[Infer] Colossal-Inference serving example w/ TorchServe (single GPU case)

[yuanheng-zhao]

📌 Checklist before creating the PR

• I have created an issue for this PR for traceability
• The title follows the standard format: [doc/gemini/tensor/...]: A concise description
• I have added relevant tags if possible for us to better distinguish different PRs

🚨 Issue number

📝 What does this PR do?

• This PR adds necessary files for Colossal Inference serving with TorchServe. Steps of deployment were added into README.
• This demo is used for testing and demonstrating the usage of Colossal Inference from colossalai.inference.tensor_parallel with TorchServe. For now, serving for single-gpu inference is supported.

💥 Checklist before requesting a review

• I have linked my PR to an issue (instruction)
• My issue clearly describes the problem/feature/proposal, with diagrams/charts/table/code if possible
• I have performed a self-review of my code
• I have added thorough tests.
• I have added docstrings for all the functions/methods I implemented

⭐️ Do you enjoy contributing to Colossal-AI?

• 🌝 Yes, I do.
• 🌚 No, I don't.

Tell us more if you don't enjoy contributing to Colossal-AI.

wrong click