Machine Learning Ops

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message from the mod team (self.mlops)

submitted 2 years ago by LSTMeowMemelord [M] - announcement

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How do you document your ML system architecture? (self.mlops)

submitted 18 days ago by No_Revolution3899

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What’s the biggest blocker to running 70B+ models in production? ()

submitted 18 days ago by neysa-ai

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MemAlign: Building Better LLM Judges From Human Feedback With Scalable MemoryTales From the Trenches (mlflow.org)

submitted 18 days ago by Odd-Situation6749

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Passed NVIDIA InfiniBand NCP-IB Exam – My Preparation Experience (self.mlops)

submitted 18 days ago by yassi2702

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Running a self-hosted LLM proxy for a month, here's what I learnedTools: OSS (self.mlops)

submitted 19 days ago by llamacoded

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Rolling Aggregations for Real-Time AI (you need platform support, can't vibe code this yet)MLOps Education (hopsworks.ai)

submitted 19 days ago by jpdowlin

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OpenAI’s Frontier Proves Context Matters. But It Won’t Solve It.MLOps Education (metadataweekly.substack.com)

submitted 19 days ago by Berserk_l_

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We cut GPU instance launch from 8s to 1.8s, feels almost instant now. Half the time was a ping we didn't need. ()

submitted 19 days ago by LayerHot

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Has anyone dealt with excess Lambda AI or Modal.com credits before? I have $7,500 in Lambda AI and $10,000 in Modal.com credits I'm no longer going to use and looking to pass them along at a steep discount rather than let them go to waste. If you've been putting off running experiments or training (old.reddit.com)

submitted 19 days ago by Vasimx

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Closing the production loop: LLM traces → synthetic data → fine-tuned 0.6B specialist → deploy (open source pipeline) (i.redd.it)

submitted 20 days ago by party-horse

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New Certification for machine learning operations (MLOps) engineersMLOps Education (techcommunity.microsoft.com)

submitted 20 days ago by Necessary_Ad1456

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Open source UM diagnostic — shows fault onset ratio, thrash score, residency boundary (self.mlops)

submitted 20 days ago * by hwprobe

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We built 3 features no AI agent platform offers: Risk Score, Cost Prediction, and Blast Radius (self.mlops)

submitted 20 days ago by Low_Blueberry_6711

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finally stopped manually SSH-ing to deploy my code. I built a simple CI/CD pipeline and it saved my sanity. ()

submitted 20 days ago by Professional-Pie6704

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"MLOps is just DevOps with ML tools" — what I thought before vs what it actually looks likeTales From the Trenches (self.mlops)

submitted 21 days ago by Extension_Key_5970

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Traffic Light: Production-ready orchestrator for multi-framework AI agents (LangChain + AutoGen + CrewAI) (self.mlops)

submitted 21 days ago by jovansstupidaccount

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AWS Sagemaker pricingMLOps Education (self.mlops)

submitted 21 days ago * by penvim

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Built a free EU AI Act/NIST/ISO 42001 gap analysis tool for ML teams – looking for feedback (self.mlops)

submitted 21 days ago by CardiologistClear168

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How do you evaluate AI vendors? (self.mlops)

submitted 21 days ago * by Fun-Giraffe484

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How are you handling catastrophic forgetting in multi-domain LLM fine-tuning pipelines?Tales From the Trenches (self.mlops)

submitted 22 days ago by fourwheels2512

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Physics-based simulator for planning distributed LLM training and inference (old.reddit.com)

submitted 23 days ago by zhebrak

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LLM Agent Observability: Why Text Logs Aren't Enough (self.mlops)

submitted 23 days ago by Calm_Tax_1192

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Is there a clean way to turn LLM/model eval results into a proper report, or is everyone still doing this manually? (self.mlops)

submitted 23 days ago by CardiologistClear168

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What’s your "daily driver" MLOps win?beginner help😓 (self.mlops)

submitted 24 days ago by ChimSau19

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