youqad’s gists

youqad / o3-019642d6-1889-7792-ada8-81be8701d7da.json

Last active April 17, 2025 08:30

Taelin Challenge (cf. https://github.com/youqad/bit-reversal-trees): chat trace of Haskell solutions by o3: passes all tests, and does NOT use unauthorized helper functions, so it solves the challenge!

	{
	"id": "019642d6-1889-7792-ada8-81be8701d7da",
	"project_id": "ox/bit-reversal-trees",
	"op_name": "weave:///ox/bit-reversal-trees/op/chat_completion_request:fLxiU06Rw0YFqT9SibsBml07ruJXJ5o9DCYlnVUIP5I",
	"display_name": null,
	"trace_id": "019642d6-1889-7792-ada8-81af6ec057bc",
	"parent_id": null,
	"started_at": null,
	"attributes": {
	"weave": {

youqad / o3-0196425c-0650-7df2-8d57-05d272f6d111.json

Last active April 17, 2025 08:24

Taelin Challenge (cf. https://github.com/youqad/bit-reversal-trees): chat trace of Python solutions by o3: passes all tests, and does NOT use helper functions, so it solves the challenge!

	{
	"id": "0196425c-0650-7df2-8d57-05d272f6d111",
	"project_id": "ox/bit-reversal-trees",
	"op_name": "weave:///ox/bit-reversal-trees/op/chat_completion_request:fLxiU06Rw0YFqT9SibsBml07ruJXJ5o9DCYlnVUIP5I",
	"display_name": null,
	"trace_id": "0196425c-0650-7df2-8d57-05c86c2919b6",
	"parent_id": null,
	"started_at": null,
	"attributes": {
	"weave": {

youqad / grant_budget_estimator.py

Created February 10, 2025 10:26

Little CLI to estimate the compute budget for an LLM research project.

	"""
	Grant Budget & GPU Resource Estimator

	A script for estimating compute requirements and costs for LLM training:

	1. Compute budget estimation (FLOP-based calculations):
	- GPU-hours and costs for fine-tuning runs
	- Hyperparameter search
	- Ablations

youqad / o1-preview-01928a22-ff39-7540-87f3-a3ff1817c756.json

Last active October 15, 2024 08:28

Chat trace of solutions by o1-preview: pass all tests, but use helper functions (cf. https://github.com/youqad/bit-reversal-trees)

	{
	"id": "01928a22-ff39-7540-87f3-a3ff1817c756",
	"project_id": "ox/bit-reversal-trees",
	"op_name": "weave:///ox/bit-reversal-trees/op/chat_completion_request:Qk5KvLtkFOElrMcJeSjrbLNK80b4VOx6o5YsYwdFRf8",
	"display_name": null,
	"trace_id": "01928a22-ff39-7540-87f3-a40a5e338663",
	"parent_id": null,
	"started_at": "2024-10-14T08:26:42.361000Z",
	"attributes": {
	"weave": {

youqad / o1-mini-01928789-1b47-74a3-8a72-0cda64404bae.json

Last active October 14, 2024 06:03

Chat trace of solutions by o1-mini: pass all tests, but use helper functions (cf. https://github.com/youqad/bit-reversal-trees)

	{
	"id": "01928789-1b47-74a3-8a72-0cda64404bae",
	"project_id": "ox/bit-reversal-trees",
	"op_name": "weave:///ox/bit-reversal-trees/op/chat_completion_request:Q6nynXWSlZUj11g8y7uBuiHYfrNaGSzoyN1mM5CmbTk",
	"display_name": null,
	"trace_id": "01928789-1b47-74a3-8a72-0ce8abb48729",
	"parent_id": null,
	"started_at": "2024-10-13T20:19:22.567000Z",
	"attributes": {
	"weave": {

youqad / MontyHall_WebPPL_wlog.js

Last active July 24, 2020 17:02

WebPPL: Monty Hall (Solution 2: without loss of generality, suppose that we originally pick the 1st door and Monty opens the 2nd one)

