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CTRL 32B by Zhihui

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CTRL 32B is an open-source language model by Zhihui. Features: 32b LLM, VRAM: 131.5GB, Context: 32K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.18.

  Arxiv:2502.03492   Codegen   Conversational   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Vllm
Model Card on HF 🤗: https://huggingface.co/Zhihui/CTRL-32B 

CTRL 32B Benchmarks

LLME Score: 0.17524
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CTRL 32B (Zhihui/CTRL-32B)
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CTRL 32B Parameters and Internals

LLM NameCTRL 32B
Repository 🤗https://huggingface.co/Zhihui/CTRL-32B 
Model Size32b
Required VRAM131.5 GB
Updated2026-05-18
MaintainerZhihui
Model Typeqwen2
Instruction-BasedYes
Model Files  4.5 GB: 1-of-29   4.7 GB: 2-of-29   4.5 GB: 3-of-29   4.5 GB: 4-of-29   4.7 GB: 5-of-29   4.5 GB: 6-of-29   4.5 GB: 7-of-29   4.7 GB: 8-of-29   4.5 GB: 9-of-29   4.5 GB: 10-of-29   4.7 GB: 11-of-29   4.5 GB: 12-of-29   4.5 GB: 13-of-29   4.7 GB: 14-of-29   4.5 GB: 15-of-29   4.5 GB: 16-of-29   4.7 GB: 17-of-29   4.5 GB: 18-of-29   4.5 GB: 19-of-29   4.7 GB: 20-of-29   4.5 GB: 21-of-29   4.5 GB: 22-of-29   4.7 GB: 23-of-29   4.5 GB: 24-of-29   4.5 GB: 25-of-29   4.7 GB: 26-of-29   4.5 GB: 27-of-29   4.5 GB: 28-of-29   3.7 GB: 29-of-29
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat32
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Zhihui/CTRL-32B.

Rank the CTRL 32B 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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