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  1. .gitattributes +37 -0
  2. README.md +247 -0
  3. adapter_config.json +38 -0
  4. adapter_model.safetensors +3 -0
  5. colgemma.png +3 -0
  6. colgemma4/__init__.py +2 -0
  7. colgemma4/modeling_colgemma4.py +90 -0
  8. colgemma4/processing_colgemma4.py +177 -0
  9. hydra_gemma4.py +392 -0
  10. lm_head.pt +3 -0
  11. processor_config.json +72 -0
  12. results/v1/VidoreArxivQARetrieval.json +167 -0
  13. results/v1/VidoreDocVQARetrieval.json +167 -0
  14. results/v1/VidoreInfoVQARetrieval.json +167 -0
  15. results/v1/VidoreShiftProjectRetrieval.json +167 -0
  16. results/v1/VidoreSyntheticDocQAAIRetrieval.json +167 -0
  17. results/v1/VidoreSyntheticDocQAEnergyRetrieval.json +167 -0
  18. results/v1/VidoreSyntheticDocQAGovernmentReportsRetrieval.json +167 -0
  19. results/v1/VidoreSyntheticDocQAHealthcareIndustryRetrieval.json +167 -0
  20. results/v1/VidoreTabfquadRetrieval.json +167 -0
  21. results/v1/VidoreTatdqaRetrieval.json +167 -0
  22. results/v2/Vidore2BioMedicalLecturesRetrieval.json +632 -0
  23. results/v2/Vidore2ESGReportsHLRetrieval.json +167 -0
  24. results/v2/Vidore2ESGReportsRetrieval.json +632 -0
  25. results/v2/Vidore2EconomicsReportsRetrieval.json +632 -0
  26. results/v3/Vidore3ComputerScienceRetrieval.json +942 -0
  27. results/v3/Vidore3EnergyRetrieval.json +942 -0
  28. results/v3/Vidore3FinanceEnRetrieval.json +942 -0
  29. results/v3/Vidore3FinanceFrRetrieval.json +942 -0
  30. results/v3/Vidore3HrRetrieval.json +942 -0
  31. results/v3/Vidore3IndustrialRetrieval.json +942 -0
  32. results/v3/Vidore3PharmaceuticalsRetrieval.json +942 -0
  33. results/v3/Vidore3PhysicsRetrieval.json +942 -0
  34. tokenizer.json +3 -0
  35. tokenizer_config.json +95 -0
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
2
+ language:
3
+ - en
4
+ - de
5
+ - es
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+ - fr
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+ - it
8
+ license: apache-2.0
9
+ arxiv: 2407.01449
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+ library_name: colpali_engine
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+ tags:
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+ - colbert
13
+ - visual-retrieval
14
+ - document-retrieval
15
+ - gemma4
16
+ - lora
17
+ - colpali
18
+ - late-interaction
19
+ - multi-vector
20
+ - colpali_engine
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+ pipeline_tag: visual-document-retrieval
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+ base_model: google/gemma-4-E4B-it
23
+ datasets:
24
+ - vidore/colpali_train_set
25
+ - openbmb/VisRAG-Ret-Train-Synthetic-data
26
+ - openbmb/VisRAG-Ret-Train-In-domain-data
27
+ - llamaindex/vdr-multilingual-train
28
+ ---
29
+
30
+ <p align="center">
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+ <img src="colgemma.png" alt="ColGemma-4" width="500"/>
32
+ </p>
33
+
34
+ # ColGemma4-E4B-IT-Base
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+
36
+ > See also: [ColGemma4-E2B-IT-Base](https://huggingface.co/athrael-soju/ColGemma4-E2B-IT-Base) (smaller 2.3B-effective variant)
37
+
38
+ **ColGemma4** is a visual document retrieval model built on [Google's Gemma 4 E4B](https://huggingface.co/google/gemma-4-E4B-it) (9B params, 4.5B effective). It generates [ColBERT](https://arxiv.org/abs/2004.12832)-style multi-vector representations of document images and text queries for late-interaction retrieval.
