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@karpathy
karpathy / microgpt.py
Last active March 16, 2026 13:59
microgpt
"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.
@karpathy
"""
import os # os.path.exists
import math # math.log, math.exp
@ruckus
ruckus / statistics.sql
Created June 5, 2013 23:26
Postgres statistics queries
** Find commmonly accessed tables and their use of indexes:
SELECT relname,seq_tup_read,idx_tup_fetch,cast(idx_tup_fetch AS numeric) / (idx_tup_fetch + seq_tup_read) AS idx_tup_pct FROM pg_stat_user_tables WHERE (idx_tup_fetch + seq_tup_read)>0 ORDER BY idx_tup_pct;
Returns output like:
relname | seq_tup_read | idx_tup_fetch | idx_tup_pct
----------------------+--------------+---------------+------------------------
schema_migrations | 817 | 0 | 0.00000000000000000000
user_device_photos | 349 | 0 | 0.00000000000000000000
@rkbodenner
rkbodenner / request_start_variable.patch
Created March 1, 2010 19:08
Add a 'start_time' variable to nginx 0.8.33 to support an X-REQUEST-START header. This header is used by New Relic RPM to record queue time.
--- src/http/ngx_http_variables.c.orig 2010-01-11 03:21:46.000000000 -0800
+++ src/http/ngx_http_variables.c 2010-02-18 10:01:32.000000000 -0800
@@ -93,6 +93,9 @@
static ngx_int_t ngx_http_variable_pid(ngx_http_request_t *r,
ngx_http_variable_value_t *v, uintptr_t data);
+static ngx_int_t ngx_http_variable_start_time(ngx_http_request_t *r,
+ ngx_http_variable_value_t *v, uintptr_t data);
+
/*