Performance/memory efficiency improvements

.github/workflows/rust.yml

@@ -39,6 +39,8 @@ jobs:
 
       - name: Cache Rust artifacts
         uses: Swatinem/rust-cache@v2
+        with:
+          cache-bin: false
 
       - name: Rustfmt
         run: cargo fmt --all --check
@@ -192,6 +194,7 @@ jobs:
         uses: Swatinem/rust-cache@v2
         with:
           shared-key: platform-hosted-${{ matrix.target }}
+          cache-bin: false
 
       - name: Feature checks
         env:
@@ -492,6 +495,8 @@ jobs:
 
       - name: Cache Rust artifacts
         uses: Swatinem/rust-cache@v2
+        with:
+          cache-bin: false
 
       - name: Cross-target compile checks (RWKV-only portable profile)
         env:

.gitignore

@@ -34,4 +34,6 @@ python/infotheory_rs/_core*.pyd
 
 
 # Hutter's Papers
-docs/hutter
+docs/hutter
+
+docs/misc

crates/infotheory/Cargo.toml

@@ -67,6 +67,7 @@ backend-calibrated = []
 backend-mamba = []
 backend-rwkv = []
 backend-zpaq = ["dep:zpaq_rs"]
+research-tooling = []
 cli = ["aixi"]
 vm = ["aixi", "dep:nyx-lite"]
 

crates/infotheory/src/api/types.rs

@@ -273,7 +273,7 @@ pub enum MixtureKind {
     Convex,
     /// MDL-style best-expert selector.
     Mdl,
-    /// Bytewise neural logistic mixer (fx2-cmix style adaptation).
+    /// Bytewise neural logistic mixer (PAQ style adaptation).
     Neural,
 }