39
+
40
+ Single-seed LoRA adapter trained with ColbertLoss, no hard negatives, no model merging.
41
+
42
+ > Built following the [ColPali](https://arxiv.org/abs/2407.01449) architecture pattern, adapted for Gemma 4's multimodal architecture.
43
+
44
+ ## Model Description
45
+
46
+ | Property | Value |
47
+ |----------|-------|
48
+ | Base model | `google/gemma-4-E4B-it` (9B total, 4.5B effective) |
49
+ | Architecture | ColBERT late-interaction over Gemma 4 VLM |
50
+ | Embedding dim | 128 |
51
+ | Visual tokens | 1120 (max soft tokens) |
52
+ | Fine-tuning | LoRA (r=32, alpha=32, dropout=0.1) |
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+ | Trainable params | 73.4M (0.95% of total) |
54
+ | Projection | Random-init linear (hidden_size -> 128), not trained |
55
+ | Training loss | ColbertLoss (temperature=0.02, in-batch negatives only) |
56
+ | Precision | BF16 |
57
+
58
+ ## Benchmark Results
59
+
60
+ All scores are **nDCG@5** on the [ViDoRe benchmark](https://huggingface.co/spaces/vidore/vidore-leaderboard).
61
+
62
+ ### ViDoRe V1
63
+
64
+ | Task | nDCG@5 | nDCG@10 |
65
+ |------|--------|---------|
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+ | ArxivQA | 84.53 | 85.57 |
67
+ | DocVQA | 57.70 | 59.87 |
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+ | InfoVQA | 90.84 | 91.12 |
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+ | ShiftProject | 84.45 | 85.17 |
70
+ | SyntheticDocQA - AI | 97.89 | 97.89 |
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+ | SyntheticDocQA - Energy | 94.40 | 95.01 |
72
+ | SyntheticDocQA - Government | 96.58 | 96.58 |
73
+ | SyntheticDocQA - Healthcare | 97.89 | 97.89 |
74
+ | Tabfquad | 92.37 | 92.84 |
75
+ | Tatdqa | 76.72 | 78.93 |
76
+ | **Average** | **87.34** | **88.09** |
77
+
78
+ ### ViDoRe V2
79
+
80
+ | Task | nDCG@5 | nDCG@10 |
81
+ |------|--------|---------|
82
+ | BioMedical Lectures | 57.06 | 59.48 |
83
+ | ESG Reports - HL | 57.96 | 61.07 |
84
+ | ESG Reports | 47.51 | 51.59 |
85
+ | Economics Reports | 39.76 | 42.46 |
86
+ | **Average** | **50.57** | **53.65** |
87
+
88
+ ### ViDoRe V3
89
+
90
+ | Task | nDCG@5 | nDCG@10 |
91
+ |------|--------|---------|
92
+ | Computer Science | 63.55 | 67.76 |
93
+ | Energy | 59.64 | 62.55 |
94
+ | Finance En | 51.05 | 53.96 |
95
+ | Finance Fr | 41.05 | 44.64 |
96
+ | HR | 52.60 | 55.17 |
97
+ | Pharmaceuticals | 55.98 | 57.42 |
98
+ | Physics | 43.37 | 46.11 |
99
+ | Industrial | 41.52 | 42.98 |
100
+ | **Average** | **51.10** | **53.82** |
101
+
102
+ ## Usage
103
+
104
+ ### Installation
105
+
106
+ ```bash
107
+ pip install colpali-engine transformers torch peft
108
+ ```
109
+
110
+ ### Loading the Model
111
+
112
+ ```python
113
+ import torch
114
+ from colgemma4 import ColGemma4, ColGemma4Processor
115
+
116
+ model = ColGemma4.from_pretrained(
117
+ "athrael-soju/ColGemma4-E4B-IT-Base",
118
+ torch_dtype=torch.bfloat16,
119
+ device_map="auto",
120
+ attn_implementation="sdpa",
121
+ ignore_mismatched_sizes=True,
122
+ )
123
+
124
+ processor = ColGemma4Processor.from_pretrained(
125
+ "athrael-soju/ColGemma4-E4B-IT-Base",
126
+ max_num_visual_tokens=1120,
127
+ )
128
+ ```
129
+
130
+ ### Encoding Documents (Images)
131
+
132
+ ```python
133
+ from PIL import Image
134
+
135
+ images = [Image.open("page1.png"), Image.open("page2.png")]
136
+ batch_doc = processor.process_images(images)
137
+ batch_doc = {k: v.to(model.device) for k, v in batch_doc.items()}
138
+
139
+ with torch.no_grad():
140
+ doc_embeddings = model(**batch_doc)
141
+ ```
142
+
143
+ ### Encoding Queries
144
+
145
+ ```python
146
+ queries = ["What is the revenue for Q3 2024?"]
