diff --git a/forge/build.gradle b/forge/build.gradle
index fb8c36f7..101dba1a 100644
--- a/forge/build.gradle
+++ b/forge/build.gradle
@@ -55,7 +55,7 @@ dependencies {
     modCompileOnly("me.shedaniel:RoughlyEnoughItems-forge:${rei_version}") { transitive false }
     modCompileOnly("dev.latvian.mods:kubejs-forge:${kubejs_version}")
     //modRuntimeOnly("curse.maven:ferritecore-429235:4441949")
-    modCompileOnly("team.chisel.ctm:CTM:${ctm_version}")
+    modCompileOnly("curse.maven:ctm-267602:${ctm_version}")
 
     modCompileOnly("curse.maven:supermartijncore-454372:4455391")
     modCompileOnly("vazkii.patchouli:Patchouli:1.19.2-77")
diff --git a/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/CTMModelBakeryAccessor.java b/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/CTMModelBakeryAccessor.java
new file mode 100644
index 00000000..16f2164a
--- /dev/null
+++ b/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/CTMModelBakeryAccessor.java
@@ -0,0 +1,16 @@
+package org.embeddedt.modernfix.forge.mixin.perf.dynamic_resources.ctm;
+
+import net.minecraft.client.resources.model.BakedModel;
+import net.minecraft.client.resources.model.ModelBakery;
+import org.embeddedt.modernfix.annotation.ClientOnlyMixin;
+import org.spongepowered.asm.mixin.Mixin;
+import org.spongepowered.asm.mixin.gen.Accessor;
+
+import java.util.Map;
+
+@Mixin(ModelBakery.class)
+@ClientOnlyMixin
+public interface CTMModelBakeryAccessor {
+    @Accessor("bakedCache")
+    Map<ModelBakery.BakedCacheKey, BakedModel> mfix$getBakedCache();
+}
diff --git a/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/TextureMetadataHandlerMixin.java b/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/TextureMetadataHandlerMixin.java
index 9dc1644b..333c857d 100644
--- a/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/TextureMetadataHandlerMixin.java
+++ b/forge/src/main/java/org/embeddedt/modernfix/forge/mixin/perf/dynamic_resources/ctm/TextureMetadataHandlerMixin.java
@@ -20,7 +20,6 @@ import org.spongepowered.asm.mixin.injection.Inject;
 import org.spongepowered.asm.mixin.injection.callback.CallbackInfo;
 import team.chisel.ctm.CTM;
 import team.chisel.ctm.api.model.IModelCTM;
-import team.chisel.ctm.client.mixin.ModelBakerImplAccessor;
 import team.chisel.ctm.client.model.AbstractCTMBakedModel;
 import team.chisel.ctm.client.model.ModelCTM;
 import team.chisel.ctm.client.texture.IMetadataSectionCTM;
@@ -39,7 +38,7 @@ public abstract class TextureMetadataHandlerMixin implements ModernFixClientInte
 
     @Shadow(remap = false) @Nonnull protected abstract BakedModel wrap(UnbakedModel model, BakedModel object) throws IOException;
 
-    @Shadow(remap = false) @Final public static Multimap<ResourceLocation, Material> TEXTURES_SCRAPED;
+    @Shadow(remap = false) @Final private Multimap<ResourceLocation, Material> scrapedTextures;
 
     @Inject(method = "<init>", at = @At("RETURN"))
     private void subscribeDynamic(CallbackInfo ci) {
@@ -70,7 +69,7 @@ public abstract class TextureMetadataHandlerMixin implements ModernFixClientInte
                     continue;
                 }
 
-                Collection<Material> textures = Sets.newHashSet(TEXTURES_SCRAPED.get(dep));
+                Collection<Material> textures = Sets.newHashSet(scrapedTextures.get(dep));
                 Collection<ResourceLocation> newDependencies = model.getDependencies();
                 for (Material tex : textures) {
                     IMetadataSectionCTM meta = null;
@@ -108,10 +107,12 @@ public abstract class TextureMetadataHandlerMixin implements ModernFixClientInte
             IModelCTM var10 = baked.getModel();
             if (var10 instanceof ModelCTM ctmModel) {
                 if (!ctmModel.isInitialized()) {
+                    // Clear the baked cache as upstream CTM does
+                    ((CTMModelBakeryAccessor)bakery).mfix$getBakedCache().clear();
                     Function<Material, TextureAtlasSprite> spriteGetter = (m) -> {
                         return Minecraft.getInstance().getModelManager().getAtlas(m.atlasLocation()).getSprite(m.texture());
                     };
-                    ModelBakery.ModelBakerImpl baker = ModelBakerImplAccessor.createImpl(bakery, ($, m) -> {
+                    ModelBakery.ModelBakerImpl baker = bakery.new ModelBakerImpl(($, m) -> {
                         return spriteGetter.apply(m);
                     }, key);
                     // bypass bakedCache so that dependent models get re-baked and thus retrieve their sprites again
diff --git a/gradle.properties b/gradle.properties
index 140abcfd..3c239fa4 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -12,7 +12,7 @@ parchment_version=2023.07.09
 refined_storage_version=4392788
 jei_version=15.8.0.11
 rei_version=11.0.597
-ctm_version=1.20.1-1.1.8+4
+ctm_version=5983309
 kubejs_version=1902.6.0-build.142
 rhino_version=1902.2.2-build.268
 supported_minecraft_versions=1.20.1