Jack Morris 832c6191ed Add inputs_embeds param to ModernBertModel (#35373) ...

* update modular_modernbert -- add inputs_embeds param to ModernBertModel

* Fix implementation issues; extend to other classes; docstring

First of all, the inputs_embeds shouldn't fully replace `self.embeddings(input_ids)`, because this call also does layer normalization and dropout. So, now both input_ids and inputs_embeds is passed to the ModernBertEmbeddings, much like how BertEmbeddings is implemented.

I also added `inputs_embeds` to the docstring, and propagated the changes to the other model classes.

I also introduced an error if input_ids and input_embeds are both or neither provided.

Lastly, I fixed an issue with device being based solely on input_ids with attention_mask.

* Propagate inputs_embeds to ModernBertForMaskedLM correctly

Also reintroduce inputs_embeds test

---------

Co-authored-by: Tom Aarsen <Cubiegamedev@gmail.com>

2025-01-09 14:17:26 +01:00

..

albert

Remove @slow for test_eager_matches_sdpa_inference (#34558)

2024-11-05 16:10:42 +01:00

align

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

altclip

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

aria

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

audio_spectrogram_transformer

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

auto

Fall back to slow image processor in ImageProcessingAuto when no fast processor available (#34785)

2024-12-15 14:00:36 -05:00

autoformer

Rename test_model_common_attributes -> test_model_get_set_embeddings (#31321)

2024-06-07 19:40:26 +01:00

bamba

Add the Bamba Model (#34982)

2024-12-18 20:18:17 +01:00

bark

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

bart

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

barthez

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

bartpho

Adds pretrained IDs directly in the tests (#29534)

2024-03-13 14:53:27 +01:00

beit

Add sdpa for Beit (#34941)

2024-12-17 14:44:47 +01:00

bert

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

bert_generation

Adds pretrained IDs directly in the tests (#29534)

2024-03-13 14:53:27 +01:00

bert_japanese

Adds pretrained IDs directly in the tests (#29534)

2024-03-13 14:53:27 +01:00

bertweet

Adds pretrained IDs directly in the tests (#29534)

2024-03-13 14:53:27 +01:00

big_bird

[pytes collection] Fix flax test collection (#34004)

2024-10-07 18:11:13 +02:00

bigbird_pegasus

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

biogpt

Generate: unify LogitsWarper and LogitsProcessor (#32626)

2024-08-16 11:20:41 +01:00

bit

Use self.config_tester.run_common_tests() (#31431)

2024-06-19 10:18:08 +01:00

blenderbot

Forbid PretrainedConfig from saving generate parameters; Update deprecations in generate-related code 🧹 (#32659)

2024-08-23 11:12:53 +01:00

blenderbot_small

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

blip

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

blip_2

BLIP: fix generation after hub update (#34876)

2024-11-25 10:41:55 +01:00

bloom

VLMs: enable generation tests (#33533)

2024-09-19 12:04:24 +02:00

bridgetower

rename all test_processing_*.py to test_processor_*.py (#33878)

2024-10-02 16:43:43 +02:00

bros

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

byt5

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

camembert

VLM: special multimodal Tokenizer (#34461)

2024-11-04 16:37:51 +01:00

canine

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

chameleon

Add image text to text pipeline (#34170)

2024-10-31 15:48:11 -04:00

chinese_clip

adding positional encoder changes and tests (#32600)

2024-09-25 19:05:01 +01:00

clap

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

clip

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

clipseg

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

clvp

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

code_llama

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

codegen

Generation tests: update imagegpt input name, remove unused functions (#33663)

2024-09-24 16:40:48 +01:00

cohere

Add Cohere2 model (#35224)

2024-12-13 09:35:50 +01:00

cohere2

Add Cohere2 model (#35224)

2024-12-13 09:35:50 +01:00

colpali

Add ColPali to 🤗 transformers (#33736)

2024-12-17 11:26:43 +01:00

conditional_detr

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

convbert

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

convnext

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

convnextv2

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

cpm

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

cpmant

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

ctrl

avoid calling gc.collect and cuda.empty_cache (#34514)

2024-10-31 16:36:13 +01:00

cvt

Use self.config_tester.run_common_tests() (#31431)

2024-06-19 10:18:08 +01:00

dac

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

data2vec

Add sdpa for Beit (#34941)

2024-12-17 14:44:47 +01:00

dbrx

Generate: end-to-end compilation (#30788)