147
+ batch_query = processor.process_queries(queries)
148
+ batch_query = {k: v.to(model.device) for k, v in batch_query.items()}
149
+
150
+ with torch.no_grad():
151
+ query_embeddings = model(**batch_query)
152
+ ```
153
+
154
+ ### Scoring (MaxSim)
155
+
156
+ ```python
157
+ scores = processor.score(query_embeddings, doc_embeddings)
158
+ ```
159
+
160
+ ## Training Configuration
161
+
162
+ ```yaml
163
+ Base model: google/gemma-4-E4B-it
164
+ Loss: ColbertLoss (temperature=0.02)
165
+ Hard negatives: none
166
+ Batch size per GPU: 64
167
+ GPUs: 8
168
+ Gradient accumulation: 1
169
+ Effective batch size: 512 (64 x 8)
170
+ In-batch negatives: 512
171
+ LoRA:
172
+ r: 32
173
+ alpha: 32
174
+ dropout: 0.1
175
+ target_modules: "language_model.*(down_proj|gate_proj|up_proj|k_proj|q_proj|v_proj|o_proj)"
176
+ Learning rate: 2e-4 (cosine schedule, 8% warmup)
177
+ Weight decay: 0.02
178
+ Epochs: 1
179
+ Steps: 1,512
180
+ Visual tokens: 1120
181
+ Attention: Bidirectional (all 42 layers patched)
182
+ Gradient checkpointing: enabled
183
+ Precision: BF16
184
+ ```
185
+
186
+ ### Training Data
187
+
188
+ Trained on ~774K query-document pairs from publicly available datasets:
189
+
190
+ - `vidore/colpali_train_set`
191
+ - `openbmb/VisRAG-Ret-Train-Synthetic-data`
192
+ - `openbmb/VisRAG-Ret-Train-In-domain-data`
193
+ - `llamaindex/vdr-multilingual-train` (en/de/es/fr/it subsets)
194
+ - `vidore/tatdqa_train`
195
+ - `vidore/tabfquad_train_set`
196
+
197
+ ## Troubleshooting & Fine-tuning Guide
198
+
199
+ If you're building on this model or training your own ColGemma4, here's what we learned along the way.
200
+
201
+ ### Gemma 4 Architecture Gotchas
202
+
203
+ - **Position embedding memory blow-up** - The vision encoder uses `F.one_hot(positions, num_classes=10240)` which allocates ~314 GB at batch=32 with 1120 tokens. Replacing with `F.embedding` is mathematically identical and saves ~106 GB/GPU. Required for batch sizes above 8.
