I need to leave my husband

My husband is borderline alcoholic. He was sober when we got together and I didn't know he had a previous drinking problem until we had moved in together. 7 years later and he's been an alcohol for the last 6 years or so. He promised me he'd quit drinking when our son was born. Our son is now 8 months old and my husband is still drinking everyday. I'm currently sleeping on the sofa. I have given my husband an ultimatum but he keeps saying I'll never dollow through with leaving him and I think he's right. I love him so much, with all my being, he gave me my son! But I can't be the only one fighting for this marriage. I feel so broken and I can't fix me or him. 
I think I need to leave him for him to realise he needs to be sober for our son. He doesn't help much with our son and I do everything anyway. I'm not scared of leaving him, I'm just scared I'm making the wrong decision. I love him so much but I don't know if that enough anymore. 
Any advice would be great! I can't cope and need to decide wherever to stay and put up with it or go and loose the love of my life 

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