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@veekaybee
veekaybee / normcore-llm.md
Last active January 21, 2025 00:12
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@Terminus-IMRC
Terminus-IMRC / list.md
Last active May 26, 2024 17:36
My/our active projects for Raspberry Pi
@psorianom
psorianom / text.py
Created August 23, 2014 13:40
Text feature extractor with okapi bm25 and delta idf
# -*- coding: utf-8 -*-
# Authors: Olivier Grisel <olivier.grisel@ensta.org>
# Mathieu Blondel <mathieu@mblondel.org>
# Lars Buitinck <L.J.Buitinck@uva.nl>
# Robert Layton <robertlayton@gmail.com>
# Jochen Wersdörfer <jochen@wersdoerfer.de>
# Roman Sinayev <roman.sinayev@gmail.com>
#
# License: BSD 3 clause
"""
@agramfort
agramfort / demo_adaptive_lasso.py
Created January 14, 2012 10:35
Adaptive Lasso demo
"""Example of adaptive Lasso to produce event sparser solutions
Adaptive lasso consists in computing many Lasso with feature
reweighting. It's also known as iterated L1.
"""
# Authors: Alexandre Gramfort <firstname.lastname@inria.fr>
#
# License: BSD (3-clause)
import numpy as np