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Promptsource Alternatives
Similar projects and alternatives to promptsource based on common topics and language
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better promptsource alternative or higher similarity.
promptsource reviews and mentions
Posts with mentions or reviews of promptsource.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-25.
- How to Prompt Design? Share resources
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Any tips for hiring prompt engineers?
Bigscience Promptsource
- PromptSource: Toolkit for creating, sharing and using natural language prompts
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Hugging Face Introduces “T0”, An Encoder-Decoder Model That Consumes Textual Inputs And Produces Target Responses
Quick 5 Min Read | Paper|Github
- 16x smaller than GPT3 but better [video]
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[R] BigScience's first paper, T0: Multitask Prompted Training Enables Zero-Shot Task Generalization
Code for https://arxiv.org/abs/2110.08207 found: https://github.com/bigscience-workshop/promptsource/
- "P3: Public Pool of Prompts" (BigScience's collaborative collection of >2k prompts for >170 datasets)
- BigScience's guide to using templating languages to develop prompts
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word2vec chatbot
I'd use a prompted dataset then, as well as explore the TO model framework.
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First model released by BigScience outperforms GPT-3 while being 16x smaller
We fine-tuned the model on a dozens of different NLP datasets and tasks in a prompted style. You can read all the prompts in the appendix or get them all here: https://github.com/bigscience-workshop/promptsource . Most NLP tasks are not particularly freeform, or they are naturally length limited like summary (XSum is very short). As a consequence, the model mostly defaults to short responses. Your "trick" is not that unreasonable though! Many of the training prompts that want long responses, ask for them explicitly.
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 Apr 2024
Stats
Basic promptsource repo stats
11
2,481
4.6
6 months ago
bigscience-workshop/promptsource is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of promptsource is Python.
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