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HuggingFace_transformer/tests/models
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Kashif Rasul 5cd16f01db time series forecasting model (#17965) 
* initial files

* initial model via cli

* typos

* make a start on the model config

* ready with configuation

* remove tokenizer ref.

* init the transformer

* added initial model forward to return dec_output

* require gluonts

* update dep. ver table and add as extra

* fixed typo

* add type for prediction_length

* use num_time_features

* use config

* more config

* typos

* opps another typo

* freq can be none

* default via transformation is 1

* initial transformations

* fix imports

* added transform_start_field

* add helper to create pytorch dataloader

* added inital val and test data loader

* added initial distr head and loss

* training working

* remove TimeSeriesTransformerTokenizer

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/__init__.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* fixed copyright

* removed docs

* remove time series tokenizer

* fixed docs

* fix text

* fix second

* fix default

* fix order

* use config directly

* undo change

* fix comment

* fix year

* fix import

* add additional arguments for training vs. test

* initial greedy inference loop

* fix inference

* comment out token inputs to enc dec

* Use HF encoder/decoder

* fix inference

* Use Seq2SeqTSModelOutput output

* return Seq2SeqTSPredictionOutput

* added default arguments

* fix return_dict true

* scale is a tensor

* output static_features for inference

* clean up some unused bits

* fixed typo

* set return_dict if none

* call model once for both train/predict

* use cache if future_target is none

* initial generate func

* generate arguments

* future_time_feat is required

* return SampleTSPredictionOutput

* removed unneeded classes

* fix when params is none

* fix return dict

* fix num_attention_heads

* fix arguments

* remove unused shift_tokens_right

* add different dropout configs

* implement FeatureEmbedder, Scaler and weighted_average

* remove gluonts dependency

* fix class names

* avoid _variable names

* remove gluonts dependency

* fix imports

* remove gluonts from configuration

* fix docs

* fixed typo

* move utils to examples

* add example requirements

* config has no freq

* initial run_ts_no_trainer

* remove from ignore

* fix output_attentions and removed unsued getters/setters

* removed unsed tests

* add dec seq len

* add test_attention_outputs

* set has_text_modality=False

* add config attribute_map

* make style

* make fix-copies

* add encoder_outputs to TimeSeriesTransformerForPrediction forward

* Improve docs, add model to README

* added test_forward_signature

* More improvements

* Add more copied from

* Fix README

* Fix remaining quality issues

* updated encoder and decoder

* fix generate

* output_hidden_states and use_cache are optional

* past key_values returned too

* initialize weights of distribution_output module

* fixed more tests

* update test_forward_signature

* fix return_dict outputs

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* removed commented out tests

* added neg. bin and normal output

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* move to one line

* Add docstrings

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* add try except for assert and raise

* try and raise exception

* fix the documentation formatting

* fix assert call

* fix docstring formatting

* removed input_ids from DOCSTRING

* Update input docstring

* Improve variable names

* Update order of inputs

* Improve configuration

* Improve variable names

* Improve docs

* Remove key_length from tests

* Add extra docs

* initial unittests

* added test_inference_no_head test

* added test_inference_head

* add test_seq_to_seq_generation

* make style

* one line

* assert mean prediction

* removed comments

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* fix order of args

* make past_observed_mask optional as well

* added Amazon license header

* updated utils with new fieldnames

* make style

* cleanup

* undo position of past_observed_mask

* fix import

* typo

* more typo

* rename example files

* remove example for now

* Update docs/source/en/_toctree.yml

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/configuration_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/time_series_transformer/modeling_time_series_transformer.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update modeling_time_series_transformer.py

