Jonathan Pilault @J_Pilault
former intern @GoogleDeepMind PhD @Mila_Quebec Montreal Joined February 2010-
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Hyped to share JaxPruner: a concise library for sparsity research. JaxPruner includes 10+ easy-to-modify baseline algorithms and provides integration with popular libraries like t5x, scenic, dopamine and fedjax. 1/7 Code: github.com/google-researc… Paper: arxiv.org/pdf/2304.14082…
Zyphra is pleased to announce Zamba-7B: - 7B Mamba/Attention hybrid - Competitive with Mistral-7B and Gemma-7B on only 1T fully open training tokens - Outperforms Llama-2 7B and OLMo-7B - All checkpoints across training to be released (Apache 2.0) - Achieved by 7 people, on 128…
Last week, I gave a talk at @Mila_Quebec. The talk should be of interest to anyone working on predictive models, particularly in latent space. In collab. with @MahanFathi @ClementGehring @J_Pilault @davidkanaa @pierrelux. See you at @iclr_conf in 🇦🇹! drive.google.com/file/d/1mQSXFa…
Course Correcting Koopman Representations Accepted at #ICLR2024! We identify problems with unrolling in imagination and propose an unconventional, simple, yet effective solution: periodically "𝒓𝒆𝒆𝒏𝒄𝒐𝒅𝒊𝒏𝒈" the latent. 📄 arxiv.org/abs/2310.15386 @GoogleDeepMind 1/🧵
My research group @kasl_ai is looking for interns! Applications are due in 2 weeks ***January 29***. The long-awaited form: forms.gle/iLU1uQAxZ2UKEN… Please share widely!!
@notnotrishi I like the SSM/hyena/Block State Transformers arxiv.org/pdf/2306.09539… arxiv.org/pdf/2302.10866… They remind me of Q-RNNs arxiv.org/abs/1611.01576 and play around with different parallelization ideas. I don't think transformers are that special and there are many equivalent…
Why not get the best of both worlds by combining SSMs and Transformers? Excited to share our work at #NeurIPS2023: "Block-State Transformers." BST hits new highs in long-range language modeling and LRA tasks. paper: arxiv.org/abs/2306.09539 1/
Tips for non-technical entrepreneurs goo.gl/ItgdM
Its 2012, Canadian eCommerce stuck in the 90's: marketdrum.com/its-2012-canad…
#Montreal should be the #innovation and #start-up gate keeper between Europe and the US. Wouldn't entering respective markets be easier?
33% of online shoppers in Canada leave their cart before check-out due to high shipping costs (emarketer). Free shipping is must in Canada
Customer Analytics Drive Customer Loyalty, not Loyalty Programs shar.es/g9rUx
YC-Funded Bushido: An App Store For The Web That Can Kickstart Your Side Projects via @TechCrunch techcrunch.com/2011/08/29/yc-…
How Discovery Will Drive Transactions via @TechCrunch techcrunch.com/2011/08/21/how…
Video: Free-Moving Kinect Used To Map Room And Objects In Detailed 3D via @TechCrunch techcrunch.com/2011/08/10/vid…
I strongly recommend this article: 57 Things I've Learned Founding 3 Tech Companies businessinsider.com/57-things-ive-… via @SAI
10 High Tech Gadgets From Overseas That Make It Look Like Americans Are Living In The Stone Age businessinsider.com/foreign-gadget… via @sai_tools
Feds Giving Engineers and Scientists $50K to Learn to Start Companies | Epicenter | Wired.com wired.com/epicenter/2011…
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8K Followers 31 Following Robot builder, MIT Media Lab professor, MIT Dean for Digital Learning, Entrepreneur, Mother of Robots giving robots a heart, too.Huge congratulations to the Zyphra team @PaoloGlorioso1 @yury_tokpanov @QuentinAnthon15 @jcrwhittington @ai_phd @J_Pilault for your exceptional effort, skill, and dedication in pulling this together. There will be many more exciting days ahead.
Happy to release Accelerated Scan, a kernel library for first order parallel associative scans in vanilla @PyTorch, Triton 2.2.0 and CUDA C++. pip install accelerated-scan🧵
This was joint work between @GoogleDeepMind and @Mila_Quebec. Many thanks to my supervisors @RGoroshin and @pierrelux for their constant support and guidance throughout the project. Also props to @ClementGehring, @J_Pilault and @davidkanaa. See you in Vienna! ❤️ 14/14
@MahanFathi we need code to gets our hands dirty and start building! 🙌🏼🙏🏼
@MahanFathi Would be great to see if this approach can be combined with Mamba