2024-07-29 10:52:13 +01:00

deberta

[Deberta/Deberta-v2] Refactor code base to support compile, export, and fix LLM (#22105)

2024-11-25 10:43:16 +01:00

deberta_v2

[Deberta/Deberta-v2] Refactor code base to support compile, export, and fix LLM (#22105)

2024-11-25 10:43:16 +01:00

decision_transformer

Forbid PretrainedConfig from saving generate parameters; Update deprecations in generate-related code 🧹 (#32659)

2024-08-23 11:12:53 +01:00

deformable_detr

Add Image Processor Fast Deformable DETR (#34353)

2024-11-19 11:18:58 -05:00

deit

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

depth_anything

fix(DPT,Depth-Anything) torch.export (#34103)

2024-11-20 11:31:21 +01:00

detr

Fall back to slow image processor in ImageProcessingAuto when no fast processor available (#34785)

2024-12-15 14:00:36 -05:00

diffllama

Add diffllama (#34083)

2025-01-07 11:34:56 +01:00

dinat

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

dinov2

Sdpa dino v2 (#33403)

2024-09-21 01:58:00 +01:00

dinov2_with_registers

Add DINOv2 with registers (#35348)

2024-12-24 13:21:59 +01:00

distilbert

DistilBERT is ExecuTorch compatible (#34475)

2024-11-05 13:41:48 +01:00

dit

Update old existing feature extractor references (#24552)

2023-06-29 10:17:36 +01:00

donut

rename all test_processing_*.py to test_processor_*.py (#33878)

2024-10-02 16:43:43 +02:00

dpr

Remove static pretrained maps from the library's internals (#29112)

2024-03-25 10:33:38 +01:00

dpt

fix(DPT,Depth-Anything) torch.export (#34103)

2024-11-20 11:31:21 +01:00

efficientnet

CI: fix efficientnet pipeline timeout and prevent future similar issues due to large image size (#33123)

2024-08-27 11:58:27 +01:00

electra

[pytes collection] Fix flax test collection (#34004)

2024-10-07 18:11:13 +02:00

encodec

Fix bug when requesting input normalization with EnCodec (#34756)

2025-01-07 11:50:02 +01:00

encoder_decoder

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

ernie

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

esm

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

falcon

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

falcon_mamba

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

fastspeech2_conformer

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

flaubert

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

flava

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

fnet

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

focalnet

Use self.config_tester.run_common_tests() (#31431)

2024-06-19 10:18:08 +01:00

fsmt

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

funnel

update ruff version (#30932)

2024-05-22 06:40:15 +02:00

fuyu

VLMs: enable generation tests - last batch (#34484)

2024-11-21 11:00:22 +01:00

gemma

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

gemma2

[FlexAttention] Update gemma2 (#34942)

2024-11-27 11:50:48 +01:00

git

Add image text to text pipeline (#34170)

2024-10-31 15:48:11 -04:00

glm

Remove @slow for test_eager_matches_sdpa_inference (#34558)

2024-11-05 16:10:42 +01:00

glpn

Add post_process_depth_estimation for GLPN (#34413)

2024-10-28 19:44:20 +01:00

gpt2

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

gpt_bigcode

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

gpt_neo

Generation tests: update imagegpt input name, remove unused functions (#33663)

2024-09-24 16:40:48 +01:00

gpt_neox

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

gpt_neox_japanese

Compile compatibilty for decoder-only models (#32617)

2024-09-09 10:59:04 +02:00

gpt_sw3

🚨 No more default chat templates (#31733)

2024-07-24 17:36:32 +01:00

gptj

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

granite

Fix some fa2 tests (#35340)

2024-12-19 17:05:25 +01:00

granitemoe

Fix some fa2 tests (#35340)

2024-12-19 17:05:25 +01:00

grounding_dino

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

groupvit

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

herbert

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

hiera

🚨 Fix torch.jit.trace for interpolate_pos_encoding in all vision models (#33226)

2024-09-05 16:17:34 +02:00

hubert

Support BatchNorm in Hubert pos_conv_emb as in fairseq (#34389)

2024-12-10 14:18:23 +01:00

ibert

[warnings] fix E721 warnings (#32223)

2024-07-25 15:12:23 +02:00

idefics

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

idefics2

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

idefics3

bugfix Idefics3 processor - handle gracefully cases with text and no images (#35363)

2024-12-23 16:59:01 +01:00

ijepa

Update I-JEPA checkpoints path (#35120)

