@PTKDaily profile picture
ML and Data Projects To Know @PTKDaily

Tweeting papers & OSS projects advancing ML & data. Weekly newsletter with summaries: Curator @amplifypartners @sarahcat21.

Joined January 2020
  • Tweets 663
  • Following 0
  • Followers 2,697
165 Photos and videos
đź“™ Agent Laboratory: Using LLM Agents as Research Assistants Authors: @SRSchmidgall @thu_yushengsu @JoelLiu0501 @ZeWang1995 @xiaodi95 @Xiaodong_Yu_126 @XimengSun1 Zhicheng Liu, @EmadBarsoumPi Paper: arxiv.org/abs/2501.04227

Agent Laboratory: Using LLM Agents as Research Assistants

Historically, scientific discovery has been a lengthy and costly process, demanding substantial time and resources from initial conception to final results. To accelerate scientific discovery,...

arxiv.org
1
1
552
đź“™ Scaling Language-Free Visual Representation Learning Authors:@DavidJFan @TongPetersb @JiachenAI @koustuvsinha @liuzhuang1234 @endernewton Michael Rabbat, Nicolas Ballas, @ylecun @_amirbar @sainingxie Paper: arxiv.org/pdf/2504.01017
391
đź“™ Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Authors: @sea_snell, @hoonkp, @imkelvinxu, @aviral_kumar2 Featured in PTK #127 bit.ly/ptk0127 Paper: arxiv.org/abs/2408.03314
2
293
đź“™ The Unreasonable Effectiveness of Easy Training Data for Hard Tasks Authors: @peterbhase, @mohitban47, Peter Clark, @sarahwiegreffe Paper: arxiv.org/abs/2401.06751

1
335
Why Chatbots Are Not the Future by: Amelia Wattenberger Featured in PTK #124 bit.ly/ptk0124 Post: wattenberger.com/thoughts/bo…
402
📙 MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers Authors: Lili Yu, Dániel Simig, Colin Flaherty, Armen Aghajanyan, Luke Zettlemoyer, Mike Lewis Featured in PTK #124 bit.ly/ptk0124 Paper: arxiv.org/abs/2305.07185
1
1
418
🖥️Guidance Featured in PTK #124 bit.ly/ptk0124 Code: github.com/microsoft/guidanc… Blog: towardsdatascience.com/the-a…
287
Large sequence models for software development activities by: Petros Maniatis, Daniel Tarlow Featured in PTK #124 bit.ly/ptk0124 Blog: ai.googleblog.com/2023/05/la…
303
🖥️ Git-Theta by: @kandpal_nikhil, @blester125, @Muqeeth10, @anisham197, @montymevans, Vishal Baskaran, @TenghaoHuang45, @liu_haokun, @colinraffel Featured in PTK #124 bit.ly/ptk0124 Code: github.com/r-three/git-theta Paper: arxiv.org/abs/2306.04529
2
4
519
📙 Reflexion: Language Agents with Verbal Reinforcement Learning Authors: @noahshinn024, @ellev3n11, Beck Labash, @ashwingop, @karthik_r_n, @ShunyuYao12 Featured in PTK #124 bit.ly/ptk0124 Paper: arxiv.org/pdf/2303.11366.pdf Code: github.com/noahshinn024/refl…
284
Open Vector Data Lakes by: Ziheng Wang Featured in PTK #124 bit.ly/ptk0124 Post: blog.lancedb.com/why-datafra…
5
7
1,948
🖥️ QLoRA by: Tim Dettmers, Artidoro Pagnoni, Ari Holtzman, Luke Zettlemoyer Featured in PTK #124 bit.ly/ptk0124 Code: github.com/artidoro/qlora
2
254
đź“™ How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources Featured in PTK #124 bit.ly/ptk0124 Paper: arxiv.org/pdf/2306.04751.pdf
1
210
Enterprise Restaurant Compute by: Brian Chambers, Chick-fil-A Featured in PTK #121 bit.ly/ptk121 Post: medium.com/chick-fil-atech/e…
1
293
🖥️ Zeno Featured in PTK #121 bit.ly/ptk121 Code: github.com/zeno-ml/zeno
3
6
729
đź“™ Parsel : A (De-)compositional Framework for Algorithmic Reasoning with Language Models Authors: Eric Zelikman, Qian Huang, Gabriel Poesia, Noah D. Goodman, Nick Haber Featured in PTK #121 bit.ly/ptk121 Paper: arxiv.org/pdf/2212.10561.pdf
1
1
1
260
🖥️ 𝗗𝗦𝗣: The Demonstrate–Search–Predict Framework by: Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia Featured in PTK #121 bit.ly/ptk121 Code: github.com/stanfordnlp/dsp Paper: arxiv.org/pdf/2212.14024.pdf

1
1
297
đź“™ Toolformer: Language Models Can Teach Themselves to Use Tools Authors: @timo_schick @JaneDwivedi @robdessi @robertarail @MariaLomeli_, @LukeZettlemoyer Nicola Cancedda, @ThomasScialom Featured in PTK #121 bit.ly/ptk121 Paper: arxiv.org/abs/2302.04761
2
2
276
A Twitter Thread from Neeva Featured in PTK #121 bit.ly/ptk121 Thread: x.com/neeva/status/162264044…

Neeva@Neeva
6 Feb 2023
1/ NeevaAI serves abstractive summaries of web pages that are generated in real-time. We achieved this by a ~10x reduction in latency of a fine-tuned t5-large encoder-decoder model. TY @asimshankar, @rajhans_samdani, @AshwinDevaraj3 @spacemanidol See our lessons learned.. 🧵
1
458
🖥️ iWF by: Indeed Featured in PTK #121 bit.ly/ptk121 Code: github.com/indeedeng/iwf
1
166
Load more