	var MontyHall = function () {
	var car = randomInteger({n: 3})
	var our_choice = randomInteger({n: 3})
	var monty = categorical({vs: filter(
	function(d){return d != car & d != our_choice }, [0,1,2])})

	condition((our_choice == 0) & (monty == 1))
	return car == 2 ? "change wins": "keep wins"
	}

youqad / MontyHall_WebPPL_no-wlog.js

Last active July 25, 2020 11:11

WebPPL: Monty Hall (Solution 1: doesn't resort to any "without loss of generality" argument)

	var MontyHall = function () {
	var car = randomInteger({n: 3})
	var our_choice = randomInteger({n: 3})
	var all_doors_but = function (d1, d2) {
	return filter(function(d){return d != d1 & d != d2 }, [0,1,2])
	}
	var monty = categorical({vs: all_doors_but(car, our_choice)})
	var door_not_opened = all_doors_but(monty, our_choice)[0]

	return car == door_not_opened ? "change wins": "keep wins"

youqad / retina_variance_OOP_3.txt

Created June 8, 2018 05:26

Inferring Space from Sensorimotor dependencies: OOP: varying retina variance (seed=3)

	var = 0.1 / dim of compensated mov. = 0 (5 1 6)
	var = 0.2 / dim of compensated mov. = 0 (5 1 6)
	var = 0.3 / dim of compensated mov. = 0 (5 1 6)
	var = 0.4 / dim of compensated mov. = 0 (5 1 6)
	var = 0.5 / dim of compensated mov. = 0 (5 1 6)
	var = 0.6 / dim of compensated mov. = 0 (5 1 6)
	var = 0.7 / dim of compensated mov. = 0 (5 1 6)
	var = 0.8 / dim of compensated mov. = 0 (5 1 6)
	var = 0.9 / dim of compensated mov. = 0 (5 1 6)
	var = 1.0 / dim of compensated mov. = 0 (5 1 6)

youqad / retina_variance_2.txt

Created June 7, 2018 07:52

Inferring Space from Sensorimotor dependencies: varying retina variance (seed=2)

	var = 0.1 / dim of compensated mov. = 4 (10 6 12)
	var = 0.2 / dim of compensated mov. = 4 (10 6 12)
	var = 0.3 / dim of compensated mov. = 0 (10 6 16)
	var = 0.4 / dim of compensated mov. = 0 (10 6 16)
	var = 0.5 / dim of compensated mov. = 11 (10 6 5)
	var = 0.6 / dim of compensated mov. = 2 (10 4 12)
	var = 0.7 / dim of compensated mov. = 4 (3 4 3)
	var = 0.8 / dim of compensated mov. = 4 (3 4 3)
	var = 0.9 / dim of compensated mov. = 6 (3 6 3)
	var = 1.0 / dim of compensated mov. = 6 (10 6 10)

youqad / retina_variance_1.txt

Last active June 7, 2018 06:05

Inferring Space from Sensorimotor dependencies: varying retina variance (seed=1)

	var = 0.1 / dim of compensated mov. = -1 (9 2 12)
	var = 0.2 / dim of compensated mov. = 3 (9 5 11)
	var = 0.3 / dim of compensated mov. = 3 (9 5 11)
	var = 0.4 / dim of compensated mov. = -1 (9 5 15)
	var = 0.5 / dim of compensated mov. = 3 (9 5 11)
	var = 0.6 / dim of compensated mov. = 3 (9 5 11)
	var = 0.7 / dim of compensated mov. = 0 (9 2 11)
	var = 0.8 / dim of compensated mov. = 3 (9 5 11)
	var = 0.9 / dim of compensated mov. = -1 (9 5 15)
	var = 1.0 / dim of compensated mov. = 4 (10 5 11)

Younesse Kaddar youqad