2024-12-06 13:42:51 +00:00

imagegpt

Simplify running tests in a subprocess (#34213)

2024-10-29 10:48:57 +01:00

informer

tests: fix pytorch tensor placement errors (#33485)

2024-09-25 12:21:53 +01:00

instructblip

BLIP: fix generation after hub update (#34876)

2024-11-25 10:41:55 +01:00

instructblipvideo

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

jamba

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

jetmoe

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

kosmos2

VLMs: enable generation tests - last batch (#34484)

2024-11-21 11:00:22 +01:00

layoutlm

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

layoutlmv2

Fix #34494 assistant tokens when truncated (#34531)

2024-11-05 15:10:15 +00:00

layoutlmv3

Fix #34494 assistant tokens when truncated (#34531)

2024-11-05 15:10:15 +00:00

layoutxlm

Fix #34494 assistant tokens when truncated (#34531)

2024-11-05 15:10:15 +00:00

led

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

levit

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

lilt

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

llama

Fix some fa2 tests (#35340)

2024-12-19 17:05:25 +01:00

llava

VLMs: major clean up 🧼 (#34502)

2025-01-08 10:35:23 +01:00

llava_next

VLMs: major clean up 🧼 (#34502)

2025-01-08 10:35:23 +01:00

llava_next_video

VLMs: major clean up 🧼 (#34502)

2025-01-08 10:35:23 +01:00

llava_onevision

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

longformer

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

longt5

T5 compile compatibilty (#34089)

2024-10-22 08:23:53 +02:00

luke

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

lxmert

Refactor: Removed un-necessary object base class (#32230)

2024-07-26 10:33:02 +02:00

m2m_100

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

mamba

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

mamba2

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

marian

Forbid PretrainedConfig from saving generate parameters; Update deprecations in generate-related code 🧹 (#32659)

2024-08-23 11:12:53 +01:00

markuplm

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

mask2former

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

maskformer

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

mbart

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

mbart50

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

megatron_bert

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

megatron_gpt2

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

mgp_str

Remove repeated prepare_images in processor tests (#33163)

2024-09-09 13:20:27 +01:00

mimi

Fix test_eager_matches_sdpa_inference for XPU backend (#34889)

2024-12-02 16:21:04 +01:00

mistral

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

mixtral

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

mllama

Offloaded cache: fix generate (#34921)

2024-11-28 15:05:56 +01:00

mluke

fix: Updated test_embeded_special_tokens for luke and mluke models (#32413)

2024-08-05 15:19:42 +01:00

mobilebert

MobileBERT is ExecuTorch compatible (#34473)

2024-10-29 16:14:31 +01:00

mobilenet_v1

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

mobilenet_v2

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

mobilevit

Forbid PretrainedConfig from saving generate parameters; Update deprecations in generate-related code 🧹 (#32659)

2024-08-23 11:12:53 +01:00

mobilevitv2

Rename test_model_common_attributes -> test_model_get_set_embeddings (#31321)

2024-06-07 19:40:26 +01:00

modernbert

Add inputs_embeds param to ModernBertModel (#35373)

2025-01-09 14:17:26 +01:00

moshi

VLM: special multimodal Tokenizer (#34461)

2024-11-04 16:37:51 +01:00

mpnet

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

mpt

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

mra

Fix Failed tests with mobile bert resize tokens embedding (#33950)

2024-10-09 11:23:50 +01:00

mt5

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

musicgen

Fix test_eager_matches_sdpa_inference for XPU backend (#34889)

2024-12-02 16:21:04 +01:00

musicgen_melody

Make test_generate_with_static_cache even less flaky (#34995)

2024-12-20 16:03:26 +01:00

mvp

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

myt5

[Red CIs] Fix hub failures (#34001)

2024-10-07 10:56:24 +02:00

nemotron

Remove @slow for test_eager_matches_sdpa_inference (#34558)

2024-11-05 16:10:42 +01:00

nllb

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

nllb_moe

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

nougat

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

nystromformer

update ruff version (#30932)

2024-05-22 06:40:15 +02:00

olmo

Tests: upgrade test_eager_matches_sdpa_generate (#34386)

2024-10-25 11:55:07 +01:00

olmo2

Rename OLMo November to OLMo2 (#34864)

2024-11-25 16:31:22 +01:00

olmoe

Tests: upgrade test_eager_matches_sdpa_generate (#34386)

