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Files changed (13) hide show
  1. app.py +1 -1
  2. configs/clm_models/agent_7b_sft.yaml +1 -1
  3. configs/detokenizer/detokenizer_sdxl_qwen_vit_adapted.yaml +2 -1
  4. configs/tokenizer/clm_llama_tokenizer.yaml +2 -1
  5. pretrained/cvlm_llama2_tokenizer/added_tokens.json +0 -68
  6. pretrained/cvlm_llama2_tokenizer/special_tokens_map.json +0 -40
  7. pretrained/cvlm_llama2_tokenizer/tokenizer.model +0 -3
  8. pretrained/cvlm_llama2_tokenizer/tokenizer_config.json +0 -573
  9. pretrained/detokenizer/detokenizer_george_adapted/checkpoint-4000/pytorch_model.bin +0 -3
  10. pretrained/seed_story/george_sft/pytorch_model.bin +0 -3
  11. src/models/qwen_visual.py +14 -6
  12. src/models_clm/models.py +15 -3
  13. src/models_ipa/adapter_modules.py +16 -5
app.py CHANGED
@@ -73,7 +73,7 @@ class Arguments:
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  default='configs/detokenizer/detokenizer_sdxl_qwen_vit_adapted.yaml',
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  metadata={"help": "config path of sd adapter"})
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  agent: Optional[str] = field(default='configs/clm_models/agent_7b_sft.yaml',
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- metadata={"help": "config path of agent model"})
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  diffusion_path: Optional[str] = field(default='stabilityai/stable-diffusion-xl-base-1.0',
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  metadata={"help": "diffusion model path"})
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  port: Optional[str] = field(default=80, metadata={"help": "network port"})
 
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  default='configs/detokenizer/detokenizer_sdxl_qwen_vit_adapted.yaml',
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  metadata={"help": "config path of sd adapter"})
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  agent: Optional[str] = field(default='configs/clm_models/agent_7b_sft.yaml',
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+ metadata={"help": "Hugging Face model path of agent model"})
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  diffusion_path: Optional[str] = field(default='stabilityai/stable-diffusion-xl-base-1.0',
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  metadata={"help": "diffusion model path"})
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  port: Optional[str] = field(default=80, metadata={"help": "network port"})
configs/clm_models/agent_7b_sft.yaml CHANGED
@@ -15,4 +15,4 @@ output_resampler:
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  lm_loss_scale: 1.0
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  rec_loss_scale: 1.0
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- pretrained_model_path: pretrained/seed_story/george_sft/pytorch_model.bin
 
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  lm_loss_scale: 1.0
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  rec_loss_scale: 1.0
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+ pretrained_model_path: TencentARC/SEED-Story
configs/detokenizer/detokenizer_sdxl_qwen_vit_adapted.yaml CHANGED
@@ -12,4 +12,5 @@ resampler:
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  output2_dim: 1280
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  ff_mult: 4
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- pretrained_model_path: pretrained/detokenizer/detokenizer_george_adapted/checkpoint-4000/pytorch_model.bin
 
 
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  output2_dim: 1280
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  ff_mult: 4
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+ pretrained_model_path: TencentARC/SEED-Story
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+ subfolder: detokenizer/detokenizer_george_adapted/checkpoint-4000
configs/tokenizer/clm_llama_tokenizer.yaml CHANGED
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- pretrained_model_name_or_path: pretrained/cvlm_llama2_tokenizer
 
