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Hello 馃槃
First of all, this is a really cool collection of links 馃挴 And I also wanted to tell you that I am a big fan of your finetunes on huggingface 馃槃 I am particularly interested in the
drllama
anddrmistral
as I am looking into a similar direction.This PR is a shameless self-plug.
I propose to add Tensorli. It is a minimalistic implementation of a trainable GPT transformer using only numpy.
The implementation includes:
Tensorli
object (PyTorch like)Linearli
,Embeddingli
,MultiheadAttentionli
,LayerNorm
Adamli
All that is "needed" to train and execute a GPT-like transformer model.
...and everything else is just efficiency
~ Andrej Karpathy1.1: Youtube - micrograd
I implemented it for myself to understand transformers better. Then I noticed it would also help others, so I open-sourced it.
Have a good one and cheers 馃槃