Leases - Schedule of Lease Term and Discount (Details) - CALUMET SPECIALTY PRODUCTS PARTNERS, L.P.	Jun. 30, 2024	Dec. 31, 2023
Lessee, Lease, Description [Line Items]
Operating leases, Weighted-average remaining lease term (years)	2 years 8 months 12 days	2 years 7 months 6 days
Finance leases, Weighted-average remaining lease term (years)	2 years 10 months 24 days	3 years 1 month 6 days
Operating leases, Weighted-average discount rate	8.60%	8.60%
Finance leases, Weighted-average discount rate	7.60%	7.30%