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0c3fdccf2f
8 Commits
| Author | SHA1 | Message | Date | |
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Matthijs Hollemans
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0c3fdccf2f
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[WIP] add EnCodec model (#23655)
* boilerplate stuff * messing around with the feature extractor * fix feature extractor * unit tests for feature extractor * rename speech to audio * quick-and-dirty import of Meta's code * import weights (sort of) * cleaning up * more cleaning up * move encoder/decoder args into config * cleanup model * rename EnCodec -> Encodec * RVQ parameters in config * add slow test * add lstm init and test_init * Add save & load * finish EncodecModel * remove decoder_input_values as they are ont used anywhere (not removed from doc yet) * fix test feature extraction model name * Add better slow test * Fix tests * some fixup and cleaning * Improve further * cleaning up quantizer * fix up conversion script * test don't pass, _encode_fram does not work * update tests with output per encode and decode * more cleanup * rename _codebook * remove old config cruft * ratios & hop_length * use ModuleList instead of Sequential * clean up resnet block * update types * update tests * fixup * quick cleanup * fix padding * more styl,ing * add patrick feedback * fix copies * fixup * fix lstm * fix shape issues * fixup * rename conv layers * fixup * fix decoding * small conv refactoring * remove norm_params * simplify conv layers * rename conv layers * stuff * Clean up * Add padding logic use padding mask small conv refactoring remove norm_params simplify conv layers rename conv layers stuff add batched test update Clean up merge and update for padding fix padding fixup * clean up more * clean up more * More clean ups * cleanup convolutions * typo * fix typos * fixup * build PR doc? * start refactoring docstring * fix don't pad when no strid and chunk * update docstring * update docstring * nits * update going to lunch * update config and model * fix broken testse (becaue of the config changes) * fix scale computation * fixu[ * only return dict if speciefied or if config returns it * remove todos * update defaults in config * update conversion script * fix doctest * more docstring + fixup * nits on batched_tests * more nits * Apply suggestions from code review Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * update basxed on review * fix update * updaet tests * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * fixup * add overlap and chunl_length_s * cleanup feature extraction * teste edge cases truncation and padding * correct processor values * update config encodec, nits * fix tests * fixup * fix 24Hz test * elle tests are green * fix fixup * Apply suggestions from code review * revert readme changes * fixup * add example * use facebook checkpoints * fix typo * no pipeline tests * use slef.pad everywhere we can * Apply suggestions from code review Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * update based on review * update * update mdx * fix bug and tests * fixup * fix doctest * remove comment * more nits * add more coverage for `test_truncation_and_padding` * fixup * add last test * fix text * nits * Update tests/models/encodec/test_modeling_encodec.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * take care of the last comments * typo * fix test * nits * fixup * Update src/transformers/models/encodec/feature_extraction_encodec.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: arthur.zucker@gmail.com <arthur.zucker@gmail.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: amyeroberts <22614925+amyeroberts@users.noreply.github.com> |
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amyeroberts
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a717e0318c
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Add TimmBackbone model (#22619)
* Add test_backbone for convnext * Add TimmBackbone model * Add check for backbone type * Tidying up - config checks * Update convnextv2 * Tidy up * Fix indices & clearer comment * Exceptions for config checks * Correclty update config for tests * Safer imports * Safer safer imports * Fix where decorators go * Update import logic and backbone tests * More import fixes * Fixup * Only import all_models if torch available * Fix kwarg updates in from_pretrained & main rebase * Tidy up * Add tests for AutoBackbone * Tidy up * Fix import error * Fix up * Install nattan in doc_test_job * Revert back to setting self._out_xxx directly * Bug fix - out_indices mapping from out_features * Fix tests * Dont accept output_loading_info for Timm models * Set out_xxx and don't remap * Use smaller checkpoint for test * Don't remap timm indices - check out_indices based on stage names * Skip test as it's n/a * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Cleaner imports / spelling is hard --------- Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> |
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Eli Simhayev
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4b6a5a7caa
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[Time-Series] Autoformer model (#21891)
* ran `transformers-cli add-new-model-like`
* added `AutoformerLayernorm` and `AutoformerSeriesDecomposition`
* added `decomposition_layer` in `init` and `moving_avg` to config
* added `AutoformerAutoCorrelation` to encoder & decoder
* removed caninical self attention `AutoformerAttention`
* added arguments in config and model tester. Init works! 😁
* WIP autoformer attention with autocorrlation
* fixed `attn_weights` size
* wip time_delay_agg_training
* fixing sizes and debug time_delay_agg_training
* aggregation in training works! 😁
* `top_k_delays` -> `top_k_delays_index` and added `contiguous()`
* wip time_delay_agg_inference
* finish time_delay_agg_inference 😎
* added resize to autocorrelation
* bug fix: added the length of the output signal to `irfft`
* `attention_mask = None` in the decoder
* fixed test: changed attention expected size, `test_attention_outputs` works!
