Minho Ryu eca74d1367 [WIP] add deepseek-v3 (#35926) ...

* init commit

* style

* take comments into account

* add deepseekv3 modeling

* remove redundant code

* apply make style

* apply fix-copies

* make format

* add init files

* rename deepseekv3 into deepseek_v3 based on its model_type

* rename deepseekv3 into deepseek_v3 based on its model_type

* deepseek-v3 not deepseek_v3

* set model_type as deepseek_v3

* use default docs

* apply make

* fill type and docstring

* add rope_config_validation

* use custom DeepseekV3MLP

* hold code only for checkpoints congifuration; remove redundant

* revise rope yarn for DeepSeek variation

* rename DeepSeek-V3

* some refactoring

* revise load_hook to work properly; make moe func trainable; use llama instead of mixtral

* fix attention forward

* use -1 for not-changing dim when to use exapnd

* refactor DeepseekV3TopkRouter

* use reshape_for_rope instead of load_hook; revise attention forward for TP; rename q_head_dim with qk_head_dim

* register pre_hook and hook both

* make style

* use n_shared_experts

* Update src/transformers/models/deepseek_v3/configuration_deepseek_v3.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* add test file

* update modeling_file according to modular file

* make style

* add mapping for DeepseekV3ForSequenceClassification

* remove aux_loss_alpha

* add deepseek_v3 for perf

* add deepseek_v3

* rename test as deepseekv3

* use tiny-deepseek-v3

* remove DeepseekV3ForSequenceClassification

* cache before padding

* remote output_router_logits

* Revert "remote output_router_logits"

This reverts commit f264f800d04950390db8413b9efb24cef8186330.

* remove output_router_logits

* make e_score_correction_bias as buffer

* skip tests not compatible

* make style

* make e_score_correction_bias as buffer

* use rope_interleave instead of load_hook

* skip tests not compatible with MLA

* add doc for rope_interleave

* fix typo

* remove torch.no_grad for selecting topk

* fix post merge issue

* mrege with main and simplify

* nits

* final

* small fixes

* fix

* support TP better

* stash

* changes currently requires

* remove synch

* more fixes for TP

* temp fix for TP : some attention layers's FP8 scales are too small + shared is local colwise and anything is local if FP8 because weights are used

* updates to have generation work!

* push most of the changes

* reorder functions + call for contributions!

* update readme

* nits

* update

* ruff was updated on main

* merge with main and fix copies

* revert unrelated changes

* route all tokens to all experts when testing to avoid no gradient iddues

* finish fixing all tests

* fixup

* nit

* clean config

* last readme changes

* nit

* do cnit

* typo

* last nit

* one more one more

---------

Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: arthur@huggingface.co <arthur@ip-26-0-165-131.ec2.internal>

2025-03-28 15:56:59 +01:00

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albert.md

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align.md

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audio-spectrogram-transformer.md

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auto.md

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autoformer.md

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aya_vision.md

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bamba.md

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decision_transformer.md

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deepseek_v3.md

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deformable_detr.md

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deit.md

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depth_anything_v2.md

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dinov2_with_registers.md

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dinov2.md

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distilbert.md

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granitemoeshared.md

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nemotron.md

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nezha.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

nllb-moe.md

[docs] Redesign (#31757)

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nllb.md

[docs] Redesign (#31757)

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nougat.md

[docs] Redesign (#31757)

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nystromformer.md

[docs] Redesign (#31757)

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olmo2.md

[docs] Redesign (#31757)

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olmo.md

[docs] Redesign (#31757)

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olmoe.md

[docs] Redesign (#31757)

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omdet-turbo.md

[docs] Redesign (#31757)

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oneformer.md

[docs] Redesign (#31757)

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open-llama.md

[docs] Redesign (#31757)

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openai-gpt.md

[docs] Redesign (#31757)

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opt.md

[docs] Redesign (#31757)

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owlv2.md

[docs] Redesign (#31757)

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owlvit.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

paligemma.md

[docs] Attention mask image (#36970)

2025-03-26 10:11:34 -07:00

patchtsmixer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

patchtst.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pegasus_x.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pegasus.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

perceiver.md

[docs] Redesign (#31757)

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persimmon.md

[docs] Redesign (#31757)

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phi3.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

phi4_multimodal.md

Add Phi4 multimodal (#36939)

2025-03-25 09:55:21 +01:00

phi.md

[docs] Redesign (#31757)

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phimoe.md

[docs] Redesign (#31757)

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phobert.md

[docs] Redesign (#31757)

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pix2struct.md

[docs] Redesign (#31757)

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pixtral.md

[docs] Redesign (#31757)

