1 Commits

Author	SHA1	Message	Date
Younes Belkada	163ac3d3ee	Add Switch transformers (#19323) ... * first commit * add more comments * add router v1 * clean up - remove `tf` modeling files * clean up - remove `tf` modeling files * clean up * v0 routers * added more router - Implemented `ExpertsChooseMaskedRouter` - added tests - 2 more routers to implement * last router * improved docstring - completed the docstring in `router.py` - added more args in the config * v0 sparse mlp * replace wrong naming * forward pass run * update MOE layer * small router update * fixup * consistency * remove scatter router * remove abstract layer * update test and model for integration testing * v1 conversion * update * hardcode hack * all keys match * add gin conversion, without additional libraries * update conversion sctipy * delete router file * update tests wrt router deletion * fix router issues * update expert code * update, logits match, code needsREFACTORING * Refactor code Co-authored-by: Younes Belkada <younesbelkada@users.noreply.github.com> * add generate tests Co-authored-by: younesbelkada <younesbelkada@gmail.com> * add support for router loss Co-authored-by: Younes Belkada <younesbelkada@users.noreply.github.com> * fix forward error * refactor a bit * remove `FlaxSwitchTransformers` modules * more tests pass * Update code Co-authored-by: Younes Belkada <younesbelkada@users.noreply.github.com> * fixup * fix tests * fix doc * fix doc + tokenization * fix tokenizer test * fix test * fix loss output * update code for backward pass * add loss support * update documentation * fix documentation, clean tokenizer * more doc fix, cleanup example_switch * fix failing test * fix test * fix test * fix loss issue * move layer * update doc and fix router capacity usage * fixup * add sparse mlp index for documentation on hub * fixup * test sparse mix architecture * Apply suggestions from code review * Update docs/source/en/model_doc/switch_transformers.mdx * fixup on update * fix tests * fix another test * attempt fix * Update src/transformers/models/switch_transformers/configuration_switch_transformers.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update src/transformers/models/switch_transformers/convert_switch_transformers_original_flax_checkpoint_to_pytorch.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * try * all tests pass * fix jitter noise * Apply suggestions from code review * doc tests pass * Update src/transformers/models/switch_transformers/modeling_switch_transformers.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update src/transformers/models/switch_transformers/modeling_switch_transformers.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * remove assert * change config order * fix readme japanese * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * remove parallelizable tests + add one liners * remove ONNX config * fix nits - add `T5Tokenizer` in auto mapping - remove `Switch Transformers` from ONNX supported models * remove `_get_router` * remove asserts * add check in test for `router_dtype` * add `SwitchTransformersConfig` in `run_pipeline_test` * Update tests/pipelines/test_pipelines_summarization.py * add huge model conversion script * fix slow tests - add better casting for `Linear8bitLt` - remove `torchscript` tests * add make dir * style on new script * fix nits - doctest - remove `_keys_to_ignore_on_load_unexpected` * Update src/transformers/models/switch_transformers/configuration_switch_transformers.py * add google as authors * fix year * remove last `assert` statements * standardize vertical spaces * fix failing import * fix another failing test * Remove strange àuthorized_keys` * removing todo and padding that is never used Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com> Co-authored-by: ybelkada <younes@huggingface.co> Co-authored-by: Younes Belkada <younesbelkada@users.noreply.github.com> Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> Co-authored-by: Arthur Zucker <arthur@huggingface.co>	2022-11-15 13:06:45 +01:00