willccbb

# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
"""
citation:

@misc{brown2025grpodemo,
  title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models},
  author={Brown, William},

hanxiao

// Updated: Aug. 20, 2024
// Run: node testRegex.js whatever.txt
// Live demo: https://jina.ai/tokenizer
// LICENSE: Apache-2.0 (https://www.apache.org/licenses/LICENSE-2.0)
// COPYRIGHT: Jina AI
const fs = require('fs');
const util = require('util');

// Define variables for magic numbers
const MAX_HEADING_LENGTH = 7;

jrknox1977

# install DSPy: pip install dspy
import dspy


# This sets up the language model for DSPy in this case we are using GPT-3.5-turbo
turbo = dspy.OpenAI(model='gpt-3.5-turbo')

# This sets the language model for DSPy. This must be set or you get an error that is not helpful:
# --> temperature = lm.kwargs['temperature'] if temperature is None else temperature
# --> AttributeError: 'NoneType' object has no attribute 'kwargs'

cpursley

PostgreSQL is Enough

• Simplify: move code into database functions
• Just Use Postgres for Everything
• Just use Postgres
• PostgreSQL is the worlds’ best database
• Postgres is eating the database world
• Hacker News discussion

Background and Cron Jobs

danielgross

import requests
import time
import os
import sys
import openai
import tiktoken
from termcolor import colored

openai.api_key = open(os.path.expanduser('~/.openai')).read().strip()

jph00

Bing Chat at 2023-3-26 13:47:19

1

Q: Bing AI

2

Q: Some philosophers and AI researchers have claimed that AI can not be sentient, or be AGI, due to lack of "embodiment" or "grounding". Could you please summarize these claims, and points for and against? Who are the main people on each side of this debate?

NickCrews

"""coalesce_parquets.py

gist of how to coalesce small row groups into larger row groups.
Solves the problem described in https://issues.apache.org/jira/browse/PARQUET-1115
"""
from __future__ import annotations

from pathlib import Path
from typing import Callable, Iterable, TypeVar

mikeckennedy

import asyncio
import time

from unsync import unsync


@unsync
async def heartbeat():
    while True:
        start = time.time()

imaurer

{'a': 60,
 'b': 60,
 'c': 52,
 'd': 60,
 'e': 60,
 'f': 30,
 'g': 60,
 'h': 60,
 'i': 25,
 'j': 25,

max-mapper