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dogmaticdev/SIMD-Tokenizer: A Hyper Optimzed Tokenizer written in handwritten assembly. Made for SSE2 cpu architectures.  🚀SIMD Text Processing
github.com·9h·Hacker News
Large-Scale Data Parallelization of Product Quantization and Inverted Indexing Using Dask  🗂️Vector Databases
arxiv.org·1d
Compressing LLMs with progressive pruning and multi-objective distillation  💻Local LLMs
rig.ai·4d·Hacker News
Which one is more important: more parameters or more computation? (2021)  🌊Streaming Algorithms
parl.ai·1d·Hacker News
Efficient and well-conditioned ghost-point discretization of boundary operators on unfitted domains  🌐Computational Topology
arxiv.org·5d
From 800ms to ~25ms: harness-driven optimization of a CUDA matmul kernel  ⚡SIMD Optimization
github.com·2d·Hacker News
FairyFuse: Multiplication-Free LLM Inference on CPUs via Fused Ternary Kernels  💻Local LLMs
arxiv.org·1d
Partitioning Unstructured Sparse Tensor Algebra for Load-Balanced Parallel Execution  🚀SIMD Parsing
arxiv.org·4d
Toward designing workload-aware Surface Code Architectures  🖥️Hardware Architecture
arxiv.org·2d
Proxics: an efficient programming model for far memory accelerators  🖥️Hardware Architecture
arxiv.org·4d
OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving  ⚡Z3 Optimization
arxiv.org·1d
MoE-nD: Per-Layer Mixture-of-Experts Routing for Multi-Axis KV Cache Compression  ⚡CPU Microarchitecture
arxiv.org·4d
SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving  🖥️Hardware Architecture
arxiv.org·3d·Hacker News
Synthesizing Backward Error Bounds, Backward  📐Error Bounds
arxiv.org·5d
LACE: Lattice Attention for Cross-thread Exploration  💨Cache Analysis
arxiv.org·5d
ARGUS: Agentic GPU Optimization Guided by Data-Flow Invariants  ⚡Incremental Computation
arxiv.org·3d
How Much Cache Does Reasoning Need? Depth-Cache Tradeoffs in KV-Compressed Transformers  ⚡Cache Theory
arxiv.org·4d
Sequential KV Cache Compression via Probabilistic Language Tries: Beyond the Per-Vector Shannon Limit  🌊Streaming Compression
arxiv.org·5d·Hacker News
Different Perspectives of Memory System Simulation  🔩Systems Programming
arxiv.org·4d·Hacker News
Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing  🚀SIMD Text Processing
arxiv.org·4d

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