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GPT-2

GPT-2 badge
1

BPE Training

Plus

Byte Pair Encoding training algorithm

2

BPE Encode/Decode

Plus

BPE encoding and decoding

3

Token + Position Embedding

Plus

Combined token and learned positional embedding

4

Scaled Dot-Product Attention

Plus

Core attention computation

5

Causal Masked Attention

Plus

Attention with causal mask for autoregressive decoding

6

Multi-Head Attention

Plus

Multi-head causal self-attention

7

GELU Activation

Plus

Gaussian Error Linear Unit activation function

8

Layer Normalization

Plus

Pre-norm layer normalization

9

Feed-Forward Network

Plus

Position-wise FFN with GELU

10

Decoder Block

Plus

Full pre-norm transformer decoder block

11

Residual Weight Scaling

Plus

Initialization scaling for deep residual networks

12

Full Forward Pass

Plus

Complete GPT-2 forward pass

13

Greedy Decoding

Plus

Autoregressive greedy generation

14

Top-k Sampling

Plus

Temperature scaling and top-k sampling

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