Hacker Papers
- 451
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Hacker News threads
- Jun 2023LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale
- Aug 2022LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale
- Sep 2022Hot Chips 34: AMD’s Instinct MI200 Architecture
- Feb 2023How to Train Large Models on Many GPUs?
- Mar 2023Show HN: Llama-dl – high-speed download of LLaMA, Facebook's 65B GPT model
- Apr 2023Web LLM – WebGPU Powered Inference of Large Language Models
- May 2023Billion-Scale Approximate Nearest Neighbor Search [pdf]
- May 2023QLoRA: Efficient Finetuning of Quantized LLMs
- Jul 2023Transformer Attention is off by one
- Jun 2024Optimizing AI Inference at Character.ai
- 452
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization
Hacker News threads
- May 2018Artificial Neural Nets Grow Brainlike Navigation Cells
- May 2018Grid-Cell Like Deep Layers in Navigation AI
- Feb 2019The Brain’s “Inner GPS” Creates Conceptual Spaces in the Mind
- Apr 2022Scientists discover specific neurons involved in making memories
- Jun 2024A most profound video game: a good cognitive aid for research
- 453
Mathematical Capabilities of ChatGPT
Hacker News threads
- Feb 2023Mathematical Capabilities of ChatGPT
- Mar 2023Ask HN: Who wants to be hired? (March 2023)
- Apr 2023Ask HN: Who wants to be hired? (April 2023)
- Apr 2023
- Jun 2023MIT Responds to “ Exploring the MIT Mathematics and EECS Curriculum Using LLMs” [pdf]
- Oct 2023AI is replacing customer service jobs across the globe
- Oct 2023GPT-4 Understands
- Jun 2024Terence Tao on proof checkers and AI programs
- 454
Does GPT-4 pass the Turing test?
Hacker News threads
- Nov 2023Does GPT-4 Pass the Turing Test?
- Nov 2023Does GPT-4 Pass the Turing Test?
- Nov 2023OpenAI Announces Leadership Transition
- Dec 20231960s chatbot ELIZA beat OpenAI's GPT-3.5 in a recent Turing test study
- Jan 2024Stuff we figured out about AI in 2023
- Jan 2024AI or Ain't: Eliza
- Jun 2024AI Hype is completely out of control – especially since ChatGPT-4o [video]
- 455
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Hacker News threads
- Sep 2016“Why Should I Trust You?” Explaining the Predictions of Any Classifier [pdf]
- Apr 2016[pdf] Explaining the Predictions of Any Classifier
- Oct 2020Explaining black box models with LIME
- Sep 2016Explainable Artificial Intelligence (XAI) Darpa Funding
- Mar 2017War by any means: The story of DARPA
- Jul 2017Thoughts on OpenAI, reinforcement learning, and killer robots
- Dec 2017DeepVariant: Highly Accurate Genomes with Deep Neural Networks
- Dec 2017A friend of mine died and I didn't know because of algorithms
- Jul 2019Interpretable Machine Learning
- Apr 2020Introduction to Support Vector Machines in Machine Learning
- Jun 2024No physics? No problem. AI weather forecasting is already making strides
- 456
Towards Understanding Grokking: An Effective Theory of Representation Learning
Hacker News threads
- 457
Learning to Generate Reviews and Discovering Sentiment
Hacker News threads
- 458
Array Languages Make Neural Networks Fast
Hacker News threads
- 459
Probing Neural Network Comprehension of Natural Language Arguments
Hacker News threads
- Jul 2019Probing Neural Network Comprehension of Natural Language Arguments
- Jul 2019BERT's success due to 'spurious statistical cues'
- Jul 2019Probing Neural Network Comprehension of Natural Language Arguments
- Jul 2019A Worrying Analysis of Recent Neural Recommendation Approaches
- Aug 2019AI startup claims to automate app making but actually just uses humans
- Nov 2019Douglas Hofstadter: The Shallowness of Google Translate (2018)
- Dec 2023Ask HN: What is the current state of "logical" AI?
- May 2024How does AI impact my job as a programmer?
- 460
Multiplying Matrices Without Multiplying
Hacker News threads
- Sep 2021Multiplying Matrices Without Multiplying
- Jun 2021Multiplying Matrices Without Multiplying
- Jun 2022Bolt: Faster matrix and vector operations that run on compressed data
- Jun 2022Bolt: Faster matrix and vector operations that run on compressed data
- Nov 2023Show HN: Stella Nera – Maddness Hardware Accelerator
- May 2024Reproducing GPT-2 in llm.c
- 461
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
Hacker News threads
- 462
Denoising Diffusion Probabilistic Models
Hacker News threads
- 463
TerpreT: A Probabilistic Programming Language for Program Induction
Hacker News threads
- Aug 2016TerpreT: A Probabilistic Programming Language for Program Induction by MSR
- Jan 2018Programming with a Differentiable Forth Interpreter (2016)
- Sep 2021The Great AI Reckoning
- Jun 2022Differentiable Finite State Machines
- May 2024Show HN: Boldly go where Gradient Descent has never gone before with DiscoGrad
- 464
Locating and Editing Factual Associations in GPT
Hacker News threads
- Feb 2023We Found an Neuron in GPT-2
- Feb 2023ChatGPT is falsely recommending us for a service we don't provide
- May 2023How does data removal from GPT *work
- Aug 2023PMET: Precise Model Editing in a Transformer
- Oct 2023MemGPT – LLMs with self-editing memory for unbounded context
- Nov 2023Is the reversal curse in LLMs real?
