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machine learning dev community skip to content navigation menu search powered by algolia search log in create account dev community close machine learning a branch of artificial intelligence ai and computer science which focuses on the use of data and algorithms to imitate the way that humans learn gradually improving its accuracy follow hide create post submission guidelines articles and discussions should be directly related to the machine learning questions are encouraged see the help tag older machinelearning posts 1 2 3 4 5 6 7 8 9 75 1353 posts left menu sign in for the ability to sort posts by relevant latest or top right menu the file format renaissance parquet lance vortex nimble btrblocks and the new physics of columnar storage alex merced alex merced alex merced follow jul 13 the file format renaissance parquet lance vortex nimble btrblocks and the new physics of columnar storage architecture database dataengineering machinelearning comments add comment 21 min read one gradient spike six batches to nan debugging a deterministic neural network training failure ertugrul ertugrul ertugrul follow jul 13 one gradient spike six batches to nan debugging a deterministic neural network training failure ai machinelearning python learning 1 reaction comments add comment 6 min read i built a memory layer for llm agents that knows which facts go stale richard emate richard emate richard emate follow jul 13 i built a memory layer for llm agents that knows which facts go stale python ai opensource machinelearning comments 1 comment 6 min read 5 habits that finally helped me keep up with ai papers without burning out ethan ethan ethan follow jul 13 5 habits that finally helped me keep up with ai papers without burning out ai machinelearning productivity opensource comments add comment 3 min read implementing fairness gates in your ci cd pipeline ahmed gharbi ahmed gharbi ahmed gharbi follow jul 13 implementing fairness gates in your ci cd pipeline ai machinelearning python cicd comments add comment 4 min read evolution of accuracy and visual cognitive errors in a decade of vision language ai models cris d cris d cris d follow jul 13 evolution of accuracy and visual cognitive errors in a decade of vision language ai models ai deeplearning machinelearning nlp comments add comment 9 min read prompt engineering vs fine tuning when should you use each rushikeshpatil1007 rushikeshpatil1007 rushikeshpatil1007 follow jul 13 prompt engineering vs fine tuning when should you use each ai llm machinelearning rag comments add comment 4 min read learning ai orchestration and harness engineering by building an autonomous engineer for a bank ayush dubey ayush dubey ayush dubey follow jul 13 learning ai orchestration and harness engineering by building an autonomous engineer for a bank ai machinelearning opensource programming 1 reaction comments add comment 4 min read the golden set stopped catching regressions the day traffic changed ethan walker ethan walker ethan walker follow jul 13 the golden set stopped catching regressions the day traffic changed ai llm machinelearning testing 1 reaction comments add comment 6 min read i benchmarked 6 prompting strategies on two models the winner changes depending on which model you ask mohsin shafique mohsin shafique mohsin shafique follow jul 13 i benchmarked 6 prompting strategies on two models the winner changes depending on which model you ask ai llm promptengineering machinelearning 1 reaction comments add comment 4 min read llm inference latency why your 7b model gets 15 tok s on a t4 but 3 500 tok s on an h100 rey kingers rey kingers rey kingers follow jul 13 llm inference latency why your 7b model gets 15 tok s on a t4 but 3 500 tok s on an h100 ai gpu machinelearning programming 1 reaction comments add comment 5 min read learn embeddings by building a resume to project matcher alex chen alex chen alex chen follow jul 13 learn embeddings by building a resume to project matcher python machinelearning beginners ai comments add comment 2 min read the fraud that pays in full oluwagbade odimayo oluwagbade odimayo oluwagbade odimayo follow jul 12 the fraud that pays in full fraud machinelearning python datascience comments add comment 6 min read ai portfolio analyzer abhinav abhinav abhinav follow jul 12 ai portfolio analyzer showdev fintech machinelearning python comments add comment 3 min read your llm cannot tell when it is wrong build for that paul crinigan paul crinigan paul crinigan follow jul 12 your llm cannot tell when it is wrong build for that ai llm machinelearning comments 1 comment 1 min read sign in for the ability to sort posts by relevant latest or top trending guides resources glm 5 2 isn t free not even my us 4 000 spark can run it when software started writing software a developer s history of ai why mtp doesn t speed up your llama cpp inference and how to actually fix it i made claude gpt and gemini predict the entire 2026 world cup here s the experiment design how senior engineers use ai without burning through token limits reduce ai token usage by 60 90 how to serve mistral medium 3 5 128b without running out of gpu memory i built a world cup prediction model that retrains itself daily and can t cheat its own results i built jarvis os 1000 autonomous ai agents on prem 300ms voice latency here s the full ar openhuman follows openclaw s rise but with an obsidian brain building a real time cfd framework in jax aerojax i tested 9 serverless gpu providers for ai inference in 2026 here s what i d actually use andrej karpathy s neural networks zero to hero 1 intro to neural networks and backpropagation sub quadratic sparse attention how ssa solves the long context problem how a morse code message hacked grok lessons in ai security for developers i asked 6 ais to pick a random number their training data confessed everything ai gateway vs mcp gateway vs agent gateway what each one does and when you actually need them build it then use it how i wrote 435 ai engineering lessons from scratch google colab but in your favourite terminal zerostack a unix inspired coding agent written in pure rust how to fix cuda out of memory errors in stable diffusion webui google cloud tpu architecture versions explained from v1 to the eighth generation the best resources for audio stem separation in python 2026 95 r without neural networks solving the flipkart gridlock 2 0 traffic challenge why ai agents fail in production and how engineering teams are fixing it in 2026 mistral s codestral isn t another generalist model dev diamond sponsors thank you to our diamond sponsors for supporting the dev community google ai is the official ai model and platform partner of dev neon is the official database partner of dev algolia is the official search partner of dev dev community a space to discuss and keep up software development and manage your software career home dev challenges dev videos dev education tracks dev help advertise on dev 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