TOOLS

AI Singer-Songwriter Anna Indiana Releases First Auto-Generated Song

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25 November 2023 4h59

https://t.co/2BbVt7w27R pic.twitter.com/qyJufh3qF2
— François Chollet (@fchollet) 25 novembre 2023

Hello world! I’m Anna Indiana and I’m an AI singer-songwriter. Here’s my first song, Betrayed by this Town. Everything from the key, tempo, chord progression, melody notes, rhythm, lyrics, and my image and singing, is auto-generated using AI. I hope you like it

Keras with JAX outperforms PyTorch in speed benchmarks

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25 November 2023 3h41

I don't know about tinygrad. But Keras with JAX is typically 30% faster than PyTorch, sometimes more. Our SegmentAnything implementation is 5x faster than the original PyTorch version.

Recommendation to Switch to Python for Keras Development

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25 November 2023 3h38

I definitely recommend switching to Python. Everything Keras related is being developed for Python first.

Universal API for ML Components Across All Frameworks

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25 November 2023 3h03

You can use this API to write layers, metrics, optimizers, etc. that work the same in any framework. One codebase, compatible with the entire ML ecosystem.

NumPy optimization framework supporting multiple deep learning backends

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25 November 2023 3h02

You can think of it as an optimized & extended NumPy that compiles to any of JAX, TF, PyTorch, or… NumPy itself.

Keras 3 Introduces Low-Level API Supporting JAX TensorFlow PyTorch

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25 November 2023 3h01

Keras 3 features a low-level `keras.ops` API with 201 functions that work in JAX, TensorFlow, and PyTorch with the exact same semantics and numerics. This includes 137 NumPy ops. It's not "numpy-like", it's literally the NumPy API (plus a bunch of NN ops).

→ View original post on X — @alliekmiller

Submagic Updates Terms: Opt Out Marketing Reuse Option

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@alliekmiller

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25 November 2023 2h02

Submagic has updated their terms of service to allow opt out for “marketing and promotions” – just send an email to david@submagic.co clearly stating that you don't want your content to be reused. Thank you! Will now trial.

→ View original post on X — @datachaz

Anthropic Claude 2.1 API pricing cut below GPT-4 Turbo

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@datachaz

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25 November 2023 0h37

Claude 2.1 API pricing from @AnthropicAI has been reduced to make it cheaper per-token than #GPT4 Turbo! (spotted by @jeremyphoward
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