promptbench
Stirling-PDF
promptbench | Stirling-PDF | |
---|---|---|
4 | 23 | |
2,103 | 25,728 | |
9.0% | 24.3% | |
9.2 | 9.8 | |
13 days ago | 3 days ago | |
Python | Java | |
MIT License | GNU General Public License v3.0 only |
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promptbench
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Show HN: Times faster LLM evaluation with Bayesian optimization
Fair question.
Evaluate refers to the phase after training to check if the training is good.
Usually the flow goes training -> evaluation -> deployment (what you called inference). This project is aimed for evaluation. Evaluation can be slow (might even be slower than training if you're finetuning on a small domain specific subset)!
So there are [quite](https://github.com/microsoft/promptbench) [a](https://github.com/confident-ai/deepeval) [few](https://github.com/openai/evals) [frameworks](https://github.com/EleutherAI/lm-evaluation-harness) working on evaluation, however, all of them are quite slow, because LLM are slow if you don't have infinite money. [This](https://github.com/open-compass/opencompass) one tries to speed up by parallelizing on multiple computers, but none of them takes advantage of the fact that many evaluation queries might be similar and all try to evaluate on all given queries. And that's where this project might come in handy.
- FLaNK Weekly 31 December 2023
- FLaNK 25 December 2023
- Promptbench: A Unified Library for Evaluating and Understanding LLMs
Stirling-PDF
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Stirling PDF: Self-hosted, web-based PDF manipulation tool
Well it was developed initially by ChatGPT. First file I open I see repeated comments.
https://github.com/Stirling-Tools/Stirling-PDF/blob/7f577a60...
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A small lathe built in a Japanese prison camp
My use-case was easier than yours (microfiche of type) but I found this https://github.com/Stirling-Tools/Stirling-PDF incredibly handy.
I still had to write a bit of Python, but this really is a PDF swiss army knife.
- FLaNK Weekly 31 December 2023
- Stirling-PDF: local web application to perform various operations on PDFs
- SumatraPDF Reader
- App to fill in for PDFs
- A note of appreciation for paperless ngx
- Where does it end? Subscription License Increase.
- I'm an absolute noob/beginner - What are the basics steps to install or self-host Vikunja App?
- Self hosted alternative to smallpdf.com
What are some alternatives?
awesome-gpt-prompt-engineering - A curated list of awesome resources, tools, and other shiny things for GPT prompt engineering.
tpotce - 🍯 T-Pot - The All In One Honeypot Platform 🐝
osgameclones - Open Source Clones of Popular Games
pdfarranger - Small python-gtk application, which helps the user to merge or split PDF documents and rotate, crop and rearrange their pages using an interactive and intuitive graphical interface.
opencompass - OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
OpenVoice - Instant voice cloning by MyShell.
JavaOnRaspberryPi - Sources and scripts for the book "Getting started with Java on the Raspberry Pi"
pdfcpu - A PDF processor written in Go.
Zolver - Automatic jigsaw puzzle solver
naps2 - Scan documents to PDF and more, as simply as possible.
FLiPStackWeekly - FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
introduction-to-github - Get started using GitHub in less than an hour.