However, I found the following script here which worked well, reducing it from 19GB to 52 MB.
http://www.thescripts.com/forum/thread79839.html
use database_name
go
create table shrinkfile(
col1 int,
col2 char(2048)
)
dump tran database_name with no_log
dbcc shrinkfile(logical_name_of_log, 50, TRUNCATEONLY)
go
set nocount on
declare @i int
declare @limit int
select @i = 0
select @limit = 10000
while @i < @limit
begin
insert into shrinkfile values(@i, 'Shrink the log...')
select @i = @i + 1
end
drop table shrinkfile