BooookScore VS xgen

Compare BooookScore vs xgen and see what are their differences.

BooookScore

A package to generate summaries of long-form text and evaluate the coherence of these summaries. Official package for our ICLR 2024 paper, "BooookScore: A systematic exploration of book-length summarization in the era of LLMs". (by lilakk)
Evaluation iclr2024 language-model llm NLP Summarization
Source Code
arxiv.org
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xgen

Salesforce open-source LLMs with 8k sequence length. (by salesforce)
llm language-model large-language-models NLP
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BooookScore xgen
1 2
72 713
- 0.6%
7.0 7.0
about 2 months ago 5 months ago
Python Python
MIT License Apache License 2.0
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BooookScore

Posts with mentions or reviews of BooookScore. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-09.
  • Evaluating faithfulness and content selection of LLMs in book-length summaries
    2 projects | news.ycombinator.com | 9 Apr 2024
    With a link to https://arxiv.org/pdf/2310.00785.pdf - which then links to another GitHub repository, https://github.com/lilakk/BooookScore which has a bunch of prompts in https://github.com/lilakk/BooookScore/tree/main/prompts

    Which makes me think that this original paper isn't evaluating LLMs so much as it's evaluating that one particular prompting technique for long summaries.

    Gemini Pro 1.5 has 1m token context length, which should remove the need for weird hierarchical summary tricks. I wonder how well it would score?

xgen

Posts with mentions or reviews of xgen. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-03.

What are some alternatives?

When comparing BooookScore and xgen you can also consider the following projects:

background-removal-js - Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.

evernote-ai-chatbot

FastSAM - Fast Segment Anything

papyrus - A simple paper backup tool for GnuPG or SSH keys

chathn - Chat with Hacker News using natural language. Built with OpenAI Functions and Vercel AI SDK.

configu - Open-source ConfigOps infrastructure ⚙️

DragGAN - Official Code for DragGAN (SIGGRAPH 2023)

generative-models - Generative Models by Stability AI

parquet-format - Apache Parquet

gocontracts - A tool for design-by-contract in Go

agents - An Open-source Framework for Autonomous Language Agents

generic - flexible data type for Go

xgen vs background-removal-js xgen vs evernote-ai-chatbot xgen vs FastSAM xgen vs papyrus xgen vs chathn xgen vs configu xgen vs DragGAN xgen vs generative-models xgen vs parquet-format xgen vs gocontracts xgen vs agents xgen vs generic