diff --git a/Utilities/JIT.cpp b/Utilities/JIT.cpp
index f9bfd7d390..22417b0f4b 100644
--- a/Utilities/JIT.cpp
+++ b/Utilities/JIT.cpp
@@ -258,11 +258,11 @@ struct MemoryManager : llvm::RTDyldMemoryManager
 		return RTDyldMemoryManager::registerEHFrames(addr, load_addr, size);
 	}
 
-	virtual void deregisterEHFrames(u8* addr, u64 load_addr, std::size_t size) override
+	virtual void deregisterEHFrames() override
 	{
 		LOG_ERROR(GENERAL, "deregisterEHFrames() called"); // Not expected
 
-		return RTDyldMemoryManager::deregisterEHFrames(addr, load_addr, size);
+		return RTDyldMemoryManager::deregisterEHFrames();
 	}
 };
 
diff --git a/rpcs3/Emu/Cell/PPUTranslator.cpp b/rpcs3/Emu/Cell/PPUTranslator.cpp
index 965631c061..fda6c49f36 100644
--- a/rpcs3/Emu/Cell/PPUTranslator.cpp
+++ b/rpcs3/Emu/Cell/PPUTranslator.cpp
@@ -16,7 +16,7 @@ PPUTranslator::PPUTranslator(LLVMContext& context, Module* module, const ppu_mod
 	, m_module(module)
 	, m_is_be(false)
 	, m_info(info)
-	, m_pure_attr(AttributeSet::get(m_context, AttributeSet::FunctionIndex, {Attribute::NoUnwind, Attribute::ReadNone}))
+	, m_pure_attr(AttributeList::get(m_context,AttributeList::FunctionIndex, AttrBuilder().addAttribute(Attribute::NoUnwind).addAttribute(Attribute::ReadNone)))
 {
 	// There is no weak linkage on JIT, so let's create variables with different names for each module part
 	const u32 gsuffix = m_info.name.empty() ? info.funcs[0].addr : info.funcs[0].addr - m_info.segs[0].addr;
@@ -133,7 +133,7 @@ Function* PPUTranslator::Translate(const ppu_function& info)
 	const u64 base = m_reloc ? m_reloc->addr : 0;
 	m_addr = info.addr - base;
 
-	m_thread = &*m_function->getArgumentList().begin();
+	m_thread = &*m_function->arg_begin();
 	m_base_loaded = m_ir->CreateLoad(m_base);
 
 	m_body = BasicBlock::Create(m_context, "__body", m_function);
diff --git a/rpcs3/Emu/Cell/PPUTranslator.h b/rpcs3/Emu/Cell/PPUTranslator.h
index cefabf306e..d8ff09ec99 100644
--- a/rpcs3/Emu/Cell/PPUTranslator.h
+++ b/rpcs3/Emu/Cell/PPUTranslator.h
@@ -120,7 +120,7 @@ class PPUTranslator final //: public CPUTranslator
 	std::map<u64, const ppu_reloc*> m_relocs;
 
 	// Attributes for function calls which are "pure" and may be optimized away if their results are unused
-	const llvm::AttributeSet m_pure_attr;
+	const llvm::AttributeList m_pure_attr;
 
 	// IR builder
 	llvm::IRBuilder<>* m_ir;
@@ -404,7 +404,7 @@ public:
 
 	// Call a function with attribute list
 	template<typename... Args>
-	llvm::CallInst* Call(llvm::Type* ret, llvm::AttributeSet attr, llvm::StringRef name, Args... args)
+	llvm::CallInst* Call(llvm::Type* ret, llvm::AttributeList attr, llvm::StringRef name, Args... args)
 	{
 		// Call the function
 		return m_ir->CreateCall(m_module->getOrInsertFunction(name, llvm::FunctionType::get(ret, {args->getType()...}, false), attr), {args...});
@@ -414,7 +414,7 @@ public:
 	template<typename... Args>
 	llvm::CallInst* Call(llvm::Type* ret, llvm::StringRef name, Args... args)
 	{
-		return Call(ret, llvm::AttributeSet{}, name, args...);
+		return Call(ret, llvm::AttributeList{}, name, args...);
 	}
 
 	// Handle compilation errors