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@veekaybee
veekaybee / normcore-llm.md
Last active September 24, 2024 05:05
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

@MaxHalford
MaxHalford / ogd-in-sql.ipynb
Created March 7, 2023 12:32
Online gradient descent written in SQL
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@ML-engineer
ML-engineer / duckdb_bq_storage_api.py
Created July 4, 2022 22:08
Read BQ table to DuckDB directly from storage read api
import duckdb
from google.cloud import bigquery
bqclient = bigquery.Client()
table = bigquery.TableReference.from_string(
"bigquery-public-data.utility_us.country_code_iso"
)
rows = bqclient.list_rows(table)
country_code_iso = rows.to_arrow(create_bqstorage_client=True)
cursor = duckdb.connect()