Nicolay Gerold
@nicolaygerold
Nicolay Gerold
Classwords are suffixes added to database column names to indicate the type of data they contain. This improves readability and makes it easier to understand the database schema. Base classwords include text, calendar, numeric and domain-specific types. It is best to avoid redundancy in column names, as this can lead to unnecessary verbosity. Using... See more
‎Gemini - chat to supercharge your ideas
Text Classwords
identifier (or id)
code[_<standard>]
name
description (or desc)
indicator (or ind)
number
text
Calendar Classwords
date
datetime[<timezone>] (or dt[<timezone>])
timestamp[<timezone>] (or ts[<timezone>])
Numeric Classwords
count
amount[_<currency>]
<quantity_property>[_<unit_of_measure>]
ratio
factor
percent (or pct)
Domain-Specific Classwords
uri
address
email
sku
json
geojson
🥤 Cola [NeurIPS 2023]
Large Language Models are Visual Reasoning Coordinators
Liangyu Chen*,†,♥ Bo Li*,♥ Sheng Shen♣ Jingkang Yang♥
Chunyuan Li♠Kurt Keutzer♣ Trevor Darrell♣ Ziwei Liu✉,♥
♥S-Lab, Nanyang Technological University
♣University of California, Berkeley ♠Microsoft Research, Redmond
*Equal Contribution †Project Lead ✉Corresponding Author... See more
Large Language Models are Visual Reasoning Coordinators
Liangyu Chen*,†,♥ Bo Li*,♥ Sheng Shen♣ Jingkang Yang♥
Chunyuan Li♠Kurt Keutzer♣ Trevor Darrell♣ Ziwei Liu✉,♥
♥S-Lab, Nanyang Technological University
♣University of California, Berkeley ♠Microsoft Research, Redmond
*Equal Contribution †Project Lead ✉Corresponding Author... See more
cliangyu • GitHub - cliangyu/Cola: [NeurIPS2023] Official implementation of the paper "Large Language Models are Visual Reasoning Coordinators"
As for your business idea, start small and test things out. Don’t just quit your job and jump into “doing business.” I hastily did that once when I was younger and failed miserably. But I also had enough time to recover. In that process, I learned a ton, which helped me immensely with my current situation. But in retrospect, that came with the... See more
Shortwave — rajhesh.panchanadhan@gmail.com [Gmail alternative]
Think about emotions as elements of the brain and body made of these three elements. Around these center most theories of emotion.
Andrew Huberman • The Science of Emotions & Relationships
When our internal states of stress or calm match (mismatch) the demands on us, we tend to interpret these as good (bad). Alertness vs. stressors as a driver of emotions.
Andrew Huberman • Tools for Managing Stress & Anxiety
“I look for features from data scientists, [who have ideas of] things that are correlated with what I’m trying to predict.” We found that organizations explicitly prioritized cross-team collaboration as part of their ML culture. Md3 said: We really think it’s important to bridge that gap between what’s often, you know, a [subject matter expert] in... See more
Shreya Shankar • "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning.
engineers continuously monitored features for and predictions from production models (Lg1, Md1, Lg3, Sm3, Md4, Sm6, Md6, Lg5, Lg6): Md1 discussed hard constraints for feature columns (e.g., bounds on values), Lg3 talked about monitoring completeness (i.e., fraction of non-null values) for features, Sm6 mentioned embedding their pipelines with... See more
Shreya Shankar • "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning.
OpenAI Whisper - llamafile
Whisperfile is a high-performance implementation of OpenAI's
Whisper created by Mozilla Ocho as
part of the llamafile
project, based on the
whisper.cpp software written
by Georgi Gerganov, et al.
Model creator: OpenAI
Original models: openai/whisper-release
Origin of quantized weights: ggerganov/whisper.cpp
The model is packaged... See more
Whisperfile is a high-performance implementation of OpenAI's
Whisper created by Mozilla Ocho as
part of the llamafile
project, based on the
whisper.cpp software written
by Georgi Gerganov, et al.
Model creator: OpenAI
Original models: openai/whisper-release
Origin of quantized weights: ggerganov/whisper.cpp
The model is packaged... See more