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rev. 2026.10.15
Rajdeep Mondal · rajdeepmondal.com
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Course notes I have taken.
Notes from four university courses on LLMs, agents, and computer vision.
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Newest first
2024
17 notes
№ 17
Sep 23, 2024
15 min · 159 reads
Course notes
✦ 3
Preference Optimization Is Proxy Design
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№ 16
Sep 18, 2024
10 min · 158 reads
Course notes
✦ 2
Post-Training Teaches the System What to Reward
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№ 15
Sep 11, 2024
11 min · 73 reads
Course notes
✦ 2
Data Quality Beats Token Count
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№ 14
Sep 06, 2024
12 min · 131 reads
Course notes
✦ 6
Data Is the Model Diet
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№ 13
Aug 26, 2024
10 min · 144 reads
Course notes
✦ 2
Evaluation Is a Contract
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№ 12
Aug 21, 2024
7 min · 216 reads
Course notes
✦ 9
Scaling Laws Are Planning Tools
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№ 11
Aug 15, 2024
9 min · 118 reads
Course notes
✦ 3
Inference Is Cache, Latency, and Scheduling
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№ 10
Aug 10, 2024
8 min · 230 reads
Course notes
✦ 5
Scaling Laws Make Expensive Choices Less Blind
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№ 09
Aug 03, 2024
9 min · 149 reads
Course notes
✦ 2
Distributed Training Is a Scheduling Problem
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№ 08
Jul 29, 2024
9 min · 129 reads
Course notes
✦ 2
Parallelism Starts With the Bottleneck
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№ 07
Jul 18, 2024
7 min · 183 reads
Course notes
✦ 3
Kernels Save Time by Moving Less Data
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№ 06
Jul 13, 2024
11 min · 250 reads
Course notes
✦ 6
GPUs Reward Memory Discipline
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№ 05
Jul 06, 2024
11 min · 145 reads
Course notes
✦ 3
Mixture of Experts Routes Capacity
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№ 04
Jul 01, 2024
7 min · 126 reads
Course notes
✦ 2
Transformers Are Controlled Editing Machines
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№ 03
Jun 25, 2024
9 min · 127 reads
Course notes
✦ 2
Training Is Math Plus Bookkeeping
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№ 02
Jun 20, 2024
10 min · 282 reads
Course notes
✦ 6
Tokenization Is Where Text Becomes Compute
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№ 01
Jun 12, 2024
3 min · 618 reads
Course notes
✦ 18
The Pipeline Is the Model
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