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","raw":"In my ongoing quest to learn more about building synthetic datasets, I've created an \"Awesome Synthetic Datasets\" list. "},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"The aim is to lightly curate a collection of resources, tutorials, and tools for generating synthetic datasets using large language models. ","raw":"The aim is to lightly curate a collection of resources, tutorials, and tools for generating synthetic datasets using large language models. "},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"I plan to add some \"key techniques\" to the repo, but for now, it focuses on important datasets, papers, and tools. ","raw":"I plan to add some \"key techniques\" to the repo, but for now, it focuses on important datasets, papers, and tools. "},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"🔗 ","raw":"🔗 "},{"type":"link","href":"https://github.com/davanstrien/awesome-synthetic-datasets","raw":"https://github.com/davanstrien/awesome-synthetic-datasets"}],"rawContent":"In my ongoing quest to learn more about building synthetic datasets, I've created an \"Awesome Synthetic Datasets\" list. \n\nThe aim is to lightly curate a collection of resources, tutorials, and tools for generating synthetic datasets using large language models. \n\nI plan to add some \"key techniques\" to the repo, but for now, it focuses on important datasets, papers, and tools. \n\n🔗 https://github.com/davanstrien/awesome-synthetic-datasets","author":{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1627505688463-60107b385ac3e86b3ea4fc34.jpeg","fullname":"Daniel van Strien","name":"davanstrien","type":"user","isPro":true,"isHf":true,"isFollowing":false},"attachments":[],"mentions":[],"reactions":[{"reaction":"🔥","users":["asoria"],"count":1}],"publishedAt":"2024-05-14T14:13:58.000Z","updatedAt":"2024-05-14T14:13:58.389Z","commentators":[],"url":"/posts/davanstrien/933621658616215","totalUniqueImpressions":452,"numComments":0},{"slug":"428276777817105","content":[{"type":"text","value":"Introducing CosmoChat, a multiturn chat dataset based on Cosmopedia that I'm working on in the open on the Hub. ","raw":"Introducing CosmoChat, a multiturn chat dataset based on Cosmopedia that I'm working on in the open on the Hub. "},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"🎯 Goals:","raw":"🎯 Goals:"},{"type":"new_line","raw":"\n"},{"type":"text","value":"💬 Create multi-turn chats seeded from Cosmopedia","raw":"💬 Create multi-turn chats seeded from Cosmopedia"},{"type":"new_line","raw":"\n"},{"type":"text","value":"🎓 Customize questions for different audience levels","raw":"🎓 Customize questions for different audience levels"},{"type":"new_line","raw":"\n"},{"type":"text","value":"🔍 Evaluate the model's ability to elaborate and clarify","raw":"🔍 Evaluate the model's ability to elaborate and clarify"},{"type":"new_line","raw":"\n"},{"type":"text","value":"🤓 (I want to learn more about creating valuable synthetic datasets, and I learn best by doing stuff rather than reading stuff). ","raw":"🤓 (I want to learn more about creating valuable synthetic datasets, and I learn best by doing stuff rather than reading stuff). "},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"Cosmochat is created using the excellent distilabel library.","raw":"Cosmochat is created using the excellent distilabel library."},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"🔗 Explore the current version of the dataset: ","raw":"🔗 Explore the current version of the dataset: "},{"type":"resource","resource":{"type":"dataset","id":"davanstrien/cosmochat"},"url":"https://huggingface.co/datasets/davanstrien/cosmochat","raw":"https://huggingface.co/datasets/davanstrien/cosmochat"},{"type":"new_line","raw":"\n"},{"type":"text","value":"📝 Read more: ","raw":"📝 Read more: "},{"type":"link","href":"https://huggingface.co/blog/davanstrien/cosmochat","raw":"https://huggingface.co/blog/davanstrien/cosmochat"}],"rawContent":"Introducing CosmoChat, a multiturn chat dataset based on Cosmopedia that I'm working on in the open on the Hub. \n\n🎯 Goals:\n💬 Create multi-turn 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Articles

Can we create pedagogically valuable multi-turn synthetic datasets from Cosmopedia?

8 days ago

• 6

Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models

Mar 20

• 17

Data is better together

Mar 4

• 4

Extracting Insights from Model Cards Using Open Large Language Models

Nov 27, 2023

Creating open machine learning datasets? Share them on the Hugging Face Hub!