2024-10-25 11:55:07 +01:00

omdet_turbo

Add support for custom inputs and batched inputs in ProcessorTesterMixin (#33711)

2024-10-01 23:52:03 +02:00

oneformer

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

openai

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

opt

Tests: upgrade test_eager_matches_sdpa_generate (#34386)

2024-10-25 11:55:07 +01:00

owlv2

owlvit/2 dynamic input resolution (#34764)

2024-12-21 08:51:09 +00:00

owlvit

owlvit/2 dynamic input resolution (#34764)

2024-12-21 08:51:09 +00:00

paligemma

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

patchtsmixer

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

patchtst

Rename test_model_common_attributes -> test_model_get_set_embeddings (#31321)

2024-06-07 19:40:26 +01:00

pegasus

Forbid PretrainedConfig from saving generate parameters; Update deprecations in generate-related code 🧹 (#32659)

2024-08-23 11:12:53 +01:00

pegasus_x

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

perceiver

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

persimmon

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

phi

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

phi3

More model refactoring! (#35359)

2025-01-09 11:09:09 +01:00

phimoe

fix red check-copies (#33964)

2024-10-04 22:45:37 +02:00

phobert

Adds pretrained IDs directly in the tests (#29534)

2024-03-13 14:53:27 +01:00

pix2struct

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

pixtral

[PixtralLarge] Update Pixtral conversion script to support large format! (#34801)

2025-01-08 17:39:47 +01:00

plbart

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

poolformer

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

pop2piano

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

prophetnet

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

pvt

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

pvt_v2

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

qwen2

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

qwen2_audio

[Qwen2Audio] handle input ids expansion during processing (#35534)

2025-01-07 16:47:27 +01:00

qwen2_moe

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

qwen2_vl

Fix Qwen2VL processor to handle odd number of frames (#35431)

2025-01-08 13:49:00 +01:00

rag

[tests] make cuda-only tests device-agnostic (#35222)

2024-12-18 10:14:22 +01:00

recurrent_gemma

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

reformer

Generation tests: don't rely on main input name (#34228)

2024-10-21 10:00:14 +02:00

regnet

[pytes collection] Fix flax test collection (#34004)

2024-10-07 18:11:13 +02:00

rembert

VLM: special multimodal Tokenizer (#34461)

2024-11-04 16:37:51 +01:00

resnet

[pytes collection] Fix flax test collection (#34004)

2024-10-07 18:11:13 +02:00

roberta

Roberta is ExecuTorch compatible (#34425)

2024-10-30 08:36:45 +00:00

roberta_prelayernorm

[pytes collection] Fix flax test collection (#34004)

2024-10-07 18:11:13 +02:00

roc_bert

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

roformer

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

rt_detr

Fall back to slow image processor in ImageProcessingAuto when no fast processor available (#34785)

2024-12-15 14:00:36 -05:00

rwkv

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

sam

uniformize kwargs for SAM (#34578)

2024-12-23 13:54:57 +01:00

seamless_m4t

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

seamless_m4t_v2

Make test_generate_with_static_cache even less flaky (#34995)

2024-12-20 16:03:26 +01:00

segformer

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

seggpt

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

sew

Fix parametrization-based weight norm (#33275)

2024-09-17 08:05:21 +02:00

sew_d

Fix parametrization-based weight norm (#33275)

2024-09-17 08:05:21 +02:00

siglip

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

speech_encoder_decoder

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

speech_to_text

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

speecht5

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

splinter

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

squeezebert

Refactor: Removed un-necessary object base class (#32230)

2024-07-26 10:33:02 +02:00

stablelm

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

starcoder2

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

superpoint

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

swiftformer

Rename test_model_common_attributes -> test_model_get_set_embeddings (#31321)

2024-06-07 19:40:26 +01:00

swin

Use self.config_tester.run_common_tests() (#31431)

2024-06-19 10:18:08 +01:00

swin2sr

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

swinv2

Fix dtype casting in swinv2 and swinv2sr to allow non-FP32 inference (#31589)

2024-06-26 18:46:48 +01:00

switch_transformers

T5 compile compatibilty (#34089)

2024-10-22 08:23:53 +02:00

t5

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

table_transformer

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

tapas

Aurevoir PyTorch 1 (#35358)

2024-12-20 14:36:31 +01:00

textnet

Add TextNet (#34979)

2025-01-08 09:52:51 +01:00

time_series_transformer

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

timesformer

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

timm_backbone

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

timm_wrapper

Enable auto task for timm models in pipeline (#35531)