204
+ ```python
205
+ # In Gemma4VisionEncoder._position_embeddings:
206
+ # Replace: one_hot = F.one_hot(clamped_positions, num_classes=self.position_embedding_size)
207
+ # With: return F.embedding(clamped_positions, self.position_embedding_table)
208
+ ```
209
+ - **KV-sharing and `use_cache`** - Gemma 4 E4B has 18 of 42 text layers (24-41) that reuse K/V from 2 donor layers (22 and 23) when caching is enabled. During training, always set `use_cache=False` to ensure every layer computes its own K/V and all LoRA weights are active. At inference time, set `use_cache=True` so the KV-sharing architecture works as designed.
210
+ - **Flash Attention is incompatible** - Gemma 4 has head_dim 256 (sliding) and 512 (global). FA v2 caps at 256, FA v4 at 128. Use `attn_implementation="sdpa"` instead.
211
+ - **Gradient checkpointing is mandatory** - At 1120 visual tokens, activations from 42 layers consume well over 200 GB. Even with the position patch, disabling gradient checkpointing will OOM.
212
+
213
+ ### Training Tips
214
+
215
+ - **Leave `custom_text_proj` alone** - The 128-dim projection is randomly initialized and works best untrained. Both LoRA-targeting and `modules_to_save` caused regressions in our experiments. The random projection provides a consistent mapping without overfitting.
216
+ - **Keep `grad_accum=1` with contrastive losses** - `all_gather` only collects the current micro-batch, so accumulation steps halve your in-batch negatives. Training loss looks deceptively good but eval regresses. Use the largest batch that fits with `grad_accum=1`.
217
+ - **Avoid `torch.compile`** - It adds `_orig_mod.` to weight keys, breaking PEFT adapter loading at eval time. Scores drop to near-zero despite healthy training loss.
218
+ - **Watch for silent weight randomization** - `ignore_mismatched_sizes=True` will initialize mismatched weights to random without any error. Sanity check: loss at step 0 should be near `log(batch_size)` (~6.2 for batch 512), and grad norms should be 5-20. If grad norms are in the thousands, weights didn't load correctly.
219
+
220
+ ## HydraGemma4 (Dual-Head Variant)
221
+
222
+ This repo includes `lm_head.pt`, the saved language model head from the base model. Combined with the LoRA adapter, this enables the **HydraGemma4** dual-head architecture supporting both retrieval (ColBERT embeddings) and generation (text output) from the same base model.
223
+
224
+ ## Limitations
225
+
226
+ - Single-seed, no model merging
227
+ - No hard negative mining (relies entirely on in-batch negatives)
228
+ - English-centric training data (some multilingual from VDR)
229
+ - Visual token budget fixed at 1120
230
+
231
+ ## Citation
232
+
233
+ ```bibtex
234
+ @misc{colgemma4,
235
+ title={ColGemma4: Visual Document Retrieval with Gemma 4},
236
+ author={Athrael Soju},
237
+ year={2026},
238
+ url={https://huggingface.co/athrael-soju/ColGemma4-E4B-IT-Base}
239
+ }
240
+ ```
241
+
242
+ ## Acknowledgements
243
+
244
+ - [ColPali](https://arxiv.org/abs/2407.01449) by Faysse et al. for the ColBERT-over-VLM architecture
245
+ - [Google Gemma 4](https://ai.google.dev/gemma) for the base model
246
+ - [colpali-engine](https://github.com/illuin-tech/colpali) for the training framework
247
+ - [ViDoRe](https://huggingface.co/vidore) benchmark for evaluation
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colgemma4/__init__.py ADDED
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1
+ from .modeling_colgemma4 import ColGemma4
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+ from .processing_colgemma4 import ColGemma4Processor
colgemma4/modeling_colgemma4.py ADDED
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+ from typing import ClassVar
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+
3
+ import torch
4
+ from torch import nn
5
+ from transformers.models.gemma4 import Gemma4Config, Gemma4ForConditionalGeneration
6
+
7
+
8
+ class ColGemma4(Gemma4ForConditionalGeneration):
9
+ """
10
+ ColGemma4 model for late interaction retrieval, following the ColPali architecture.
