https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mamba-and-state A Visual Guide to Mamba and State Space ModelsMaarten GrootendorstFeb 19, 2024 “To further improve LLMs, new architectures are developed that might even outperform the Transformer architecture. One of
What I Read: Unit Disk Sampling
https://towardsdatascience.com/unit-disk-uniform-sampling-91880f3740fa?gi=4b73b464a4d0 Unit Disk Uniform SamplingThomas RouchSep 16, 2024 “Discover the optimal transformations to apply on the standard [0,1] uniform random generator for uniformly sampling a 2D disk”
What I Read: Multi Objective Optimisation
https://blog.flipkart.tech/multi-objective-optimisation-in-suggestions-ranking-flipkart-49099b951eae?gi=04415d605535 Multi Objective Optimisation in Suggestions Ranking @ FlipkartPranjal SanjanwalaApr 19, 2024 “…we aim to provide a perfectly tailored set of suggestions for that user at that point in time.
What I Read: cosine similarity
https://tomhazledine.com/cosine-similarity-alternatives Alternatives to cosine similarityTom Hazledine9/20/24 8:00 PM “Cosine similarity is the recommended way to compare vectors, but what other distance functions are there? And are any of them better?”
What I Read: Statistical Validity, Clusters
https://www.fharrell.com/post/cluster The Burden of Demonstrating Statistical Validity of ClustersFrank HarrellOctober 6, 2024 “Most medical applications of statistical clustering techniques fail to address the most basic questions…”
What I Read: Transformers Inference Optimization
https://astralord.github.io/posts/transformer-inference-optimization-toolset Transformers Inference Optimization ToolsetAleksandr SamarinOct 1, 2024 “Large Language Models are pushing the boundaries of artificial intelligence, but their immense size poses significant computational challenges. As these models grow,
What I Read: Viola Jones’ Algorithm
https://medium.com/@aaronward6210/facial-detection-understanding-viola-jones-algorithm-116d1a9db218 Facial Detection — Understanding Viola Jones’ AlgorithmAaronWardJan 24, 2020 “There are many approaches to implement facial detection…”