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plbart.md

[docs] Redesign (#31757)

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poolformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pop2piano.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

prompt_depth_anything.md

Add Prompt Depth Anything Model (#35401)

2025-03-20 16:12:44 +00:00

prophetnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pvt_v2.md

[docs] Redesign (#31757)

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pvt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qdqbert.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

qwen2_5_vl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qwen2_audio.md

[qwen2 audio] remove redundant code and update docs (#36282)

2025-03-20 10:54:51 +00:00

qwen2_moe.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

qwen2_vl.md

[docs] Redesign (#31757)

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qwen2.md

[docs] Redesign (#31757)

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rag.md

[docs] Redesign (#31757)

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realm.md

[docs] Redesign (#31757)

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recurrent_gemma.md

[docs] Redesign (#31757)

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reformer.md

[docs] Redesign (#31757)

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regnet.md

[docs] Redesign (#31757)

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rembert.md

[docs] Redesign (#31757)

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resnet.md

[docs] Redesign (#31757)

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retribert.md

[docs] Redesign (#31757)

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roberta-prelayernorm.md

[docs] Redesign (#31757)

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roberta.md

[docs] Redesign (#31757)

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roc_bert.md

[docs] Redesign (#31757)

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roformer.md

[docs] Redesign (#31757)

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rt_detr_v2.md

[docs] Redesign (#31757)

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rt_detr.md

[docs] Redesign (#31757)

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rwkv.md

[docs] Redesign (#31757)

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sam.md

[docs] Redesign (#31757)

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seamless_m4t_v2.md

[docs] Redesign (#31757)

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seamless_m4t.md

[docs] Redesign (#31757)

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segformer.md

[docs] Redesign (#31757)

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seggpt.md

[docs] Redesign (#31757)

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sew-d.md

[docs] Redesign (#31757)

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sew.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

shieldgemma2.md

Shieldgemma2 (#36678)

2025-03-20 15:14:38 +01:00

siglip2.md

[docs] Redesign (#31757)

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siglip.md

[docs] Redesign (#31757)

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smolvlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

speech_to_text_2.md

Deprecate low use models (#30781)

2024-05-28 18:07:07 +01:00

speech_to_text.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

speech-encoder-decoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

speecht5.md

[docs] Redesign (#31757)

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splinter.md

[docs] Redesign (#31757)

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squeezebert.md

[docs] Redesign (#31757)

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stablelm.md

[docs] Redesign (#31757)

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starcoder2.md

[docs] Redesign (#31757)

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superglue.md

[docs] Redesign (#31757)

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superpoint.md

[docs] Redesign (#31757)

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swiftformer.md

[docs] Redesign (#31757)

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swin2sr.md

[docs] Redesign (#31757)

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swin.md

[docs] Redesign (#31757)

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swinv2.md

[docs] Redesign (#31757)

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switch_transformers.md

[docs] Redesign (#31757)

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t5.md

[docs] Redesign (#31757)

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t5v1.1.md

[docs] Redesign (#31757)

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table-transformer.md

[docs] Redesign (#31757)

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tapas.md

[docs] Redesign (#31757)

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tapex.md

[docs] Redesign (#31757)

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textnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

time_series_transformer.md

[docs] Redesign (#31757)

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timesformer.md

[docs] Redesign (#31757)

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timm_wrapper.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

trajectory_transformer.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

transfo-xl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

trocr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tvlt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tvp.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

udop.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

ul2.md

[docs] Redesign (#31757)

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umt5.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

unispeech-sat.md

[docs] Redesign (#31757)

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unispeech.md

[docs] Redesign (#31757)

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univnet.md

[docs] Redesign (#31757)

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upernet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

van.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

video_llava.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

videomae.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

vilt.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vipllava.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vision-encoder-decoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vision-text-dual-encoder.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

visual_bert.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

vit_hybrid.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vit_mae.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

vit_msn.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

vit.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

vitdet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vitmatte.md

[docs] Redesign (#31757)

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vitpose.md

[docs] Redesign (#31757)

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vits.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

vivit.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

wav2vec2_phoneme.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wav2vec2-bert.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wav2vec2-conformer.md

[docs] Redesign (#31757)

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wav2vec2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

wavlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

whisper.md

[docs] Model docs (#36469)

2025-03-21 15:35:22 -07:00

xclip.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xglm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-prophetnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-roberta-xl.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-roberta.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm-v.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlm.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlnet.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xls_r.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xlsr_wav2vec2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

xmod.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

yolos.md

Refactor Attention implementation for ViT-based models (#36545)

2025-03-20 15:15:01 +00:00

yoso.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

zamba2.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

zamba.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

zoedepth.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00