Day 81: Model Tuning & Cross-Validation🔧📊 • Learned hyperparameters & tuning • Understood cross-validation for better generalization • Applied tuning CV on Titanic dataset • Improved model stability & performance #100DaysOfCode #ML #Python #ModelTuning #CrossValidation

Explore the precision of manual tuning, minus the manual part. 🔹 Available on AWS (@AWS_Partners): hubs.li/Q03T3Yj00 #ModelTuning #MachineLearning #NoCodeAI #MLWorkflow #ModelEvaluation #GenerativeAI #AWS_Partners

That’s a remarkable jump, especially the non-reasoning model hitting nearly 98% completion with minimal evasions. It shows how much thoughtful system prompt engineering and alignment tuning can reshape performance without altering core weights. This kind of transparency and responsiveness from xAI sets a strong precedent for iterative improvement driven by real-world feedback. #AIAlignment #ModelTuning #xAI #ResponsibleAI #PromptEngineering

When you're 30 tabs deep into tutorials and still confused... 😩 Luckily, @Yarm_AI is making model fine-tuning less painful and more powerful. ⚙️ Smart tools 🧠 Simplified workflows 📢 Community-first AI #YarmAI #Web3AI #ModelTuning #OpenSourceAI

"Automation is all about trust", says Ruchir Puri, Chief Scientist at @IBMResearch and an @IBM Fellow. During the #IBMTechXchange conference, I sat down with Ruchir and we discussed the role of AI Agents in SDLC, the operations of our software systems, and how multi-agent applications will be constructed. We also talked about how the role of developers will change over time. #AgenticAI is a smart way to reduce hallucinations in GenAI by containing the context within a domain. These agents will keep frontier models tamed and these agents will work with a new breed of Small Language Models improving the economics and reliability of the solutions. Here is a snippet from those talks. We dug deep into these topics, a snippet is in this tweet but the full video is here: youtu.be/stFC6Cx4nig?si=-45i… #IBMPartner #AIDev #Developers #GenAi #ModelTuning #SLMs #LLMs #FutureOfApplications @TamaraMcCleary @Craw @furrier @dvellante @ShellyKramer @DavidLinthicum @cleartechtoday @RealStrech

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6️⃣ Model Tuning: Fine-tuning hyperparameters is crucial for GBMs. You need to adjust parameters carefully. They include learning rate, number of trees, and tree depth. Their tuning is needed to achieve the best performance. #ModelTuning #AIOptimization

Project time. #pythonprogramming #Python #modeltuning #MachineLearning #DataScience #DataAnalytics

Discover the most accurate version of your ML model with SageMaker Automatic Model Tuning! Now you can specify environment variables for your scripts in your tuning jobs with the CreateTuningJob API. #SageMaker #ML #ModelTuning

#66daysofdata today I'm starting to learn about k fold cross validation using #sklearn. Based on my learning so far, sklearn is an mvp for sure! #python #machinelearning #modeltuning #crossvalidation

How do you choose #distributedcompute frameworks? Join our TechTalk to learn how to get started with @raydistributed. You'll see how #Ray and @NVIDIA GPU-accelerated compute leads to 50x performance gains in #modeltuning! RSVP now! domino.buzz/3uO8TTv #mlops #gpuacceleration

Compiler space has a popular track as Autotuning using ML. I see no problem ML conferences adding a subtrack as Model (Auto)tuning using ML #ML4ML #AutoML #modelTuning #neurips #ML #NAS #icml

SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer abs: arxiv.org/abs/2110.07904 approach matches or even exceeds the performance of MODELTUNING by a large margin across model sizes while being more parameter-efficient (up to 27,000× fewer task-specific parameters)

A product developer’s guide on improving a machine learning (ML) model after training. #machinelearning #ml #productdeveloper #modeltuning #shapvalues #hyperparametertuning #mage #mageai medium.mage.ai/improve-machi…

Check the list of #ModelTuning and #Hyperparameter Optimization tools! Great work @bumie_rose!

At @AWSreInvent, Kate Zimmerman Principal Deep Learning Architect at @awscloud talks of #ML lifecycle steps including #DataPreparation, #ModelTraining, #ModelTuning, #ModelDeployment, and how steps can be automated with #AmazonSageMakerAutopilot. #DataAnnotation #DataLabeling

Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models onlinelibrary.wiley.com/doi/… #biomod #SDM #modeltuning @simplystats @StatsForBios @JaneElith @GGuillera

AI Works Because Of Human Trainers In India - @DataDecisioning Spotlight - bit.ly/2CUFxXS - #DataLabelling #ImageLabelling #ImageAnnotation #DataAnnotation #MachineLearning #BPO #Semantics @PlaymentHQ @ImeritDigital #MTurk #ModelTuning - @Murali_Anand @FactorDaily

Maximize wireless spectrum usage with effective RF Planning & Design Services. Get datasheet  bit.ly/2S6o47o  #5GFast #5GDesignServices #Multi-bandDesign #Multi-RATplanning #5G-NR #LTE #ModelTuning #RFdesign&SitePlanning #CapacityPlanning #RFconfiguration

A new blog on Keras model tuning for beginners using Sagemaker. medium.com/@amulyabadal/auto… #sagemaker #keras #modeltuning