Oct 30, 2023

Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model

Aug 22, 2023

• 6

Huggy Lingo: Using Machine Learning to Improve Language Metadata on the Hugging Face Hub

Aug 2, 2023

The Hugging Face Hub for Galleries, Libraries, Archives and Museums

Jun 12, 2023

• 1

Introducing BERTopic Integration with Hugging Face Hub

May 31, 2023

Jupyter X Hugging Face

Mar 23, 2023

• 2

Image search with 🤗 datasets

Mar 16, 2022

Organizations

Posts 14

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452

In my ongoing quest to learn more about building synthetic datasets, I've created an "Awesome Synthetic Datasets" list.

The aim is to lightly curate a collection of resources, tutorials, and tools for generating synthetic datasets using large language models.

I plan to add some "key techniques" to the repo, but for now, it focuses on important datasets, papers, and tools.

🔗 https://github.com/davanstrien/awesome-synthetic-datasets

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Post

2278

Introducing CosmoChat, a multiturn chat dataset based on Cosmopedia that I'm working on in the open on the Hub.

🎯 Goals:
💬 Create multi-turn chats seeded from Cosmopedia
🎓 Customize questions for different audience levels
🔍 Evaluate the model's ability to elaborate and clarify
🤓 (I want to learn more about creating valuable synthetic datasets, and I learn best by doing stuff rather than reading stuff).

Cosmochat is created using the excellent distilabel library.

🔗 Explore the current version of the dataset: davanstrien/cosmochat
📝 Read more: https://huggingface.co/blog/davanstrien/cosmochat

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Collections 26

haiku

🌸 This is a collection of synthetic datasets built to help improve the ability of open language models to better write haikus through the use of DPO

• davanstrien/haiku_dpo

  Updated Mar 13 • 6 • 39

• davanstrien/haiku_prompts

  Viewer • Updated Jan 15 • 1 • 6
• 

  davanstrien/HaikuHermes-0.1-7B

  Text Generation • Updated Jan 16 • 12 • 4

Historic language modeling

This collection contains models, datasets and spaces related to historic language models i.e. language models trained on historic data

• 

  dbmdz/bert-base-finnish-europeana-cased

  Fill-Mask • Updated Nov 18, 2021 • 3
• 

  dbmdz/bert-base-historic-english-cased

  Fill-Mask • Updated Feb 8 • 39 • 2
• 

  Livingwithmachines/erwt-year

  Fill-Mask • Updated Nov 24, 2022 • 1
• 

  dbmdz/bert-base-historic-dutch-cased

  Fill-Mask • Updated Dec 13, 2021 • 72 • 1

Expand 26 collections

Papers 4

arxiv:2211.10086

arxiv:2211.05100

arxiv:2205.04738

arxiv:2204.05211

spaces 37

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Sleeping

📊

Gradio Url Params Request

Running

3

🏆

Chat Viewer

Running

💻

Domain Specific Seed

Running on CPU Upgrade

4

🏷️

DIBT haiku preferences

Sleeping

🏷️

Argilla Space Template

Sleeping

🏷️

Daniel Argilla Space

Expand 37 spaces

models 111

Sort:  Recently updated

davanstrien/LLama-3-dataset-tldr

Text Generation • Updated 14 days ago • 6

davanstrien/LLama-3-dataset-tldr-gguf

Updated 14 days ago • 86

davanstrien/dataset-tldr

Text Generation • Updated 15 days ago • 4

davanstrien/testdpo

Text Generation • Updated Apr 11 • 3

davanstrien/prompt_rater

Text Classification • Updated Mar 13 • 2

davanstrien/prompt_ranker

Text Classification • Updated Feb 29 • 2

davanstrien/faketransformer

Text Classification • Updated Feb 14

davanstrien/flair

Updated Jan 30 • 1

davanstrien/HaikuHermes-0.1-7B

Text Generation • Updated Jan 16 • 12 • 4

davanstrien/TinyLlama-haiku-dpo-v.0.1

Text Generation • Updated Jan 15 • 5 • 2

Expand 111 models

datasets 215

Sort:  Recently updated

davanstrien/notebooks_by_repo_type

Viewer • Updated about 9 hours ago • 102 • 1

davanstrien/notebooks_by_user

Viewer • Updated about 9 hours ago • 1 • 2

davanstrien/notebooks_on_the_hub_raw

Viewer • Updated about 9 hours ago • 102 • 1

davanstrien/geotiff

Viewer • Updated about 20 hours ago

davanstrien/cosmopedia_sample

Viewer • Updated 5 days ago

davanstrien/cosmochat

Viewer • Updated 5 days ago • 6

davanstrien/gens

Viewer • Updated 14 days ago

davanstrien/sample

Viewer • Updated 14 days ago • 2

davanstrien/data-centric-ml-sft

Viewer • Updated 14 days ago • 5

davanstrien/popular-cards

Viewer • Updated 14 days ago • 12

Expand 215 datasets