Eric Frankel
@esfrankelf-divergence enthusiast | phd @uwcse | math + stats @stanford
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🐪🚨 I recently added Tulu 2 Llama 3.1 finetunes to the Llama 3 Tulu 2 suite (huggingface.co/collections/ha…). We get a small boost from using the updated base models! Lots way more exciting updates coming soon hopefully :)
🔥We release the first open-source 1.4T-token RAG datastore and present a scaling study for RAG on perplexity and downstream tasks! We show LM+RAG scales better than LM alone, with better performance for the same training compute (pretraining+indexing) retrievalscaling.github.io 🧵
1/ Excited to share our new paper “Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making”! Link: arxiv.org/abs/2406.17098… Code: github.com/vivekmyers/con… #ICML2024
Happy to share LightSeq is accepted by @COLM_conf 🥳 LightSeq supports efficient long-context Transformer training, where the supported context length grows with the number of nodes. We are excited about the innovative applications it will enable, such as long-context LLM/VLM! 🚀
Introduce LightSeq for long-context LLM training: - Highly optimized for decoder models - smarter checkpointing - better support for fewer heads models up to 2x faster, 2-8x longer sequences vs Megatron-LM. arxiv.org/abs/2310.03294
Will training on AI-generated synthetic data lead to the next frontier of vision models?🤔 Our new paper suggests NO—for now. Synthetic data doesn't magically enable generalization beyond the generator's original training set. 📜: arxiv.org/abs/2406.05184 Details below🧵(1/n)
Can we computationally “read the room”👀? Our work ValueScope🔍can help you get a digital vibe check🌟! We measure normative behaviors and track the evolution of norms and values in response to world events 📈 to inform moderation and engagement 🌐 👉arxiv.org/abs/2407.02472 🧵
A dictatorial, unelected majority in the Supreme Court has just rendered America a dictatorial president above the law. Thank you Hillary Clinton, whose blundering campaign let the dictatorial Trump become president and led to a rightwing dictatorial majority on the Supreme…
BREAKING: in a 9-0 decision, the black-robed Supreme Injustices of Mordor have ruled that the Dark Lord has immunity for official acts undertaken while wielding the One ring to rule them all.
For those of you who refused to vote for Hillary, this is the SCOTUS you get.
I can’t believe the Supreme Court just ruled that the president can sleep outdoors in a public space.
You're voting for the chance to replace these guys
Biden has the opportunity to do the funniest thing ever...
Happy to share some small updates to the Tulu suite! We’re releasing ~Llama 3 Tulu 2~ update: llama 3 finetunes + DPO tunes that outperform the original Tulu V2 suite. Reward models included! 🐪find the models here: huggingface.co/collections/ha… ⬇️some results below!
Tweet thread tomorrow! 🤗 A few models here: huggingface.co/collections/al…
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback abs: arxiv.org/abs/2406.09279 "In this work, we aim to systematically investigate these key components of learning from preferences" Exploration of Tulu 2 13B (Llama-2-13B SFT) with 14…
Civilization in Phoenix and its surrounding valley depends on solving the problem of water. Solving the problem of water depends on solving the problem of democracy. In The Atlantic’s latest cover story, George Packer explores if America is up to the task. theatln.tc/owos9R46
Aw shit the model forecasted avg Passer rating of 112 this season so we’re in violation of our covenants and Apollo is gonna skin Zach Wilson alive
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