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},

veekaybee

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

Pre-Transformer Models

yoavg

Reinforcement Learning for Language Models

Yoav Goldberg, April 2023.

Why RL?

With the release of the ChatGPT model and followup large language models (LLMs), there was a lot of discussion of the importance of "RLHF training", that is, "reinforcement learning from human feedback". I was puzzled for a while as to why RL (Reinforcement Learning) is better than learning from demonstrations (a.k.a supervised learning) for training language models. Shouldn't learning from demonstrations (or, in language model terminology "instruction fine tuning", learning to immitate human written answers) be sufficient? I came up with a theoretical argument that was somewhat convincing. But I came to realize there is an additional argumment which not only supports the case of RL training, but also requires it, in particular for models like ChatGPT. This additional argument is spelled out in (the first half of) a talk by John Schulman from OpenAI. This post pretty much

turicas

midudev

Requisitos

Necesitas tener instalado Python 3.9 e instalar la dependencia de Whisper y PyTube:

pip install git+https://github.com/openai/whisper.git
pip install pytube

También necesitas tener instalado ffmpeg. Según tu sistema operativo se instala de esta forma:

giswqs

thiagomarzagao

Foadsf

This tutorial was originally written by Jannie Theunissen on onesheep.org. However, the website has been down for a while and this a clone from the web.archive.org backup. Also, the parts regarding the macOS are updated according to this post. You may find OneSheep here on Twitter and Jannie Theunissen here on StackOverflow. If you have any comments on this Gist please poke me here on Twitter, otherwise, I might miss your comments.

Scripting LibreOffice with Python

We were recently asked to automate some editing tasks for the Spotlight English editors w

IanColdwater

Mute these words in your settings here: https://twitter.com/settings/muted_keywords

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psychemedia