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🚀 Model Deployment
Production ML, Inference, API Serving, MLOps Basics
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**Python
Techniques
for Complete Machine Learning Model
Lifecycle
Management**
dev.to
·
1d
·
Discuss:
DEV
🗄️
Vector Databases
[
RFC
PATCH v1 0/4] Machine Learning (
ML
) library in Linux kernel
lore.kernel.org
·
1d
·
Discuss:
Lobsters
,
Hacker News
🔮
ML
From
Monolith
to Micro-Brain:
Architecting
Scalable AI Inference in .NET
dev.to
·
7h
·
Discuss:
DEV
🤖
AI
A
GTM
guide to AI models
revengine.substack.com
·
7h
·
Discuss:
Substack
🔮
ML
ML-LIB
: Machine Learning Library Proposed For The Linux Kernel
phoronix.com
·
1d
·
Discuss:
Hacker News
🗄️
Vector Databases
How
StrongDM
’s AI team build
serious
software without even looking at the code
simonw.substack.com
·
10h
·
Discuss:
Substack
🔮
ML
Kubernetes Operator for automated
Jupyter
Notebook validation in
MLOps
pipelines
reddit.com
·
1d
·
Discuss:
r/kubernetes
🗄️
Vector Databases
Fast
Autoscheduling
for Sparse ML
Frameworks
ajroot.pl
·
3d
·
Discuss:
Hacker News
,
r/Compilers
🗄️
Vector Databases
Securing
GenAI: Vol. 8 — Deploying AI apps
securely
pub.towardsai.net
·
1d
🤖
AI
LlamaLib
: A cross-platform C++/C# library for local LLMs based on
llama.cpp
github.com
·
1d
·
Discuss:
Hacker News
🔮
ML
Building Highly Efficient Inference System for
Recommenders
Using
PyTorch
pytorch.org
·
1d
·
Discuss:
Hacker News
🧠
Deep Learning
StatLLM
: A Dataset for Evaluating the Performance of Large Language Models in
Statistical
Analysis
nature.com
·
1d
🔄
Sequence-to-Sequence Models
Towards Green AI:
Decoding
the Energy of LLM
Inference
in Software Development
arxiv.org
·
1d
🔮
ML
How I
squeezed
a
BERT
sentiment analyzer into 1GB RAM on a $5 VPS
mohammedeabdelaziz.github.io
·
12h
·
Discuss:
Hacker News
🤖
Transformer Architecture
I built a free
ML
practice
platform - would love your feedback [P]
reddit.com
·
3d
·
Discuss:
r/MachineLearning
🔮
ML
Understanding LLM Inference
Engines
: Inside
Nano-vLLM
(Part 2)
neutree.ai
·
1d
·
Discuss:
Hacker News
👁️
Attention Mechanisms
Yet Another Blog Post About
Programming
With AI
amykhar.bearblog.dev
·
1d
🤖
AI
Practical
NLP
for Risk Modeling, Part II - Fine-tuning
DistilBERT
End-to-End on Tornado Narratives
jtrive.com
·
21h
🗄️
Vector Databases
The Machine
Learned
Our Language
medium.com
·
16h
·
Discuss:
r/programming
🤖
AI
Structured
outputs
on Amazon Bedrock:
Schema-compliant
AI responses
aws.amazon.com
·
1d
🗄️
Vector Databases
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