Jinjing Zhou

feat: add tests for envd-server

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[Feature] Colbert(ColPali-like) support

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### Motivation https://github.com/illuin-tech/colpali Recently Colbert+PaliGemma showed huge improvement on pdf file retrieval by using multimodal model instead of OCR+LLM. Would be nice if InternVL can support Colbert-like usage for downstream...

💡 [REQUEST] - How to get internal embeddings for downstream retrieval tasks like ColPali

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### 起始日期 | Start Date _No response_ ### 实现PR | Implementation PR _No response_ ### 相关Issues | Reference Issues _No response_ ### 摘要 | Summary https://github.com/illuin-tech/colpali Recently Colbert+PaliGemma showed big...

feat: Implement RabitQ

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A new and simple quantization method shows strong performance. It's the variant of binary quantization: - The query vector can be quantized into multiple bits instead of single bit to...

Currently the index build is synchronous, cannot update the progress with customized view now. Need to integrate with pg built-in progress report view.

[QST] Does cuvs support IVFFlat for dataset size larger then GPU memory?

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**What is your question?** Does cuvs support build the index with the dataset size larger than GPU memory? Also does cuvs support multigpu building?