TokScope

TokScope

Interactive Token Embedding Visualization Tool of LLMs

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With TokScope, you can intuitively understand how the model encodes language, discover potential biases, and evaluate the quality of token embeddings. Start exploring now!
TokScope gallery image
TokScope gallery image
TokScope gallery image
TokScope gallery image
TokScope gallery image
Free
Launch tags:Languages•Artificial Intelligence•Data Visualization
Launch Team / Built With
AssemblyAI
AssemblyAI
Build voice AI apps with a single API
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What do you think? …

raysilience
Maker
📌
Excited to share TokScope with you all! Ever wondered how LLMs process multiple languages—do they share the same concepts across them? 🤔 TokScope lets you interact with token embeddings to explore this! I found that in the DeepSeek model, numbers across languages form a centralized cluster. What surprising patterns have you discovered?