
Botdocs
Datasets to train AI for customer service
Botdocs launched on August 9, 2023 with 110 votes, #632 of 4,401 launches that month and more than 75% of that year's launches.
What it does
Botdocs are datasets to train AI for customer service. Docs are provided in multiple formats to support Large Language Models, Intent Classifiers, and NLU engines, with data focused on the most common customer interactions.
Does a similar job
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Source: Product Hunt launch ↗
Launched alongside, August 2023
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Outlines is a Python library that focuses on text generation with large language models. Brandon and I are not LLM experts and started the project a few months ago because we wanted to understand better how the generation process works. Our original background is probabilistic, relational and symbolic programming. Recently we came up with a fast way to generate text that matches a regex (https://blog.normalcomputing.ai/posts/2023-07-27-regex-guide...). The basic idea is simple: regular expressions have an equivalent Deterministic-Finite Automaton (DFA) representation. We…
AI · 2023 · github.com