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Flexora – Flexible Low Rank Adaptation for Large Language Models
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AB testing
Cognitive AI (Udacity)
Paper Reviews
Reviews
Flexora – Flexible Low Rank Adaptation for Large Language Models
1989
Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment
1991
Simplifying Neural Networks by soft weight sharing
2011
A New Model for Predicting Policy Choices: Preliminary Tests.
2012
Multi-column Deep Neural Networks for Image Classification
Improving Neural Networks by Preventing Co-Adaptation of Feature Detectors
ImageNet Classification with Deep Convolutional Neural Networks
2013
NIN — Network in Network
2014
Dropout: A Simple Way to Prevent Neural Networks from Overfitting
Window-Shopping
VGGNet: Very Deep Convolutional Networks for Large-Scale Image Recognition
2015
Distilling the Knowledge in a Neural Network
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Highway Networks
Learning both Weights and Connections for Efficient Neural Networks
Inception - Going Deeper with Convolutions
sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
2016
Simple and accurate dependency parsing using bidirectional LSTM feature representations
2019
Convolutional Networks with Dense Connectivity
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features
A Survey of Cross-lingual Word Embedding Models
2020
Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
ViT — An Image is worth 16x16 words: Transformers for Image Recognition at scale
2022
ConvNeXt - A ConvNet for the 2020
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
2024
TheoremLlama An End-To-End Framework to Train a General-Purpose Large Language Model to Become a Lean4 Expert
MambaVision A Hybrid Mamba-Transformer Vision Backbone
2BP: 2-Stage Backpropagation
Tree Attention: Topology-Aware Decoding for Long-Context Attention on GPU Clusters
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
Flexora: A Flexible Low-Rank Approach to Learning Graph Representations
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Meta
Why bother reviewing papers?
Parsing
Dependency Parsing using Deep Learning
Blog
Posts
2011
Text Mining With Python
Tidy Text Mining With R
Time management Tips
R todo list
Text Mining With R
2011 11 29 Framer
Frames
2012
Wikisym 2012
2013
2013 06 07 Lifehacks
life hacks
2014
2014 10 06 FinTech
Finn-tech meetup
2015
2015 02 07 Analytics Checklist
Analytics Checklist
2015 02 07 Optimal Bidding
Optimal bidding
2015 04 20 All Things Data
HotJar Heat Map Analysis - Dr. David Darmanin
Using Competitive Analysis to Benchmark Your Marketing Efforts Ariel Rosenstein - Similar Web
Using Competitive Analysis to Benchmark Your Marketing Efforts - Ariel Rosenstein - Similar Web
2016
2016 12 14 Travel Checklist
Travel checklist
2017
2017 02 02 Mostly Harmless Econometrics Review
Mostly Harmless Econometrics Review
2017 07 30 Experimental Design
A/B testing cost and risks?
2018
2018 01 16 BRAT
text annotation with BRAT
2019
2019 07 31 Exploding and Vanishing Nodes
Exploding and vanishing nodes.
2019 11 24 Keys to the Kingdom Extracting Api Keys from a Json File with Jq
Docker for data science
2020
brace expansion
2020 02 20 Avoid Cross Site Scriptin Errors with a Jupyter Local Runtime
How to avoid cross site scripting (XSS) errors with the Jupyter local runtime for Colab
2020 03 04 Pandas Challanges
Pandas Productivity Challenge?
2020 04 10 Pdf Extraction
PDF extraction hacks
2020 10 25 Deep Learning Relu Intutions
Deep Learning Intuitions
2020 11 29 Numpy Meltdown
numpy melt down
2020 12 30 Meme Bank
Meme bank
2021
2021 03 21 Review of Effective Approaches to Attention Based Neural Machine Translation
Effective Approaches to Attention-based NMT
2021 03 21 Review of Language Models Are Open Knowledge Graphs
Language Models Are Open Knowledge Graphs
2021 04 03 Ruby Installation Snafus
Jekyll take 3
2021 04 06 Jekyll Mathjax 3.0 Fix
MathJax 3 fix for Jekyll hosted on Github pages
2021 04 07 Linkage
Linkage 2021-04-07
2021 04 07 Ten Tips to Improve Your Workflow
10 Tips To Improve Your Workflow
2021 04 08 Other People Problems
environments
2021 04 09 Modeling Events
Modeling Events
2021 04 11 Lexical and Semantic Features
Lexical categories and their features
2021 04 24 Summerization
Automatic Summarization Task
2021 04 25 Bayesian Agent
Bayesian agents
tikz in Quarto!
2021 04 27 Wingrad Schema
Q&A and the Winograd schemas
2021 05 16 Mulitlevel Models
Multilevel Models
2021 05 18 Bayesian Betting
Bayesian Betting
2021 05 29 Djvu to Pdf
Ebook Hacks
2021 06 10 Layout Models
TensorFlow probability
2021 07 01 Json Ld
json-ld
2021 07 14 Type Witness Evolving Idiom
A type of Witness and an evolving Idiom
2021 08 13 Hackathon Notes
Hackathon session link dumps & notes
2021 08 13 Inlining Citations
Inlining Citations for Wikipedia articles
2021 08 13 Tea House Chatbot
Wikipedia Tea House chatbot
2021 08 17 Algorithmic Intuition
Algorithmic Intuition
2021 08 18 Transfer Learning Nlp
Transfer learning in NLP
2021 09 08 Stochastic Gradient Descent
Stochastic Gradient Descent - The good parts
2021 09 08 Wave Net Review
WaveNet Review
2021 09 14 Marketing Models
Marketing Research Models
2021 09 16 Python Graphs
Python Graphs
2021 09 22 What Is in a Citation
What is in a citation?
