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Primary PoC is @hookhua ; tagging @sujen1412 for awareness.
The focus of this deliverable is on having the design for interoperability of workflow and large-scale processing.
Targeted for v4D2, due …
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**Description:**
Currently, our system provides an MQTT-based event interface. To improve flexibility and compatibility, especially in larger deployments, adding Apache Kafka as an alternative even…
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### What:
**Lazy loading and memory-efficient management of large image metadata catalogs** involve techniques to handle extensive datasets by loading only the necessary data into memory as needed.…
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### What happened?
https://github.com/kubernetes/kubernetes/blob/154b756e2ed850d2e64baea269dbb749ac02a77d/pkg/controller/nodelifecycle/node_lifecycle_controller.go#L711-L729
The node information use…
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### What:
**Adding features to work with images in the cloud and implementing lazy loading** involve handling image data stored in cloud storage systems efficiently. This means enabling access to i…
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AS AN Architect
I WANT excess data fetching in Training Module to be removed
SO THAT excess data requests, processing, logging, etc. would not overwhelm the system
### Acceptance Criteria
- [ …
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### The model to consider.
https://huggingface.co/tencent/Tencent-Hunyuan-Large
Tencent released a 389B MoE with only 52B activated parameters which beats the Llama 3.1 405B.
There are three chec…
mgoin updated
2 weeks ago
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Currently, the Marquez API for OpenLineage events (`/api/v1/lineage`) accepts one event per request, as seen in [OpenLineageResource.java#L67](https://github.com/MarquezProject/marquez/blob/423f0dd0b0…
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# Improve Scalability and Efficiency with Graph Optimization and Streaming Support
## Issue Description
The current implementation of Indexify's Python SDK may face challenges with very large gr…
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### 🚀 The feature, motivation and pitch
Feature: Implement Incremental PCA with native GPU support in PyTorch.
Motivation: I'm working on a large-scale machine learning project that requires dimen…