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12 Commits
| Author | SHA1 | Message | Date | |
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V.Prasanna kumar
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638d49983f
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fixed broken link (#27560) | ||
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Susnato Dhar
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e1c3ac2551
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Add Phi-1 and Phi-1_5 (#26170)
* only dir not even init * init * tokenizer removed and reference of codegen added * modeling file updated a lot remaining app_rotary_emb * conversion script done * conversion script fixed, a lot of factoring done and most tests pass * added token_clf and extractive_QA_head * integration tests pass * flash attn tests pass! * config done * more docs in modeling file * some style fix * style and others * doc test error fix * more doc fix * some attention fixes * most fixes * style and other fixes * docs fix and config * doc fix * some comments * conversion script updated * conversion script updated * Revert "conversion script updated" This reverts commit e92378c54084ec0747041b113083d1746ecb6c7f. * final comments * add Phi to language_modeling.md * edit phi.md file * rebase and fix * removed phi-1.5 example * changed model_type from 'phi'->'mixformer-sequential' * small change * small change * revert \small change * changed mixformer-sequential->phi * small change * added phi-1.5 example instead of phi-1 * doc test might pass now * rebase and small change * added the dropout layer * more fixes * modified .md file * very very small doc change |
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Patrick von Platen
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391d14e810
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[WhisperForCausalLM] Add WhisperForCausalLM for speculative decoding (#27195)
* finish * add tests * fix all tests * [Assistant Decoding] Add test * fix more * better * finish * Apply suggestions from code review Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * finish --------- Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> |
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Pablo Montalvo
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caa0ff0bf1
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Add fuyu model (#26911)
* initial commit * add processor, add fuyu naming * add draft processor * fix processor * remove dropout to fix loading of weights * add image processing fixes from Pedro * fix * fix processor * add basic processing fuyu test * add documentation and TODO * address comments, add tests, add doc * replace assert with torch asserts * add Mixins and fix tests * clean imports * add model tester, clean imports * fix embedding test * add updated tests from pre-release model * Processor: return input_ids used for inference * separate processing and model tests * relax test tolerance for embeddings * add test for logit comparison * make sure fuyu image processor is imported in the init * fix formattingh * more formatting issues * and more * fixups * remove some stuff * nits * update init * remove the fuyu file * Update integration test with release model * Update conversion script. The projection is not used, as confirmed by the authors. * improve geenration * Remove duplicate function * Trickle down patches to model call * processing fuyu updates * remove things * fix prepare_inputs_for_generation to fix generate() * remove model_input * update * add generation tests * nits * draft leverage automodel and autoconfig * nits * fix dtype patch * address comments, update READMEs and doc, include tests * add working processing test, remove refs to subsequences * add tests, remove Sequence classification * processing * update * update the conversion script * more processing cleanup * safe import * take out ModelTesterMixin for early release * more cl;eanup * more cleanup * more cleanup * and more * register a buffer * nits * add postprocessing of generate output * nits * updates * add one working test * fix test * make fixup works * fixup * Arthur's updates * nits * update * update * fix processor * update tests * passe more fixups * fix * nits * don't import torch * skip fuyu config for now * fixup done * fixup * update * oups * nits * Use input embeddings * no buffer * update * styling processing fuyu * fix test * update licence * protect torch import * fixup and update not doctested * kwargs should be passed * udpates * update the impofixuprts in the test * protect import * protecting imports * protect imports in type checking * add testing decorators * protect top level import structure * fix typo * fix check init * move requires_backend to functions * Imports * Protect types --------- Co-authored-by: Pedro Cuenca <pedro@huggingface.co> Co-authored-by: ArthurZucker <arthur.zucker@gmail.com> Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> Co-authored-by: Lysandre <lysandre@huggingface.co> |
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Chris Bamford
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72958fcd3c
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[Mistral] Mistral-7B-v0.1 support (#26447)
* [Mistral] Mistral-7B-v0.1 support * fixing names * slightly longer test * fixups * not_doctested * wrongly formatted references * make fixuped --------- Co-authored-by: Timothee Lacroix <t@eugen.ai> Co-authored-by: timlacroix <t@mistral.ai> |
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Arthur
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9cccb3a838
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[Persimmon] Add support for persimmon (#26042)
