DuckDB Text-2-SQL Bench

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cfahlgren1Β  updated a dataset about 18 hours ago
duckdb-nsql-hub/duckdb-nsql-scores
cfahlgren1Β  updated a dataset about 18 hours ago
duckdb-nsql-hub/duckdb-nsql-predictions
cfahlgren1Β  updated a Space about 1 month ago
duckdb-nsql-hub/DuckDB-NSQL-Leaderboard
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cfahlgren1Β 
posted an update 2 days ago
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983
Wow, I just added Langfuse tracing to the Deepseek Artifacts app and it's really nice πŸ”₯

It allows me to visualize and track more things along with the cfahlgren1/react-code-instructions dataset.

It was just added as a one click Docker Space template, so it's super easy to self host πŸ’ͺ
cfahlgren1Β 
posted an update 8 days ago
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1932
You'll notice the AI in the SQL Console is much better at working with chatml conversations:

Here's example of unnesting the cfahlgren1/react-code-instructions in less than 10 seconds by asking it. Check it out here: cfahlgren1/react-code-instructions

- "show me the average assistant response length"
- "extract user, system, and assistant messages into separate columns"

It's super easy to work with conversational datasets now with natural language πŸ—£οΈ





cfahlgren1Β 
posted an update 12 days ago
cfahlgren1Β 
updated a Space about 1 month ago
cfahlgren1Β 
posted an update about 1 month ago
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1933
You can just ask things πŸ—£οΈ

"show me messages in the coding category that are in the top 10% of reward model scores"

Download really high quality instructions from the Llama3.1 405B synthetic dataset πŸ”₯

argilla/magpie-ultra-v1.0

cfahlgren1Β 
posted an update about 1 month ago
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3019
We just dropped an LLM inside the SQL Console 🀯

The amazing, new Qwen/Qwen2.5-Coder-32B-Instruct model can now write SQL for any Hugging Face dataset ✨

It's 2025, you shouldn't be hand writing SQL! This is a big step in making it where anyone can do in depth analysis on a dataset. Let us know what you think πŸ€—
tdoehmenΒ 
updated a Space about 1 month ago
tdoehmenΒ 
in duckdb-nsql-hub/DuckDB-SQL-Eval about 1 month ago

Add new prompt to constants

#2 opened about 1 month ago by
tdoehmen

Add bench prompt

#1 opened about 1 month ago by
tdoehmen
cfahlgren1Β 
posted an update about 2 months ago
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919
observers πŸ”­ - automatically log all OpenAI compatible requests to a datasetπŸ’½

β€’ supports any OpenAI compatible endpoint πŸ’ͺ
β€’ supports DuckDB, Hugging Face Datasets, and Argilla as stores

> pip install observers

No complex framework. Just a few lines of code to start sending your traces somewhere. Let us know what you think! @davidberenstein1957 and I will continue iterating!

Here's an example dataset that was logged to Hugging Face from Ollama: cfahlgren1/llama-3.1-awesome-chatgpt-prompts
cfahlgren1Β 
posted an update about 2 months ago
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876
You can create charts, leaderboards, and filters on top of any Hugging Face dataset in less than a minute

β€’ ASCII Bar Charts πŸ“Š
β€’ Powered by DuckDB WASM ⚑
β€’ Download results to Parquet πŸ’½
β€’ Embed and Share results with friends πŸ“¬

Do you have any interesting queries?
cfahlgren1Β 
posted an update about 2 months ago
cfahlgren1Β 
posted an update about 2 months ago
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3126
You can clean and format datasets entirely in the browser with a few lines of SQL.

In this post, I replicate the process @mlabonne used to clean the new microsoft/orca-agentinstruct-1M-v1 dataset.

The cleaning process consists of:
- Joining the separate splits together / add split column
- Converting string messages into list of structs
- Removing empty system prompts

https://huggingface.co/blog/cfahlgren1/the-beginners-guide-to-cleaning-a-dataset

Here's his new cleaned dataset: mlabonne/orca-agentinstruct-1M-v1-cleaned
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cfahlgren1Β 
posted an update about 2 months ago
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2235
Why use Google Drive when you can have:

β€’ Free storage with generous limitsπŸ†“
β€’ Dataset Viewer (Sorting, Filtering, FTS) πŸ”
β€’ Third Party Library Support
β€’ SQL Console 🟧
β€’ Security πŸ”’
β€’ Community, Reach, and Visibility πŸ“ˆ

It's a no brainer!

Check out our post on what you get instantly out of the box when you create a dataset.
https://huggingface.co/blog/researcher-dataset-sharing
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cfahlgren1Β 
posted an update 3 months ago
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1163
If you are like me, I like to find up and coming datasets and spaces before everyone else.

I made a trending repo space cfahlgren1/trending-repos where it shows:

- New up and coming Spaces in the last day
- New up and coming Datasets in the last 2 weeks

It's a really good way to find some new gems before they become popular. For example, someone is working on a way to dynamically create assets inside a video game here: gptcall/AI-Game-Creator

cfahlgren1Β 
posted an update 4 months ago
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1887
Have you tried the new SQL Console yet?

Would love to know any queries you've tried or general feedback! If you haven't go try it out and let us know πŸ€—

If you have some interesting queries feel free to share the URLs as well!
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cfahlgren1Β 
posted an update 4 months ago