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Kostis Gourgoulias

kgourgou

http://kgourgou.me

AI & ML interests

Language modeling, few-shot learning, bayesian inference, information theory, uncertainty quantification.

Recent Activity

liked a dataset 3 days ago

selfrag/selfrag_train_data

liked a dataset 6 days ago

bespokelabs/Bespoke-Stratos-17k

reacted to m-ric's post with 🔥 10 days ago

Today we make the biggest release in smolagents so far: 𝘄𝗲 𝗲𝗻𝗮𝗯𝗹𝗲 𝘃𝗶𝘀𝗶𝗼𝗻 𝗺𝗼𝗱𝗲𝗹𝘀, 𝘄𝗵𝗶𝗰𝗵 𝗮𝗹𝗹𝗼𝘄𝘀 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝗽𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝘄𝗲𝗯 𝗯𝗿𝗼𝘄𝘀𝗶𝗻𝗴 𝗮𝗴𝗲𝗻𝘁𝘀! 🥳 Our agents can now casually open up a web browser, and navigate on it by scrolling, clicking elements on the webpage, going back, just like a user would. The demo below shows Claude-3.5-Sonnet browsing GitHub for task: "Find how many commits the author of the current top trending repo did over last year." Hi @mlabonne ! Go try it out, it's the most cracked agentic stuff I've seen in a while 🤯 (well, along with OpenAI's Operator who beat us by one day) For more detail, read our announcement blog 👉 https://huggingface.co/blog/smolagents-can-see The code for the web browser example is here 👉 https://github.com/huggingface/smolagents/blob/main/examples/vlm_web_browser.py

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Articles

A brief analysis of automerger data, feat. SLERP and DARE-TIES LLM merging

Mar 24, 2024

• 1

Organizations

kgourgou's activity

upvoted an article 19 days ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

20 days ago

• 132

upvoted a paper 6 months ago

Can Large Language Models Infer Causation from Correlation?

Paper • 2306.05836 • Published Jun 9, 2023 • 6

upvoted a paper 8 months ago

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published Jun 11, 2024 • 29

upvoted a collection 8 months ago

Models and Linearity

Collection

2 items • Updated Jun 14, 2024 • 1

upvoted 2 papers 9 months ago

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19, 2024 • 151

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23, 2024 • 39

upvoted 2 articles 9 months ago

Article

Let's talk about LLM evaluation

•

May 23, 2024

• 148

Article

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

Apr 22, 2024

• 80

upvoted 2 papers 10 months ago

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

Paper • 2309.15223 • Published Sep 26, 2023 • 19

Resolving Interference When Merging Models

Paper • 2306.01708 • Published Jun 2, 2023 • 13

upvoted a collection about 1 year 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! • 30 items • Updated Jun 12, 2024 • 225

upvoted a paper about 1 year ago

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

Paper • 2203.05482 • Published Mar 10, 2022 • 6

upvoted a collection about 1 year ago

Papers about model merging

Collection

referenced in the mergekit repo: https://github.com/cg123/mergekit • 4 items • Updated Feb 13, 2024 • 14

upvoted a paper about 1 year ago

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

Paper • 2312.11514 • Published Dec 12, 2023 • 259

upvoted a paper over 1 year ago

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 142