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# embeddings
An embedding is a numerical representation of a piece of information, for example, text, documents, images, audio, etc. The representation captures the semantic meaning of what is being …
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Your code example seems to imply that.
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Langchaingo is using indirectly github.com/pkoukk/tiktoken-go v 0.1.6 while newer OpenAI embedding models (text-embedding-3-small, text-embedding-3-large) had been added in 0.1.7...
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As a user, I want to be able to access Cohere Embedding models on Bedrock via the DIAL API leveraging OpenAI, LangChain or LlamaIndex Embeddings interface.
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### Is your feature request related to a problem? Please describe
部署BCE embedding模型, 3副本,分布在3张3090卡上,但是没法得到比单副本3倍的提升。 实质上吞吐量跟单卡一样
### Describe the solution you'd like
希望能增加可选配置,例如request limit。
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### System Info
System Info:
AWS EC2 G4dn
Amazon Linux
Model:jinaai/jina-reranker-v1-tiny-en or jinaai/jina-reranker-v1-turbo-en
Hardware: Nvidia-smi
Using latest docker version
C…
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Try out ResNet, CLIP, ViT, VideoMAE (or something you like) and use tsne (or other approaches) to evaluate clustering visually. You can do this on a jupyter notebook and show results. Use an publicly …
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See list of my current models in LM Studio. Why are some embedding models included in LLM model category? Which file(s) in LM studio Windows installation I can modify to force a model into specific ca…
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**Problem**
Jan lacks support for multilingual embedding models and cannot host both LLM and embedding models simultaneously.
**Success Criteria**
Jan should be enhanced to support a broader rang…
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I've been looking for up-to-date information about how various pre-trained models compare for clustering and topic modeling with BERTopic – rather than semantic search which is all the rage these days…