Ryan Chesler @ryan_chesler
Data Scientist @h2oai. Kaggle discussion grandmaster and organizer of the San Diego Machine Learning meetup San Diego, CA Joined August 2017-
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Not every day you get to be in Scientific American
This Saturday(8/19) I'll be hosting a meetup discussing the Google research competition where we identified contrails from satellite images. I'll summarize the competition, my techniques, and discuss other people's innovative work as well meetup.com/san-diego-mach…
Finally got my solo gold medal to make me a competitions grandmaster. Took a break through pretty much all of covid. Coming back with back to back golds feels good and shows how much I've leveled up
Fascinating presentation from the vesuvius challenge ink detection kaggle contestants: youtube.com/watch?v=IWySc8…
Recording of our meetup discussing our 1st place solution for the vesuvius ink detection competition. Months of work summarized youtube.com/watch?v=IWySc8…
Huge turnout. Really awesome to see the community together in person again
Huge turnout. Really awesome to see the community together in person again
Excited to be doing events back in person again
One of my side fascinations has been lithography and the huge impact of the whole semiconductor fab industry. This is huge. Unclear exactly what the long term outcome of this will be. Very complicated situation
One of my side fascinations has been lithography and the huge impact of the whole semiconductor fab industry. This is huge. Unclear exactly what the long term outcome of this will be. Very complicated situation
Past few weeks have been pretty rough. I broke my jaw in 2 places and fractured 8 of my molars. Jaw wired shut for 6 weeks. Liquid diet and talking is tough. But on the bright side, today is my birthday and I am in Hawaii with a friend. Making the most of the hand I've been dealt
Tripped on a crack during my run today right in front of someone. Totally uninjured but extremely embarrassed 😔
Not going to argue against a push towards privacy but kind of ironic that their solution is to send all of the data to Amazon rekognition wired.com/story/research…
Small life update: after 4 years of work I am now a @kaggle discussion grandmaster
I need a slack bot that automatically responds with nohello.com whenever I receive a message just saying hello.
Been trying more international snack foods recently. These "sweet and spicy wheat snack" are very good. Highly recommend
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abhishek @abhi1thakur
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Top 15 LLMs for RAG github.com/h2oai/enterpri…
Handling long context in LLMs is expensive, but can we cut the cost by learning them offline for a specific set/genre of documents? Introducing LLoCO, our new technique that learns documents offline through context compression and in-domain finetuning using LoRA, which archives…
Excited to release H2O-Danube2-1.8b - a new and improved language model being the best in class below the 2B parameter range. The model is trained on additional 2T tokens (total of 3T tokens) with various data mix stages as a result of extensive experimentation. Focus is on…
Super happy to announce the release of h2o-danube2-1.8b, a 1.8 billion parameter foundation LLM. We adapted our original model and continued training with an additional 2T tokens which makes it the best model to date on Open LLM Leaderboard benchmark. huggingface.co/h2oai/h2o-danu…
If you download a pretrained model you have to trust that the developer did not backdoor it. We know backdoors break model integrity. But what about privacy? With Shanglun Feng we introduce 𝐩𝐫𝐢𝐯𝐚𝐜𝐲 𝐛𝐚𝐜𝐤𝐝𝐨𝐨𝐫𝐬: pretrained models that steal your finetuning data! 🧵
Why Google Deepmind's Mixture-of-Depths paper, and more generally dynamic compute methods, matter: Most of the compute is WASTED because not all tokens are equally hard to predict
Happy this is finally announced. We've been working on this for a bit. There are lots of spiffy document AI, multi-model image-text models w/ OCR capability being released, but never the datasets. We aim to change that, in a 100% transparent manner.
It was hard to find quality OCR data... until today! Super excited to announce the release of the 2 largest public OCR datasets ever 📜 📜 OCR is critical for document AI: here, 26M+ pages, 18b text tokens, 6TB! Thanks to @ucsf_library, @industrydocs and @PDFAssociation 🧶 ↓
This means my time as an undergraduate at @UNLincoln has come to and end. I have absolutely loved my time as a student and am excited for what's next!
Honored to be a Thiel Fellow!
Welcome to the Fellowship! businesswire.com/news/home/2024…
2X Kaggle Grandmaster, one step closer to become Quadruple GM. I'm enjoying giving back to the Kaggle community, & not just competing 😊
“why do you have a messy pile of clothes in the chair?” it’s L1 cache for fast random access to our frequently used clothes in O(1) time
Just had two fairly large boxes land at my doorstep. I've got a feeling they're packed with some seriously high-powered silicon... Could it be time for a giveaway? #pogchamps #GTC24 Stay tuned.
I have some really exciting news to share. After three years of being a virtual event, @nvidia’s GTC is back to the in-peson format, and I will be giving one of the presentations! 1/5
I'd like to end the year with no hard feelings towards anyone. So, if you've previously offended me in any way, now would be a good time to apologize.
@h2oai @ArnoCandel @Rob_Mulla @ph_singer @pa_pfeiffer @DmitryLarko @Mark_a_Landry @_dynamic24_ @ryan_chesler @bmurr26 @bhutanisanyam1 It was awesome to be part of the panel!
🔥 It’s time for our biggest #Kaggle Grandmaster gathering ever!! 🔥@ArnoCandel, @Rob_Mulla, @ph_singer, @pa_pfeiffer, @DmitryLarko, @Mark_a_Landry, @_dynamic24_, @ryan_chesler, @bmurr26, Shaikat Galib & @bhutanisanyam1 are now on stage to talk all things #Kaggle, #LLMs & beyond.
The fun of modern air travel. First flight cancelled one hour before take off. Help desks that are overcrowded. Outdated online systems with bugs. After lots of hassle, got a complete rebook via different hub 6 hours later with extremely tight layover. Story to be continued.
I have started working on a new guide, called The Art of Debugging which is a brain dump based on almost 3 decades of developing software. So far I have the initial draft of the first chapter: Fast Debugging Methodology github.com/stas00/the-art… A lot more to come... I…
We just merged a PR (github.com/h2oai/h2o-llms…) for H2O LLM Studio supporting the out-of-the-box training of causal classification models supporting all the common LLM architectures. My biggest surprise across recent competitions and projects was how well LLMs can actually be…
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