mirror of
https://github.com/ruvnet/RuView
synced 2026-08-10 20:31:42 +00:00
ruv
d803bfe2b1
git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
26 lines
908 B
Rust
26 lines
908 B
Rust
//! Advanced Optimizations from Ruvector
|
|
//!
|
|
//! This module brings key optimizations from the ruvector ecosystem to ESP32:
|
|
//! - Binary quantization (32x compression)
|
|
//! - Product quantization (8-32x compression)
|
|
//! - Hamming distance with POPCNT
|
|
//! - Fixed-point softmax with lookup tables
|
|
//! - MicroLoRA for on-device adaptation
|
|
//! - Sparse attention patterns
|
|
//! - MinCut-inspired layer pruning
|
|
|
|
pub mod binary_quant;
|
|
pub mod product_quant;
|
|
pub mod lookup_tables;
|
|
pub mod micro_lora;
|
|
pub mod sparse_attention;
|
|
pub mod pruning;
|
|
|
|
// Re-exports
|
|
pub use binary_quant::{BinaryVector, BinaryEmbedding, hamming_distance, hamming_similarity};
|
|
pub use product_quant::{ProductQuantizer, PQCode};
|
|
pub use lookup_tables::{SoftmaxLUT, ExpLUT, DistanceLUT};
|
|
pub use micro_lora::{MicroLoRA, LoRAConfig};
|
|
pub use sparse_attention::{SparseAttention, AttentionPattern};
|
|
pub use pruning::{LayerPruner, PruningConfig};
|