cramming vs askai

cramming

Cramming the training of a (BERT-type) language model into limited compute. (by JonasGeiping)

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askai

Your simple terminal helper - A CLI integration with OpenAI's GPT3 (by maxvfischer)

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cramming		askai
	Project
6	Mentions	2
1,239	Stars	92
-	Growth	-
7.3	Activity	10.0
about 1 month ago	Latest Commit	over 1 year ago
Python	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

cramming

Posts with mentions or reviews of cramming. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-03.

[P] Notes on training BERT from scratch on an 8GB consumer GPU
2 projects | /r/MachineLearning | 3 Jun 2023
Cramming the training of a (BERT-type) language model into limited compute
1 project | news.ycombinator.com | 11 Jan 2023
NanoGPT
8 projects | news.ycombinator.com | 11 Jan 2023
New AI Research from the University of Maryland Investigates Cramming Challenge for Training a Language Model on a Single GPU in One Day
1 project | /r/machinelearningnews | 3 Jan 2023

Quick Read: https://www.marktechpost.com/2023/01/03/new-ai-research-from-the-university-of-maryland-investigates-cramming-challenge-for-training-a-language-model-on-a-single-gpu-in-one-day/ Paper: https://arxiv.org/pdf/2212.14034.pdf Github: https://github.com/JonasGeiping/cramming
Lucas Beyer on Twitter: “How Good of a Bert Can One Get in One Day on One GPU?
1 project | news.ycombinator.com | 31 Dec 2022
Cramming: Training a Language Model on a Single GPU in One Day - Jonas Geiping and Tom Goldstein University of Maryland 2022
1 project | /r/mlscaling | 29 Dec 2022

Github: https://github.com/JonasGeiping/cramming

askai

Posts with mentions or reviews of askai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-24.

Ask HN: How are you using GPT to be productive?
15 projects | news.ycombinator.com | 24 Mar 2023

A while back, I wrote a simple CLI-wrapper around OpenAI's API that I'm using daily (https://github.com/maxvfischer/askai). I use it as an addition to Stackoverflow to ask quick programming-related question straight in the terminal.
Show HN: I built a simple CLI helper integrating with GPT-3
1 project | news.ycombinator.com | 27 Dec 2022

What are some alternatives?

When comparing cramming and askai you can also consider the following projects:

nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.

KoboldAI-Client

askai - Command Line Interface for OpenAi ChatGPT

text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

english-lang - The English Programming Language

llama.cpp - LLM inference in C/C++

aitextgen - A robust Python tool for text-based AI training and generation using GPT-2.

469 - The bonelord language in Tibia

flan-ul2-alpaca

ChatGPT-ProBot - 🤖️ A GPTChat based GitHub robot. dialogue/CR/etc..

extreme-bert - ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

chatgpt-api - Node.js client for the official ChatGPT API. 🔥