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Card: release v0.1.2

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@@ -19,12 +19,13 @@ Derived artifacts for training and evaluating **StaleyNET**, a text-prompted mus
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  Code, paper, and book: <https://github.com/arpanpathak/staleynet>.
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  Checkpoints: <https://huggingface.co/arpanpathak/staleynet-checkpoints>.
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- ## Release v0.1.1
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- - GitHub release: <https://github.com/arpanpathak/staleynet/releases/tag/v0.1.1>
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- - `staleynet-audio` 0.1.1 on crates.io: <https://crates.io/crates/staleynet-audio>
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- - Test status: 171 tests pass, including 18 GPU integration tests on a Jetson Orin.
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- - CI: rustfmt, clippy with warnings denied, cargo-deny, and the audio coverage gate.
 
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  ## At a glance
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  Code, paper, and book: <https://github.com/arpanpathak/staleynet>.
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  Checkpoints: <https://huggingface.co/arpanpathak/staleynet-checkpoints>.
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+ ## Release v0.1.2
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+ - GitHub release: <https://github.com/arpanpathak/staleynet/releases/tag/v0.1.2>
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+ - `staleynet-audio` 0.1.2 on crates.io: <https://crates.io/crates/staleynet-audio>. Its page explains each audio step with intuition and runnable examples.
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+ - Since v0.1.1: the GPU kernels are organised into one module per topic, the AGX Thor builds against cuda-oxide's main branch, and the paper has been revised with hardware, benchmark and tokenizer appendices.
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+ - New in these repositories: the `lyrics-thor`, `lyrics-thor-long` and `pq-large` runs, and the band-group token caches they train on.
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+ - CI: rustfmt, clippy with warnings denied, cargo-deny, the audio coverage gate, and documentation tests for every example on the crate page.
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  ## At a glance
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