fix style

* fixed typo

* fix typo and grammer

* fix style

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: NielsRogge <niels.rogge1@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-09-30 15:32:59 -04:00
..
albert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
auto
Make AutoProcessor a magic loading class for all modalities (#18963)
2022-09-14 07:36:12 -04:00
bart
TF: TF 2.10 unpin + related onnx test skips (#18995)
2022-09-12 19:30:27 +01:00
barthez
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
bartpho
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
beit
Fix BeitFeatureExtractor postprocessing (#19119)
2022-09-20 18:53:40 +03:00
bert
TF: TF 2.10 unpin + related onnx test skips (#18995)
2022-09-12 19:30:27 +01:00
bert_generation
Black preview (#17217)
2022-05-12 16:25:55 -04:00
bert_japanese
Black preview (#17217)
2022-05-12 16:25:55 -04:00
bertweet
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
big_bird
Use higher value for hidden_size in Flax BigBird test (#17822)
2022-06-24 19:31:30 +02:00
bigbird_pegasus
Black preview (#17217)
2022-05-12 16:25:55 -04:00
blenderbot
Update serving code to enable saved_model=True (#18153)
2022-07-22 18:05:38 +01:00
blenderbot_small
Update serving code to enable saved_model=True (#18153)
2022-07-22 18:05:38 +01:00
bloom
Use assertAlmostEqual in BloomEmbeddingTest.test_logits (#19200)
2022-09-26 14:56:41 +02:00
bort
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
byt5
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
camembert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
canine
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
clip
Update serving code to enable saved_model=True (#18153)
2022-07-22 18:05:38 +01:00
codegen
Update expected values in CodeGen tests (#17888)
2022-07-01 15:33:36 +02:00
conditional_detr
Add support for conditional detr (#18948)
2022-09-22 09:45:04 +02:00
convbert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
convnext
FX support for ConvNext, Wav2Vec2 and ResNet (#19053)
2022-09-16 10:57:41 +02:00
cpm
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
ctrl
Fix CTRL tests (#17508)
2022-06-01 16:27:23 +02:00
cvt
has_attentions - consistent test skipping logic and tf tests (#17495)
2022-06-09 09:50:03 +02:00
data2vec
skip some test_multi_gpu_data_parallel_forward (#18188)
2022-07-20 15:54:44 +02:00
deberta
fix train_new_from_iterator in the case of byte-level tokenizers (#17549)
2022-06-08 15:30:41 +02:00
deberta_v2
Fx support for Deberta-v[1-2], Hubert and LXMERT (#17539)
2022-06-07 18:05:20 +02:00
decision_transformer
Update expected values in DecisionTransformerModelIntegrationTest (#18016)
2022-07-05 14:53:43 +02:00
deformable_detr
[fix] Add DeformableDetrFeatureExtractor (#19140)
2022-09-22 09:45:24 +02:00
deit
Add TF DeiT implementation (#17806)
2022-07-13 18:04:08 +01:00
detr
[fix] Add DeformableDetrFeatureExtractor (#19140)
2022-09-22 09:45:24 +02:00
distilbert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
dit
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
donut
remvoe _create_and_check_torch_fx_tracing in specific test files (#18667)
2022-09-07 16:22:09 +02:00
dpr
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
dpt
Add post_process_semantic_segmentation method to DPTFeatureExtractor (#19107)
2022-09-21 15:15:26 +03:00
electra
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
encoder_decoder
Fix Encoder-Decoder testing issue about repo. names (#19250)
2022-09-30 18:15:07 +02:00
ernie
add task_type_id to BERT to support ERNIE-2.0 and ERNIE-3.0 models (#18686)
2022-09-09 07:36:46 -04:00
esm
Rebase ESM PR and update all file formats (#19055)
2022-09-30 14:16:25 +01:00
flaubert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
flava
has_attentions - consistent test skipping logic and tf tests (#17495)
2022-06-09 09:50:03 +02:00
fnet
Black preview (#17217)
2022-05-12 16:25:55 -04:00
fsmt
Not use -1e4 as attn mask (#17306)
2022-06-20 16:16:16 +02:00
funnel
Update serving code to enable saved_model=True (#18153)
2022-07-22 18:05:38 +01:00
glpn
