Ludwig - ai/language_models/efficiency

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Bookmarks

video youtube.com · 24:17 How Attention Residuals Rewire Modern LLMs attention mechanisms

bookmark galacodes.hashnode.dev · 15 min Speculative Decoding: From Theory to Implementation inference

bookmark blog.ezyang.com · 15 min The Parallelism Mesh Zoo training cuda

bookmark transformer-circuits.pub · 3h 34m On the Biology of a Large Language Model interpretability
bookmark arxiv.org · 1 min Do Llamas Work in English? On the Latent Language of Multilingual Transformers interpretability

bookmark lesswrong.com · 11 min Recent AI model progress feels mostly like interpretability

bookmark transformer-circuits.pub · 3h 43m Circuit Tracing: Revealing Computational Graphs in Language Models interpretability

bookmark physics.allen-zhu.com · 4 min Physics of language models interpretability

bookmark ludwigabap.com · 29 min Attention in SRAM on Tenstorrent Grayskull attention mechanisms

bookmark developer.nvidia.com · 10 min Mastering LLM Techniques: Evaluation
bookmark resources.nvidia.com · 1 min Mastering LLM Inference Techniques: Inference Optimization
bookmark developer.nvidia.com · 3 min Automating GPU Kernel Generation with DeepSeek-R1 and Inference Time Scaling gpus

bookmark arxiv.org · 1 min Foundations of Large Language Models

bookmark github.com · 1 min DeepSeek-V3/DeepSeek_V3.pdf at main · deepseek-ai/DeepSeek-V3

bookmark chinatalk.media · 25 min Deepseek: The Quiet Giant Leading China’s AI Race

bookmark arxiv.org · 2h 29m Gemini: A Family of Highly Capable Multimodal Models computer vision
bookmark storage.googleapis.com · 2h 43m Mastering Board Games by External and Internal Planning with Language Models game ai

bookmark blog.steelph0enix.dev · 1h 9m llama.cpp guide - Running LLMs locally, on any hardware, from scratch inference

bookmark blog.dottxt.co · 11 min Coalescence: making LLM inference 5x faster

bookmark arxiv.org · 1h 2m Cramming: Training a Language Model on a Single GPU in One Day interpretability

bookmark scontent.fbeg1-1.fna.fbcdn.net · 1h 0m 448997590_1496256481254967_2304975057370160015_n optimization

bookmark lesswrong.com · 7 min New Scaling Laws for Large Language Models
bookmark arxiv.org · 12 min How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study compression
bookmark mobiusml.github.io · 7 min 1-bit Model compression

bookmark artfintel.com · 8 min Where do LLMs spend their FLOPS?

bookmark arxiv.org · 1 min Sparse Autoencoders Find Highly Interpretable Features in Language Models interpretability

bookmark arxiv.org · 26 min OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

bookmark arxiv.org · 1h 35m Generative Agents: Interactive Simulacra of Human Behavior game ai

bookmark arxiv.org · 16 min The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits compression

bookmark huggingface.co · 1 min The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits compression

bookmark arxiv.org · 1 min K-Level Reasoning with Large Language Models

bookmark arxiv.org · 1 min Measuring Faithfulness in Chain-of-Thought Reasoning interpretability

bookmark arxiv.org · 39 min MemGPT: Towards LLMs as Operating Systems

bookmark arxiv.org · 2h 42m Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training ethics

bookmark chats-lab.github.io · 6 min This project is about how to systematically persuade LLMs to jailbreak them. interpretability
bookmark arxiv.org · 45 min From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models

bookmark arxiv.org · 1h 20m WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia

bookmark arxiv.org · 2h 22m Discovering Language Model Behaviors with Model-Written Evaluations ethics

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