Hacker Papers
- 501
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Hacker News threads
- May 2023GPTQ Accurate Post-Training Quantization for Generative Pre-Trained Transformers
- Mar 2023LLaMA Text-Generation-Webui
- Mar 2023Large language models are having their Stable Diffusion moment
- Mar 2023Alpaca- An Instruct Tuned Llama 7B. Responses on par with txt-DaVinci-3. Demo up
- Mar 2023LLaMa running at 5 tokens/second on a Pixel 6
- Mar 2023Apple: Transformer architecture optimized for Apple Silicon
- Apr 2023Matrix Calculus: Calculate derivatives of matrices
- May 2023The tiny corp raised $5.1M
- Dec 2023Do large language models need all those layers?
- 502
Tracr: Compiled Transformers as a Laboratory for Interpretability
Hacker News threads
- 503
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
Hacker News threads
- Jul 2020GShard: Scaling giant models with conditional computation and automatic sharding
- Jul 2020600B Parameters Model – GShard: Scaling Giant Models
- Jul 2020GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
- Jul 2020OpenAI's GPT-3 may be the biggest thing since Bitcoin
- Dec 2021How to Go Beyond Data Parallelism and Model Parallelism: Starting from GShard
- Dec 2023Google's Gemini: MIT Technology Review
- 504
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Hacker News threads
- 505
Toolformer: Language Models Can Teach Themselves to Use Tools
Hacker News threads
- Feb 2023Toolformer: Language Models Can Teach Themselves to Use Tools
- Feb 2023Toolformer: Language Models Can Teach Themselves to Use Tools
- Feb 2023Toolformer: Language models can teach themselves to use tools
- Feb 2023A new way to build with Large Language Models
- Feb 2023Our Society Is Not Prepared for This Much AI Awesome
- Feb 2023ChatGPT is falsely recommending us for a service we don't provide
- Mar 2023ChatGPT Explained: A Normie's Guide to How It Works
- Mar 2023ViperGPT: A Python Framework That Combines Vision and Language Models Using Code
- Mar 2023ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks
- May 2023AI knows things no one told it
- Nov 2023Sam Altman's ouster was precipitated by letter to board about AI breakthrough
- 506
The emotional arcs of stories are dominated by six basic shapes
Hacker News threads
- Jun 2016The emotional arcs of stories are dominated by six basic shapes
- Jun 2020Using machine learning to classify story arcs into six basic shapes
- Mar 2018The emotional arcs of stories are dominated by six basic shapes
- Aug 2016Text Summarization with TensorFlow
- Oct 2018Researchers analysed 1700 novels to reveal six story types
- Jan 2019At the Blackboard: Kurt Vonnegut diagrams the shapes of stories (2005)
- Aug 2020The basic dramatic situations, according to 1919 manual for screenwriters
- Nov 2023Every story in the world has one of these six basic plots
- 507
The Design and Implementation of XiaoIce, an Empathetic Social Chatbot
Hacker News threads
- 508
Image-to-Markup Generation with Coarse-to-Fine Attention
Hacker News threads
- 509
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
Hacker News threads
- 510
ZeRO-Offload: Democratizing Billion-Scale Model Training
Hacker News threads
- Feb 2021Zero-Offload: Democratizing Billion-Scale Model Training
- Mar 2021Zero-3 Offload: Scale DL models to trillion parameters without code changes
- Mar 2021Zero-3 Offload: Scale DL models to trillion parameters without code changes
- May 2023Ask HN: Is it just me or GPT-4's quality has significantly deteriorated lately?
- Oct 2023Why async gradient update doesn't get popular in LLM community?
- 511
Large Language Model Guided Tree-of-Thought
Hacker News threads
- 512
Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus
Hacker News threads
- 513
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Hacker News threads
- 514
Gorilla: Large Language Model Connected with Massive APIs
Hacker News threads
- May 2023Gorilla: Large Language Model Connected with APIs
- Jun 2023Gorilla: Large Language Model Connected with APIs
- May 2023Gorilla: LLM Connected with APIs
- Jun 2023Falcon 40B LLM (which beats Llama) now Apache 2.0
- Jun 2023OpenAI Cybersecurity Grant Program
- Jun 2023RedPajama 7B (an Apache 2.0-licensed LLaMa) is now available
- Jun 2023OpenLLaMA 13B Released
- Aug 2023Show HN: Poozle – open-source Plaid for LLMs
- Sep 2023RestGPT
- 515
Deep Learning and the Information Bottleneck Principle
Hacker News threads
- Nov 2016Ask HN: What projects are you currently working on?
- Nov 2016Exact mapping between Variational Renormalization Group and Deep Learning (2014)
- Nov 2016Exact mapping between Variational Renormalization Group and Deep Learning (2014)
- May 2018Why does deep and cheap learning work so well?
- Aug 2023Do Machine Learning Models Memorize or Generalize?
- 516
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Hacker News threads
- Aug 2017BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
- Aug 2017BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
- Oct 2017Vulnerabilities in the machine learning model supply chain
- Oct 2017One pixel attack for deceiving deep neural networks
- Feb 2023Planting Undetectable Backdoors in Machine Learning Models
- Jul 2023LaTeX3: Programming in LaTeX with Ease (2020)
- 517
Improving neural networks by preventing co-adaptation of feature detectors
Hacker News threads
- Nov 2012Improving neural networks by preventing co-adaptation of feature detectors [pdf]
- Dec 2012Why use SVM
- Feb 2014Computing 10,000X more efficiently (2010) [pdf]
- May 2014What does a neural network actually do?
- Oct 2015Theoretical Motivations for Deep Learning
- Aug 2016Some of the most important deep learning papers
- Nov 2016Learning about evolution from species who thrive without sexual reproduction
- Jul 2023What We Know About LLMs (A Primer)
- 518
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
Hacker News threads
- Aug 2022Imagen: An AI system that creates photorealistic images from input text
- Feb 2023Google Invests Almost $400M in ChatGPT Rival Anthropic
- Mar 2023Visual ChatGPT
- Apr 2023Stability AI releases DeepFloyd IF, a powerful text-to-image model
- May 2023Governance of Superintelligence
- Jul 2023Stability AI releases its latest image-generating model, Stable Diffusion XL 1.0
- 519
Mixed Precision Training
Hacker News threads
- 520
Recurrent Relational Networks
Hacker News threads
- 521
Competition-Level Code Generation with AlphaCode
Hacker News threads
- 522
PageRank: Standing on the shoulders of giants
Hacker News threads
- 523
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
Hacker News threads
- 524
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
Hacker News threads
- Apr 2018When algorithms surprise us
- Mar 2018Surprising Creativity: Anecdotes from Evolutionary Computation
- Mar 2018The Surprising Creativity of Digital Evolution: Artifical Life and EC Anecdotes
- Mar 2018Evolution Is the New Deep Learning
- Jun 2018Can “effective altruism” maximise the bang for each charitable buck?
- Nov 2018Evolved antenna
- Apr 2019Notes on AI Bias
- Mar 2021Lying to the Ghost in the Machine
- Jun 2021One bee has cloned itself millions of times over the past three decades
- Aug 2022John Carmack's new AGI company, Keen Technologies, has raised a $20M round
- Jun 2023Own-Goal Football (2022)
- 525
BERT Rediscovers the Classical NLP Pipeline
Hacker News threads
Data from the Hacker News archive (ODC-By), arXiv and OpenAlex. Not affiliated with Hacker News or Y Combinator.