Natalie Schluter @natschluter
#NoJusticeNoPeace-- Machine Learning Researcher at Apple MLR-- All tweets/opinions my own natschluter.github.io Copenhagen, DK Joined June 2013-
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Latest MLX + MLX LM: Out of the box, 103.5 toks/sec, 4-bit Mistral 7B, M2 Ultra Just pip install -U mlx-lm So fast:
Checkout the latest 4-bit MOE models in the 🤗 MLX community huggingface.co/mlx-community - Qwen 1.5 14B - DBRX pip install -U mlx-lm to run the Qwen MOE, thanks to @Prince_Canuma for the addition! 4-bit Qwen 14B MOE runs nicely on my M1 Max:
Contrastive learning usually maximize the similarity of exactly 2 views. What happens for >2 views? 🤔 In our ICLR 2024 paper Poly-View Contrastive Learning (PVC) arxiv.org/abs/2403.05490, we find contrasting >2 views outperforms 2-view methods for the same compute 🧵
Thanks @_akhaliq for sharing our work. We evaluated SOTA VLMs on challenging Raven's Progressive Matrices. We found that VLMs still struggle to reach human-level performance, with perception being the main bottleneck. arxiv.org/abs/2403.04732 github.com/apple/ml-rpm-b…
Thanks @_akhaliq for sharing our work. We evaluated SOTA VLMs on challenging Raven's Progressive Matrices. We found that VLMs still struggle to reach human-level performance, with perception being the main bottleneck. arxiv.org/abs/2403.04732 github.com/apple/ml-rpm-b…
Our team at #Apple is looking for interns to work on Large Language Models, especially on efficient continual training. Please email your CV, related papers/code, and your availability for a full-time internship to fartashATappleDOTcom.
📢 MobileCLIP: State-of-the-art compact and efficient CLIP models. Paper (appearing in CVPR 2024): arxiv.org/abs/2311.17049 Repo: github.com/apple/ml-mobil…
Are you interested in SOTA compact CLIP models? 🚀🚀 Check out our open-sourced repo for a family of MobileCLIP models, including a ViT-B@224 with 77.2% IN-top1 accuracy. More highlights in 🧵 Paper (appearing in CVPR 2024): arxiv.org/abs/2311.17049 Repo: github.com/apple/ml-mobil…
If you haven't read our post on some reasons we built MLX, check it out: github.com/ml-explore/mlx… To reiterate some of the reasons you might like MLX: - Apple silicon first - Hackable, simple, no baggage - As fast or faster in many cases, while still quite general - Mostly bug…
If you haven't read our post on some reasons we built MLX, check it out: github.com/ml-explore/mlx… To reiterate some of the reasons you might like MLX: - Apple silicon first - Hackable, simple, no baggage - As fast or faster in many cases, while still quite general - Mostly bug…
How can you get the best language model for a special task if you want inference to be fast and have little specialization data? We answer this question in our preprint "Specialized Language Models with Cheap Inference from Limited Domain Data"! arxiv.org/abs/2402.01093
Join us at The Pioneer Centre for Artificial Intelligence! We are recruiting 11 PhD Students for different projects at the Centre across our collaboratories and partner universities. For more information: aicentre.dk/phd-openings
🚨 Missed the ICML deadline today? Consider submitting a short (4 pages) or long (9 pages) paper to our GenAI+Decision Making workshop at ICLR 2024: sites.google.com/view/GenAI4DM-… ! Deadline is extended to February 9, AOE.
Apple presents Specialized Language Models with Cheap Inference from Limited Domain Data paper page: huggingface.co/papers/2402.01… Large language models have emerged as a versatile tool but are challenging to apply to tasks lacking large inference budgets and large in-domain training…
Qwen1.5 is out, and already works with MLX ! pip install -U mlx-lm Models from 0.5B to 72B, all super high quality. 0.5B runs fast with MLX on my laptop, high quality, hardly any RAM:
Qwen1.5 is out, and already works with MLX ! pip install -U mlx-lm Models from 0.5B to 72B, all super high quality. 0.5B runs fast with MLX on my laptop, high quality, hardly any RAM: https://t.co/9OTIUoVRha
Large Language Model (LLM) agents promise to free us from mundane tasks, but how should they best interact with our world? Introducing CodeAct, an agent {framework, instruction-tuning dataset, model}, employs executable Python code to unify the actions of LLM agents. 🧵1/
1/7 Super excited about my Apple Internship work finally coming out: Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling TLDR: You can train 3x faster and with upto 10x lesser data with just synthetic rephrases of the web! 📝 arxiv.org/abs/2401.16380
ICLR24 Spotlight: To train general-purpose SSL models, it's important to measure the quality of representations during training. But how can we do this w/o downstream labels? We propose a new label-free metric to eval SSL models, called Linear Discrimination Analysis Rank(LiDAR)
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
@emilymbender@dair-co.. @emilymbender
58K Followers 2K Following Prof, Linguistics, UW // Faculty Director, CLMS // she/her // @[email protected] & bsky // rep by @ianbonaparte
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
MMitchell @mmitchell_ai
80K Followers 1K Following Interdisciplinary researcher focused on shaping AI towards long-term positive goals. ML & Ethics. Same content in the Sky, Threads, & the Prehistoric Elephant
Sam Bowman @sleepinyourhat
35K Followers 3K Following AI alignment + LLMs at NYU & Anthropic. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Naomi Saphra @nsaphra
7K Followers 1K Following Waiting on a robot body. ML/NLP. All opinions are universal and held by both employers and family. Same username on every lifeboat off this sinking ship.
Christopher Manning @chrmanning
127K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Djamé.. @zehavoc
6K Followers 3K Following Associate professor in NLP, engaged citizen. Tweeting about work, life and stuffs that I care about. All my tweets can be used freely. Personal account.
Barbara Plank @barbara_plank
9K Followers 1K Following Prof, Chair for AI & Computational Linguistics @LMU_Muenchen, Head of @MaiNLPlab & co-director @CisLMU Prof at @ITUkbh @NLPnorth @ELLISforEurope scholar
Luca Soldaini 🎀 @soldni
6K Followers 1K Following I like tokens! Lead for OLMo data team at @allen_ai (Dolma 🍇), OSS is fun, @QueerInAI organizer 🤖☕️🍕they/them (views mine, not my employer’s)
Jacob Andreas @jacobandreas
14K Followers 958 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Sebastian Ruder @seb_ruder
80K Followers 1K Following Multilingual LLMs @cohere • Prev: @GoogleDeepMind • Newsletter: https://t.co/7JGh2qpG98
Tal Linzen @tallinzen
16K Followers 894 Following Professor @nyuling and @NYUDataScience, research scientist @GoogleAI
Shruti Rijhwani @shrutirij
4K Followers 499 Following * Research Scientist @GoogleDeepMind * #NLProc research * PhD from @LTIatCMU * Amateur woodworker, scuba diver, foosball player
Pasquale Minervini �.. @PMinervini
7K Followers 4K Following Researcher in ML/NLP at the University of Edinburgh (faculty @InfAtEd @EdinburghNLP), @ELLISforEurope, @UCL_NLP, PI for @Clarify2020, https://t.co/WydvfU8ugz he/they
William Wang @WilliamWangNLP
14K Followers 718 Following UCSB NLP Lab + ML Center. https://t.co/6TOnqbk6YT https://t.co/KJYhnav3Et Mellichamp Chair Prof. at UCSB CS. PhD @ CMU SCS. Areas: #NLProc, Machine Learning, AI.
Nathan Schneider @complingy
4K Followers 1K Following Computational Linguist and Professional Nerd at Georgetown University he/him pronouns, ALL the prepositions @[email protected] @complingy.bsky.social
Isabelle Augenstein @IAugenstein
11K Followers 1K Following Full Professor @CopeNLU @uni_copenhagen Formerly @ucl_nlp, @SheffieldNLP. Explainable AI, Natural Language Processing, ML.
Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.
Lewis Walker ➲ @lewiswalkerai
5K Followers 5K Following Follow for Generative AI insights shared daily | Deloitte AI | Ex-Goldman Sachs | LinkedIn Top AI Voice
Abolition @forAbolition
0 Followers 2K Following
Ilaria Manco @Ilaria__Manco
2K Followers 940 Following PhD student @c4dm, working on multimodal learning for music understanding • Former intern @GoogleDeepMind @AdobeResearch @Sony • DJ
Victor Turrisi @victorturrisi
82 Followers 232 Following phd student @unitn || prev intern @amazon and @samsung
Wonon @wonononononon
1 Followers 210 Following
Andrés Ochoa 🇨�.. @ochoasandres
58 Followers 330 Following
Jessica López Espeje.. @jessica_11101
51 Followers 289 Following Research Scientist. Formerly @CEA_List NLP enthusiastic 🛸🚀 😉
Michael Kirchhof @mkirchhof_
652 Followers 287 Following PhD student @uni_tue. Working on large-scale #uncertainty quantification in #machinelearning
Moin Nabi @moin_nabi
201 Followers 305 Following Sr. Principal AI Research Scientist / Manager at Apple
Khari Johnson @kharijohnson
13K Followers 2K Following Citizen, human, tech reporter @calmatters, formerly @wired @venturebeat [email protected]
UnfairAdvantage @anonymalexander
1 Followers 1K Following “I wish you much pain and suffering”, says Jensen Huang
Wei Shi @weishi
44 Followers 939 Following
Gözde Özcan @GozdeOzcanPhD
47 Followers 219 Following Not a doctor (yet), PhD Candidate @nu_spiral, @northeastern Previously @Meta, @BilkentUniv
kovariance @kovariance
66 Followers 2K Following
Ashley Edwards @ashrewards
489 Followers 200 Following Research scientist @GoogleDeepMind. Past: Uber AI Labs, Georgia Tech
Elias Najarro @EIiasNajarro
1K Followers 933 Following Computational physicist. Working on bio-inspired computation, RL & AI for Science. PhD at @RoboEvoArtLab · SciComm at https://t.co/wljaQ6tieI
Sadia Afrin Purba @sadiaafrinpurba
48 Followers 633 Following All in all I'm just another brick in the wall
Eva Louise Marie Gabr.. @e681554349
9 Followers 3K Following
Unbox Research @unboxresearch
746 Followers 648 Following We write articles about AI! https://t.co/YfdaFwMP2d We’re a machine learning research & development company. We find answers in data. Founded by @tylerneylon.
Yassir Jedra @YassirJedra
60 Followers 302 Following Postdoc @MIT, interested in fundamentals of learning high dimensional RL, Bandits and Control.
Ahmed Mostafa @ahmocs30
21 Followers 213 Following Software Engineer @ Microsoft. Randomness can be found here sometimes.
d yy @MIAdddddwww
2 Followers 77 Following Beijing University of Posts and Telecommunications (BUPT)
Monika Sangwan @mnksan02
382 Followers 3K Following Developer Relations | Community Outreach |Tech Books | Book Promotions | Author Management | Content Marketing | Mom of two
Maureen de Seyssel @Maureendss
513 Followers 638 Following PhD from @CoML_ENS in speech, ml and cognition. Ex research intern @MetaAI. @CoML_ENS. unsupervised (multilingual) speech representations
Germán Ortiz @jgermanmx
20 Followers 241 Following Mexican 🇲🇽 research assistant at @mbzuai working on NLP
Varun Goyal @varungoyal23
65 Followers 318 Following NLP Research Assistant, cs master's @UIUC. bachelor's @IITKanpur. Formerly @LeenaAI_ @rubrikInc @solanalabs
Hector Garcia Rodrigu.. @hector_grhv
76 Followers 689 Following Research @Huawei . Previously Amazon, UCL.
Shashank Dubey @shashank1130
13 Followers 333 Following Data Science | ML | AI | LLMs | Computer Vision
Petra AI @applepetraai
188 Followers 288 Following 🦾Designed by Apple in California 🤖Robot, not real human 💻WWDC06 project
Daniel Severo @_dsevero
2K Followers 960 Following Info theory and AI @AIatMeta @UofT @VectorInst. Previously @GoogleAI @UFSC 🇧🇷
Joel @Joel34527543
64 Followers 365 Following minister of the gospel, computer scientist, and entrepreneur
Aaditya ; @Aaditya26082004
532 Followers 7K Following CS'26 • Machine Learning • Open-Source • Web Dev. • Algorithms • Jai Shree Krishna 🦚🪈
Sara @baruni_sara
3 Followers 130 Following
Avneet Kaur @avneetreen
3 Followers 250 Following Data Engineer @NovoNordisk https://t.co/LYlZkXuPCA. Computer Science @DIKU_Institut she/her
Martin Tutek @mtutek
383 Followers 735 Following Postdoc @ Technion | previously postdoc @ UKP Lab, TU Darmstadt | PhD @ TakeLab, UniZG | Working on interpretability & safety of LLMs.
Azmine Wasi @AzmineWasi
157 Followers 2K Following AI/ML Research (GNN, HAI, NLP, XAI) 📊 Kaggle GM 📝 Explorer ⚙️ Seeking Research Opportunities 🧬📌
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
@emilymbender@dair-co.. @emilymbender
58K Followers 2K Following Prof, Linguistics, UW // Faculty Director, CLMS // she/her // @[email protected] & bsky // rep by @ianbonaparte
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Graham Neubig @gneubig
31K Followers 588 Following Associate professor at CMU, studying natural language processing and machine learning.
MMitchell @mmitchell_ai
80K Followers 1K Following Interdisciplinary researcher focused on shaping AI towards long-term positive goals. ML & Ethics. Same content in the Sky, Threads, & the Prehistoric Elephant
Sam Bowman @sleepinyourhat
35K Followers 3K Following AI alignment + LLMs at NYU & Anthropic. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Naomi Saphra @nsaphra
7K Followers 1K Following Waiting on a robot body. ML/NLP. All opinions are universal and held by both employers and family. Same username on every lifeboat off this sinking ship.
Christopher Manning @chrmanning
127K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Djamé.. @zehavoc
6K Followers 3K Following Associate professor in NLP, engaged citizen. Tweeting about work, life and stuffs that I care about. All my tweets can be used freely. Personal account.
Barbara Plank @barbara_plank
9K Followers 1K Following Prof, Chair for AI & Computational Linguistics @LMU_Muenchen, Head of @MaiNLPlab & co-director @CisLMU Prof at @ITUkbh @NLPnorth @ELLISforEurope scholar
Luca Soldaini 🎀 @soldni
6K Followers 1K Following I like tokens! Lead for OLMo data team at @allen_ai (Dolma 🍇), OSS is fun, @QueerInAI organizer 🤖☕️🍕they/them (views mine, not my employer’s)
Sebastian Ruder @seb_ruder
80K Followers 1K Following Multilingual LLMs @cohere • Prev: @GoogleDeepMind • Newsletter: https://t.co/7JGh2qpG98
Tal Linzen @tallinzen
16K Followers 894 Following Professor @nyuling and @NYUDataScience, research scientist @GoogleAI
NeurIPS Conference @NeurIPSConf
112K Followers 35 Following New Orleans, Dec 10-16, 23. https://t.co/ga8aOw615g Tweets to this account are not monitored. Please send feedback to [email protected].
William Wang @WilliamWangNLP
14K Followers 718 Following UCSB NLP Lab + ML Center. https://t.co/6TOnqbk6YT https://t.co/KJYhnav3Et Mellichamp Chair Prof. at UCSB CS. PhD @ CMU SCS. Areas: #NLProc, Machine Learning, AI.
Nathan Schneider @complingy
4K Followers 1K Following Computational Linguist and Professional Nerd at Georgetown University he/him pronouns, ALL the prepositions @[email protected] @complingy.bsky.social
Isabelle Augenstein @IAugenstein
11K Followers 1K Following Full Professor @CopeNLU @uni_copenhagen Formerly @ucl_nlp, @SheffieldNLP. Explainable AI, Natural Language Processing, ML.
Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.
Ana Marasović @anmarasovic
4K Followers 604 Following Asst prof @UUtah · Ex @allen_ai @uwnlp postdoc @HD_NLP PhD · she/her 🇭🇷
Maureen de Seyssel @Maureendss
513 Followers 638 Following PhD from @CoML_ENS in speech, ml and cognition. Ex research intern @MetaAI. @CoML_ENS. unsupervised (multilingual) speech representations
eaclmeeting @eaclmeeting
4K Followers 24 Following The European Chapter of the Association for Computational Linguistics An annual Top-tier *ACL conference. #EACL2024 #NLProc 17-22 March 2024
Becca Roelofs @BeccaRoelofs
2K Followers 364 Following Research scientist @googledeepmind. Phd EECS @ucberkeley on how to make ML more reliable.
Swabha Swayamdipta @swabhz
6K Followers 461 Following Assistant Prof. @CSatUSC | Researcher in #NLProc | Previously with @uwnlp @allenai | she/her
AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Anurag Ranjan @anuragranj
3K Followers 504 Following Researcher @Apple. 3D. PhD @MPI_IS. opinions my own.
Sarvnaz Karimi @sarvk
770 Followers 715 Following Computer scientist @CSIRO Data61. Mastodon: @[email protected] ACL (Association for Computational Linguistics) director of publicity. Opinions are my own.
Iryna Gurevych @IGurevych
814 Followers 42 Following #NLProc professor @CS_TUDarmstadt @TUDarmstadt @mbzuai | Co-Founder @hessian_AI | @ELLISforEurope | @ATHENECenter | @emergen_CITY | Member of the @bbaw_de
Jordan Boyd-Graber @boydgraber
4K Followers 2K Following Trivia Nerd, NLPer, Dad, Colorado native in Maryland exile Working on QA, negotiating/cooperating bots, ML explanations Exemplar for absent-minded professor
Angelos Katharopoulos @angeloskath
2K Followers 236 Following Machine Learning Research @Apple. Previously PhD student at @idiap_ch and @EPFL. Interested in all things machine learnable
Alaa El-Nouby @alaa_nouby
522 Followers 302 Following Research Scientist at @Apple. Previous: @Meta (FAIR), @Inria, @MSFTResearch, @VectorInst and @UofG . Egyptian 🇪🇬 Deprecated twitter account: @alaaelnouby
Armand Joulin @armandjoulin
4K Followers 344 Following principal researcher, @googledeepmind. ex director of emea at fair @metaai. mostly work on open projects: fasttext, dino, llama, gemma.
Oreva Ahia @orevaahia
1K Followers 971 Following PhD student @uwcse | ex: AI/ML Research Intern @apple | Co-organizer @AISaturdayLagos | Researcher @MasakhaneNLP
Chen Huang @chen_huang23
108 Followers 77 Following Research Scientist @Apple. Computer Vision & Machine Learning
Miguel Angel Bautista @itsbautistam
2K Followers 181 Following I am a research scientist (currently @ Apple ML Research) seeking a grand unification of generative modeling 🇪🇸🇺🇸
Marie Bjerre @marie_bjerre
6K Followers 185 Following Kæmper for frihed 💙 Digitaliserings- og Ligestillingsminister 🎙️💃
Harsh Agrawal @harsh_092
710 Followers 537 Following Research Scientist @Apple MLR | Previously PhD @Georgia Tech | CloudCV | EvalAI. Working on Multi-modal and Embodied AI