2021 09 24 Statistics for Marketing in Python
Excel 2019 for Marketing Statistics in pandas
2021 09 27 Some Thoughts About Digital Advertising Agencies
Getting more from your digital marketing agency ?
2021 10 15 Storytelling and Other Essentials
Storytelling and other essentials
2021 10 24 Computer Age Statistical Inference Notes
Notes from Computer Age Statistical Inference
2021 11 08 Advanced ML Workflows
ml workfows
2021 11 12 Language Models and Explainability
Language models and explainability
2021 12 07 Attention for Sensor Fusion
Attention for sensor fusion
2022
2022 03 05 M1
Set Up M1 MacBooks for DS & ML
2022 04 01 Bandits
Multi-armed bandits problem
2022 05 05 Command Line
command line
2022 09 12 Robust Regression
Robust Regression
2022 09 16 Adaptive Learning Rate
Adaptive learning rates
2022 09 16 Loss Engineering
Loss engineering and uncertainty
2022 09 22 Entropy for Uncertainty Quantification
entropy for uncertainty quantification
2023
The Great Migration
AutoGluon Cheetsheets
2023-01-11-NLP-IL-Intuit Meetup
Contents
2023 02 01 Ds from Scratch
OLS regression From Scratch
2023 02 20 Ts Nonlinear
nonlinear time series
2023 02 28 NLP.IL Booking.com
Text2topic Leverage reviews data for multi-label topics classification in Booking.com
Validating NLP data and models
2023 03 01 Braindump
braindump
2023 03 01 Spark Emr
Spark & EMR
2023 03 08 Responsible AI
Responsible AI Mitigations and Tracker
2023 04 11 Quarto Loves Psdocode
Quarto loves pseudocode
2023 04 22 Mcmc Algs
MCMC algorithms
2023 06 01 Spark
Spark Tips
2023 06 01 Synthesis and Stabilization
Summary: Synthesis and Stabilization of Complex Behaviors through Online Trajectory Optimization
S3 Series
S3 with AWS S3 Tools
S3 with boto3
S3 with AWS S3 Tools
S3 with s3cmd
2024
readings in rl
Stumpy
😁 Quarto 💖 Mermaid🧜 Mindmaps 🧠
Prediction Bibliography
Books, Courses Tools
Evolutionary Games and Population Dynamics Summary
Linkage
Generally Capable Agents Emerge from Open-Ended Play
SuperLearner
Text to IPA
Transformations in Linguistic Representation
Post With Code
braindump 03 2024
Multi-agent Reinforcement Learning in Sequential Social Dilemmas
Tailwindcss & Quarto
Sine function
RL MindMap
Six quick tips to improve modeling
2004 06 03 Sk Repl
Semantic Kernel
Semantic Kernel
2023 02 16 Learing Goals
Q1 2023 Tasks
2023 03 16 Events Generator
event generator
2024 01 02 D3
D3.js in in Quarto Observable
2024 02 01 Quarto Bootstrap
Quarto 💖 Bootstrap 😁
2024 02 19 Rhetoric
Rhetoric NLP Tasks
2024 02 28 Ocr
OCR building blocks
OCR - Brain Dump
2024 03 03 a Definition by P Winston
A definition by Patrick Henry Winston
2024 03 31 Gradio
gradio local model
Gradio Apps
2024 03 31 Sugarscapes
Mesa Lessons
More Sugar please
Sugarscape Ad Astra
Sugar Scapes
2024 04 03 Focus
Focus
RAD REPL
2024 05 01 Signals
Lewis Game from a Bayesian Perspective
Signals Experiment
lewis game further musings
emergent communications
Skryms Signals Summary and Models
Skryms Signals Summary Bibliography
Urn models using Numpy
2024 05 09 RE RL
Roth Erev learning in Lewis signaling games
2024 06 01 Bayesian Agents
Bayesian Agents
2024 06 06 Notes in Time of War
the war
2024 06 11
Risk-constrained Markov decision processes
logic puzzles
2024 06 13 Hyper
Hyperparameter Optimization
2024 06 23 Zero Inflated Data
zero inflated data
2024 06 25 Mesa Rl
mesa & rl
2024 07 01 Generalization in ML
two ideas on generelization
replay buffer questions
2024 10 10 Marco Baoni Composionality
Rethinking Signaling systems via the lens of compositionality
Is compositionality overrated? The view from language emergence
LLM the good the bad and the ugly
deduction evaluation
Fine-tune llm for Style and Grammar advice.
NLP with RL
LLM and the missing link
Paper Reviews
Reviews
Flexora – Flexible Low Rank Adaptation for Large Language Models
Flexora – Flexible Low Rank Adaptation for Large Language Models
Paper review
Published
Friday, September 6, 2024
Paper Reviews
Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment