This worked for me:
Dim binding As New WebHttpBinding(WebHttpSecurityMode.Transport)
binding.Security.Transport.ClientCredentialType = HttpClientCredentialType.None
binding.MaxBufferSize = Integer.MaxValue
binding.MaxReceivedMessageSize = Integer.MaxValue
binding.MaxBufferPoolSize = Integer.MaxValue