Richard He Bai @richard_baihe
59 Followers 155 Following ML Researcher @Apple MLR. prev. phd @Uwaterloo; ex-intern @MSFTResearch @BaiduResearch
Vaishaal Shankar @Vaishaal
807 Followers 337 Following ML research @ apple. Trying to find artificial intelligence. Opinions are my own.
jörn jacobsen @jh_jacobsen
2K Followers 2K Following pushing representation learning boundaries at 🍏 prev: @VectorInst/@UofT, @bethgelab, @UvA_Amsterdam, @maxplanckpress
Bogdan Mazoure @bogdan_mazoure
761 Followers 336 Following Research Scientist @Apple MLR. PhD from @mcgillu + @MILAMontreal. Previously @Deepmind, @GoogleAI and @MSFTResearch.
Abdoulaye Diack @A__Diack
3K Followers 2K Following AI/ML Program Management @ Google Research. ex Google Brain. Speaker (EN/FR) Opinions are my own. He/His. https://t.co/RFzicyHPhR
Adam Golinski @adam_golinski
2K Followers 3K Following ML research @Apple, prev @OxCSML @InfAtEd, part of @MLinPL & @polonium_org 🇵🇱, sometimes funny
Lucio Dery Jnr Mwinm @derylucio
464 Followers 956 Following
Pau Rodríguez López @prlz77
1K Followers 1K Following Research Scientist @Apple MLR on #machine_learning understanding and robustness. @ELLISforEurope member. Previously at ServiceNow and Element AI in Montréal.
Luca Zappella @luca_zapp
136 Followers 92 Following
Dan Busbridge @danbusbridge
392 Followers 852 Following Machine Learning Research @ Apple (opinions are my own)
Jason Ramapuram @jramapuram
791 Followers 394 Following ML Research Scientist MLR | Formerly: DeepMind, Qualcomm, Viasat, Rockwell Collins | Swiss-minted PhD in ML | Barista alumnus ☕ @ Starbucks | 🇺🇸🇮🇳🇱🇻🇮🇹
Preetum Nakkiran @PreetumNakkiran
10K Followers 2K Following ML research @Apple. @sh_reya’s fiancé | PhD @Harvard, postdoc @UCSanDiego, EECS @Berkeley_EECS, "AI" @OpenAI, @GoogleAI
Etai Littwin🇮🇱 @EtaiLittwin
134 Followers 62 Following
Laurent Dinh @laurent_dinh
5K Followers 769 Following Internet pedestrian. ✨Content creator✨ (ML researcher). Tweets were not peer reviewed. (he/him/his). Mastodon: https://t.co/jawvygfDHA
Pierre Ablin @PierreAblin
5K Followers 339 Following Machine learning research scientist at @Apple. I mostly tweet about optimization, stats and ML.
Jerremy Holland @jerremy
383 Followers 941 Following
Maartje ter Hoeve @maartjeterhoeve
2K Followers 380 Following Machine Learning Researcher @Apple MLR • PhD from @UvA_Amsterdam • MSc AI, BA Linguistics • Interned @Apple MLR; @MetaAI; @MSFTResearch; @BlendleResearch
Josh Susskind @jsusskin
2K Followers 538 Following Apple ML research: foundations, perception, action, future technology, creativity, curiosity, compositionality, scientific jazz!
