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ResNet, ViT, Qwen3 Blueprint (Google Bonsai)
Frontier Model by hand ✍️
Nov 19
•
Prof. Tom Yeh
23
3
Einsum Blueprint: Part 1 - Outer Product to GQA
Frontier Model Math by hand ✍️
Nov 11
•
Prof. Tom Yeh
17
LinearLayer+LoRA Blueprint: PyTorch, BLAS, CUDA
Frontier Model Math by hand ✍️
Nov 4
•
Prof. Tom Yeh
25
1
2
DeepSeek OCR Excel Blueprint
Frontier Model Math by hand ✍️
Oct 28
•
Prof. Tom Yeh
19
DeepSeek Attention (DSA) - Excel Blueprint
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Oct 21
•
Prof. Tom Yeh
38
Qwen 3
Frontier Model Math by hand ✍️
Oct 14
•
Prof. Tom Yeh
23
2
RMS, Group, Layer, Batch Norm, Tensor Parallelism
Frontier Model Math by hand ✍️
Oct 7
•
Prof. Tom Yeh
8
RoPE vs PE in QKV Self-Attention
Frontier Model Math by hand ✍️
Sep 30
•
Prof. Tom Yeh
17
1
MLP Parallelism: Data, Context, Row, Column, Pipeline
Frontier Model Math by hand ✍️
Sep 23
•
Prof. Tom Yeh
13
1
Inference Batching, Request-vs-Token Level
Frontier Model Math by hand ✍️
Sep 16
•
Prof. Tom Yeh
12
2
EmbeddingGemma, MRL, InfoNCE, Embed vs. Decode
Frontier Model Math by hand ✍️
Sep 9
•
Prof. Tom Yeh
15
KV Cache, Prefill, Decode
Frontier Model Math by hand ✍️
Sep 1
•
Prof. Tom Yeh
19
1
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