Dev.to
7/19/2026

Zamin: A Scripting Language with a Rust-Based Bytecode VM and GPU-Accelerated ML
Short summary
Zamin is a new open-source scripting language built in Rust with a register-based bytecode VM, mark-and-sweep GC, and a GPU-accelerated ML module. It benchmarks faster than Python 3 on tight integer loops but lags significantly on string and list operations. Includes 25+ stdlib modules, Python interop, an LSP server, and compiles to WebAssembly.
- •Register-based bytecode VM with computed goto dispatch yields 15-25% performance win
- •GPU-accelerated linum module offers PyTorch-style API running on CUDA
- •Faster than CPython on integer loops but 13x slower on string concatenation — actively being improved
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