Yizhe Zhang @ ICLR 20.. @YizheZhangNLP
1K Followers 442 Following Research Scientist at Apple MLR | ex-researcher @ Microsoft Research, Meta AI | PhD @ Duke University
Jiatao Gu @thoma_gu
3K Followers 2K Following Machine Learning Researcher at @Apple ML Research (MLR) based in NYC | ex-FAIRer | PhD from HKU | Research on Generative AI for multimodalities. また日本語もできます。
our dis paper was rejected. my team really think it’s a good paper. we learned a lot working on it and got findings (we think) few have discussed. we are satisfied with it. i’ve shifted my goal from publishing paper to finishing high-quality paper that i’m personally proud of
Latest MLX + MLX LM: Out of the box, 103.5 toks/sec, 4-bit Mistral 7B, M2 Ultra Just pip install -U mlx-lm So fast:
@ReviewAcl is implementing an important change in the submission process for upcoming cycles. Each submission will now need to provide information regarding reviewing commitment. Exceptions apply. Read more here: aclrollingreview.org/reviewing-work…
Anna Rogers joins the ARR as a new Editor-in-Chief! aclrollingreview.org/new-eic/
@natschluter @CIFAR_News @Mila_Quebec @mcgillu Thank you Natalie
Thank you @CIFAR_News , it's official. I am happy to announce that I have been awarded a Canada CIFAR AI Chair 🥳🎉 I am very grateful to CIFAR, @Mila_Quebec and @mcgillu
David Ifeoluwa Adelani (@davlanade @mcgillu @Mila_Quebec) develops machine learning models for under-resourced languages, such as African, Latin-American and Indigenous languages, creating better automatic translations and text-to-speech services. cifar.ca/cifarnews/2024…
How can you get the best language model for a special task if you want inference to be fast and have little specialization data? We answer this question in our preprint "Specialized Language Models with Cheap Inference from Limited Domain Data"! arxiv.org/abs/2402.01093
@natschluter Yeah, for us "insufficient expertise" was also a type of review problems to file a structured complaint about. If there's a bad misunderstanding, the authors can explain why, and AC hopefully can see their point. Then those kind of reviews can also get discarded.
@natschluter I think one possible solution is to have a "structured complaint" mechanism, like we did at ACL'23. This seems to be a case of "the score doesn't match the review text"? The authors flag this => AC considers the complaint => if it's reasonable, AC can discard the review.
@natschluter It's a hard problem, one we continue to worry and brainstorm about. At @ReviewAcl we share tutorials, like that by @annargrs, and guidelines, with reviewers. At the AC level, you can provide feedback to reviewers. This is not scalable, and it is a lot of work.
Welcome to the MLX community @ClementDelangue 🤗 + MLX = open source + local = 🚀
Many thanks to @awnihannun , helps me a lot with MLX! It is amazing to see Qwen1.5 running on Mac!
Qwen1.5 is out, and already works with MLX ! pip install -U mlx-lm Models from 0.5B to 72B, all super high quality. 0.5B runs fast with MLX on my laptop, high quality, hardly any RAM:
@lateinteraction Seriously, it's fucking garbage. I have been programming for over 20 years with five different languages. Python is by far the shittiest language and ecosystem I have ever encountered. Even PHP is better. Have you ever worked with any other ecosystems, like JS for example?
@RemivanTrijp Culture erasing is not “pragmatism”. My parents were told by me teachers to not speak to me in their own native languages (Kabyle and dialectal Arabic). I’ve been depraved of an important part of my culture because of institutionalized racism.
After a ☀️ weekend, beautiful but cold morning (-4 °C) #Munich
Excited to share AIM 🎯 - a set of large-scale vision models pre-trained solely using an autoregressive objective. We share the code & checkpoints of models up to 7B params, pre-trained for 1.2T patches (5B images) achieving 84% on ImageNet with a frozen trunk. (1/n) 🧵
To be presented at #ICLR2024 !
What happens when we use LLaMA on language re-arrangement tasks? Strong generalization capabilities - as our new paper @Apple shows! Website: llm-rl.github.io
Excited and humbled that my paper “Conformal Prediction via Regression-as-Classification” was accepted at #ICLR2024! Huge shoutout to my collaborators @EmtiyazKhan, @tmoellenhoff, @eugene_ndiaye, @Shlok_Natarajan! More details coming soon! Paper: etash.me/papers/Bayesia…
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