* intiial commit * updates * nits * update conversion script * update conversion script * use path to load * add tips etc * some modeling logic * modeling update * more nits * nits * normal layer norm * update config and doc * nits * update doc remove unused * update * fix inits and stuff * fixup * revert wrong changes * updates * more nits * add default config values to the configuration file * fixup happy * update * 2 tests left * update readmes * more nits * slow test and more documentation * update readme * fix licences * styling * use fast if possible when saving tokenizer * remove todo * remove tokenization tests * small last nits * Apply suggestions from code review Co-authored-by: Matt <Rocketknight1@users.noreply.github.com> * nits to skip the timout doctest * fix integration test * fix test * update eos token * update to allow fast tokenization * styling * fix codeLlama as well for the update post processor * Apply suggestions from code review Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * add more copied from statements * update * doc passes doctest * remove `# final layer norm?` * change docstring prompot * update * Update README.md Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * don't doctest the conversion script as it requires more packages * don't init a model in the config * oups * fix doctest --------- Co-authored-by: Matt <Rocketknight1@users.noreply.github.com> Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> |
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Arthur
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015f8e110d
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[CodeLlama] Add support for CodeLlama (#25740)
* add all * Revert "Delete .github directory" This reverts commit 9b0ff7b052e2b20b629a26fb13606b78a42944d1. * make conversion script backward compatible * fixup * more styling * copy to llama changes * fix repo consistency * nits * document correct classes * updates * more fixes * nits * update auto mappings * add readmes * smallupdates * llama-code replace with llama_code * make fixup * updates to the testsing suite * fix fast nits * more small fixes * fix decode * fix template processing * properly reset the normalizer * nits processor * tokenization tests pass * styling * last tests * additional nits * one test is left * nits Co-authored-by faabian <faabian@users.noreply.github.com> * update failing test * fixup * remove decode infilling users should handle it on their onw after generation, padding can be a problem * update * make test slow and more meaningfull * fixup * doc update * fixup * Apply suggestions from code review * add kwargs doc * tokenizer requires `requires_backend` * type requires_backends * CodeLlama instead of LlamaCode * more name cahnges * nits * make doctests happy * small pipeline nits * last nit * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * update * add codellama to toctree --------- Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> |
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Stas Bekman
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6c811a322f
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new model: IDEFICS via HuggingFaceM4 (#24796)
* rename * restore * mappings * unedited tests+docs * docs * fixes * fix auto-sync breakage * cleanup * wip * wip * add fetch_images * remove einops dependency * update * fix * fix * fix * fix * fix * re-add * add batching * rework * fix * improve * add Leo as I am extending his work * cleanup * fix * cleanup * slow-test * fix * fix * fixes * deal with warning * rename modified llama classes * rework fetch_images * alternative implementation * cleanup * strict version * cleanup * [`IDEFICS`] Fix idefics ci (#25056) * Fix IDEFICS CI * fix test file * fixup * some changes to make tests pass * fix * fixup * Update src/transformers/models/idefics/configuration_idefics.py Co-authored-by: Stas Bekman <stas00@users.noreply.github.com> --------- Co-authored-by: Stas Bekman <stas00@users.noreply.github.com> * remove compat checks * style * explain that Idefics is not for training from scratch * require pt>=2.0 * fix idefics vision config (#25092) * fix idefics vision config * fixup * clean * Update src/transformers/models/idefics/configuration_idefics.py --------- Co-authored-by: Stas Bekman <stas00@users.noreply.github.com> * cleanup * style * cleanup * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * upcase * sequence of images * handle the case with no images * Update src/transformers/image_processing_utils.py Co-authored-by: Victor SANH <victorsanh@gmail.com> * support pure lm take 2 * support tokenizer options * parameterize num_channels * fix upcase * s|IdeficsForCausalLM|IdeficsForVisionText2Text|g * manual to one line * addressing review * unbreak * remove clip dependency * fix test * consistency * PIL import * Idefics prefix * Idefics prefix * hack to make tests work * style * fix * fix * revert * try/finally * cleanup * clean up * move * [`IDEFICS`] Fix idefics config refactor (#25149) * refactor config * nuke init weights * more refactor * oops * remove visual question answering pipeline support * Update src/transformers/models/idefics/clip.py Co-authored-by: Stas Bekman <stas00@users.noreply.github.com> * Update src/transformers/models/idefics/modeling_idefics.py * cleanup * mv clip.py vision.py * tidyup --------- Co-authored-by: Stas Bekman <stas00@users.noreply.github.com> Co-authored-by: Stas Bekman <stas@stason.org> * fix * license * condition on pt * fix * style * fix * rm torchvision dependency, allow custom transforms * address review * rework device arg * add_eos_token * s/transforms/transform/ * fix top level imports * fix return value * cleanup * cleanup * fix * style * license * license * Update src/transformers/models/idefics/image_processing_idefics.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * add a wrapper to freeze vision layears * tidyup * use the correct std/mean settings * parameterize values from config * add tests/models/idefics/test_image_processing_idefics.py * add test_processor_idefics.py * cleanup * cleanups * fix * fix * move to the right group * style * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * add perceiver config * reset * missing arg docs * Apply suggestions from code review Co-authored-by: Leo Tronchon <leo.tronchon@gmail.com> * address review comments * inject automatic end of utterance tokens (#25218) * inject automatic end of utterance tokens * fix * fix * fix * rework to not use the config * not end_of_utterance_token at the end * Update src/transformers/models/idefics/processing_idefics.