 
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  _target_: transformers.LlamaTokenizer.from_pretrained
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439
- "lstrip": false,
440
- "normalized": true,
441
- "rstrip": false,
442
- "single_word": false,
443
- "special": false
444
- },
445
- "32052": {
446
- "content": "<img_00052>",
447
- "lstrip": false,
448
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449
- "rstrip": false,
450
- "single_word": false,
451
- "special": false
452
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454
- "content": "<img_00053>",
455
- "lstrip": false,
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457
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459
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460
- },
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462
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463
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465
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- "single_word": false,
467
- "special": false
468
- },
469
- "32055": {
470
- "content": "<img_00055>",
471
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472
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473
- "rstrip": false,
474
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475
- "special": false
476
- },
477
- "32056": {
478
- "content": "<img_00056>",
479
- "lstrip": false,
480
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481
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482
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484
- },
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486
- "content": "<img_00057>",
487
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488
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489
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490
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491
- "special": false
492
- },
493
- "32058": {
494
- "content": "<img_00058>",
495
- "lstrip": false,
496
- "normalized": true,
497
- "rstrip": false,
498
- "single_word": false,
499
- "special": false
500
- },
501
- "32059": {
502
- "content": "<img_00059>",
503
- "lstrip": false,
504
- "normalized": true,
505
- "rstrip": false,
506
- "single_word": false,
507
- "special": false
508
- },
509
- "32060": {
510
- "content": "<img_00060>",
511
- "lstrip": false,
512
- "normalized": true,
513
- "rstrip": false,
514
- "single_word": false,
515
- "special": false
516
- },
517
- "32061": {
518
- "content": "<img_00061>",
519
- "lstrip": false,
520
- "normalized": true,
521
- "rstrip": false,
522
- "single_word": false,
523
- "special": false
524
- },
525
- "32062": {
526
- "content": "<img_00062>",
527
- "lstrip": false,
528
- "normalized": true,
529
- "rstrip": false,
530
- "single_word": false,
531
- "special": false
532
- },
533
- "32063": {
534
- "content": "<img_00063>",
535
- "lstrip": false,
536
- "normalized": true,
537
- "rstrip": false,
538
- "single_word": false,
539
- "special": false
540
- },
541
- "32064": {
542
- "content": "<img>",
543
- "lstrip": false,
544
- "normalized": false,
545
- "rstrip": false,
546
- "single_word": false,
547
- "special": true
548
- },
549
- "32065": {
550
- "content": "</img>",
551
- "lstrip": false,
552
- "normalized": false,
553
- "rstrip": false,
554
- "single_word": false,
555
- "special": true
556
- }
557
- },
558
- "additional_special_tokens": [
559
- "<img>",
560
- "</img>"
561
- ],
562
- "bos_token": "<s>",
563
- "clean_up_tokenization_spaces": false,
564
- "eos_token": "</s>",
565
- "legacy": false,
566
- "model_max_length": 1000000000000000019884624838656,
567
- "pad_token": "<unk>",
568
- "sp_model_kwargs": {},
569
- "spaces_between_special_tokens": false,
570
- "tokenizer_class": "LlamaTokenizer",
571
- "unk_token": "<unk>",
572
- "use_default_system_prompt": false
573
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
pretrained/detokenizer/detokenizer_george_adapted/checkpoint-4000/pytorch_model.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:785d4e670ccfdce33b493d0aada60ee5c116918468098b2ed82ae2c28f31e423
3
- size 6471628187
 
 
 
 
pretrained/seed_story/george_sft/pytorch_model.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:c7e46794a2aab38f3f59484a4f4bb4c839217ef17c4329977b0a11839f462b94
3
- size 14709979626
 
 
 
 
src/models/qwen_visual.py CHANGED
@@ -411,13 +411,21 @@ class VisionTransformerWithAttnPool(nn.Module):
411
  return self(images)
412
 
413
  @classmethod
414
- def from_pretrained(cls, pretrained_model_path=None, **kawrgs):
415
- model = cls(**kawrgs)
 
416
  if pretrained_model_path is not None:
417
- ckpt = torch.load(pretrained_model_path, map_location='cpu')
418
- missing, unexpected = model.load_state_dict(ckpt, strict=False)
419
- print('Load ckpt of qwen visual encoder')
420
- print('missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
 
 
 
 
 
 
 
421
 
422
  return model
423
 
 
411
  return self(images)
412
 
413
  @classmethod
414
+ def from_pretrained(cls, pretrained_model_path=None, subfolder=None, **kwargs):
415
+ model = cls(**kwargs)
416
+
417
  if pretrained_model_path is not None:
418
+ # Load model from Hugging Face Hub with subfolder specification
419
+ if 'TencentARC/SEED-Story' in pretrained_model_path:
420
+ # Use `subfolder` to specify the location within the repository
421
+ ckpt = AutoModel.from_pretrained(pretrained_model_path, subfolder=subfolder)
422
+ missing, unexpected = model.load_state_dict(ckpt.state_dict(), strict=False)
423
+ print('Detokenizer model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
424
+ else:
425
+ # For local path loading
426
+ ckpt = torch.load(pretrained_model_path, map_location='cpu')
427
+ missing, unexpected = model.load_state_dict(ckpt, strict=False)
428
+ print('Detokenizer model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
429
 
430
  return model
431
 
src/models_clm/models.py CHANGED
@@ -2,6 +2,7 @@ import torch
2
  import torch.nn as nn
3
  from transformers import LlamaForCausalLM, LlamaConfig
4
  from transformers import LogitsProcessor, LogitsProcessorList
 
5
  from .generation import AutoImageTokenGenerationProcessor
6
  import torch.nn.functional as F
7
 
@@ -220,13 +221,24 @@ class ContinuousLVLM(nn.Module):
220
  'past_key_values': output_past_key_values
221
  }
222
 
