1. 15 Oct, 2021 2 commits
  2. 08 Oct, 2021 2 commits
  3. 07 Oct, 2021 2 commits
    • moto's avatar
      Add license to pre-trained model doc (#1836) · f9663a7b
      moto authored
      f9663a7b
    • moto's avatar
      Make the core wav2vec2 factory function public (#1829) · 31a69c36
      moto authored
      This commit makes the following changes
      1. Make the factory function with full customizability public.
          i.e. `_get_model(...) -> wav2vec2_model(...)`.
      2. Change the other architecture-specific factory functions so that they accept parameters not related to the model architecture (such as dropout).
          i.e. `wav2vec2_base() -> wav2vec2_base(encoder_projection_dropout, encoder_attention_dropout, encoder_ff_interm_dropout, ...)`
      
      ### Why?
      
      While adding the pre-trained weight support, I realized that separating API for model construction and pre-trained support achieves simple code organization because of the good separation of concern. As mentioned in #1821, in this framework,
        1. Model implementation is responsible for computation logic,
        2. factory functions are responsible for customizability and model construction,
        3. and pre-trained weight API is responsible for constructing a model and loading pre-trained weights along with the complementary information (such as pre-processing and class labels).
      
      (note: for simple models, combining 1 and 2 is also okay.)
      
      This means that factory functions has to support all the customizability required by pre-trained weight API. The current implementation uses the internal function like `from .model import Wav2Vec2Model, _get_model`, which is a bit strange.
      
      This PR rectifies it by making the mother factory function public.
      This also clarifies the purpose of having the other factory functions as public API, which is just a syntax sugar for constructing un-trained model with specific architecture. So this commit also adds supplemental parameters to them.
      31a69c36
  4. 06 Oct, 2021 2 commits
  5. 05 Oct, 2021 1 commit