How to deploy DeepSeek with Verda

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Get our tutorial on how to deploy DeepSeek LLM 7B with SGLang or vLLM while paying per request and scaling to zero (or hundreds of GPUs).

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The Verda Serverless containers help you serve AI models without worrying about infrastructure management.

We built them leveraging our experience in helping Freepik scale media generation to millions of requests per day. Learn more from their success story. (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VX2cL_4yKXsVW1Q-hfZ1qr_bBW6fpr4J5WKf2nN1CRsZd5n4LbW69t95C6lZ3nDW8MVkSg5wLzqTN8TkXByF8ywrN5kRxK4_J4hkVyVBRm3993njW5NnPR-51n-D_W74PDLl2pTFljW7y37jD6bSfGVW1F9yn73wFX65W6xWG5X3bZs43W7YKG332ghFmXN2VnhYD-VlL5W55vR9P5HhYynW5HGYYG82J7yLN92kXgRKTHQGW7Zr5VV59GjJxW2ydBmG8TMwR7W20hsy61d5_3qW6SjLH91dVc9-Vp4vTt85RhDQN8_hQl-gncmlW4QGg9r6d7BfhN1WB4W5W5xRZW53blcf4-tXj0W1-Mvbz30cdYBW2B69RZ7bCx2fW8hnxFc6hxRvCMzdBGy4BlsrN4kQVbfxnWjVW2FSwJL44Ck9_VrJdWy7DGcjmW8LGfP87LmYrKW8DfNN47K68BLW29lM_T1TKZnQW88BpVL1mPfq3W1PfNVy5dd_CtW4DpD5J6N48gnf6bZ_7P04 )

You can try our Serverless Containers with a step-by-step tutorial on how to deploy DeepSeek LLM 7B with SGLang.

Start the tutorial →
(https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VX2cL_4yKXsVW1Q-hfZ1qr_bBW6fpr4J5WKf2nN1CRsYY5n4LbW5BWr2F6lZ3l6W3KhN3b6d_9hnN6HWFG1k7K-hW1-98d07k8djgW7ZBz4f2ryF1kW9jvbPw3sWS59W1bKSyd7TZsX4N2jmpM6KkQZ3W8qsTBq8T5Yb-W937LMQ4CKx4YW1NyNsL1PGH9-W8mFYK376PbZFW5s2R_q2TPs4RN1qltBY2096LW5JMBGj5csFQFVncTN41fs_yYVVRCvl3t1h4ZW3Kdk575ZNc_nW7NHBgn6gDsmZN2n3RfV8j7G2W64gB1n5MkyBKW652Tkr4rwlFZW8Xljj_6rlmhXVDvQY52ycw0fN5DfQMHWYrpcW52lBcR5shFCFN5YLh7grcjptW4YxSQh2s8XlzW4zhwj08Rn2lHMJtfsqHs5d6W8dwLpc5qlQdrW3Hmp0l75tmW2W3gGl_h4q6lfFW3J4vpT4RxNJ7W7P5pPP4mn_rRf3tfjZq04 )

Other Tutorials

You can deploy models from various container registries, such as Docker Hub, GitHub Container Registry, GCP Artifacts, and AWS ECR. Learn more from our docs. (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VX2cL_4yKXsVW1Q-hfZ1qr_bBW6fpr4J5WKf2nN1CRsYF5n4LbW50kH_H6lZ3p3W8vTxng3GkrvYN933q9trg43BW1JJxPZ1wVgNxW2NP_lJ88NYdnW8JJNpF118rM0W34_VYD616x9hW4PQ2KM1W_mFbW88LZHw4cvQ1tVVJYhp2900dpVD9YSR17SFDxW3SsnYh6NwVYdVcbLTW45R-7GW8D-7WQ495bJVW3Tm7Qj4_b6cNW1YvT0n57zf2ZW2_HZFk8pwyk6N6c_-9RFKQfcW5LgN8K2k5r4GW6-rLyJ8_lyLYF8PT6p0c962W2Jwy421QPWq8W8N-T4V2_MlnwW3g9gP657ysymW4Zr3pj6RRcdhDfVtwkk9QSV99DhM2_lgHbW3jZNVF66nlPBW528HDm5C79y7W5D1thJ95tJL7W3CYdM-16pcm0W86D2tL9dHPFBW7nBWWG3NKKY8dZNdWM04 )

We have tutorials for other use cases, such as deploying FLUX.1-schnell with Replicate Cog or sending asynchronous inference requests with Whisper.

See all tutorials →
(https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VX2cL_4yKXsVW1Q-hfZ1qr_bBW6fpr4J5WKf2nN1CRs-K3pyd0W95jsWP6lZ3ljW1Xv0Md6Y-Y3-VzMDLR3q-hgDW8v_ml03tJB5pN79WZXVxHM4MN7RMsH-VcRcdW83L1gN4rXb1dV8FSmz5wXdGLW3bWFP_8bmtpZW608CDq7vwR7_W12z6c37Pv9XVW4Ghv1w57qM2hN4x18PqQddc_W3LBLgt1n5_yBW16Wkg-4VyPyQW1sJDfz5RGyqpW81S9855twl7bN5fp28fpvJ_LW5Sq-2M7RDygDW7qwsh92NjKJrW8W_RQd5fR8HVW3C8k7Q2v2FlpW1HM7lP79ctHFW67_ndd3M0qtLW1W57bV7m7WNgW2jfjbv5w8GslN11WBHx-T-G3VmPkfY9d2r0TVn-GJz1QdG4NW71q0Vb8rqx9yW4vq_Tj2pMNSYf96LxdC04 )

Next Steps

- Add your billing information. Learn more from our docs (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VX2cL_4yKXsVW1Q-hfZ1qr_bBW6fpr4J5WKf2nN1CRsZd5n4LbW69t95C6lZ3l7VdT58r51V2d1W6NKHtt7SQKQfW7MMT7T2T9Q_CW84v2ng4Q-c5zW58vJ_121lyhvW53JN3m31rKntW1ctYvh71cGVhW8M9tTb91HB94VmD9Bt6fKBRLW6DGFNr6qSKt1W39mGlY27mC73TBWCC87MwK_VJvn1K3v8TnMVv0X0Z3SB8J2W4s6Q6W91K5V0W58SRZh4bxG13W3s-kv23q2VNhW1Q5w2d5GL1M0VMflfQ7FWDwwVRNZpd4tV1RyW65tKgX3RTwpFVSh3557rBRbcN4Tl9L6jLM9lW5_H9QS4XrwbXW3vzZJC3YkNSMMQjx2lM8QBPW7ClhpF5yZMtvW95hBFP7hvFFyW7CczfY6PZ8MVW215Tch81v9nDW2T114J4yTQrjW4LYn1J7hHYbdVv-hV935D_fnW1QWVsf1PBZwpN2SprHmjfp1lW1WLNcW19xs-Bf4lc3KM04 ) .
- Deploy your first instance, cluster, or container.

Sign in →
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If you need support or have general questions about AI training and inference, you can always contact our engineers at: support@verda.com (mailto:support@verda.com)

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29 October 2026 · 10:00 UTC