datasetGPT
isort
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| datasetGPT | isort | |
|---|---|---|
| 6 | 2 | |
| 272 | 4,634 | |
| - | - | |
| 6.0 | 9.1 | |
| 8 months ago | about 2 years ago | |
| Python | Python | |
| - | MIT License |
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datasetGPT
- datasetGPT is a command-line interface and a Python library for inferencing Large Language Models to generate textual datasets. (Regenerative feedback loops)
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[R] [P] I generated a 30K-utterance dataset by making GPT-4 prompt two ChatGPT instances to converse.
A dataset consisting of dialogues between two instances of ChatGPT (gpt-3.5-turbo). The CLI commands and dialogue prompts themselves have been written by GPT-4. The dataset covers a wide range of contexts (questions and answers, arguing and reasoning, task-oriented dialogues) and downstream tasks (e.g., hotel reservations, medical advice). Texts have been generated with datasetGPT and the OpenAI API as a backend. Approximate cost for generation: $35.
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[P] two copies of gpt-3.5 (one playing as the oracle, and another as the guesser) performs poorly on the game of 20 Questions (68/1823).
Last week I released a CLI that can do this at scale: https://github.com/radi-cho/datasetGPT. Will use personal funds to generate somewhat big task oriented dataset later today with gpt-3.5 or gpt-4. Will open source it along a way for people to contribute their own datasets so we can collect bigger ones. Would be helpful both for analysis of how LLMs work and for fine tuning downstream models (Alpaca-like).
- DatasetGPT - A command-line interface to generate textual and conversational datasets with LLMs.
- DatasetGPT – an open-source command line tool for generating datasets with LLMs
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[P] [D] datasetGPT - A command-line tool to generate datasets by inferencing LLMs. Supports OpenAI, Cohere, and Petals.
GitHub: https://github.com/radi-cho/datasetGPT
isort
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How I start every new Python backend API project
repos: - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.3.0 hooks: - id: trailing-whitespace - id: check-merge-conflict - id: check-yaml args: [--unsafe] - id: check-json - id: detect-private-key - id: end-of-file-fixer - repo: https://github.com/timothycrosley/isort rev: 5.10.1 hooks: - id: isort - repo: https://github.com/psf/black rev: 22.8.0 hooks: - id: black - repo: https://gitlab.com/pycqa/flake8 rev: 3.9.2 hooks: - id: flake8 - repo: https://github.com/pre-commit/mirrors-mypy rev: v0.971 hooks: - id: mypy args: [ --warn-unused-configs, --ignore-missing-imports, --disallow-untyped-defs, --follow-imports=silent, --install-types, --non-interactive ]
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How to Audit the Quality of Your Python Code: A Step-by-Step Guide (Checklist Inside)
Isort—a Python utility/library to sort imports;
What are some alternatives?
botbots - A dataset featuring diverse dialogues between two ChatGPT (gpt-3.5-turbo) instances with system messages written by GPT-4. Covering various contexts and tasks (task-oriented dialogue systems, abstract reasoning, brainstorming).
Flake8 - flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
isort - A Python utility / library to sort imports.
certi-build - A simple CLI tool to generate bulk certificates
PyInquirer - A Python module for common interactive command line user interfaces
mirrors-mypy - Mirror of mypy for pre-commit
pyreports - pyreports is a python library that allows you to create complex report from various sources
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tempren - Template-based file renaming utility
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