Kostis Gourgoulias

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upvoted a collection 7 days ago

Secretly linear?!

Collection

2 items • Updated 9 days ago • 1

upvoted 2 papers 9 days ago

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published 14 days ago • 135

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published 10 days ago • 34

upvoted an article 11 days ago

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Article

Let's talk about LLM evaluation

By •

10 days ago

• 82

upvoted an article about 1 month ago

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Article

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Apr 22

• 73

upvoted 2 papers about 2 months ago

Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition

Paper • 2309.15223 • Published Sep 26, 2023 • 16

Resolving Interference When Merging Models

Paper • 2306.01708 • Published Jun 2, 2023 • 11

upvoted a collection 5 months ago

Model Merging

Collection

Model Merging is a very popular technique nowadays in LLM. Here is a chronological list of papers on the space that will help you get started with it! • 29 items • Updated 3 days ago • 181

upvoted a paper 5 months ago

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Paper • 2203.05482 • Published Mar 10, 2022 • 5

upvoted a collection 5 months ago

Papers about model merging

Collection

referenced in the mergekit repo: https://github.com/cg123/mergekit • 4 items • Updated Feb 13 • 13

upvoted a paper 6 months ago

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 253

upvoted a paper 12 months ago

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 139