Praxis

Latest version: v1.4.0

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1.4.0

Major Features and Improvements
Breaking changes
Deprecations
Note
* Version: 1.4.0
* Build Date: 20240408
* Praxis commit: 794623a65934cac98aaa962afcbf9d40a51c02f8

1.3.1

Major Features and Improvements
Breaking changes
Deprecations
Note
* Version: 1.3.1
* Build Date: 20240220
* Praxis commit: a935384da88ec739d48696c2d0a55657a183de00

1.3.0

Major Features and Improvements
Breaking changes
Deprecations
Note
* Version: 1.3.0
* Build Date: 20240216
* Praxis commit: ca8ad2ba8be5b77092a8e5f0a0774a39cc3ad766

1.2.0

Major Features and Improvements
Breaking changes
Deprecations
Note
* Version: 1.2.0
* Build Date: 20231016
* Praxis commit: 7bd63412bf86a68e09fcd9455f76a4909d19377e

1.1.0

Major Features and Improvements
* Move to python 3.10 as the minimal python requirement (previously on python 3.8).
* Add various quantization support.
* Add support for fine-grained weight sparsity in praxis layers.
* Add support for Direct Preference Optimization (DPO).
Note
* Version: 1.1.0
* Build Date: 20230824
* Praxis commit: 2a7d0407871502a1d79dcd0e01411e73f1d15d36

1.0.0

Major Features and Improvements
* **Fiddle** - Praxis layers and BaseParameterizable are now configured with [Fiddle](https://github.com/google/fiddle), a Python-first configuration library. Fiddle reduces boilerplate, and adds productivity features including history tracking, graphviz visualization, support for aliasing objects, and more.
* **CLI Experiment and Data Injectability** - Enable Pax users to select which experiments to run without the need to recompile for each experiment. Using a CLI interface based on Fiddle, users can override subsets of the experiment’s canonical dataset.
* **CLU Metrics** - Praxis has adopted CLU metrics as its standard metric interface. This allows other Jax/Flax codebases that have CLU metrics to use them in Praxis.
* **Flax Interoperability** - Praxis now supports shape inference, __call__ for forward propagation, and has adopted Linen’s AxisMetadata for its mid-level sharding APIs. These changes improve interoperability with other Flax-based libraries such as T5X.
Note
* Version: 1.0.0
* Build Date: 20230329
* Praxis commit: 621c2ca7bfcd0e21ea118a3d8e40e29b48313c0c

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