To add to the point above: Lambda Labs GPU Cloud NVIDIA A100 40GB is amazing for uptime, while Vast.ai Community Cloud RTX 4090 24GB is way cheaper! Theyre both fantastic for your budget!

honestly, trying to host the full DeepSeek R1 on a $200 budget is gonna be a nightmare. that model is massive and needs way more hardware than you think. for a customer service bot by friday, skip the aws headache and just use an api provider. it is basically one click and you just pay for what you use. here are my go-to spots for this:

• Groq DeepSeek-R1 Distill Llama 70B API for insane speed
• Together AI DeepSeek-R1 Inference Service
• RunPod NVIDIA RTX 3090 24GB VRAM if you really want to self-host a smaller distilled version if you go the runpod route, look for a one-click template for vllm or ollama. itll save you so much time. honestly though, just stick with the api for now so you dont blow your budget on idle gpu time while you're still figuring things out...

tl;dr: Go with Together AI Serverless API for the easiest setup, or RunPod GPU Cloud with an NVIDIA A6000 48GB VRAM instance if you want to host it yourself. honestly its super disappointing how complicated the big players like Azure make this for small businesses. i tried setting up a cluster there last month and it was a total headache and basically not as good as expected for the price. for your $200 budget, you unfortunately wont be able to run the full DeepSeek R1 model since it needs massive hardware like 8x NVIDIA H100 80GB GPU nodes which cost thousands. instead, look at the DeepSeek R1 Distill Qwen 32B model. it punches way above its weight for customer service bots. if you use a provider like Together AI, you just pay per use and itll easily stay under $50 a month for your traffic. if you really want your own server, RunPod is way more beginner friendly than AWS. you can get this done by friday tho, just dont overthink the hardware specs too much... i can help with the code if you get stuck.

To add to the point above: I definitely agree that using an API is the way to go if you're on a deadline, but you gotta be careful with reliability. If this is for a live business bot, you really don't want it crashing while you're asleep because a random server host went offline. I've had pretty good luck with OpenRouter Unified API lately because they have fallbacks if one provider goes down. It's super budget-friendly and keeps you way under that $200 limit. Tbh, renting a raw GPU like people mentioned is cool, but if you don't know how to manage a Linux server, it's gonna be a massive headache by Friday. One thing tho, make sure to set a hard spending limit in your dashboard right away. These things can rack up costs fast if your bot gets into an infinite loop or something weird. I would also suggest checking out Fireworks AI Serverless Inference as another solid option since their uptime is usually better than the ultra-cheap community clouds. Just keep it simple for now so you actually get it working in time. Good luck, you got this!