pal

PaL: Program-Aided Language Models (ICML 2023) (by reasoning-machines)

Pal Alternatives

Similar projects and alternatives to pal

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better pal alternative or higher similarity.

pal reviews and mentions

Posts with mentions or reviews of pal. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-21.
  • Prompt Engineering Guide: Guides, papers, and resources for prompt engineering
    4 projects | news.ycombinator.com | 21 Feb 2023
    Using the terminology that I'm working with this is an example of a second-order analytic augmentation!

    Here's another approach of second-order analytic augmentation, PAL: https://reasonwithpal.com

    And third-order, Toolformer: https://arxiv.org/abs/2302.04761

    The difference isn't in what is going on but rather with framing the approach within the analytic-synthetic distinction developed by Kant and the analytic philosophers who were influenced by his work. There's a dash of functional programming thrown in for good measure!

    I have scribbled on a print-out of the article on my desk:

      Nth Order
  • [R] Faithful Chain-of-Thought Reasoning
    2 projects | /r/MachineLearning | 1 Feb 2023
  • GPT-3: Techniques to improve reliability
    2 projects | news.ycombinator.com | 20 Jan 2023
    GitHub: https://github.com/reasoning-machines/pal

    tl;dr -- LLMs are bad at basic arithmetic and logic (as their opening examples with math word problems show), but they do much better if instead of asking them for the answer, you ask for code to compute the answer. Then evaluate or run the code to get the answer.

  • A note from our sponsor - InfluxDB
    www.influxdata.com | 23 Apr 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Stats

Basic pal repo stats
4
434
3.1
10 months ago

reasoning-machines/pal is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of pal is Python.


Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com