Sparsity in LLMs Workshop at ICLR 2025 @sparseLLMs
Workshop on Sparsity in LLMs: Deep Dive into Mixture of Experts, Quantization, Hardware, and Inference @iclr_conf 2025. sparsellm.org Singapore Joined December 2024-
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@AggieInCA giving the first Oral talk at #ICLR2025 @sparseLLMs workshop
Presenting in short! 👉🏼 Mol-MoE: leveraging model merging and RLHF for test-time steering of molecular properties. 📆 today, 11:15am to 12:15pm 📍 Poster session #1, GEM Bio Workshop @gembioworkshop @sparseLLMs #ICLR #ICLR2025
Presenting in short! 👉🏼 Mol-MoE: leveraging model merging and RLHF for test-time steering of molecular properties. 📆 today, 11:15am to 12:15pm 📍 Poster session #1, GEM Bio Workshop @gembioworkshop @sparseLLMs #ICLR #ICLR2025
@black_samorez giving his oral talk at the #ICLR2025 @sparseLLMs workshop
We are presenting “Prefix and output length-aware scheduling for efficient online LLM inference” at the ICLR 2025 (@iclr_conf) Sparsity in LLMs workshop (@sparseLLMs). 🪫 Challenge: LLM inference in data centers benefits from data parallelism. How can we exploit patterns in…
@tydsh giving his invited talk at the #ICLR2025 @sparseLLMs workshop!
our workshop on sparsity in LLMs is starting soon in Hall 4.7! we’re starting strong with an invited talk from @DAlistarh and an exciting oral on scaling laws for MoEs!
@DAlistarh giving his invited talk at the #ICLR2025 @sparseLLMs workshop
Our ICLR 2025 Workshop on Sparsity in LLMs (@sparseLLMs) kicks off with a talk by @DAlistarh on lossless (~1% perf drop) LLM compression using quantization across various benchmarks.
First poster session at the #ICLR2025 @sparseLLMs workshop
a PACKED hall for @tydsh‘s talk at our sparsity in LLMs workshop -not surprising! we have another oral right after this, and then we’ll have the first of 2 poster sessions before lunch! @iclr_conf
@DAlistarh giving his invited talk at the #ICLR2025 @sparseLLMs workshop now!
#ICLR2025 @sparseLLMs Workshop Panel with @PavloMolchanov @ayazdanb @DAlistarh @realDanFu @YangYou1991 and Olivia Hsu, moderated by @PandaAshwinee
If you’re at #ICLR2025, go watch @AggieInCA give an oral presentation at the @sparseLLMs workshop on scaling laws for pretraining MoE LMs! Had a great time co-leading this project with @samira_abnar & @AggieInCA at Apple MLR last summer. When: Sun Apr 27, 9:30a Where: Hall 4-07
If you’re at #ICLR2025, go watch @AggieInCA give an oral presentation at the @sparseLLMs workshop on scaling laws for pretraining MoE LMs! Had a great time co-leading this project with @samira_abnar & @AggieInCA at Apple MLR last summer. When: Sun Apr 27, 9:30a Where: Hall 4-07
Sparse LLM workshop will run on Sunday with two poster sessions, a mentoring session, 4 spotlight talks, 4 invited talks and a panel session. We'll host an amazing lineup of researchers: @DAlistarh @vithursant19 @tydsh @ayazdanb @gkdziugaite Olivia Hsu @PavloMolchanov Yang Yu
I will travelling to Singapore 🇸🇬 this week for the ICLR 2025 Workshop on Sparsity in LLMs (SLLM) that I'm co-organizing! We have an exciting lineup of invited speakers and panelists including @DAlistarh, @gkdziugaite, @PavloMolchanov, @vithursant19, @tydsh and @ayazdanb.
Check out this post that has information about research from Apple that will be presented at ICLR 2025 in 🇸🇬 this week. I will be at ICLR and will be presenting some of our work (led by @samira_abnar) at SLLM @sparseLLMs workshop. Happy to chat about JEPAs as well!
Check out this post that has information about research from Apple that will be presented at ICLR 2025 in 🇸🇬 this week. I will be at ICLR and will be presenting some of our work (led by @samira_abnar) at SLLM @sparseLLMs workshop. Happy to chat about JEPAs as well!
Our QuEST paper was selected for Oral Presentation at ICLR @sparseLLMs workshop! QuEST is the first algorithm with Pareto-optimal LLM training for 4bit weights/activations, and can even train accurate 1-bit LLMs. Paper: arxiv.org/abs/2502.05003 Code: github.com/IST-DASLab/QuE…
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