 
223
  @classmethod
224
  def from_pretrained(cls, llm, input_resampler, output_resampler, pretrained_model_path=None, **kwargs):
225
  model = cls(llm=llm, input_resampler=input_resampler, output_resampler=output_resampler, **kwargs)
 
226
  if pretrained_model_path is not None:
227
- ckpt = torch.load(pretrained_model_path, map_location='cpu')
228
- missing, unexpected = model.load_state_dict(ckpt, strict=False)
229
- print('agent model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
 
 
 
 
 
 
 
 
 
230
  return model
231
 
232
 
 
2
  import torch.nn as nn
3
  from transformers import LlamaForCausalLM, LlamaConfig
4
  from transformers import LogitsProcessor, LogitsProcessorList
5
+ from transformers import AutoModel
6
  from .generation import AutoImageTokenGenerationProcessor
7
  import torch.nn.functional as F
8
 
 
221
  'past_key_values': output_past_key_values
222
  }
223
 
224
+
225
  @classmethod
226
  def from_pretrained(cls, llm, input_resampler, output_resampler, pretrained_model_path=None, **kwargs):
227
  model = cls(llm=llm, input_resampler=input_resampler, output_resampler=output_resampler, **kwargs)
228
+
229
  if pretrained_model_path is not None:
230
+ # Check if the path is intended for Hugging Face Hub
231
+ if 'TencentARC/SEED-Story' in pretrained_model_path:
232
+ # Load from a specific subfolder within the Hugging Face repository
233
+ ckpt = AutoModel.from_pretrained(pretrained_model_path, subfolder="seed_story/george_sft")
234
+ missing, unexpected = model.load_state_dict(ckpt.state_dict(), strict=False)
235
+ print('Agent model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
236
+ else:
237
+ # For local path loading
238
+ ckpt = torch.load(pretrained_model_path, map_location='cpu')
239
+ missing, unexpected = model.load_state_dict(ckpt, strict=False)
240
+ print('Agent model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
241
+
242
  return model
243
 
244
 
src/models_ipa/adapter_modules.py CHANGED
@@ -20,6 +20,7 @@ else:
20
  from diffusers.loaders import LoraLoaderMixin
21
  from diffusers.models.lora import LoRALinearLayer
22
  from diffusers.models.unet_2d_blocks import DownBlock2D
 
23
 
24
 
25
  # from .pipeline_stable_diffusion_xl_t2i_edit import StableDiffusionXLText2ImageAndEditPipeline
@@ -348,12 +349,22 @@ class SDXLAdapter(nn.Module):
348
  return image_embeds, pooled_image_embeds
349
 
350
  @classmethod
351
- def from_pretrained(cls, unet, resampler, pretrained_model_path=None, **kwargs):
352
- model = cls(unet=unet, resampler=resampler, **kwargs)
 
353
  if pretrained_model_path is not None:
354
- ckpt = torch.load(pretrained_model_path, map_location='cpu')
355
- missing, unexpected = model.load_state_dict(ckpt, strict=False)
356
- print('missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
 
 
 
 
 
 
 
 
 
357
  return model
358
 
359
  def init_pipe(self,
 
20
  from diffusers.loaders import LoraLoaderMixin
21
  from diffusers.models.lora import LoRALinearLayer
22
  from diffusers.models.unet_2d_blocks import DownBlock2D
23
+ from transformers import AutoModel
24
 
25
 
26
  # from .pipeline_stable_diffusion_xl_t2i_edit import StableDiffusionXLText2ImageAndEditPipeline
 
349
  return image_embeds, pooled_image_embeds
350
 
351
  @classmethod
352
+ def from_pretrained(cls, pretrained_model_path=None, subfolder=None, **kwargs):
353
+ model = cls(**kwargs)
354
+
355
  if pretrained_model_path is not None:
356
+ # Load model from Hugging Face Hub with subfolder specification
357
+ if 'TencentARC/SEED-Story' in pretrained_model_path:
358
+ # Use `subfolder` to specify the location within the repository
359
+ ckpt = AutoModel.from_pretrained(pretrained_model_path, subfolder=subfolder)
360
+ missing, unexpected = model.load_state_dict(ckpt.state_dict(), strict=False)
361
+ print('Detokenizer model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
362
+ else:
363
+ # For local path loading
364
+ ckpt = torch.load(pretrained_model_path, map_location='cpu')
365
+ missing, unexpected = model.load_state_dict(ckpt, strict=False)
366
+ print('Detokenizer model, missing keys: ', len(missing), 'unexpected keys:', len(unexpected))
367
+
368
  return model
369
 
370
  def init_pipe(self,