v0.0.11

Highlights:

• GGUF improvements:
  • Native quantizations Q4_0, Q4_1, and Q8_0
  • Metadata

Core

• Support for reading and writing GGUF metadata
• Native GGUF quantization (Q4_0, Q4_1, and Q8_0)
• Quantize with group size of 32 (2x32, 4x32, and 8x32)

NN

• Module.save_weights supports safetensors
• nn.init package with several commonly used neural network initializers
• Binary cross entropy and cross entropy losses can take probabilities as targets
• Adafactor in nn.optimizers

Bugfixes

• Fix isinf and friends for integer types
• Fix array creation from list Python ints to int64, uint, and float32
• Fix power VJP for 0 inputs
• Fix out of bounds inf reads in gemv
• mx.arange crashes on NaN inputs