Performance

Palisade uses a native Rust core to handle massive models efficiently without OOM errors. It employs smart streaming and memory mapping to validate models larger than available RAM.

Model Size	Format	Scan Time	Memory Usage	Validators
511.38 MB (250M)	SafeTensors	3.7 s	115.4 MB	13
2.09 GB	SafeTensors	14.3 s	115.4 MB	13
3.8 GB (7B Q4_K_M)	GGUF	29.4 s	140 MB	11
9.4 GB	SafeTensors	74.3 s	119.4 MB	13