Nicolay Gerold
@nicolaygerold
Nicolay Gerold
Important Aspects of Instruction Data
Longpre et al. (2023) and Iyer et al. (2022) ablate several important aspects of instruction data, which we highlight in the following.
Mixing few-shot settings. Training with mixed zero-shot and few-shot prompts significantly improves performance in both settings.
Task diversity. Large models benefit from... See more
Longpre et al. (2023) and Iyer et al. (2022) ablate several important aspects of instruction data, which we highlight in the following.
Mixing few-shot settings. Training with mixed zero-shot and few-shot prompts significantly improves performance in both settings.
Task diversity. Large models benefit from... See more
Sebastian Ruder • 🧑🏫 Instruction Tuning Vol. 1
The stimulating hormone often comes from the pituitary, which especially triggers the release of stimulating thyroid. Both of these trigger the thyroid to tigger T3 and T4.
Andrew Huberman • How to Control Your Metabolism by Thyroid & Growth Hormone
Scott Jenson has a great article called “The future needs files”.
Files as a medium of exchange between applications — I like that. It’s akin... See more
The power of files comes from them being powerful nouns. They are temporary holding blocks that are used as a form of exchange between applications. A range of apps can edit a single file in a single location.
Files as a medium of exchange between applications — I like that. It’s akin... See more
Jim Nielsen • More Files Please
multimodal-maestro
👋 hello
Multimodal-Maestro gives you more control over large multimodal models to get the outputs you want. With more effective prompting tactics, you can get multimodal models to do tasks you didn't know (or think!) were possible. Curious how it works? Try our HF space!
👋 hello
Multimodal-Maestro gives you more control over large multimodal models to get the outputs you want. With more effective prompting tactics, you can get multimodal models to do tasks you didn't know (or think!) were possible. Curious how it works? Try our HF space!
roboflow • GitHub - roboflow/multimodal-maestro: Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥
Connect external data
to LLMs , no matter the source.
The universal retrieval engine for LLMs to access unstructured data from any source.
to LLMs , no matter the source.
The universal retrieval engine for LLMs to access unstructured data from any source.
Carbon | Data Connectors for LLMs
Content Credentials will become a flex of a creator’s humanity, a media outlet’s credibility, an artist’s attribution, and a story’s transparency. Right now, the focus of Content Credentials is around authenticity and determining whether you can trust what you’re looking at. Of course, the existence of credentials will never guarantee that the... See more
Shortwave — rajhesh.panchanadhan@gmail.com [Gmail alternative]
But if you could get AI to suggest interface elements to people and do that in a way that actually makes sense, I think that could unlock a whole new era of design in terms of creating contextual designs that are responsive to what the user’s intent is at that moment.
Sarah Wang • What Builders Talk About When They Talk About AI | Andreessen Horowitz
You can get one-trial learning through strong valence in both directions. You can quicken it through an emotional high adrenaline or a solely high emotional state. But it’s the presence of high adrenaline, cortisol and neuroprenephrine that leads to the stamping done of the memories.
Andrew Huberman • Understand & Improve Memory Using Science-Based Tools
We had a CLI tool, written mostly as a bunch of shell scripts, with a ton of available commands that performed all kinds of utility functions related to observability and operations.
It was mostly written by an excellent coworker, and working with it is where I learned to write effective shell scripts. (Thanks to Nathan and shellcheck for this vital... See more
It was mostly written by an excellent coworker, and working with it is where I learned to write effective shell scripts. (Thanks to Nathan and shellcheck for this vital... See more