Mark Tenenholtz @marktenenholtz
Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor. bio.link/mtenenholtz Austin, TX Joined October 2019-
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I think we all knew Llama 3 was going to be good, but this appears to be really good
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I’d love to see ColBERT at 22M params (@lateinteraction @bclavie 👀)
I’d love to see ColBERT at 22M params (@lateinteraction @bclavie 👀)
Time-series foundational models aren't working very well because we're completely misusing the attention mechanism
Most of our recent embedding search breakthroughs were probably discovered by Google 4 years ago
SMOTE should always be your first choice for tabular data preprocessing. Class imbalance is a solved problem!
The gap between small models and huge models is closing. Gap between the best GPT4 and 3.5T is about 140. Gap between Opus and Haiku is only 80!
The gap between small models and huge models is closing. Gap between the best GPT4 and 3.5T is about 140. Gap between Opus and Haiku is only 80!
NNs are so hard to train because even in the presence of bugs, they often just work. Sure, they're limping with an undiagnosed injury, but your QKV multiplication that's actually a QQV multiplication somehow works kinda?
I've found the wrong way to use LLMs is to solve your most difficult tasks, the ones where you have expert level knowledge. The right way is to use them to avoid wasting time on repetitive tasks so that you can focus all your brainpower on those most difficult tasks. I don't…
Increasing your squat by 100 lbs improves your LLM perplexity by 10%, it is known
It's amazing how hard it is to find a reasonably priced development environment that: - is colocated with my data (no egress cost) - has persistent storage - can be resized to any EC2 instance - allows easy SSH access and doesn't force me into a notebook - makes it relatively…
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Normalize founders admitting how much of running a startup is pure gut and intuition early on. Metrics matter for sure, but big decisions often are made by the founders/co-founders regardless of data. Most founders are figuring it out as they go.
I want to see velociraptors driving EVs on Mars while posting on X.
RIP Foxtrot Not surprising they’re bankrupt tbh. Selling $9 almond milk and $12 eggs doesn’t scale when the same products are 80% less .5 miles away Cool hangout to drink overpriced mid tier coffee and chill though!
LOVE how the Meta team went hard on explicitly describing the prompt template llama.meta.com/docs/model-car…
American Jews need to stop trying to reestablish victimhood status to gain favor. That ship has sailed, meta has changed. Time to take what is rightfully theirs, take the throne of unabashed oppressor and leader. Show us all what real power looks like.
Okay the porn bots are literally putting hardcore pornography in my replies @elonmusk this is becoming deranged
> examining 1948 > realizing they owned none of it > scrambling through history books trying to find a single moment in history where arabs had sovereignty over what is now israel
“We don’t want a two state. We want 1948.” “We don’t want a two state. We want all of it.” Students at @Columbia openly chant for genocide of Jews in Israel.
I just published a new article! It's a 4,000-word guide using websockets in Django that contains everything I wished existed when I set out to about them. I use channels and htmx to build an async ChatGPT clone with streaming and memory. #django #htmx saaspegasus.com/guides/django-…
Chag Kasher V’Sameach to those of us celebrating. 🫓🫓🫓 Am Yisroel chai! ✡️
@marktenenholtz Really impressive numbers. How representative is this data set of real world tasks?
LLAMA3, a free, open source LLM, is putting the value of commercial models in question. It appears to outperform Claude Sonnet and Mistral, both new, cutting edge models.
I think we all knew Llama 3 was going to be good, but this appears to be really good
F
@gabrielpeyre @marktenenholtz does it remind you of something? ;)
@marktenenholtz @ArizePhoenix Oh btw @marktenenholtz if you weren’t seeing backtracking you may have missed activating your assertions. They aren’t automatically turned on!
Did meta just outperform nearly all models with a 70B and then casually dropped “yeah we are already training another one with 400B param as well”?
@marktenenholtz 100% I agree. We’re just early and there’s a lot to do on all fronts. @ArizePhoenix is helping us on observability.
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