What’s the #1 problem teams encounter when #finetuning an #LLM? The dreaded "Out of memory" error. No, not a CUDA OOM, just a regular host out of memory error.
MACHINE LEARNING
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Data Analytics Basics for Marketeers in Data Science
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Data Analytics Basics – #DataScience For Marketeers #AILabPage #VinsLens @KirkDBorne @SwissCognitive @alvinfoo @mclynd @SpirosMargaris @ipfconline1 @Fabriziobustama @FrRonconi @enricomolinari @ingliguori @schmarzo @asokan_telecom @SBUCloud @terence_mills vinodsblog.com/2019/05/28/da…
→ View original post on X — @vinod1975, 2023-08-03 16:25 UTC
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Smart Information Retrieval Strategies for AI Systems
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The benefits over normal retrieval include: – You don't do retrieval if the question isn't about the topic
– You don't do retrieval if the question is about previously mentioned topics
– You can do multiple retrieval steps
– You can retrieve from multiple sources -
Hugging Face Joins PyTorch Foundation as Premier Member
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Hugging Face is now part of the PyTorch Foundation as a premier member We have been collaborating with the PyTorch team for the past four years and are committed to supporting the project. We share an objective: to lower the barrier of entry to ML. https://
pytorch.org/blog/hugging-f
ace-joins/?hss_channel=tw-776585502606721024
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Open Source as a Solution to AI Challenges
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Can Open Source save AI? – GigaOm https://
bit.ly/3q54Yle
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Bag-of-Words Results for IMDb Movie Review Dataset
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Nice work! I also had the bag-of-words results for the IMDb movie review dataset in my post https://
magazine.sebastianraschka.com/p/large-langua
ge-models-and-nearest
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Innovation Challenges in Large Organizations and Digital Transformation
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#tuesdaythoughts The inherent problem with #innovation and lots of big organizations. #DigitalTransformation #tech #AutonomousVehicles #SelfDrivingCars #electriccars #ElectricVehicles #AI #ML #metaverse #NFTs #blockchain Image credit: @alvinfoo
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Sentence Similarity: Embeddings and Dot Product Explained
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Check out this blog post by Luis Serrano on sentence similarity! He dives into the importance of embeddings in large language models & explains dot product and cosine similarity. Add some excitement to your tech reads! Read more:
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10 Scenario Analysis Frameworks for Future Performance Impact
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10 Scenario Analysis Frameworks Scenario analysis is conducted, to analyze the impacts of possible future events on performance by taking into account several alternative outcomes.
Which scenario analysis do you use? Credit Nicolas Boucher #BigData #Analytics #storytelling #AI -
H2O.ai and Snowflake Enable Secure Containerized ML Development
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http://
H2O.ai and @SnowflakeDB enable developers to Train, Deploy, and Score Containerized Software Without Compromising Data Security. @h2oai Link to the blogpost: https://
h2o.ai/blog/h2o-ai-an
d-snowflake-enable-developers-to-train-deploy-and-score-containerized-software-without-compromising-data-security/
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