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Cost-efficient and pluggable Infrastructure components for GenAI inference

Results 339 aibrix issues
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### 🐛 Describe the bug This is the screenshot of kubectl get pod. You can see the STATUS is 'running' even if the pod is not actually ready (see the...

### 🚀 Feature Description and Motivation ![Image](https://github.com/user-attachments/assets/cebe4cf5-fc18-425b-9257-ab1e5216d597) Varun raise great point on the checking logic 1. consider number of containers 2. Second, better to have a second loop to match...

kind/feature
area/kv-cache

### 🐛 Describe the bug 1. release actions are not working ![Image](https://github.com/user-attachments/assets/ba04adf1-5f9c-46b9-aeb0-2530663e9953) 2. pushing artifacts failed ![Image](https://github.com/user-attachments/assets/5af29c4b-bbc5-434f-8849-ba7e78d31211) ### Steps to Reproduce _No response_ ### Expected behavior _No response_ ### Environment...

kind/misc

### 🐛 Describe the bug ![image](https://github.com/user-attachments/assets/0827c1ef-94ed-4cdf-afce-0068d68150a1) Let's follow up on how to better support such case. ### Steps to Reproduce _No response_ ### Expected behavior _No response_ ### Environment _No...

kind/enhancement
area/lora
priority/important-soon

### 🐛 Describe the bug We should mitigate such unhelpful messages by adjusting the debug level etc ![Image](https://github.com/user-attachments/assets/b2a726e8-efda-4250-a40f-f7359c7f78cb) ### Steps to Reproduce _No response_ ### Expected behavior _No response_ ###...

### 🚀 Feature Description and Motivation This is a follow up issue from https://github.com/aibrix/aibrix/pull/257#issuecomment-2383841118 from @varungup90 "Here retry will be for model adapter reconcile. For 5 retries, with 5 second...

kind/enhancement
good first issue
help wanted
area/lora
priority/important-soon

### Scenario 1 model adapter load is failing infinitely I added an error in model load. As expected model is not loading. But problem is that, in model adapter it...

kind/enhancement
help wanted
area/lora
event/bugbash

### 🚀 Feature Description and Motivation In the initial version, to simplify the the model adapter autoscaling, we determine to support only 1 replica in the CRD. Technically, we should...

kind/enhancement
area/lora
priority/important-soon

### 🐛 Describe the bug ![image](https://github.com/user-attachments/assets/2ef727f7-a390-440b-8b97-ab985a964fd0) ### Steps to Reproduce _No response_ ### Expected behavior _No response_ ### Environment _No response_

### 🚀 Feature Description and Motivation ![image](https://github.com/user-attachments/assets/d0092f15-8541-4bc8-82bc-c75d98bca4fe) this change blocks the CI and release pipeline. I temporarily change back but this needs to be changed later. ![image](https://github.com/user-attachments/assets/3d9fffd2-9a24-4ab2-8e7a-d34fa0f2176e) ### Use Case...