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Jun Kim, oMLX creator and maintainer, joins Hugging Face to support the MLX community
MLX is Apple's framework for local AI, especially optimized for Apple Silicon. We are big MLX supporters since it was the Christmas present from Awni and Angelos in 2023, and proud that HF Mirror is the Hub where people find MLX models and contribute their own. Usage of open, local AI is accelerating, and we believe i…
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That is embarrassing onstage. In production, it is a reliability problem: a workflow that succeeded once may fail the next time a user makes the same request. For mission-critical work, such as reconciling a financial transaction or checking a contract for an obligation, that can be a showstopper.
Hugging FacePublished Sep 16, 2026
Cross-checked · Hugging Face BlogVerified Sep 22, 2026
Structured output is one of the most common real-world tasks for LLMs, yet most benchmarks fold it into broader reasoning or extraction scores rather than measuring it on its own. Whether a model reliably returns valid, parseable output in the requested format and shape — schema compliance — is often what decides whet…
Hugging FacePublished Sep 3, 2026
Cross-checked · Hugging Face BlogVerified Sep 22, 2026
As models become faster and workloads scale, that balance begins to shift. Training on massive datasets, serving many concurrent requests, or repeatedly processing long inputs can put enough pressure on the tokenizer that it starves the model of data.
Hugging FacePublished Sep 21, 2026
Cross-checked · Hugging Face BlogVerified Sep 22, 2026
On 23 August, Surya Narreddi posted a beautiful video of watercolours painted by a language model. The model writes JavaScript through p5.brush , a library that "adds natural drawing tools to p5.js". The video went viral fast, over 1.5M views at the time of writing.
Hugging FacePublished Sep 3, 2026
Cross-checked · Hugging Face BlogVerified Sep 22, 2026