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📉 Model Quantization
INT8, Post-Training, QAT, Pruning, Model Compression
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112712
posts in
1.56
s
EyesOff
: Why Some Models
Quantize
Better Than Others
ym2132.github.io
·
2d
·
Discuss:
Hacker News
🏎️
TensorRT
Seq2Seq2Seq
:
Lossless
Data Compression via Discrete Latent Transformers and Reinforcement Learning
arxiv.org
·
18h
🎓
Model Distillation
The 4
Precision
Formats
: How to Train AI 2× Faster with Half the Memory
pub.towardsai.net
·
9h
🎯
Tensor Cores
Completed
Hyperparameter
Transfer across Modules, Width, Depth, Batch and
Duration
machinelearning.apple.com
·
23h
🎓
Model Distillation
Sparse Semantic
Dimension
as a Generalization
Certificate
for LLMs
arxiv.org
·
18h
🎓
Model Distillation
batteryphil/Primal-Discrete-LLM-Training
:
ComponentThe
"Secret Sauce"MemoryZero-Shadow Training: Training without FP16 master weights.MathPrime-Grid LUT: Better precision-per-bit than standard INT4.StabilityVote Buffering: Making Gradient Accumulation work for discrete weights.
github.com
·
23h
·
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📊
Gradient Accumulation
Presentation: Building
Embedding
Models for Large-Scale Real-World
Applications
infoq.com
·
7h
🎓
Model Distillation
BetaZero
V2: A Diffusion Model for Setting
Boulder
Problems
evmojo37.substack.com
·
1d
·
Discuss:
Substack
📊
Gradient Accumulation
mradermacher/Qwen3-Coder-Next-REAM-GGUF
huggingface.co
·
1d
·
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r/LocalLLaMA
📜
TorchScript
Microgpt.py
gist.github.com
·
2d
·
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Hacker News
,
Hacker News
🔍
Type Checkers
Image Classification with
CNNs
– Part 4: Dealing with
Variations
in Input
dev.to
·
1h
·
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DEV
🧮
cuDNN
Gibbs Measures from Deep Shaped
Multilayer
Perceptrons
link.aps.org
·
1d
📊
Gradient Accumulation
Show HN: A
segmentation
model client-side via
WASM
qtoolkit.dev
·
1d
·
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Hacker News
🧩
Attention Kernels
Quantization-Aware
Distillation
ternarysearch.blogspot.com
·
5d
·
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Hacker News
,
ternarysearch.blogspot.com
🎓
Model Distillation
Architectural and Mathematical
Foundations
of Machine Learning: A
Rigorous
Synthesis of Theory, Geometry, and Implementation
chizkidd.github.io
·
2d
·
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🔗
Kernel Fusion
antirez/iris.c
: Flux 2 image generation model pure C inference
github.com
·
8h
🏎️
TensorRT
Running Machine Learning on
Arduino
Nano
hackster.io
·
13h
🎯
Tensor Cores
Visual
Introduction
to
PyTorch
0byte.io
·
10h
·
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Hacker News
🔥
PyTorch
Addendum
: Data splitting against information leakage with
DataSAIL
nature.com
·
10h
🎓
Model Distillation
Breaking the
Tractability
Barrier: A Generic Low-Level Solver for
NP-Hard
Instances (N=63) on Commodity 64-Bit Silicon
zenodo.org
·
13h
·
Discuss:
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🎯
Tensor Cores
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