 14-of-15   3.5 GB: 15-of-15
Supported Languagesen
Quantization Type8bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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...struct Mix Calibration 4B EXL232K / 38.8 GB42
Qwen2 72B Instruct Bpw4 EXL232K / 38.7 GB50
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2-Math-72B-Instruct-8bit.

Rank the Qwen2 Math 72B Instruct 8bit 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  
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Code Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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