🤖 TVM - hello · Scour

TurboSparse-LLM Performance: Outperforming Mixtral and Gemma with Extreme Sparsity

hackernoon.com·14h

Why I Built a Masked Autoencoder (MAE) from Scratch (And How You Can Too)

pub.towardsai.net·1d

Asura: Looped Language Models done better

neel04.github.io·2d·

Discuss: Hacker News

📝Parser Combinators

AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning

arxiv.org·1d

🔧LLVM IR Optimization

An FPGA-based Accelerator Addressing Bottlenecks in GNN Preprocessing (KAIST et al.)

semiengineering.com·1d

⚡Hardware Acceleration

Probabilistic Graph Neural Inference for bio-inspired soft robotics maintenance with ethical auditability baked in

dev.to·5h·

Discuss: DEV

anadim/AdderBoard: Smallest transformer that can add two 10-digit numbers

github.com·1h

🌳Pratt Parsing

Perplexity open-sources embedding models that match Google and Alibaba at a fraction of the memory cost

the-decoder.com·4h

The 5 Vector Databases for RAG: How to Give Your LLM Perfect Memory at Million-Scale

pub.towardsai.net

·16h

🧮Vector Databases

Sakana AI Introduces Doc-to-LoRA and Text-to-LoRA: Hypernetworks that Instantly Internalize Long Contexts and Adapt LLMs via Zero-Shot Natural Language

marktechpost.com·21h

DeepSeek updated its low-level operator library DeepGEMM, basically confirming the implementation of mHC and next-generation hardware support in V4

github.com·15h·

Discuss: r/LocalLLaMA

PRAC: Principal-Random Subspace for LLM Activation Compression and Memory-Efficient Training

arxiv.org·1d

🔧LLVM IR Optimization

Beyond Porting: How vLLM Orchestrates High-Performance Inference on AMD ROCm

blog.vllm.ai·1d

Unsloth Dynamic 2.0 GGUFs

unsloth.ai·6h·

Discuss: Hacker News, r/LocalLLaMA

Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings

scholar.google.com·15h·

Discuss: Hacker News

🧮Vector Databases

KV Caching in LLMs: A Guide for Developers

machinelearningmastery.com·2d

Scaling ML Inference on Databricks: Liquid or Partitioned? Salted or Not?

towardsdatascience.com·1h

📊Vectorized Query Execution

Driving the Edge: YOLOv11 Autonomous Mastery with MentorPi

hackster.io·7h

How I'm using Local Large Language Models

jvt.me·1h

perplexity-ai/pplx-embed-v1-4b

huggingface.co·5h

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