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⚙️ Model Fine-tuning
Transfer Learning, LoRA, PEFT, Adapter Training
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83026
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675.1
ms
Alignment-Aware
Model
Adaptation
via Feedback-Guided Optimization
arxiv.org
·
1d
🤖
Transformers
A
GTM
guide to AI models
revengine.substack.com
·
8h
·
Discuss:
Substack
🚀
MLOps
Learning Rate Matters: Vanilla
LoRA
May
Suffice
for LLM Fine-tuning
arxiv.org
·
1d
🤖
LLM
Quantization-Aware
Distillation
ternarysearch.blogspot.com
·
2h
·
Discuss:
Hacker News
🤖
Transformers
Stochastic Gradient Descent
Optimizes
Over-parameterized Deep
ReLU
Networks
dev.to
·
6h
·
Discuss:
DEV
🧠
Machine Learning
Training and
Tuning
models is the new
modeling
maxim.usindic.us
·
4d
🧠
Machine Learning
StatLLM
: A Dataset for Evaluating the Performance of Large Language Models in
Statistical
Analysis
nature.com
·
1d
📝
Natural Language Processing
Measuring
Model
Overconfidence
: When AI Thinks It Knows
dev.to
·
4h
·
Discuss:
DEV
📈
Model Evaluation
Hypernetworks
: Neural Networks for
Hierarchical
Data
blog.sturdystatistics.com
·
2d
·
Discuss:
Hacker News
🧠
Machine Learning
Writing an LLM from scratch, part
32d
--
Interventions
: adding attention bias
gilesthomas.com
·
1d
·
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Hacker News
🚀
MLOps
How to Fake a
Robotics
Result
itcanthink.substack.com
·
10h
·
Discuss:
Substack
🚀
MLOps
learning by
reverse
engineering
clymup.com
·
14h
🚀
MLOps
Mechanistic
Interpretability:
Peeking
Inside an LLM
towardsdatascience.com
·
2d
🚀
MLOps
Is Your Machine Learning
Pipeline
as Efficient as it Could Be?
kdnuggets.com
·
1d
🚀
MLOps
Physics-Informed Neural Networks for
Inverse
PDE
Problems
pub.towardsai.net
·
12h
🤖
AI
ML-LIB
: Machine Learning Library Proposed For The Linux Kernel
phoronix.com
·
1d
·
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Hacker News
🚀
MLOps
How I
squeezed
a
BERT
sentiment analyzer into 1GB RAM on a $5 VPS
mohammedeabdelaziz.github.io
·
13h
·
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Hacker News
🚀
MLOps
Training Design for Text-to-Image Models:
Lessons
from
Ablations
huggingface.co
·
4d
👁️
Computer Vision
Local Agent
Bench
: Test 11 small LLMs on tool-calling
judgment
, on CPU, no GPU
github.com
·
14h
·
Discuss:
Hacker News
,
r/LocalLLaMA
🚀
MLOps
Prompt injection in Google
Translate
reveals base model
behaviors
behind task-specific fine-tuning
lesswrong.com
·
15h
·
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Hacker News
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