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RLT 32B by SakanaAI

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  Arxiv:2502.07374   Arxiv:2506.08388 Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-32b-in...   Code   Conversational   Distillation   En   Instruct   Learning   Math   Qwen2   Reasoning   Region:us   Reinforcement   Rlt   Safetensors   Science   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/SakanaAI/RLT-32B 

RLT 32B Benchmarks

LLME Score: 0.28358
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RLT 32B (SakanaAI/RLT-32B)
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RLT 32B Parameters and Internals

LLM NameRLT 32B
Repository 🤗https://huggingface.co/SakanaAI/RLT-32B 
Base Model(s)  Qwen/Qwen2.5-32B-Instruct   Qwen/Qwen2.5-32B-Instruct
Model Size32b
Required VRAM65.8 GB
Updated2025-07-10
MaintainerSakanaAI
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   2.1 GB: 14-of-14
Supported Languagesen zh
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.51.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Qwen2.5 32B Gokgok Step3128K / 65.7 GB60
Note: green Score (e.g. "73.2") means that the model is better than SakanaAI/RLT-32B.

Rank the RLT 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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Release v20241124
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