* removed unnecessary code
* apply AutoformerLayernorm in final norm in enc & dec
* added series decomposition to the encoder
* added series decomp to decoder, with inputs
* added trend todos
* added autoformer to README
* added to index
* added autoformer.mdx
* remove scaling and init attention_mask in the decoder
* make style
* fix copies
* make fix-copies
* inital fix-copies
* fix from https://github.com/huggingface/transformers/pull/22076
* make style
* fix class names
* added trend
* added d_model and projection layers
* added `trend_projection` source, and decomp layer init
* added trend & seasonal init for decoder input
* AutoformerModel cannot be copied as it has the decomp layer too
* encoder can be copied from time series transformer
* fixed generation and made distrb. out more robust
* use context window to calculate decomposition
* use the context_window for decomposition
* use output_params helper
* clean up AutoformerAttention
* subsequences_length off by 1
* make fix copies
* fix test
* added init for nn.Conv1d
* fix IGNORE_NON_TESTED
* added model_doc
* fix ruff
* ignore tests
* remove dup
* fix SPECIAL_CASES_TO_ALLOW
* do not copy due to conv1d weight init
* remove unused imports
* added short summary
* added label_length and made the model non-autoregressive
* added params docs
* better doc for `factor`
* fix tests
* renamed `moving_avg` to `moving_average`
* renamed `factor` to `autocorrelation_factor`
* make style
* Update src/transformers/models/autoformer/configuration_autoformer.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* Update src/transformers/models/autoformer/configuration_autoformer.py
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
* fix configurations
* fix integration tests
* Update src/transformers/models/autoformer/configuration_autoformer.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* fixing `lags_sequence` doc
* Revert "fixing `lags_sequence` doc"
This reverts commit
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Eli Simhayev
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8abe4930d3
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[Time-Series] informer model (#21099)
* added informer to gitignore * added informer to gitignore * WIP informer2020 * added checking that instantiate works * added config using gluonTS by kashif * WIP config * adding informeConfig. need to remove FeatureEmbedder * done InformerConfig, but need to change the names * Done informer model init. working on enc-dec * added things to address, after reading again enc-dec in the paper * done modeling - checking initialization work * added informer to gitignore * WIP informer2020 * added checking that instantiate works * added config using gluonTS by kashif * WIP config * adding informeConfig. need to remove FeatureEmbedder * done InformerConfig, but need to change the names * Done informer model init. working on enc-dec * added things to address, after reading again enc-dec in the paper * done modeling - checking initialization work * moved enc-dec init to InformerEncoder/Decoder init * added 'init_std' to config, now model init works! * WIP conversion script, and added code sources * WIP conversion script: loading original informer pth works * WIP conversion script: change defaults in the config * WIP conversion script: supporting Informer input embedding * WIP conversion script: added parameters for the informer embed * WIP conversion script: change dim_feedforward=2048 * WIP conversion script: remove unused args for loading checkpoint * just cleaning up * DataEmbedding removed, after thinking with Kashif * working on forward pass * WIP forward pass: trying to establish working batch for forward pass * cleaning and finalizing * adding HF names and docs * init after cleaning works * WIP in tests * added docs for the informer specific args * fix style * undo change * cleaning informer, now need to work only enc-dec * initial enc-dec classes * added encoder and decoder * added todo * add todos for conv_layers * added decoder docs from vanilla * added encoder docs from vanilla * remove encoder decoder from the original informer * removed AttentionLayer from the original paper * removed TriangularCausalMask, same as decoder_attention_mask * initial sparse attention * use conv_layers * fixed test_config test * fix parenthesis when itearting zip(layers, conv_layers) * error found in prob attention, added sizes as comments * fix sizes * added proposal for q_reduce indexing, and remove unused * WIP ProbMask, and changed factor=2 for testing * remove unused libs for this PR for creating the env * fix checking the attn_weights.size() after bmm * Q_reduce: changed from torch.gather to simple slicing * WIP calculate final attn_output * finish adding v_aggregated, attn_output ready * changed tgt_len to u in attention_mask, need to fix the size error * comment attention_mask for encoder, and fix if cond for v_agg * added ProbMask support (wip), removed old original code * finished ProbMask 😃 * Revert "remove unused libs for this PR for creating the env" This reverts commit |
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Connor Henderson
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0f96c26de6
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refactor: Make direct_transformers_import util (#21652)
* refactor: Make direct_import util * edit direct import fn * add docstring * make import function specific to transformers only * edit doc string |
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Sylvain Gugger
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9d1116e995
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Update deprecated load_module (#21651) | ||
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Yih-Dar
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b47a16743b
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Remove more unused attributes in config classes (#21543)
* Remove unused decoder_layerdrop * Update SPECIAL_CASES_TO_ALLOW for MT5Config * Remove unused position_embedding_init_scale * Remove unused decoder_max_relative_position * Use unused decoder_max_relative_position * Remove unused init_std * Remove unused forgotten attributes * Remove unused patch_norm * Remove unused max_seq_len * Update SPECIAL_CASES_TO_ALLOW for OneFormerConfig --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com> |
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Yih-Dar
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479322bfaa
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A new test to check config attributes being used (#21453)
* Add a new test to check config attributes being used * Add a new test to check config attributes being used * Add a new test to check config attributes being used * Apply suggestions from code review Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Apply suggestions * Update allowed cases - part 1 * Update allowed cases - part 2 * final --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> |