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
gpt2
Fixing OPT fast tokenizer option. (#18753)
2022-09-15 17:12:58 +02:00
gpt_neo
fix train_new_from_iterator in the case of byte-level tokenizers (#17549)
2022-06-08 15:30:41 +02:00
gpt_neox
skip some gpt_neox tests that require 80G RAM (#17923)
2022-07-01 09:04:38 -04:00
gpt_neox_japanese
Add support for Japanese GPT-NeoX-based model by ABEJA, Inc. (#18814)
2022-09-14 10:17:40 -04:00
gptj
TF: GPT-J compatible with XLA generation (#17986)
2022-07-06 15:02:07 +01:00
groupvit
[TensorFlow] Adding GroupViT (#18020)
2022-09-29 10:48:04 +01:00
herbert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
hubert
Fix train_step, test_step and tests for CLIP (#18684)
2022-09-09 20:01:02 +01:00
ibert
fix train_new_from_iterator in the case of byte-level tokenizers (#17549)
2022-06-08 15:30:41 +02:00
imagegpt
Enabling imageGPT auto feature extractor. (#16871)
2022-05-24 12:30:46 +02:00
layoutlm
TF: TF 2.10 unpin + related onnx test skips (#18995)
2022-09-12 19:30:27 +01:00
layoutlmv2
add warning to let the user know that the __call__ method is faster than encode + pad for a fast tokenizer (#18693)
2022-08-24 06:27:56 -04:00
layoutlmv3
Fix test_tf_encode_plus_sent_to_model for LayoutLMv3 (#18898)
2022-09-06 14:51:03 +02:00
layoutxlm
LayoutXLMProcessor: ensure 1-to-1 mapping between samples and images, and add test for it (#18774)
2022-08-30 14:43:14 +02:00
led
Fix tflongformer int dtype (#18907)
2022-09-12 17:51:10 +01:00
levit
Add skip logic for attentions test - Levit (#17633)
2022-06-10 12:46:30 +02:00
longformer
Fix tflongformer int dtype (#18907)
2022-09-12 17:51:10 +01:00
longt5
Skip test_export_to_onnx for LongT5 if torch < 1.11 (#19122)
2022-09-20 21:52:18 +02:00
luke
Adding fine-tuning models to LUKE (#18353)
2022-08-01 11:09:47 -04:00
lxmert
Update serving code to enable saved_model=True (#18153)
2022-07-22 18:05:38 +01:00
m2m_100
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
marian
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
markuplm
Add MarkupLM (#19198)
2022-09-30 08:25:43 +02:00
maskformer
Fix test_inference_instance_segmentation_head (#17872)
2022-06-24 19:36:45 +02:00
mbart
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
mbart50
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
mctct
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
megatron_bert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
megatron_gpt2
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
mluke
Black preview (#17217)
2022-05-12 16:25:55 -04:00
mobilebert
Fix train_step, test_step and tests for CLIP (#18684)
2022-09-09 20:01:02 +01:00
mobilevit
Add semantic segmentation post-processing method to MobileViT (#19105)
2022-09-23 16:24:28 +03:00
mpnet
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
mt5
Fix expected loss values in some (m)T5 tests (#18177)
2022-07-18 15:26:21 +02:00
mvp
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
nezha
speed up test (#18106)
2022-07-12 04:28:28 -04:00
nllb
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
nystromformer
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
openai
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
opt
add missing require_tf for TFOPTGenerationTest (#19010)
2022-09-13 18:10:11 +02:00
owlvit
fix owlvit tests, update docstring examples (#18586)
2022-08-11 19:10:25 +03:00
pegasus
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
pegasus_x
Fix CI for PegasusX (#19025)
2022-09-14 14:45:00 +02:00
perceiver
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
phobert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
plbart
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
poolformer
has_attentions - consistent test skipping logic and tf tests (#17495)
2022-06-09 09:50:03 +02:00
prophetnet
Black preview (#17217)
2022-05-12 16:25:55 -04:00
qdqbert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
rag
Avoid GPU OOM for a TF Rag test (#17638)
2022-06-10 18:50:29 +02:00
realm
Black preview (#17217)
2022-05-12 16:25:55 -04:00
reformer
Black preview (#17217)
2022-05-12 16:25:55 -04:00
