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v0.3.0
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· 927 commits to main since this release
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Highlights:
mx.fast
subpackage- Custom
mx.fast.rope
up to20x faster
Core
- Support metadata with
safetensors
- Up to 5x faster scatter and 30% faster gather
- 40% faster
bfloat16
quantizated matrix-vector multiplies mx.fast
subpackage with a fast RoPE- Context manager
mx.stream
to set the default device
NN
- Average and Max pooling layers for 1D and 2D inputs
Optimizers
- Support schedulers for e.g. learning rates
- A few basic schedulers:
optimizers.step_decay
optimizers.cosine_decay
opimtizers.exponential_decay
Bugfixes
- Fix bug in remainder with negative numerators and integers
- Fix bug with slicing into softmax
- Fix quantized matmuls with non 32 multiples
Assets2
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