michalharakal · Oct 17, 2026 · Oct 17, 2026
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.62.1] — 2026-10-17
+
+Against engine **0.61.0**, a transformers-only fix: the JVM Laya loader overload is a member again
+(0.62.0 had made it an extension, which no existing caller imported). Nothing else changes; the BOM
+re-exports `skainet-bom:0.61.0`.
+
 ### Fixed
 
 - **`LayaModelLoader.load(directory: Path, …)` is a member again.** 0.62.0 had turned the JVM

diff --git a/README.md b/README.md
@@ -113,7 +113,9 @@ Honest status — see the project-status note at the top of this README.
 
 ## Current release
 
-The current release is **0.62.0**, against **SKaiNET 0.61.0**.
+The current release is **0.62.1**, against **SKaiNET 0.61.0**: a transformers-only fix on 0.62.0, whose JVM `LayaModelLoader.load(directory, …)` had become an extension function that existing callers did not import; it is a member again (`@JvmOverloads`, so Java callers keep the 0.61 signature).
+
+It builds on **0.62.0**, against **SKaiNET 0.61.0**:
 
 **Laya on the packed Q8_0 lane.** SKaiNET 0.61.0 (SKEEP-007, the browser lane) brings quantize-at-load for the SafeTensors and GGUF loaders, a SIMD128 kernel sidecar for browser builds and the packed-weight dispatch order. The Laya loader is common code over a `RandomAccessSource`, so the JVM, Android and browser builds share one loader, and `LayaWeightForms.q8_0For` quantizes the encoder and head projections and the 256k × 768 token table to Q8_0 at load — about a quarter of the FP32 bytes, served by the packed kernels on every tier. The lane is gated on decision quality: every `predict.json` choice agrees with FP32 and no value shifts by more than 0.05 (measured 0.035, 5/5 choices). FP32 parity stays the contract of the reference lane.
 
@@ -299,7 +301,7 @@ The recommended way to consume is via the BOM. It pins every published `skainet-
 
 ```kotlin
 dependencies {
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
 
     // Versions resolved from the BOM:
     implementation("sk.ainet.transformers:skainet-transformers-core")

diff --git a/docs/modules/ROOT/pages/how-to/export-moonshine-v2-streaming.adoc b/docs/modules/ROOT/pages/how-to/export-moonshine-v2-streaming.adoc
@@ -32,7 +32,7 @@ From your own build, resolve the published module and run its main class:
 ----
 val exportTool by configurations.creating
 dependencies {
-    exportTool(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    exportTool(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
     exportTool("sk.ainet.transformers:skainet-transformers-inference-moonshine")
 }
 tasks.register<JavaExec>("exportMoonshine") {

diff --git a/docs/modules/ROOT/pages/reference/moonshine-encoder.adoc b/docs/modules/ROOT/pages/reference/moonshine-encoder.adoc
@@ -24,7 +24,7 @@ a DSL decoder is future work.
 [source,kotlin]
 ----
 dependencies {
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
     implementation("sk.ainet.transformers:skainet-transformers-inference-moonshine")
 }
 ----

diff --git a/docs/modules/ROOT/pages/reference/typed-decisions.adoc b/docs/modules/ROOT/pages/reference/typed-decisions.adoc
@@ -12,7 +12,7 @@ below put that on the JVM path with the same contract for every model.
 [source,kotlin]
 ----
 dependencies {
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
     implementation("sk.ainet.transformers:skainet-transformers-decisions-api")      // the contract, no engine dependency
     implementation("sk.ainet.transformers:skainet-transformers-decisions-runtime")  // validation + acceptance policy
     implementation("sk.ainet.transformers:skainet-transformers-inference-laya")     // Laya as a DecisionAdapter

diff --git a/docs/modules/ROOT/pages/tutorials/android-getting-started.adoc b/docs/modules/ROOT/pages/tutorials/android-getting-started.adoc
@@ -55,7 +55,7 @@ dependencies {
     // self-registers it on ART at process start — nothing to call.
     runtimeOnly("sk.ainet.core:skainet-backend-jni-cpu")
 
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
     implementation("sk.ainet.transformers:skainet-transformers-core")
     implementation("sk.ainet.transformers:skainet-transformers-runtime-kllama")
     implementation("sk.ainet.transformers:skainet-transformers-inference-llama")

diff --git a/docs/modules/ROOT/pages/tutorials/getting-started-java.adoc b/docs/modules/ROOT/pages/tutorials/getting-started-java.adoc
@@ -25,7 +25,7 @@ In your `build.gradle.kts`:
 [source,kotlin]
 ----
 dependencies {
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
 
     implementation("sk.ainet.transformers:skainet-transformers-runtime-kllama")
     implementation("sk.ainet.transformers:skainet-transformers-agent")
@@ -41,7 +41,7 @@ Or in Maven (Maven needs the `-jvm` classifier suffix on platform artifacts):
     <dependency>
       <groupId>sk.ainet.transformers</groupId>
       <artifactId>skainet-transformers-bom</artifactId>
-      <version>0.62.0</version>
+      <version>0.62.1</version>
       <type>pom</type>
       <scope>import</scope>
     </dependency>

diff --git a/docs/modules/ROOT/pages/tutorials/getting-started-leaf.adoc b/docs/modules/ROOT/pages/tutorials/getting-started-leaf.adoc
@@ -34,7 +34,7 @@ encoder output to the advertised dimensionality. The runtime applies it automati
 [source,kotlin]
 ----
 dependencies {
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
     implementation("sk.ainet.transformers:skainet-transformers-providers")
 }
 ----

diff --git a/docs/modules/ROOT/pages/tutorials/llama3-tool-calling.adoc b/docs/modules/ROOT/pages/tutorials/llama3-tool-calling.adoc
@@ -52,7 +52,7 @@ The pieces you need live in three modules:
 [source,kotlin]
 ----
 dependencies {
-    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.0"))
+    implementation(platform("sk.ainet.transformers:skainet-transformers-bom:0.62.1"))
 
     implementation("sk.ainet.transformers:skainet-transformers-runtime-kllama")
     implementation("sk.ainet.transformers:skainet-transformers-agent")

diff --git a/gradle.properties b/gradle.properties
@@ -1,5 +1,5 @@
 GROUP=sk.ainet.transformers
-VERSION_NAME=0.62.0
+VERSION_NAME=0.62.1
 
 POM_DESCRIPTION=SKaiNET-transformers