- Dec 2023What Is Retrieval-Augmented Generation a.k.a. RAG?
- May 2024Llama3 implemented from scratch
- 465
Release Strategies and the Social Impacts of Language Models
Hacker News threads
- Aug 2019(OpenAI) Release Strategies and the Social Impacts of Language Models
- Sep 2019Release Strategies and the Social Impacts of Language Models
- Aug 2019Release Strategies and the Social Impacts of Language Models
- Apr 2020Generating MIDI Music with GPT-2
- Nov 2023Sam Altman Exposes the Charade of AI Accountability
- May 2024Reflections on our Responsible Scaling Policy
- 466
Visual Instruction Tuning
Hacker News threads
- 467
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs
Hacker News threads
- May 2021Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs (2020)
- Feb 2021Artificial Neural Nets Finally Yield Clues to How Brains Learn
- Apr 2021Predictive coding has been unified with backpropagation
- Apr 2021Cerebras’ new monster AI chip adds 1.4T transistors
- Apr 2021The Fourier transform is a neural network
- Jun 2023Artificial brains help understand real brains
- Sep 2023What Is an Emotion? William James’s Theory of How Our Bodies Affect Our Feelings
- May 2024Energy, not compute, will be the #1 bottleneck to AI progress – Mark Zuckerberg [video]
- 468
Qualitatively characterizing neural network optimization problems
Hacker News threads
- 469
Poincaré Embeddings for Learning Hierarchical Representations
Hacker News threads
- Jun 2017Poincaré Embeddings for Learning Hierarchical Representations
- Oct 2017Show HN: Implementation of Poincaré Embeddings(Facebook Research) in Numpy
- Aug 2019Music Recommendations in Hyperbolic Space
- Aug 2019Implementing Poincaré Embeddings (2017)
- Feb 2021Illuminating hyperbolic geometry (2015) [video]
- Apr 2024Quaternion Knowledge Graph Embeddings (2019)
- 470
A high-bias, low-variance introduction to Machine Learning for physicists
Hacker News threads
- Apr 2024A high-bias, low-variance introduction to Machine Learning for physicists
- Mar 2018A high-bias, low-variance intro to ML for physicists
- Aug 2022A high-bias, low-variance introduction to Machine Learning for physicists (2019)
- Apr 2018Boltzmann Encoded Adversarial Machines
- Jul 2018TherML – Thermodynamics of Machine Learning
- Aug 2018A high bias low-variance introduction to Machine Learning for physicists
- Jun 2023Data-Driven Science and Engineering 2nd Edition [pdf]
- 471
SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
Hacker News threads
- May 2023SparseGPT: Language Models Can Be Accurately Pruned in One-Shot
- Jan 2023Some Remarks on Large Language Models – Yoav Goldberg
- Mar 2023Neural Chip Plays Doom Using a Thousandth of a Watt
- Apr 2023Stability AI Launches the First of Its StableLM Suite of Language Models
- Apr 2023GitHub Copilot emits GPL code
- May 2023How to run Llama 13B with a 6GB graphics card
- May 2023OpenAI chief goes before US Congress to propose licenses for building AI
- Apr 2024Show HN: Speeding up LLM inference 2x times (possibly)
- 472
Power Hungry Processing: Watts Driving the Cost of AI Deployment?
Hacker News threads
- 473
Averaging Weights Leads to Wider Optima and Better Generalization
Hacker News threads
- 474
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead
Hacker News threads
- Oct 2019Stop Explaining Black Box Models for High Stakes Decisions
- Feb 2020Stop Explaining Black Box Machine Learning Models, Use Interpretable Models [pdf]
- Apr 2020Ode to J
- Oct 2021Cynthia Rudin wins the 2021 AAAI Squirrel AI Award
- Oct 2021Cynthia Rudin wins the 2021 AAAI Squirrel AI Award
- Oct 2021Cynthia Rudin wins the 2021 AAAI Squirrel AI Award
- Jun 2022Shapash – Python library to make machine learning interpretable
- Apr 2024'Lavender': The AI machine directing Israel's bombing in Gaza
- 475
Stable image reconstruction using total variation minimization
Hacker News threads
Data from the Hacker News archive (ODC-By), arXiv and OpenAlex. Not affiliated with Hacker News or Y Combinator.