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Hardware-Aware Reformulation of Convolutions for Efficient Execution on Specialized AI Hardware: A Case Study on NVIDIA Tensor Cores
arxiv.orgยท1d
โšกHardware Acceleration
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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.comยท4hยท
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๐Ÿ—๏ธLLM Infrastructure
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PRIMAL: Processing-In-Memory Based Low-Rank Adaptation for LLM Inference Accelerator
arxiv.orgยท1d
๐Ÿง LLM Inference
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Co-optimization Approaches For Reliable and Efficient AI Acceleration (Peking University et al.)
semiengineering.comยท12h
โšกHardware Acceleration
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
machinelearning.apple.comยท1d
๐Ÿ•ฏ๏ธCandle ML
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ANN v3: 200ms p99 query latency over 100 billion vectors
turbopuffer.comยท1dยท
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๐Ÿ”ฎPrefetching
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Qdrant - Vector Database
qdrant.techยท1d
๐ŸŽฏQdrant
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Why AI Needs GPUs and TPUs: The Hardware Behind LLMs
blog.bytebytego.comยท2d
โšกHardware Acceleration
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Youtube Channel Transcript Embeddings
shruggingface.comยท1d
๐Ÿ•ธ๏ธSparse Vectors
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Hippocampus model implementing a Turing machine
pub.towardsai.netยท1h
๐Ÿง LLM Inference
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Uncovering Unfaithful CoT in Deceptive Models
lesswrong.comยท3h
๐Ÿ›ก๏ธAI Security
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Everything Moe
ianbarber.blogยท1dยท
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๐Ÿ”คTokenization
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Implementing Dino from Scratch
logits.bearblog.devยท23hยท
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๐ŸŽฏQdrant
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ClickPy at 2 Trillion rows: Scaling ingestion and fixing the past
clickhouse.comยท19h
โšกClickHouse
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AI Systems Performance Engineering
github.comยท4hยท
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๐Ÿ“…Resource Scheduling
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Show HN: 4x faster Deep Learning training โ€“ we replaced the DataLoader with Rust
news.ycombinator.comยท1dยท
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๐Ÿ”ฅBurn
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CUDA Programming: From Zero to GPU Kernels
pythongiant.github.ioยท18hยท
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โšกHardware Acceleration
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AI Policy NotebookLM
mguhlin.orgยท17h
๐Ÿ‘จโ€๐Ÿ’ปAI Coding
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Streamlining CUB with a Single-Call API
developer.nvidia.comยท8h
๐ŸŸ๏ธArena Allocators
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A dual context-aware basecaller for nanopore direct RNA sequencing
nature.comยท19h
๐Ÿ”คTokenization
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