2022:
– oh nooo!!! you can't run language models on cpu! you need an expensive nvidia GPU and special CUDA kernels and–
– *one bulgarian alpha chad sits down and writes some c++ code to run LLMs on cpu* – code works fine (don't need a GPU), becomes llama.cpp 2023:
– oh noo!!
CODE
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Bulgarian Developer Makes LLMs Run on CPU with llama.cpp
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Coding Skills Become Critical as AI Demand Grows
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If less people learn to code, coding could become a hugely in demand skill in the future. People who know how to code will be the ones who can figure out why the AI is acting up and debug problems that AI might have created.
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Citing AI Models with Dates for Research Reproducibility
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If you are writing a paper on AI, cite the model number but also the date range in which you used it. These systems are being continually improved and tuned. However, the lack of clear changes or versioning makes replicability hard sometimes (along with inherent LLM randomness)
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Programming Languages Evolution Toward Simplification
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Do you mind if I push back on this a little? I mentioned several times in my video that I’m oversimplifying. I was trying to avoid getting too much in the weeds. Over time, programming languages have 100% been designed to be simpler to use and to remove the complexities of the
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Airbyte PyAirbyte Integrates 350+ Connectors with LangChain
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Universal Document Loader with langchain-airbyte @AirbyteHQ just launched their Python-native data loading system, PyAirbyte, and we couldn't be more excited to partner on this launch. Ingest data from Airbyte's 350+ connectors to your LangChain app with the document
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Flowise AI Expands API Support for Image and Speech Processing
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These are also available as API Image – https://
docs.flowiseai.com/using-flowise/
api#image-uploads
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Speech – https://
docs.flowiseai.com/using-flowise/
api#speech-to-text
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Developer-in-a-Box: AI-Powered Development Tool Innovation
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Would this be a developer-in-a-box?https://t.co/kl9kTQ41In
— Jiquan Ngiam (@JiquanNgiam) 28 février 2024Would this be a developer-in-a-box?
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Self-corrective coding assistant with LangGraph and AlphaCodium
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Building a self-corrective coding assistant from scratch with LangGraph Code generation / analysis is one of the most important LLM applications. @itamar_mar and team recently released AlphaCodium, which showed that code generation can be improved by using a flow paradigm to
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Deep Learning Cheatsheet 13-Page PDF Download Available
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Super #DeepLearning Cheatsheet (13-page PDF) by @afshinea and @shervinea => download it here: https://
linkedin.com/feed/update/ur
n:li:activity:7168400362196877312/
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#NeuralNetworks #AI #Algorithms #MachineLearning #DataScience #Mathematics #DataScientists -
RAG Cheatsheet: Complete Guide with GitHub and Research Papers
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Download the full 5-page PDF => RAG (Retrieval Augmented Generation) Cheatsheet (with links to GitHub and research papers): https://
linkedin.com/feed/update/ur
n:li:activity:7164902842330275840/
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#AI #GenerativeAI #DeepLearning #Semantic #KnowledgeGraphs #GraphDB #VectorDB #LLMs #MachineLearning #DataScience