11
+
12
+ Extends Gemma4ForConditionalGeneration (not Gemma4Model) to avoid checkpoint
13
+ key mapping issues. The ForConditionalGeneration class has base_model_prefix="model"
14
+ which automatically strips the "model." prefix from checkpoint keys.
15
+
16
+ Adds a custom_text_proj linear projection for 128-dim ColBERT embeddings.
17
+ The inner model is accessed via self.model (Gemma4Model) which contains
18
+ self.model.language_model (Gemma4TextModel) and self.model.vision_tower.
19
+
20
+ Args:
21
+ config (Gemma4Config): The model configuration.
22
+ mask_non_image_embeddings (bool): Whether to zero out non-image token embeddings
23
+ at inference. Defaults to False.
24
+ """
25
+
26
+ main_input_name: ClassVar[str] = "doc_input_ids"
27
+
28
+ _checkpoint_conversion_mapping = {
29
+ r"^base_model\.model\.custom_text_proj": "custom_text_proj",
30
+ }
31
+
32
+ def __init__(self, config: Gemma4Config, mask_non_image_embeddings: bool = False):
33
+ super().__init__(config=config)
34
+
35
+ hidden_size = getattr(self.config, "hidden_size", None)
36
+ if hidden_size is None and hasattr(self.config, "text_config"):
37
+ hidden_size = getattr(self.config.text_config, "hidden_size", None)
38
+ if hidden_size is None:
39
+ raise ValueError(f"Unable to determine text hidden size for {type(self.config).__name__}.")
40
+
41
+ self.dim = getattr(config, "dim", 128)
42
+ self.custom_text_proj = nn.Linear(hidden_size, self.dim)
43
+ self.padding_side = "left"
44
+ self.mask_non_image_embeddings = mask_non_image_embeddings
45
+ self.post_init()
46
+
47
+ @classmethod
48
+ def from_pretrained(cls, *args, **kwargs):
49
+ key_mapping = kwargs.pop("key_mapping", None)
50
+ if key_mapping is None:
51
+ key_mapping = dict(getattr(super(), "_checkpoint_conversion_mapping", {}))
52
+ key_mapping.update(cls._checkpoint_conversion_mapping)
53
+ return super().from_pretrained(*args, **kwargs, key_mapping=key_mapping)
54
+
55
+ @property
56
+ def device(self):
57
+ return next(self.parameters()).device
58
+
59
+ @property
60
+ def dtype(self):
61
+ return next(self.parameters()).dtype
62
+
63
+ def forward(self, *args, **kwargs) -> torch.Tensor:
64
+ kwargs.pop("return_dict", True)
65
+ kwargs.pop("output_hidden_states", None)
66
+ kwargs.pop("use_cache", None)
67
+
68
+ # Use the inner Gemma4Model forward (self.model), not the full
69
+ # ForConditionalGeneration forward which also computes lm_head logits
70
+ last_hidden_states = (
71
+ self.model
72
+ .forward(*args, **kwargs, use_cache=False, output_hidden_states=True, return_dict=True)
73
+ .last_hidden_state
74
+ ) # (batch_size, sequence_length, hidden_size)
75
+
76
+ proj = self.custom_text_proj(last_hidden_states) # (batch_size, sequence_length, dim)
77
+
78
+ # L2 normalize — clamp norm to avoid NaN from padding tokens (0/0)
79
+ proj = proj / proj.norm(dim=-1, keepdim=True).clamp(min=1e-6)
80
+ proj = proj * kwargs["attention_mask"].unsqueeze(-1)
81
+
82
+ if "pixel_values" in kwargs and self.mask_non_image_embeddings:
83
+ image_mask = (kwargs["input_ids"] == self.config.image_token_id).unsqueeze(-1)
84
+ proj = proj * image_mask
85
+
86
+ return proj
87
+
88
+ @property
89
+ def patch_size(self) -> int:
90
+ return self.model.vision_tower.config.patch_size
colgemma4/processing_colgemma4.py ADDED
@@ -0,0 +1,177 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from typing import ClassVar, List, Optional, Tuple, Union
2
+
3
+ import torch
4
+ from PIL import Image
5
+ from transformers import BatchEncoding, BatchFeature
6
+ from transformers.models.gemma4 import Gemma4Processor
7
+
8
+ from colpali_engine.utils.processing_utils import BaseVisualRetrieverProcessor
9
+
10
+
11
+ class ColGemma4Processor(BaseVisualRetrieverProcessor, Gemma4Processor):
12
+ """
13
+ Processor for ColGemma4 model.