2025-01-08 15:14:17 +00:00

trocr

🚨🚨🚨 Uniformize kwargs for TrOCR Processor (#34587)

2024-11-29 11:58:11 +00:00

tvp

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

udop

Fix #34494 assistant tokens when truncated (#34531)

2024-11-05 15:10:15 +00:00

umt5

Tests: move generate tests to the right mixin and delete redundant tests (#34464)

2024-10-30 10:59:08 +00:00

unispeech

Remove trust_remote_code when loading Libri Dummy (#31748)

2024-07-23 14:54:38 +08:00

unispeech_sat

Remove trust_remote_code when loading Libri Dummy (#31748)

2024-07-23 14:54:38 +08:00

univnet

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

upernet

Fix flaky test_batching_equivalence (#35564)

2025-01-09 14:00:08 +01:00

video_llava

VLMs: major clean up 🧼 (#34502)

2025-01-08 10:35:23 +01:00

videomae

Remove @slow for test_eager_matches_sdpa_inference (#34558)

2024-11-05 16:10:42 +01:00

vilt

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

vipllava

VLMs: major clean up 🧼 (#34502)

2025-01-08 10:35:23 +01:00

vision_encoder_decoder

🚨All attention refactor🚨 (#35235)

2024-12-18 16:53:39 +01:00

vision_text_dual_encoder

Fall back to slow image processor in ImageProcessingAuto when no fast processor available (#34785)

2024-12-15 14:00:36 -05:00

visual_bert

update ruff version (#30932)

2024-05-22 06:40:15 +02:00

vit

[pytes collection] Fix flax test collection (#34004)

2024-10-07 18:11:13 +02:00

vit_mae

Fix ViT-MAE decoder interpolate (#33330)

2024-09-30 18:47:13 +02:00

vit_msn

Rename test_model_common_attributes -> test_model_get_set_embeddings (#31321)

2024-06-07 19:40:26 +01:00

vitdet

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

vitmatte

Update kwargs validation for preprocess with decorator (#32024)

2024-08-06 11:33:05 +01:00

vitpose

Add ViTPose (#30530)

2025-01-08 16:02:14 +00:00

vitpose_backbone

Add ViTPose (#30530)

2025-01-08 16:02:14 +00:00

vits

Generate tests: modality-agnostic input preparation (#33685)

2024-10-03 14:01:24 +01:00

vivit

Add sdpa for Vivit (#33757)

2024-10-15 11:27:54 +02:00

wav2vec2

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

wav2vec2_bert

Uniformize model processors (#31368)

2024-10-02 10:41:08 +02:00

wav2vec2_conformer

Remove trust_remote_code when loading Libri Dummy (#31748)

2024-07-23 14:54:38 +08:00

wav2vec2_phoneme

clean_up_tokenization_spaces=False if unset (#31938)

2024-09-26 19:38:20 +02:00

wav2vec2_with_lm

Pass datasets trust_remote_code (#31406)

2024-06-17 17:29:13 +01:00

wavlm

Remove trust_remote_code when loading Libri Dummy (#31748)

2024-07-23 14:54:38 +08:00

whisper

[Whisper] 🚨 Fix whisper decoding 🚨 (#34135)

2024-12-18 14:13:21 +01:00

x_clip

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

xglm

avoid calling gc.collect and cuda.empty_cache (#34514)

2024-10-31 16:36:13 +01:00

xlm

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

xlm_roberta

[RoBERTa-based] Add support for sdpa (#30510)

2024-08-28 10:26:00 +02:00

xlm_roberta_xl

Tests: upgrade test_eager_matches_sdpa_generate (#34386)

2024-10-25 11:55:07 +01:00

xlnet

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

xmod

Make pipeline able to load processor (#32514)

2024-10-09 16:46:11 +01:00

yolos

[tests] fix "Tester object has no attribute '_testMethodName'" (#34910)

2024-12-13 14:33:45 +01:00

yoso

Skip tests properly (#31308)

2024-06-26 21:59:08 +01:00

zamba

Zamba new attention standard (#35375)

2025-01-07 10:08:45 +01:00

zoedepth

Add post_process_depth_estimation to image processors and support ZoeDepth's inference intricacies (#32550)

2024-10-22 15:50:54 +02:00

__init__.py

Move test model folders (#17034)

2022-05-03 14:42:02 +02:00