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In table-1, is there any explanation for why the results of unsupervised PQ (MRR@10 = 0.028 @ compression ratio = 64x) so poor?
In our experience, PQ works reasonably well. For example, when we use…
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Hi,
thanks to all maintainers of this project, that's a great tool to streamline the building and tuning of a Faiss index.
I have a quick dumb question about the training of an index in distribute…
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作者你好
在论文中曾经提到,对tool的选择有使用text-embedding来进行选择
在微信推文”https://mp.weixin.qq.com/s/L3GiV2QHeybhVZSg_g_JRw“ 中也能看到相关代码
但是目前的仓库中似乎缺少这一部分
这部分选择,现在是完全交给llm决定吗?
是否能提供一份之前算法的代码呢?
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**Is your feature request related to a problem?**
Current, in k-nn while doing k-nn search we can send a single vector for doing the query. But there are usecases where customer want to send multiple…
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PaddleClas-release-2.5\deploy\shitu_android_demo路径下的安卓demo在WIN11中AndroidStudio运行报错
报错信息如下:
![image](https://user-images.githubusercontent.com/28588015/212255941-989ec10a-0afe-4293-ad4e-7eb886288…
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**问题描述 / Problem Description**
貌似没有成功加载xinference上的bge-large-zh-v1.5,是配置哪里不太对吗?
![企业微信截图_20240627091434](https://github.com/chatchat-space/Langchain-Chatchat/assets/61539382/87bc7c8a-a5b9-44e5-b39d-…
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Hello, thanks for the code. I cannot find the detail in the paper as to which sbert model was used? Also, could you clarify how to use it in the training pipeline?
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I have an application where there are 30-40M embeddings from CLIP which I am searching over.
These images were taken from K different sources (facebook, instagram, etc).
I'm hoping to train an…
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# Summary
Hello, I think I've met an issue not reported before. I have been experimenting with a large HNSW index, d=512, ~30M vectors, `HNSW32,SQ8`, with `efConstruction=100` or higher. It amounts…
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Hi, I'm following the instructions in `docs/experiments-msmarco-document.md`, and I am running into a few issues during the first re-ranking step `Re-Ranking with monoT5` (https://github.com/castorini…