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A checklist before you ship a notebook model
Ines Mota
Ines Mota
Ines Mota
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Nov 1
A checklist before you ship a notebook model
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machinelearning
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python
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mlops
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1 min read
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RTX 3090 vs A100 for a 7B model on vLLM: the cheaper GPU depends on your answer time
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Nov 1
RTX 3090 vs A100 for a 7B model on vLLM: the cheaper GPU depends on your answer time
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vllm
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llm
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mlops
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gpu
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2 min read
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Before You Burn GPU Hours, Smoke-Test One Task on a Cheap CPU Runtime
kohei matsunobu
kohei matsunobu
kohei matsunobu
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Oct 31
Before You Burn GPU Hours, Smoke-Test One Task on a Cheap CPU Runtime
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python
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testing
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pytest
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mlops
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5 min read
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Mistral Large 4 Weights Are Out – What It Means for Building LLM Infrastructures
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 30
Mistral Large 4 Weights Are Out – What It Means for Building LLM Infrastructures
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ai
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llm
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mlops
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4 min read
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Canary Releases for an ML Model on KServe: Replayed Traffic, Sidecar Metrics and Automatic Rollback
George Ezejiofor
George Ezejiofor
George Ezejiofor
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Oct 29
Canary Releases for an ML Model on KServe: Replayed Traffic, Sidecar Metrics and Automatic Rollback
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kubernetes
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machinelearning
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mlops
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kserve
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17 min read
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Day 29: Managing Technical Debt, Drift and Model Governance in Enterprise IT
Suresh Kumar Pallapothu
Suresh Kumar Pallapothu
Suresh Kumar Pallapothu
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Oct 29
Day 29: Managing Technical Debt, Drift and Model Governance in Enterprise IT
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ai
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mlops
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governance
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30dayaiseries
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3 min read
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The boring half of shipping a model
Ines Mota
Ines Mota
Ines Mota
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Oct 29
The boring half of shipping a model
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machinelearning
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mlops
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python
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1 min read
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Building an MLOps Workflow: From Experiment to Production
Tomasz Krystman
Tomasz Krystman
Tomasz Krystman
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Oct 29
Building an MLOps Workflow: From Experiment to Production
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mlops
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machinelearning
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devops
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tutorial
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7 min read
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Anthropic’s Claude Training Controversy: What It Means for AI Engineers
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 28
Anthropic’s Claude Training Controversy: What It Means for AI Engineers
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ai
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security
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mlops
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4 min read
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Same RTX 3090, 22x cheaper per token: what concurrency does to vLLM cost
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Oct 28
Same RTX 3090, 22x cheaper per token: what concurrency does to vLLM cost
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vllm
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llm
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gpu
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mlops
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2 min read
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Anthropic’s S‑1 Filing: What It Means for AI Engineers and How to Start Using Claude Today
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 27
Anthropic’s S‑1 Filing: What It Means for AI Engineers and How to Start Using Claude Today
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ai
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mlops
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cloud
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4 min read
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Why Your Training Script Will Fail on the Next GPU Pod Even If It Worked Last Time
Francisco Booth
Francisco Booth
Francisco Booth
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Oct 26
Why Your Training Script Will Fail on the Next GPU Pod Even If It Worked Last Time
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machinelearning
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python
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mlops
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runpod
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3 min read
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Day 25: Automated CI/CD — Automating the Software Lifecycle for AI Models
Suresh Kumar Pallapothu
Suresh Kumar Pallapothu
Suresh Kumar Pallapothu
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Oct 25
Day 25: Automated CI/CD — Automating the Software Lifecycle for AI Models
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ai
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mlops
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cicd
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30dayaiseries
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3 min read
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Kimi K3.1 Pro & High‑Speed: What It Means for AI‑Heavy DevOps
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 25
Kimi K3.1 Pro & High‑Speed: What It Means for AI‑Heavy DevOps
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ai
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mlops
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cloud
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4 min read
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Kimi K3.1 Pro & Highspeed: What It Means for AI‑Powered DevOps
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 24
Kimi K3.1 Pro & Highspeed: What It Means for AI‑Powered DevOps
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ai
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devops
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mlops
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4 min read
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