In-context learning (ICL) excels with LLMs, but what about MLLMs?
📜 Our paper:
• Highlights an important problem: Text-to-Image ICL (T2I-ICL)
• Introduces 🔥CoBSAT🔥, the first T2I-ICL dataset
• Benchmarks MLLMs, explores challenges & enhances T2I-ICL performance
1/n 🧵
🎓LLM Course
This is such a beautiful and comprehensive resource on LLMs.
It includes notebooks, key references, and roadmaps.
There is something to learn for everyone. For students, researchers, and practitioners.
The Prompt Engineering Guide is also referenced, which is cool to see.
One observation as I was reviewing the references is how much hard work the ML community dedicates toward open and high-quality education. This resource does a great job of organizing all those incredible LLM educational resources that exist out there.
One topic I would add is LLMOps. But to be fair, the majority of the topics are roughly covered in the LLM Engineer Roadmap.
Highly recommended!
And last but not least, many thanks to @maximelabonne for releasing this excellent resource. 👏
Our team would likely be hiring student researchers in Google DeepMind. Please fill the interest form if you would like to work with me. This role would start Jan / Feb 2024 and would be in-person in Montreal with 80-100% time at GDM.
https://t.co/M44iZov6jn
In this season of political turncoats, let’s look at one of the greatest of them all in our history, Rais Ghulam Mustafa Khan Jatoi.
For Bhutto’s PPP he held greater imp than SMQ JKT FChaudhry SMazari combined.
For Zia’s regime he was a solution to all politcl problems.
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Satanic Verses “Al-Gharaneeq”[Thread]
This is quite misleading. The work on this subject reflects the intellectual dishonesty of certain western historians and intellectuals. Let's go through the details to understand the flawed approach adopted by some on this subject -1/n
There's a new kid on the open-source block named KerasCV.
It aims at resolving some of the most burning pain points we, the #keras users, have faced over the years for our computer vision workflows.
https://t.co/G1onCvjKHM
Cc: @luke_wood_ml
"Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios"
So I normally don’t like papers introducing yet-another-vision-transformer. But I like this one a lot. Here’s why. [1/9]
The 🇵🇰Political future
(Backdrop #ByElections2022 )
This election has cleared many things. I'll just try to summarize by enlisting only major.
- PTI vote bank is still intact. It still dominates the urban center of Punjab. But now has successful translated it's messages -1/10
In the ninth century, Caliph al-Mamun, who established the House of Wisdom in Baghdad, was marching with his army against Byzantium. He came across a sect known as Sabians in what is modern-day Turkey. Sabians worshipped stars as representation of the infinite names of God.
If you study these 13 maps for just a couple of minutes each, you'll understand history much better.
Starting with... the migrations of prehistoric humanity.
If any political leader comes to power even with a 2/3rd majority, it's highly unlikely that s/he will complete his or her constitutional term in a current military-civil power structure.
Why? And how to fix this dilemma? A thread:
Jinnah was hailed as an ambassador of Hindu Muslim unity by people as big as Gokhale and Sarojini Naidu. He wanted Muslims to be treated as equals instead of minority but two events changed him forever:
1. 1932 Round Table Conference
2. Rule of Hindu majority Congress (1937-39)