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * address review * Apply suggestions from code review Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com> * Update src/transformers/image_processing_utils.py Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com> * [`Idefics`] add image_embeddings option in generate-related methods (#25442) * add image_embeddings option in generate-related methods * style * rename image_embeddings and allow perceiver embeddings precomputation * compute embeddings within generate * make is_encoder_decoder= True the default in config * nested if else fix * better triple check * switch if elif order for pixel values / img embeds * update model_kwargs perceiver only at the end * use _prepare_model_inputs instead of encoder_decoder logic * fix comment typo * fix config default for is_encoder_decoder * style * add typehints * precompute in forward * doc builder * style * pop instead of get image hidden states * Trigger CI * Update src/transformers/models/idefics/modeling_idefics.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update src/transformers/models/idefics/modeling_idefics.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * fix * + indentation + style * simplify a bit the use_resampler logic using comments * update diocstrings * Trigger CI --------- Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * fix rebase changes * unbreak #25237 - to be fixed in follow up PRs * is_composition = False * no longer needed --------- Co-authored-by: leot13 <leo.tronchon@gmail.com> Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> Co-authored-by: Victor SANH <victorsanh@gmail.com> Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com> Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com> Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> |
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Arthur
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dcb183f4bd
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[MPT] Add MosaicML's MPT model to transformers (#24629)
* draft add new model like * some cleaning of the config * nits * add nested configs * nits * update * update * added layer norms + triton kernels * consider only LPLayerNorm for now. * update * all keys match. * Update * fixing nits here and there * working forward pass. * removed einops dependency * nits * format * add alibi * byebye head mask * refactor attention * nits. * format * fix nits. * nuke ande updates * nuke tokenizer test * don't reshape query with kv heads * added a bit of documentation. * remove unneeded things * nuke more stuff * nit * logits match - same generations * rm unneeded methods * 1 remaining failing CI test * nit * fix nits * fix docs * fix docs * rm tokenizer * fixup * fixup * fixup and fix tests * fixed configuration object. * use correct activation * few minor fixes * clarify docs a bit * logits match à 1e-12 * skip and unskip a test * added some slow tests. * fix readme * add more details * Update docs/source/en/model_doc/mpt.md Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * fix configuration issues * more fixes in config * added more models * Apply suggestions from code review Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * remove unneeded position ids * fix some comments * Apply suggestions from code review Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * revert suggestion * mpt alibi + added batched generation * Update src/transformers/models/mpt/__init__.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * remove init config * Update src/transformers/models/mpt/configuration_mpt.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * fix nit * add another slow test * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * fits in one line * some refactor because make fixup doesn't pass * add ft notebook * update md * correct doc path --------- Co-authored-by: younesbelkada <younesbelkada@gmail.com> Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> |
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Matt
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b3ab3fac1d
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Falcon port (#24523)
* Initial commit * Update src/transformers/models/falcon/configuration_falcon.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/falcon/configuration_falcon.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Cleanup config docstring * Update src/transformers/models/falcon/configuration_falcon.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Convert to relative imports * Remove torch < 1.8 warning * Restructure cos_sin header * qkv -> query, key, value * Refactor attention calculation * Add a couple of config variables to account for the different checkpoints * Successful merging of the code paths! * Fix misplaced line in the non-parallel attention path * Update config and tests * Add a pad_token_id when testing * Support output_attentions when alibi is None * make fixup * Skip KV cache shape test * No more _keys_to_ignore_on_load_missing * Simplify self attention a bit * Simplify self attention a bit * make fixup * stash commit * Some more attention mask updates * Should pass all tests except assisted generation! * Add big model generation test * make fixup * Add temporary workaround for test * Test overrides for assisted generation * Update src/transformers/models/falcon/modeling_falcon.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update src/transformers/models/falcon/modeling_falcon.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update src/transformers/models/falcon/modeling_falcon.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Update tests/models/falcon/test_modeling_falcon.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Test overrides for assisted generation * Add generation demo * Update copyright * Make the docstring model actually small * Add module-level docstring * Remove all assertions * Add copied from bloom * Reformat the QKV layer * Add copied from bloom * Update src/transformers/models/falcon/modeling_falcon.py Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Remove unused line and reformat * No single letter variables * Cleanup return names * Add copied from line * Remove the deprecated arguments blocks * Change the embeddings test to an alibi on/off test * Remove position_ids from FalconForQA * Remove old check for token type IDs * Fix the alibi path when multi_query is False * Update src/transformers/models/falcon/modeling_falcon.