One important thing about the @AirbyteHQ integration we just added is that a lot of their loaders are meant for tabular data Luckily, @langchain has a lot of tools for working with tabular data! Thanks to @pelaseyed for identifying this and writing it up
OPEN SOURCE
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Rethinking Open Source Definition for AI Language Models
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"We keep using the term 'open source' in the context of large language models like Llama 2, but it’s not clear what we mean", or, rather, what "open source" means in world of floating point numbers as "code" https://
infoworld.com/article/370609
1/rethinking-open-source-for-ai.html
… by @mjasay for @InfoWorld with @Mashah08 -
Nvidia CUDA Lock-In and Greedy Models Hardware Strategy
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Covered some of this re: Nvidia’s (PyTorch) cuda lock-in, which is mostly for what I’d call “greedy models”—“low”-end hardware will be pretty good for a lot of inference (T4, A10, CPUs). Part of what makes Nvidia’s backing for PaxML interesting as well. https://
supervised.news/p/greedy-model
s-and-nvidias-open-source
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Five Python Packages For Geospatial Data Analysis
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5 Python Packages For Geospatial Data Analysis: This article discusses the importance of geospatial analysis and introduces five essential Python packages for effectively handling and visualizing valuable insights from geospatial data. https://
kdnuggets.com/2023/08/5-pyth
on-packages-geospatial-data-analysis.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=5-python-packages-for-geospatial-data-analysis
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Free eBooks to Start Your Data Science Journey Today
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Free Books to Start Data Science! @kdnuggets #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Free-eBooks-DS
cience
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HuggingFace Trainer Push to Hub and AutoTrain SpaceRunner
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Lets say if you are using hf trainer, it has a push to hub param that can be used. if flair doesnt push to hub, you'll need to do it in the code. autotrain spacerunner is just running the code for you that you provide 🙂
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Building Semantic Search Apps with ChromaDB Vector Database
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Great article by @avikumart_ on building a Semantic Search app using the #opensource vector database ChromaDB (
@trychroma
)! https://
medium.com/ai-science/bui
ld-semantic-search-applications-using-open-source-vector-database-chromadb-a15e9e7f14ce
… #LLMs -
Indie Devs Face Model Training Quality Barriers Without Big Data
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yea provlem is (and lmk if wrong) most indie devs cant train their own GPT models so they use openai/etc which cant get to the quality level needed with just "own or licensed content" as they need "everything online" amounts
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MONAI Generative Models: Open-Source Medical Imaging AI Platform
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MONAI Generative Models: An Open-Source Platform for Medical Imaging Advancements: Recent breakthroughs in generative artificial intelligence have sparked… #DataAnalytics #DataScience #DataDriven #SaaS #ITDirector #IoT #BigDataAnalytics #Blockchain https://
analyticsvidhya.com/blog/2023/08/m
onai-generative-models-an-open-source-platform-for-medical-imaging-advancements/?utm_source=dlvr.it&utm_medium=twitter
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Open Source AI: Legal Questions and Compliance Challenges
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Well, I *am* a lawyer, but not a very good one. I don't have good answers right now. Just lots of questions. I'm confident that if we grapple with the questions, we'll sort it out (just as we did when applying open source to software distributed as services over a network)