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my attempt at trying to implement as many transformer architectures as I can until I reach a level of profound understanding of everything

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Transformers

My attempt at trying to implement as many transformer architectures as I can until I reach a level of profound understanding of everything.

Model Implementations

Following is just the list of models that came to my mind. I have no particular order in which I'm going to implement them. I might end up doing something completely different as well. Just sailing with the flow.

Notations

✅: Completed
❌: Not started
⌛️: In progress

Model Organization Status
GPT-2 OpenAI ✅
LLaMA2 / LLaMA3 Meta ✅
ViT Google ❌
BERT Google ❌
T5 Google ❌
Mistral-7B-v0.1 Mistral AI ⏳
Mistral-7B-v0.2 Mistral AI ❌
DeepSeek-V2 DeepSeek ❌
DeepSeek-v3 DeepSeek ❌
Gemma-2 Google ❌
Gemma-3 Google ❌
Command-A Cohere ❌

About

my attempt at trying to implement as many transformer architectures as I can until I reach a level of profound understanding of everything

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