David Marx || digthatdata.bsky.social @DigThatData
Generative AI MLE, FOSS toolmaker, innovation catalyst @CoreWeave + @AiEleuther. AI enhanced creativity, philosophy of mind/science/probability github.com/dmarx Seattle, WA Joined November 2013-
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📢 Code release for 𝗗𝗦𝗜𝗡𝗘 (#CVPR2024 - Oral) DSINE gives you surface normal prediction (+ uncertainty) in real-time. We have released the code for training, testing, and running real-time demos. Try it yourself! github.com/baegwangbin/DS…
'The solution to “overmedicalisation” is surely not to ditch people in need but to continue to improve our understanding of mental health'. And, I would add, to understand that the cause & solutions to rising distress are not primarily medical but social. theguardian.com/commentisfree/…
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent arxiv.org/abs/2404.15259 Project: cameronosmith.github.io/flowmap/
We are excited to have Lauro Langosco @laurolangosco speak about automating deep learning interpretability in under an hour, at 11 am PT at TAG-DS! Zoom link at bottom of thread. “Meta-models” accept the weights of a network’s parameters as input and return interpretations.
Phi3 model weights are here for vibe evals, which matter more than benchmark scores. huggingface.co/microsoft/Phi-…
Model: replicate.com/fofr/any-comfy… Example prediction with morph workflow: replicate.com/p/6c6nhb4grnrg… Github repo: github.com/fofr/cog-comfy… Morph workflow by @ipivDev civitai.com/models/372584/…
10 years ago: safety fear mongering kills google glass in its crib. Today: Today: safety fear mongering is on a trajectory to kill transformative AI technologies in their cribs. 10 years from now.....
10 years ago: safety fear mongering kills google glass in its crib. Today: Today: safety fear mongering is on a trajectory to kill transformative AI technologies in their cribs. 10 years from now.....
I cannot even remotely keep up with state tech legislation, but someone told me this California bill requiring provenance watermarking standards is likely to pass? That seems potentially relevant for DMCA stuff. Both 1202 CMI and 512 TPMs. legiscan.com/CA/text/AB3211…
Great opportunity for anyone interested in improving the LLM ecosystem by facilitating access to high quality open source training data
Great opportunity for anyone interested in improving the LLM ecosystem by facilitating access to high quality open source training data
This take on the FineWeb release is one of the most interesting feedback and also a reason FineWeb is very different from even larger datasets like RedPajama-V2 (which is double its size!) Surprisingly, the size of the dataset of 15T tokens is not very important, what is much…
This take on the FineWeb release is one of the most interesting feedback and also a reason FineWeb is very different from even larger datasets like RedPajama-V2 (which is double its size!) Surprisingly, the size of the dataset of 15T tokens is not very important, what is much…
Paper: biorxiv.org/content/10.110… Blog: profluent.bio/blog/editing-t… NYTimes: nytimes.com/2024/04/22/tec… Press Release: businesswire.com/news/home/2024… Access OpenCRISPR-1: forms.gle/zzPFYuesZXZGT5…
One of the first projects we took on at @ProfluentBio was designing novel gene editing proteins with language models. This grew into an initiative called OpenCRISPR, and today I’m excited to share that work (including the sequences we designed)! biorxiv.org/content/10.110…
Excited to share Penzai, a JAX research toolkit from @GoogleDeepMind for building, editing, and visualizing neural networks! Penzai makes it easy to see model internals and lets you inject custom logic anywhere. Check it out on GitHub: github.com/google-deepmin…
Interesting analysis of dynamics of DNN representation learning. TLDR: choking the output dimension can damage upstream internal representations.
Interesting analysis of dynamics of DNN representation learning. TLDR: choking the output dimension can damage upstream internal representations.
We have just released 🍷 FineWeb: 15 trillion tokens of high quality web data. We filtered and deduplicated all CommonCrawl between 2013 and 2024. Models trained on FineWeb outperform RefinedWeb, C4, DolmaV1.6, The Pile and SlimPajama!