14
+
15
+ Handles image and text preprocessing with Gemma 4's chat template.
16
+ Follows the ColGemma3 per-image processing pattern adapted for Gemma 4's
17
+ multimodal processor (which includes audio and video sub-processors).
18
+
19
+ Args:
20
+ feature_extractor: Audio feature extractor (Gemma4 multimodal).
21
+ image_processor: Image processor.
22
+ tokenizer: Tokenizer.
23
+ video_processor: Video processor (Gemma4 multimodal).
24
+ chat_template: Chat template override.
25
+ **kwargs: Additional keyword arguments for Gemma4Processor.
26
+ """
27
+
28
+ query_augmentation_token: ClassVar[str] = "<eos>"
29
+
30
+ def __init__(
31
+ self,
32
+ feature_extractor=None,
33
+ image_processor=None,
34
+ tokenizer=None,
35
+ video_processor=None,
36
+ chat_template=None,
37
+ **kwargs,
38
+ ):
39
+ super().__init__(
40
+ feature_extractor=feature_extractor,
41
+ image_processor=image_processor,
42
+ tokenizer=tokenizer,
43
+ video_processor=video_processor,
44
+ chat_template=chat_template,
45
+ **kwargs,
46
+ )
47
+ self.tokenizer.padding_side = "left"
48
+
49
+ @classmethod
50
+ def from_pretrained(cls, *args, device_map: Optional[str] = None, **kwargs):
51
+ max_num_visual_tokens = kwargs.pop("max_num_visual_tokens", None)
52
+ instance = super().from_pretrained(*args, device_map=device_map, **kwargs)
53
+
54
+ if max_num_visual_tokens is not None:
55
+ # Gemma4ImageProcessor uses `max_soft_tokens` (not `max_num_visual_tokens`)
56
+ # Valid values: 70, 140, 280, 560, 1120
57
+ # Controls resize budget: max_patches = max_soft_tokens * pooling_kernel_size^2
58
+ instance.image_processor.max_soft_tokens = max_num_visual_tokens
59
+ # Also update processor-level placeholder expansion
60
+ instance.image_seq_length = max_num_visual_tokens
61
+
62
+ return instance
63
+
64
+ def process_images(self, images: List[Image.Image]) -> Union[BatchFeature, BatchEncoding]:
65
+ """
66
+ Process images for ColGemma4.
67
+
68
+ Each image is formatted using Gemma 4's chat template with a descriptive prompt
69
+ to produce rich contextual embeddings.
70
+ """
71
+ images = [image.convert("RGB") for image in images]
72
+
73
+ batch_docs = []
74
+ for image in images:
75
+ message = [
76
+ {
77
+ "role": "user",
78
+ "content": [
79
+ {"type": "image", "image": image},
80
+ {"type": "text", "text": "Describe this image"},
81
+ ],
82
+ }
83
+ ]
84
+ formatted_text = self.tokenizer.apply_chat_template(
85
+ message, tokenize=False, add_generation_prompt=False
86
+ )
87
+ batch_doc = self(
88
+ text=[formatted_text],
89
+ images=[image],
90
+ padding="longest",
91
+ return_tensors="pt",
92
+ )
93
+ batch_docs.append(batch_doc)
94
+
95
+ if len(batch_docs) == 1:
96
+ return batch_docs[0]
97
+
98
+ # Gemma 4 produces variable token counts per image (aspect ratio dependent).
