diff --git a/src/systems/abstractsystem.jl b/src/systems/abstractsystem.jl
index f1b1c72dd0..2022f5d5d0 100644
--- a/src/systems/abstractsystem.jl
+++ b/src/systems/abstractsystem.jl
@@ -260,7 +260,8 @@ function wrap_array_vars(
                 Let(
                     vcat(
                         [k ← :(view($(expr.args[uind].name), $v)) for (k, v) in array_vars],
-                        [k ← :(view($(expr.args[uind+1].name), $v)) for (k, v) in array_pars]
+                        [k ← :(view($(expr.args[uind + 1].name), $v))
+                         for (k, v) in array_pars]
                     ),
                     expr.body,
                     false
@@ -275,7 +276,8 @@ function wrap_array_vars(
                 Let(
                     vcat(
                         [k ← :(view($(expr.args[uind].name), $v)) for (k, v) in array_vars],
-                        [k ← :(view($(expr.args[uind+1].name), $v)) for (k, v) in array_pars]
+                        [k ← :(view($(expr.args[uind + 1].name), $v))
+                         for (k, v) in array_pars]
                     ),
                     expr.body,
                     false
@@ -288,8 +290,10 @@ function wrap_array_vars(
                 [],
                 Let(
                     vcat(
-                        [k ← :(view($(expr.args[uind+1].name), $v)) for (k, v) in array_vars],
-                        [k ← :(view($(expr.args[uind+2].name), $v)) for (k, v) in array_pars]
+                        [k ← :(view($(expr.args[uind + 1].name), $v))
+                         for (k, v) in array_vars],
+                        [k ← :(view($(expr.args[uind + 2].name), $v))
+                         for (k, v) in array_pars]
                     ),
                     expr.body,
                     false
diff --git a/src/systems/index_cache.jl b/src/systems/index_cache.jl
index 6979cb26d3..ac82d8257f 100644
--- a/src/systems/index_cache.jl
+++ b/src/systems/index_cache.jl
@@ -239,9 +239,9 @@ function IndexCache(sys::AbstractSystem)
         insert_by_type!(
             if ctype <: Real || ctype <: AbstractArray{<:Real}
                 if istunable(p, true) && Symbolics.shape(p) != Symbolics.Unknown &&
-                    (ctype == Real || ctype <: AbstractFloat ||
-                        ctype <: AbstractArray{Real} ||
-                        ctype <: AbstractArray{<:AbstractFloat})
+                   (ctype == Real || ctype <: AbstractFloat ||
+                    ctype <: AbstractArray{Real} ||
+                    ctype <: AbstractArray{<:AbstractFloat})
                     tunable_buffers
                 else
                     constant_buffers
@@ -450,7 +450,7 @@ function reorder_parameters(ic::IndexCache, ps; drop_missing = false)
         ()
     else
         (BasicSymbolic[unwrap(variable(:DEF))
-                              for _ in 1:(ic.tunable_buffer_size.length)],)
+                       for _ in 1:(ic.tunable_buffer_size.length)],)
     end
     disc_buf = Tuple(BasicSymbolic[unwrap(variable(:DEF)) for _ in 1:(temp.length)]
     for temp in Iterators.flatten(ic.discrete_buffer_sizes))
diff --git a/src/systems/parameter_buffer.jl b/src/systems/parameter_buffer.jl
index 60c20c96d6..b7187bcd5b 100644
--- a/src/systems/parameter_buffer.jl
+++ b/src/systems/parameter_buffer.jl
@@ -175,7 +175,8 @@ function MTKParameters(
         end
         dep_exprs = identity.(dep_exprs)
         psyms = reorder_parameters(ic, full_parameters(sys))
-        update_fn_exprs = build_function(dep_exprs, psyms..., expression = Val{true}, wrap_code = wrap_array_vars(sys, dep_exprs; dvs = nothing))
+        update_fn_exprs = build_function(dep_exprs, psyms..., expression = Val{true},
+            wrap_code = wrap_array_vars(sys, dep_exprs; dvs = nothing))
 
         update_function_oop, update_function_iip = eval_or_rgf.(
             update_fn_exprs; eval_expression, eval_module)
@@ -306,8 +307,8 @@ function SciMLStructures.replace!(::SciMLStructures.Tunable, p::MTKParameters, n
 end
 
 for (Portion, field, recurse) in [(SciMLStructures.Discrete, :discrete, 2)
-                         (SciMLStructures.Constants, :constant, 1)
-                         (Nonnumeric, :nonnumeric, 1)]
+                                  (SciMLStructures.Constants, :constant, 1)
+                                  (Nonnumeric, :nonnumeric, 1)]
     @eval function SciMLStructures.canonicalize(::$Portion, p::MTKParameters)
         as_vector = buffer_to_arraypartition(p.$field)
         repack = let as_vector = as_vector, p = p
@@ -396,7 +397,8 @@ function SymbolicIndexingInterface.set_parameter!(
             k, l... = k
             if isempty(l)
                 if validate_size && size(val) !== size(p.discrete[i][j][k])
-                    throw(InvalidParameterSizeException(size(p.discrete[i][j][k]), size(val)))
+                    throw(InvalidParameterSizeException(
+                        size(p.discrete[i][j][k]), size(val)))
                 end
                 p.discrete[i][j][k] = val
             else