Mlops

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Pawan Kumar

Jun 12

OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely

#kubernetes #devops #ai #mlops

10 min read

Alex Bogle

Jun 11

I Processed 2.4 Billion Tokens Across 52 AI Models for $0.52. Here's the Full Breakdown.

#agenticai #openrouter #mlops #costoptimization

3 min read

Tech_Nuggets

Jun 11

Quantization formats compared: GGUF vs GPTQ vs AWQ vs NF4

#llm #quantization #mlops #tutorial

7 min read

Alex Bogle

Jun 10

I Built a Production RAG System on My M1 Mac for $0

#rag #mlops #ai #python

3 min read

Haji Rufai

Jun 10

I built a feature store in pure Python to finally understand the point-in-time join

#python #machinelearning #dataengineering #mlops

6 min read

Shoaibali Mir

Jun 6

Four Models in One Training Loop: Architecting SDAR on AWS (Before Renting a Single GPU)

#aws #machinelearning #reinforcementlearning #mlops

5 min read

박준희

Jun 6

Gemini Model Management: Ending Inefficiency! The Secret to 3x Faster Cost Tracking with Model Registry

#gemini #modelregistry #ai #mlops

3 min read

Jasmine Park

Jun 4

Per-project LLM cost attribution with OTel spans: the wiring

#devops #observability #opentelemetry #mlops

6 min read

Naveen Malothu

Jun 3

Streamlining MLOps Model Deployment with MLflow

#mlops #machinelearning #python

2 min read

Elise Moreau

Jun 2

Our LiDAR detector spent 40% of its time in voxelization, not convs

#llm #machinelearning #computervision #mlops

4 min read

Marcus Chen

Jun 1

Provider drift broke our regression evals. We pinned versions through Bifrost.

#mlops #llm #machinelearning #sre

4 min read

Elise Moreau

Jun 1

Centralising tool access for our prompt-assembly agent with Bifrost MCP gateway

#llm #machinelearning #computervision #mlops

4 min read

Marco Rinaldi

Jun 1

Our event-camera detector lost 6 mAP to a badly chosen accumulation window

#computervision #machinelearning #pytorch #mlops

4 min read

Marcus Chen

Jun 1

Aggregate eval scores hid a 14-point regression in one user segment

#machinelearning #mlops #llm

4 min read

Anil Nayak

Jun 1

Building Nexus: An Enterprise-Grade RAG & LLMOps Engine from Scratch

#ai #webdev #mlops #rag

4 min read

👋 Sign in for the ability to sort posts by relevant, latest, or top.

DEV Community

# mlops

OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely

I Processed 2.4 Billion Tokens Across 52 AI Models for $0.52. Here's the Full Breakdown.

Quantization formats compared: GGUF vs GPTQ vs AWQ vs NF4

I Built a Production RAG System on My M1 Mac for $0

I built a feature store in pure Python to finally understand the point-in-time join

Four Models in One Training Loop: Architecting SDAR on AWS (Before Renting a Single GPU)

Gemini Model Management: Ending Inefficiency! The Secret to 3x Faster Cost Tracking with Model Registry

Per-project LLM cost attribution with OTel spans: the wiring

Streamlining MLOps Model Deployment with MLflow

Our LiDAR detector spent 40% of its time in voxelization, not convs

Provider drift broke our regression evals. We pinned versions through Bifrost.

Centralising tool access for our prompt-assembly agent with Bifrost MCP gateway

Our event-camera detector lost 6 mAP to a badly chosen accumulation window

Aggregate eval scores hid a 14-point regression in one user segment

Building Nexus: An Enterprise-Grade RAG & LLMOps Engine from Scratch