Graph-based Parent Document Retriever Parent Document Retriever is a more advanced retrieval technique We've worked with @neo4j to add a template for this that uses their graph database under the hood! Template: https://
github.com/langchain-ai/l
angchain/tree/master/templates/neo4j-parent
… Here's how it works: —-
CODE
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Graph-Based Parent Document Retriever with Neo4j Integration
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Three Essential Deep Learning Lessons: Scale, Data, and Engineering
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Deep learning lessons (known in 2016 but starkly confirmed since): 1. Scalable ideas > clever ideas
2. Improving the dataset > improving the model
3. Engineering chops > academic chops -
Cerebras SDK Workshop for Scientific Computing at SC23
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(1/2) On November 14th and 15th, stop by the @psc_live booth at #SC23 for an informational session. Join us from 2:00 – 2:45 pm MST for this session to learn how you can develop kernels and deliver scientific computing research using the Cerebras SDK on Neocortex
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Building LLM Chatbots with Cohere Chat Endpoint
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Building LLM chatbots can feel overwhelming, but it doesn’t have to be. The Chat endpoint provides a simple API to build LLM chatbots. In this LLM University chapter, learn how to build a chatbot with the Chat endpoint. https://
txt.cohere.com/chatbot-chat-e
ndpoint/
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Developer Streams 30-Day NLLB Model Replication Project
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He is still constantly learning and sharing. Aleksa even recently did a 30-day coding live streaming working on replicating Meta's NLLB (No Language Left Behind approach)
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Phi 1.5: TinyStories for Code Release
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phi1/1.5 is tinystories for code. Includes some of the same authors.
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70B LLM Inference Optimization in Kaggle Competitions
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Yes exactly that – although it's particularly used by Kagglers in competitions, since many of them *require* using Kaggle's infra. In a recent competition one person got 70B inference running in 14GB RAM! :O
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TIMM Models Testing Results Replicated Successfully
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Same results as we found in our test of timm models last year!
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LLM training papers accessibility in scientific research
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Yes, they study and have access to the same papers than were given to the LLM. This is how science works. You seem deeply shocked by this.
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ChatGPT Multimodal Capabilities Coming Soon for Developers
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For all the people sending when will it be available, "soon": https://
openai.com/blog/chatgpt-c
an-now-see-hear-and-speak#:~:text=Wereexcitedtorolloutthesecapabilitiestoothergroupsofusersincludingdeveloperssoonafter
….