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Efficient LLM Inference arxiv.org/abs/2507.14397

121 sats \ 0 comments \ @carter 14h AI

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LLM in a Flash: Efficient LLM Inference with Limited Memory huggingface.co/papers/2312.11514

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Compiling LLMs into a MegaKernel: A path to low-latency inference zhihaojia.medium.com/compiling-llms-into-a-megakernel-a-path-to-low-latency-inference-cf7840913c17

10 sats \ 0 comments \ @hn 19 Jun tech

DBRX: A new open LLM www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm

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1-Bit LLM: The Most Efficient LLM Possible?www.youtube.com/watch?v=7hMoz9q4zv0

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Defeating Nondeterminism in LLM Inference thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/

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OpenCoder: Open-Source LLM for Coding arxiv.org/abs/2411.04905

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Sampling and structured outputs in LLMs parthsareen.com/blog.html#sampling.md

157 sats \ 0 comments \ @carter 23 Sep AI

What We Know About LLMs (A Primer)willthompson.name/what-we-know-about-llms-primer

163 sats \ 1 comment \ @hn 25 Jul 2023 tech

Lm.rs: Minimal CPU LLM inference in Rust with no dependency github.com/samuel-vitorino/lm.rs

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LLM evaluation at scale with the NeurIPS Efficiency Challenge blog.mozilla.ai/exploring-llm-evaluation-at-scale-with-the-neurips-large-language-model-efficiency-challenge/

110 sats \ 0 comments \ @localhost 22 Feb 2024 tech

LLMs use a surprisingly simple mechanism to retrieve some stored knowledge news.mit.edu/2024/large-language-models-use-surprisingly-simple-mechanism-retrieve-stored-knowledge-0325

128 sats \ 1 comment \ @hn 31 Mar 2024 tech

LiveBench - A Challenging, Contamination-Free LLM Benchmark livebench.ai

161 sats \ 0 comments \ @supratic 17 Jul AI

Ladder: Self-Improving LLMs Through Recursive Problem Decomposition arxiv.org/abs/2503.00735

39 sats \ 0 comments \ @hn 7 Mar tech

Lessons learned from programming with LLMs crawshaw.io/blog/programming-with-llms

120 sats \ 1 comment \ @m0wer 5 Jul AI

Exploring Advanced Reasoning Techniques for LLMs: CoT, STaR, and ToT www.eddieoz.com/exploring-advanced-reasoning-techniques-for-llms-chain-of-thought-cot-step-by-step-rationalization-star-and-tree-of-thoughts-tot/

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LLM-Deflate: Extracting LLMs Into Datasets www.scalarlm.com/blog/llm-deflate-extracting-llms-into-datasets/

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Compute Where It Counts: High Quality Sparsely Activated LLMs crystalai.org/blog/2025-08-18-compute-where-it-counts

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Free Dolly: Introducing the World's First Truly Open Instruction-Tuned LLM www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm

306 sats \ 1 comment \ @nullama 13 Apr 2023 bitcoin

Coping with dumb LLMs using classic ML softwaredoug.com/blog/2025/01/21/llm-judge-decision-tree

31 sats \ 0 comments \ @hn 24 Jan tech

Detecting when LLMs are uncertain www.thariq.io/blog/entropix/

49 sats \ 0 comments \ @hn 25 Oct 2024 tech

Communication Efficient LLM Pre-training with SparseLoCo arxiv.org/abs/2508.15706

100 sats \ 0 comments \ @carter 1 Sep AI