regnet
Run tests if skip condition not met (#18764)
2022-08-30 14:03:28 +02:00
rembert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
resnet
FX support for ConvNext, Wav2Vec2 and ResNet (#19053)
2022-09-16 10:57:41 +02:00
retribert
fix retribert's test_torch_encode_plus_sent_to_model (#17231)
2022-05-17 14:33:13 +02:00
roberta
fix train_new_from_iterator in the case of byte-level tokenizers (#17549)
2022-06-08 15:30:41 +02:00
roformer
Skip RoFormer ONNX test if rjieba not installed (#16981)
2022-05-04 10:04:10 +02:00
segformer
Add post_process_semantic_segmentation method to SegFormer (#19072)
2022-09-21 11:40:35 +03:00
sew
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
sew_d
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
speech_encoder_decoder
send model to the correct device (#18800)
2022-08-29 18:46:30 +02:00
speech_to_text
remvoe _create_and_check_torch_fx_tracing in specific test files (#18667)
2022-09-07 16:22:09 +02:00
speech_to_text_2
Fx support for multiple model architectures (#17393)
2022-05-31 10:02:55 +02:00
splinter
Fix Splinter test (#17854)
2022-06-24 16:26:14 +02:00
squeezebert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
swin
remvoe _create_and_check_torch_fx_tracing in specific test files (#18667)
2022-09-07 16:22:09 +02:00
swinv2
Add swin transformer v2 (#17469)
2022-07-27 11:14:47 -04:00
t5
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
tapas
Fix train_step, test_step and tests for CLIP (#18684)
2022-09-09 20:01:02 +01:00
tapex
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
time_series_transformer
time series forecasting model (#17965)
2022-09-30 15:32:59 -04:00
trajectory_transformer
Add trajectory transformer (#17141)
2022-05-17 19:07:43 -04:00
transfo_xl
Add magic method to our TF models to convert datasets with column inference (#17160)
2022-06-06 15:53:49 +01:00
trocr
Fx support for multiple model architectures (#17393)
2022-05-31 10:02:55 +02:00
unispeech
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
unispeech_sat
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
van
has_attentions - consistent test skipping logic and tf tests (#17495)
2022-06-09 09:50:03 +02:00
videomae
Use repo_type instead of deprecated datasets repo IDs (#19202)
2022-09-26 09:50:48 -04:00
vilt
Add accelerate support for ViLT (#18683)
2022-09-22 13:14:39 +02:00
vision_encoder_decoder
Fix Encoder-Decoder testing issue about repo. names (#19250)
2022-09-30 18:15:07 +02:00
vision_text_dual_encoder
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
visual_bert
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
vit
Improve vision models (#17731)
2022-06-24 11:34:51 +02:00
vit_mae
TF: tests for (de)serializable models with resized tokens (#19013)
2022-09-16 16:38:08 +01:00
vit_msn
fix: ckpt paths. (#19159)
2022-09-22 11:03:01 -04:00
wav2vec2
FX support for ConvNext, Wav2Vec2 and ResNet (#19053)
2022-09-16 10:57:41 +02:00
wav2vec2_conformer
[Test] Fix W2V-Conformer integration test (#17303)
2022-05-17 18:20:36 +02:00
wav2vec2_phoneme
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
wav2vec2_with_lm
[Wav2vec2 + LM Test] Improve wav2vec2 with lm tests and make torch version dependent for now (#18749)
2022-08-26 14:11:55 +02:00
wavlm
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
x_clip
Use repo_type instead of deprecated datasets repo IDs (#19202)
2022-09-26 09:50:48 -04:00
xglm
XGLM - Fix Softmax NaNs when using FP16 (#18057)
2022-09-29 10:42:07 +02:00
xlm
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
xlm_prophetnet
Black preview (#17217)
2022-05-12 16:25:55 -04:00
xlm_roberta
Black preview (#17217)
2022-05-12 16:25:55 -04:00
xlm_roberta_xl
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
xlnet
Return scalar losses instead of per-sample means (#18013)
2022-07-04 17:26:19 +01:00
yolos
[fix] Add DeformableDetrFeatureExtractor (#19140)
2022-09-22 09:45:24 +02:00
yoso
fix train_new_from_iterator in the case of byte-level tokenizers (#17549)
2022-06-08 15:30:41 +02:00
__init__.py
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00