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RLT 7B by SakanaAI

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  Arxiv:2502.07374   Arxiv:2506.08388 Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-7b-ins...   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-7B 

RLT 7B Benchmarks

LLME Score: 0.3095
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RLT 7B (SakanaAI/RLT-7B)
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RLT 7B Parameters and Internals

LLM NameRLT 7B
Repository 🤗https://huggingface.co/SakanaAI/RLT-7B 
Base Model(s)  Qwen/Qwen2.5-7B-Instruct   Qwen/Qwen2.5-7B-Instruct
Model Size7b
Required VRAM15.2 GB
Updated2025-07-02
MaintainerSakanaAI
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
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

Best Alternatives to RLT 7B

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Context / RAM
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Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB1601961334
Qwen2.5 7B RRP 1M986K / 15.2 GB17226
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB152
Qwen2.5 7B CelestialHarmony 1M986K / 14.8 GB137
Q2.5 Instruct 1M Harmony986K / 15.2 GB112
Impish QWEN 7B 1M986K / 15.2 GB794
COCO 7B Instruct 1M986K / 15.2 GB234
Qwen2.5 7B Instruct 1M986K / 15.2 GB20282
Apollo 7B986K / 15.2 GB130
Qwen2.5 7B Sky R1 Mini986K / 15.2 GB110
Note: green Score (e.g. "73.2") means that the model is better than SakanaAI/RLT-7B.

Rank the RLT 7B 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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