#dl
Google & USC benchmarked a prompt based forecasting method, and the results are amazing.
Cao D, Jia F, Arik SO, Pfister T, Zheng Y, Ye W, et al. TEMPO: Prompt-based Generative Pre-trained Transformer for time series forecasting. arXiv [cs.LG]. 2023. Available: http://arxiv.org/abs/2310.04948
Google & USC benchmarked a prompt based forecasting method, and the results are amazing.
Cao D, Jia F, Arik SO, Pfister T, Zheng Y, Ye W, et al. TEMPO: Prompt-based Generative Pre-trained Transformer for time series forecasting. arXiv [cs.LG]. 2023. Available: http://arxiv.org/abs/2310.04948
#fun
There are normal and professional contests, and then this:
The International Obfuscated C Code Contest
https://ioccc.org/
Alright, someone please host a Python version of it. It could go completely wild.
There are normal and professional contests, and then this:
The International Obfuscated C Code Contest
https://ioccc.org/
Alright, someone please host a Python version of it. It could go completely wild.
#misc
OpenAI announces leadership transition
https://openai.com/blog/openai-announces-leadership-transition
OpenAI announces leadership transition
https://openai.com/blog/openai-announces-leadership-transition
Openai
OpenAI announces leadership transition
#research
https://clarivate.com/highly-cited-researchers/
Update:
I got the full list of researchers as a csv file:
https://drive.google.com/file/d/1iequOfuGECEcDWt9AhljJzxHQYdArguN/view?usp=sharing
https://clarivate.com/highly-cited-researchers/
Update:
I got the full list of researchers as a csv file:
https://drive.google.com/file/d/1iequOfuGECEcDWt9AhljJzxHQYdArguN/view?usp=sharing
Clarivate
Highly Cited Researchers - Clarivate
Highly Cited Researchers have demonstrated significant and broad influence reflected in their publication of multiple highly cited papers over the last decade.
#fun
I was digging into my google drive files and found this funny story in one of my slide decks.
Just in case, Guido is the creator of Python.
I do not have any reference for this screenshot as I didn't include one in my slide. So I would call this unverified.
I was digging into my google drive files and found this funny story in one of my slide decks.
Just in case, Guido is the creator of Python.
I do not have any reference for this screenshot as I didn't include one in my slide. So I would call this unverified.
#misc
My recent experience sort of supports this idea.
https://www.reddit.com/r/MachineLearning/s/e3HPle3UIN
My recent experience sort of supports this idea.
https://www.reddit.com/r/MachineLearning/s/e3HPle3UIN
Reddit
mcjoness's comment on "[D] Skill Creep in ML/DL Roles - is the field getting not just more competitive, but more difficult?"
Explore this conversation and more from the MachineLearning community
#misc
Background: https://www.reddit.com/r/MapPorn/s/7SA4Ri7bZW
Someone made a visualization of "the percentage of workforce who are women by country".
The visualization itself is terrible, especially the color scheme. However, it sparked a lot of discussions and this one is top.
Background: https://www.reddit.com/r/MapPorn/s/7SA4Ri7bZW
Someone made a visualization of "the percentage of workforce who are women by country".
The visualization itself is terrible, especially the color scheme. However, it sparked a lot of discussions and this one is top.
#visualization
Finland vs UK, and
Turkiye/Turkey is such a nice example of data quality issues.
https://www.reddit.com/r/MapPorn/s/QYGauVmzOP
Finland vs UK, and
Turkiye/Turkey is such a nice example of data quality issues.
https://www.reddit.com/r/MapPorn/s/QYGauVmzOP
Reddit
From the MapPorn community on Reddit: Did Google auto generate roast your country?
Explore this post and more from the MapPorn community
Forwarded from Parallel Experiments (Linghao Zhang)
π impressive step by step visualization of how GPTs work
https://bbycroft.net/llm
https://bbycroft.net/llm
bbycroft.net
LLM Visualization
A 3D animated visualization of an LLM with a walkthrough.
#ai
Simple yet deep. I love this piece of work.
Nylund, Kai, Suchin Gururangan, and Noah A. Smith. 2023. βTime Is Encoded in the Weights of Finetuned Language Models.β arXiv [Cs.CL]. arXiv. http://arxiv.org/abs/2312.13401.
Simple yet deep. I love this piece of work.
Nylund, Kai, Suchin Gururangan, and Noah A. Smith. 2023. βTime Is Encoded in the Weights of Finetuned Language Models.β arXiv [Cs.CL]. arXiv. http://arxiv.org/abs/2312.13401.
#ml
Interesting idea to use Hydra in ML experiments.
https://github.com/ashleve/lightning-hydra-template
Interesting idea to use Hydra in ML experiments.
https://github.com/ashleve/lightning-hydra-template
GitHub
GitHub - ashleve/lightning-hydra-template: PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. β‘π₯β‘
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. β‘π₯β‘ - ashleve/lightning-hydra-template
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#career
Cloudflare's layoff process is broken.
Source:
https://www.reddit.com/r/TikTokCringe/comments/194v9y8/ae_at_cloudflare_records_hr_trying_to_fire_her/
Cloudflare's layoff process is broken.
Source:
https://www.reddit.com/r/TikTokCringe/comments/194v9y8/ae_at_cloudflare_records_hr_trying_to_fire_her/