As I've been saying for years: the best model we have for "safe AI" deployment is the white hat community. Open models are a necessary condition for "safe" AI
As I've been saying for years: the best model we have for "safe AI" deployment is the white hat community. Open models are a necessary condition for "safe" AI
Uhh excuse me wtf LLAMA3 ranking 1st????? in lmsys arena in English? Kudos to team @AIatMeta , based AF 👏👏 for open sourcing literal GPT-4 level model, (almost) no strings attached🥳
Seems like some Llama 3's weights are "buggy" (untrained): <|reserved_special_token_{0->250}|> <|eot_id|> <|start_header_id|> <|end_header_id|> The instruct version trained the eot, start and end, but the base model didn't. Set each vector to the mean if training embed, lm_head
KaliYuga @KaliYuga_ai
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22 Followers 840 Following Faith we have peace with God through our Lord Jesus Christ. Through him we have also obtained access by faith into this grace in which we ♥️🙏🏾Matt Ward @MatthewWar17843
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542 Followers 2K Following I love anything nerd. I’m here to learn and enjoy life.Sasha A @ahooli_
2 Followers 30 Following2wl @2wlearning
202 Followers 175 Following Documenting my progress learning ML every day. 2 more weeksAlleen Spiegel @spiege_alle
74 Followers 5K FollowingCenk Sidar @cenksidar
104K Followers 4K Following building human+AI decision systems for the knowledge industry and tools augmenting professionals | CEO and Founder of @enquire_aiGeorgia Vincente @GVincente99197
86 Followers 5K FollowingAK @_akhaliq
309K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80GxKaliYuga @KaliYuga_ai
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272 Followers 543 Following Research Engineer Code/Language Team @StabilityAI | Opinions are my ownI get that with the state of the world now, there’s justifiably “outrage exhaustion”. But, it’s possible to walk & chew gum. The anti-GMO crowd is directly contributing to the preventable deaths of 10s-100s of thousands of people/year & suffering of even more. It is disgraceful.
The equivalent of 13 jumbo jets full of children crashes every day and kills them all, because of Vitamin A deficiency. Yet Golden Rice is ignored because of fear of controversy. Shameful! H.t @MogensStrunge upworthyscience.com/we-pioneered-a…
📢 Code release for 𝗗𝗦𝗜𝗡𝗘 (#CVPR2024 - Oral) DSINE gives you surface normal prediction (+ uncertainty) in real-time. We have released the code for training, testing, and running real-time demos. Try it yourself! github.com/baegwangbin/DS…
There is a really nice community of researchers developing transformer alternatives. Want to highlight these impressive folks. Simran Arora (@simran_s_arora), Chunting Zhou (@violet_zct), Dan Fu (@realDanFu), and Songlin Yang (@SonglinYang4)
Do people in the pytorch world use the LazyModuleMixin much?
“In many ways adults have taken over children’s lives. And I think the cost of that is that it takes away from children’s own opportunities to figure things out for themselves.” In this week’s episode, how to help children thrive. hiddenbrain.org/podcast/parent…
Contrast pairs are overpowered. Once you have them, you can use them to generate control vectors, and to initialize classifiers, and to do RL/DPO, and probably more
To make the probes, we track how the model’s internal state changes between “Yes” vs “No” answers to questions like "Are you doing something dangerous?" We use this info to detect when a sleeper agent is about to misbehave (e.g. insert a code vulnerability). It works quite…
'The solution to “overmedicalisation” is surely not to ditch people in need but to continue to improve our understanding of mental health'. And, I would add, to understand that the cause & solutions to rising distress are not primarily medical but social. theguardian.com/commentisfree/…
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent arxiv.org/abs/2404.15259 Project: cameronosmith.github.io/flowmap/
“AI gone rogue” is the old trope, but it may be better to imagine “goody two-shoes” AI agents following all the rules with extreme attention to detail, even better than we ourselves do.
How closely will the average AI agent in 2028 try to comply with applicable legal + contractual + social expectations, relative to the average American citizen in 2028?
Who needs upscaling when you just generate at 2k? #pixartsigma2k
This past fall, Montreal pedestrianized a section of street in front of this elementary school to reduce traffic and give the 400 or so students (who mostly walk to school) more space.
I need my neurons to just like, Slow down and enjoy things more. I'm not tryna be angry or sad spec It's just the state of being. I express that what I feel, but maybe Maybe, ifs too much. Gonna go hide again for a while soon. With love, of course.
templated attention has merged into pytorch! arbitrary attention masks in a fused attention kernel. github.com/pytorch/pytorc…
templated attention has merged into pytorch! arbitrary attention masks in a fused attention kernel. github.com/pytorch/pytorc…
We are excited to have Lauro Langosco @laurolangosco speak about automating deep learning interpretability in under an hour, at 11 am PT at TAG-DS! Zoom link at bottom of thread. “Meta-models” accept the weights of a network’s parameters as input and return interpretations.
Phi3 model weights are here for vibe evals, which matter more than benchmark scores. huggingface.co/microsoft/Phi-…
Phi-3 in MLX thanks to @Prince_Canuma pip install -U mlx-lm Pre-converted models in the 🤗 MLX community: huggingface.co/mlx-community 4-bit runs quite nicely on a 8GB M2 Mini, generating 512 tokens at 30+ toks/sec:
I am honoured to become a council member of the Shenzhen Big Data Science Research Institute, chaired by the President Xu and vice President Luo of CUHK Shenzhen. Always somewhat envious of their stunningly beautiful campus!