* inital commit

* update

* update conversion checkpoint

* update conversion script

* nits

* some fixes

* nits

* merge

* fix permute

* nits

* fix

* nits

* nits

* nits

* fix rope

* fix both rope

* nites

* style

* make sure flax works

* fix flax init code

* fix foward

* nits

* print flax generation out

* current code

* nits

* SIIIIIIIIIIIIIIIIIII

* update

* add new tokenizer

* correct fast tokenizer

* fix conversion

* more comments

* fix modeling and conversion

* nits and nits

* nits testing

* add some tokenization tests

* add some edge cases

* add slow tests and fix them

* fixup

* fix copies for modeling

* fix copies

* add 7B slow tests

* fix

* fix

* fix tests

* make tokenizer cis go green

* styling

* last tokenizer nits

* update jax tests

* fix flax for 7b

* add jit testing 🤗

* cleanups

* isolated nit, inv_freq for rotary_emb.inv_freq

* propagate to jax

* Apply suggestions from code review

Co-authored-by: Sanchit Gandhi <[email protected]>

* adjust test

* fix conversion script

* change name

* correct file names

* update conversion script

* Fix bos and eos token ids in the model configuration (#3)

* update modelling

* update conversion script

* add static cache for gemma

* fix sdpa generate

* fix batched

* multiple fixes

* fix FA2

* final fix

* Rename a few missing strings and filenames (#4)

* merge with upstream main

* fix copies

* fix copies

* fix fixup

* fix fixup

* fix

* fix

* final tests

* fix fx gemma tests

* fix fx bf16/fp16 tests

* update slow fx tests

* fx slow tests: one logits, one generation

* move jit test standalone

* Apply suggestions from code review

* nits

* tokenizer updates

* more tokenization updates: custom GemmaSentencepieceExtrator

* style

* Update src/transformers/cache_utils.py

* Update src/transformers/models/gemma/__init__.py

* Update tests/models/gemma/test_modeling_flax_gemma.py

* small nits

* style

* update tokenization test

* fix the rotary embedding

* with style

* fix slow tests

* WARNING this commit might be very important for precisions

* Update tests/models/gemma/test_modeling_flax_gemma.py

* Update src/transformers/models/gemma/configuration_gemma.py

Co-authored-by: Lysandre Debut <[email protected]>

* Update src/transformers/models/gemma/modeling_flax_gemma.py

Co-authored-by: Lysandre Debut <[email protected]>

* small nits here and there!

* forgotten nit

* remove on the fly computation of inv_freq

* revert previous change, let's be safe and for now re-compute freq cis to make sure it's in float

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <[email protected]>

* Update src/transformers/models/gemma/convert_gemma_weights_to_hf.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update src/transformers/models/gemma/convert_gemma_weights_to_hf.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_flax_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_tokenization_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_tokenization_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_tokenization_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_tokenization_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* Update tests/models/gemma/test_modeling_gemma.py

Co-authored-by: Pedro Cuenca <[email protected]>

* nit conversion script link

* fix some tests

* add not doctest and pr doctest

* repo consistency

* fix last CIs 🚀

* update all readmes

---------

Co-authored-by: younesbelkada <[email protected]>
Co-authored-by: Sanchit Gandhi <[email protected]>
Co-authored-by: Pedro Cuenca <[email protected]>
Co-authored-by: Younes Belkada <[email protected]>
Co-authored-by: sanchit-gandhi <[email protected]>
Co-authored-by: Lysandre Debut <[email protected]>

* Cohere Model Release (#1)

Cohere Model Release

* Remove unnecessary files and code (#2)

Some cleanup

* Delete cohere-model directory (#3)

* Make Fix (#5)

* Pr fixes (#6)

* fixes for pr

* pr fixes for the format

* pr fixes for the format

* src/transformers/models/auto/tokenization_auto.py

* Tokenizer test (#8)

* tokenizer test

* format fix

* Adding Docs and other minor changes (#7)

* Add modeling tests (#9)

* Smol Fix (#11)

* tokenization tests are fixed

* format fixes

* fix pr doc tests

* fix pr doc tests

* fix pr doc tests

* fix pr style check

* small changes in cohere.md

* FIX: Address final comments for transformers integration (huggingface#13)

* fix modeling final nits and add proper test file

* for now leave empty tests

* add integration test

* push new test

* fix modeling cohere (huggingface#14)

* Update chat templates to use the new API (huggingface#15)

---------

Co-authored-by: ahmetustun <[email protected]>
Co-authored-by: Younes Belkada <[email protected]>
Co-authored-by: Matt <[email protected]>