We've consistently heard that the biggest blocker for enterprises to deploy "ChatGPT-your-data" applications is hallucinations Come learn from @sfgunslinger @nickscamara_ and @deepset_ai how to (1) limit hallucinations and (2) evaluate your app to make sure there aren't any!
TOOLS
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Automating Data Science Model Deployment with Abacus AI Platform
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#DataScientists often focus on answering a key question: How do I approach this problem? The operationalization of huge data, #MachineLearning Algorithms, & #DataScience Models can be fully automated by the @AbacusAI platform, potentially increasing model deployment speed by 10X!
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Building ML Systems: 30 MLOps Requirements Simplified by Abacus AI
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Building #MachineLearning Systems is hard. Here are 30 requirements for an #MLOps environment. @abacusai handles all that for you. You bring the data and the use case. They deliver the #ML environment: https://
abacus.ai/mlops
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#BigData #DataScience #AI #DataScientists #ML -
Alteryx Fanalytics Starter Kit Predicts Sports Outcomes
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Sports fan? Love working with #data? Use the #AlteryxFanalytics Starter Kit to predict outcomes and analyze stats! No matter your current level, our kit's pre-selected datasets, #AnalyticsTemplates, and fun use cases help everyone level up. Get your kit: http://
ow.ly/WFbN50OilaJ -
Community Pushes SoTA with Transformers and PEFT
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Wohooo! Using transformers and PEFT under the hood.. so cool to see the community using the HF ecosystem to continually challenge the current SoTA!
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IIoT Applications at Intersection of Digital Twins Report
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#IIoT Applications at Intersection of #DigitalTwins [PDF] https://
iotpractitioner.com/intelligence-r
eport-volume-17-iiot-applications-at-the-intersection-of-digital-twins/
… by @ValuerAI @iotpractitioner @IoTCommunity @IoTchannel ———
#IoT #IoTPL #AI #Edge #DigitalTransformation #Industry40 #Logistics #BigData #DataScience #MachineLearning #EdgeComputing #StreamAnalytics -
IoT Edge Intelligence Report on Computer Vision Released
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#IoT #IIoT #Edge Intelligence Report on #ComputerVision — 44page PDF: https://
iotpractitioner.com/intelligence-r
eport-volume-19-computer-vision/
… by @IoTCommunity @iotpractitioner @IoTchannel @ValuerAI ———
#IoTPL #IoTCL #AI #EdgeAI #DeepLearning #BigData #DataScience #MachineLearning #EdgeComputing #Industry40 #IoTCommunity -
ChatGPT Speeds Up SQL Query Writing Process
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I'm not an expert in SQL and writing a query like this one would have taken me a lot of time (visiting multiple websites, several query attempts, finding right search term, etc). But with ChatGPT, it took me just two prompts and ~1 min ¯_(ツ)_/¯
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OSS Tortoise-TTS and Metahuman SDK for voices and lipsync
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Forgot to add that we used the OSS Tortoise-TTS (
https://
github.com/neonbjb/tortoi
se-tts
…) for voices and Metahuman SDK (
https://
unrealengine.com/marketplace/en
-US/item/66b869fa0d3748e78d422e59716597b6?sessionInvalidated=true
…) for lipsync in-game -
Creating metahumans with ChatAvatar and character customization techniques
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– We then created metahumans and used https://
huggingface.co/spaces/DEEMOST
ECH/ChatAvatar
… and some work in character creator to make the faces similar (didn't spend too much time here)
– The level was an asset we picked up from the store since we didn't want to spend too much time there