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * Update src/transformers/models/falcon/modeling_falcon.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * Update tests/models/falcon/test_modeling_falcon.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * Update config naming * Fix typo for new_decoder_architecture * Add some comments * Fix docstring * Fix docstring * Create range in the right dtype from the start * Review comment cleanup * n_head_kv -> num_kv_heads * self.alibi -> self.use_alibi * self.num_kv -> self.num_kv_heads * Reorder config args * Made alibi arguments Optional * Add all model docstrings * Add extra checkpoints * Add author info for Falcon * Stop removing token_type_ids because our checkpoints shouldn't return it anymore * Add one hopeful comment for the future * Fix typo * Update tests, fix cache issue for generation * Use -1e9 instead of -inf to avoid float overflow * Recompute the rotary embeddings much less often * Re-enable disabled tests * One final fix to attention mask calculation, and update tests * Cleanup targeting falcon-40b equivalency * Post-rebase docs update * Update docstrings, especially in the config * More descriptive variable names, and comments where we can't rename them --------- Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> |
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Sanchit Gandhi
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1c1c90756d
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Add Musicgen (#24109)
* Add Audiocraft * add cross attention * style * add for lm * convert and verify * introduce t5 * split configs * load t5 + lm * clean conversion * copy from t5 * style * start pattern provider * make generation work * style * fix pos embs * propagate shape changes * propagate shape changes * style * delay pattern: pad tokens at end * audiocraft -> musicgen * fix inits * add mdx * style * fix pad token in processor * override generate and add todos * add init to test * undo pattern delay mask after gen * remove cfg logits processor * remove cfg logits processor * remove logits processor in favour of mask * clean pos embs * make fix copies * update readmes * clean pos emb * refactor encoder/decoder * make fix copies * update conversion * fix config imports * update config docs * make style * send pattern mask to device * pattern mask with delay * recover prompted audio tokens * fix docstrings * laydown test file * pattern edge case * remove t5 ref * add processing class * config refactor * better pattern comment * check if mask is not present * check if mask is not present * refactor to auto class * remove encoder configs * fix processor * processor import * start updating conversion * start updating tests * make style * convert t5, encodec, lm * convert as composite * also convert processor * run generate * classifier free gen * comments and clean up * make style * docs for logit proc * docstring for uncond gen * start lm tests * work tests * let the lm generate * refactor: reshape inside forward * undo greedy loop changes * from_enc_dec -> from_sub_model * fix input id shapes in docstrings * Apply suggestions from code review Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * undo generate changes * from sub model config * Update src/transformers/models/musicgen/modeling_musicgen.py Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * make generate work again * generate uncond -> get uncond inputs * remove prefix allowed tokens fn * better error message * logit proc checks * Apply suggestions from code review Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com> * make decoder only tests work * composite fast tests * make style * uncond generation * feat extr padding * make audio prompt work * fix inputs docstrings * unconditional inputs: dict -> model output * clean up tests * more clean up tests * make style * t5 encoder -> auto text encoder * remove comments * deal with frames * fix auto text * slow tests * nice mdx * remove can generate * todo - hub id * convert m/l * make fix copies * only import generation with torch * ignore decoder from tests * don't wrap uncond inputs * make style * cleaner uncond inputs * add example to musicgen forward * fix docs * ignore MusicGen Model/ForConditionalGeneration in auto mapping * add doc section to toctree * add to doc tests * add processor tests * fix push to hub in conversion * tips for decoder only loading * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * fix conversion for s / m / l checkpoints * import stopping criteria from module * remove from pipeline tests * fix uncond docstring * decode audio method * fix docs * org: sanchit-gandhi -> facebook * fix max pos embeddings * remove auto doc (not compatible with shapes) * bump max pos emb * make style * fix doc * fix config doc * fix config doc * ignore musicgen config from docstring * make style * fix config * fix config for doctest * consistent from_sub_models * don't automap decoder * fix mdx save audio file * fix mdx save audio file * processor batch decode for audio * remove keys to ignore * update doc md * update generation config * allow changes for default generation config * update tests * make style * fix docstring for uncond * fix processor test * fix processor test --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> |
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Sylvain Gugger
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eb849f6604
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Migrate doc files to Markdown. (#24376)
* Rename index.mdx to index.md * With saved modifs * Address review comment * Treat all files * .mdx -> .md * Remove special char * Update utils/tests_fetcher.py Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr> --------- Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr> |