Penguin-VL is a compact vision-language model family built to study how far multimodal efficiency can be pushed by redesigning the vision encoder, rather than only scaling data or model size.
Note: As we shift focus to Mainnet, we've stopped tracking new CodeAssist participation on Testnet. All historical data remains on-chain. CodeAssist is a completely private and local AI coding ...