Matt Valoatto PRO

mvaloatto

AI & ML interests

Image classification, image feature extraction, text classification, design, art, tech, science. πŸ€— since 2016.

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mvaloatto's activity

New activity in mvaloatto/TCTF 8 months ago
reacted to victor's post with πŸ”₯ 8 months ago
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The hype is real: a mysterious gpt2-chatbot model has appeared on the LLM Arena Leaderboard πŸ‘€.
It seems to be at least on par with the top performing models (closed and open).

To try it out: https://chat.lmsys.org/ -> then click on the Direct Chat tab and select gpt2-chatbot.

Take your bet, what do you think it is?
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reacted to clem's post with πŸ€— 9 months ago
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Introducing gretelai/synthetic_text_to_sql by https://huggingface.co/gretelai

It stands as the largest and most diverse synthetic Text-to-SQL dataset available to-date.

The dataset includes:

- 105,851 records partitioned into 100,000 train and 5,851 test records
~23M total tokens, including ~12M SQL tokens
- Coverage across 100 distinct domains/verticals
- Comprehensive array of SQL tasks: data definition, retrieval, manipulation, analytics & reporting
- Wide range of SQL complexity levels, including subqueries, single joins, multiple joins, aggregations, window functions, set operations
- Database context, including table and view create statements
- Natural language explanations of what the SQL query is doing
- Contextual tags to optimize model training

Blogpost: https://gretel.ai/blog/synthetic-text-to-sql-dataset
Dataset: gretelai/synthetic_text_to_sql
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