ML Model Formats (GGUF/ONNX/PTH/MLX)

Linea v4.6.0 adds model format APIs with first-class GGUF support and metadata-mode loaders for ONNX/PTH/MLX.

APIs

import ml

var ok = ml::saveGGUF("examples/demo.gguf", "mini-metadata")
display ok
display ml::loadGGUF("examples/demo.gguf")

display ml::loadONNX("model.onnx")
display ml::loadPTH("weights.pth")
display ml::loadMLX("model.mlx")

Boosted ML Ops

var clipped = ml::clip(x, -1.0, 1.0)
var normalized = ml::normalizeL2(clipped)
var dropped = ml::dropout(normalized, 0.1)

Runnable Example

examples/ml_model_formats_demo.ln

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