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📉 Model Quantization
INT8, Post-Training, QAT, Pruning, Model Compression
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Quantization-Aware
Distillation
ternarysearch.blogspot.com
·
9h
·
Discuss:
Hacker News
🎓
Model Distillation
Regularized Calibration with
Successive
Rounding
for Post-Training Quantization
arxiv.org
·
2d
🏎️
TensorRT
Adaptive
Neuro-Symbolic
Planning for smart agriculture
microgrid
orchestration in hybrid quantum-classical pipelines
dev.to
·
2h
·
Discuss:
DEV
⚡
ONNX Runtime
D$^2$
Quant
:
Accurate
Low-bit Post-Training Weight Quantization for LLMs
arxiv.org
·
4d
🎯
Tensor Cores
Show HN: Model Training Memory
Simulator
czheo.github.io
·
2h
·
Discuss:
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📊
Gradient Accumulation
25W06
. Learning a language with the machine
z1nz0l1n.com
·
1h
🛠
Ml-eng
Fastfood
: Approximate Kernel Expansions in
Loglinear
Time
paperium.net
·
10h
·
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DEV
🔗
Kernel Fusion
Convolutional
Neural Networks using
Logarithmic
Data Representation
dev.to
·
7h
·
Discuss:
DEV
🧮
cuDNN
Why are Neural Networks
architected
that way in the first place?
threads.championswimmer.in
·
17h
📊
Gradient Accumulation
=============================================================================================================================== **Abstract**
freederia.com
·
2d
🏎️
TensorRT
AI Sees And
Understands
Images Far More
Efficiently
With New Embedding Technique
quantumzeitgeist.com
·
1d
👁️
Attention Optimization
How I
squeezed
a
BERT
sentiment analyzer into 1GB RAM on a $5 VPS
mohammedeabdelaziz.github.io
·
21h
·
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🏎️
TensorRT
Normal Map
Compression
Revisited
ludicon.com
·
53m
⚡
CUDA Programming Patterns
Writing an LLM from scratch, part
32c
– Interventions: removing
dropout
gilesthomas.com
·
2d
·
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📊
Gradient Accumulation
deepmriprep
: voxel-based
morphometry
preprocessing via deep neural networks
nature.com
·
2d
🏎️
TensorRT
Proposal: A Framework for
Discovering
Alien Physics via Optimal
Compression
lesswrong.com
·
1d
⚡
ONNX Runtime
Crafting the Eyes for Thinking Machines: Rewiring the
Retina
- The Anatomy of
ViTStruct
pub.towardsai.net
·
1d
👁️
Attention Optimization
Splitwise
alternative that makes
sense
divvy.club
·
2h
·
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🐕
Ruff
The Little Book of
Linear
Algebra
little-book-of.github.io
·
1d
🔢
cuBLAS
Building Highly Efficient Inference System for
Recommenders
Using
PyTorch
pytorch.org
·
2d
·
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Hacker News
📜
TorchScript
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