99
+ # Pad all tensors to the max sequence length in the batch before concatenating.
100
+ concatenated = {}
101
+ for key in batch_docs[0].keys():
102
+ tensors = [doc[key] for doc in batch_docs]
103
+ if isinstance(tensors[0], torch.Tensor):
104
+ if tensors[0].ndim >= 2:
105
+ # Pad along sequence dimension (dim 1) to max length
106
+ max_len = max(t.shape[1] for t in tensors)
107
+ padded = []
108
+ for t in tensors:
109
+ pad_len = max_len - t.shape[1]
110
+ if pad_len > 0:
111
+ # Pad with 0 (works for input_ids, attention_mask, pixel_values)
112
+ padding = torch.zeros(
113
+ *t.shape[:1], pad_len, *t.shape[2:],
114
+ dtype=t.dtype, device=t.device,
115
+ )
116
+ t = torch.cat([padding, t], dim=1) # Left-pad (decoder model)
117
+ padded.append(t)
118
+ concatenated[key] = torch.cat(padded, dim=0)
119
+ else:
120
+ concatenated[key] = torch.cat(tensors, dim=0)
121
+ else:
122
+ concatenated[key] = tensors[0]
123
+ return BatchFeature(concatenated)
124
+
125
+ def process_queries(self, queries: List[str] = None, texts: List[str] = None, **kwargs) -> Union[BatchFeature, BatchEncoding]:
126
+ """Process queries (required by BaseVisualRetrieverProcessor)."""
127
+ return self.process_texts(queries or texts)
128
+
129
+ def process_texts(self, texts: List[str]) -> Union[BatchFeature, BatchEncoding]:
130
+ """
131
+ Process text queries for ColGemma4 using Gemma 4's chat template.
132
+ """
133
+ formatted_texts = []
134
+ for text in texts:
135
+ message = [
136
+ {
137
+ "role": "user",
138
+ "content": [{"type": "text", "text": f"Query: {text}"}],
139
+ }
140
+ ]
141
+ formatted_text = self.tokenizer.apply_chat_template(
142
+ message, tokenize=False, add_generation_prompt=False
143
+ )
144
+ formatted_texts.append(formatted_text)
145
+
146
+ return self(
147
+ text=formatted_texts,
148
+ return_tensors="pt",
149
+ padding="longest",
150
+ )
151
+
152
+ def score(
153
+ self,
154
+ qs: List[torch.Tensor],
155
+ ps: List[torch.Tensor],
156
+ device: Optional[Union[str, torch.device]] = None,
157
+ **kwargs,
158
+ ) -> torch.Tensor:
159
+ return self.score_multi_vector(qs, ps, device=device, **kwargs)
160
+
161
+ def get_n_patches(
162
+ self,
163
+ image_size: Tuple[int, int],
164
+ patch_size: int,
165
+ ) -> Tuple[int, int]:
166
+ if hasattr(self.image_processor, "size"):
167
+ if isinstance(self.image_processor.size, dict):
168
+ width = self.image_processor.size.get("width", image_size[0])
169
+ height = self.image_processor.size.get("height", image_size[1])
170
+ else:
171
+ width = height = self.image_processor.size
172
+ return width // patch_size, height // patch_size
173
+
174
+ return image_size[0] // patch_size, image_size[1] // patch_size
175
+
176
+ def get_image_mask(self, batch_images: BatchFeature) -> torch.Tensor:
177
+ return batch_images.input_ids == self.image_token_id
hydra_gemma4.py ADDED
@@ -0,0 +1,392 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """HydraGemma4: one model, many heads.
2
+
3
+ model = HydraGemma4.from_pretrained(
4
+ base_model="google/gemma-4-E2B-it",
5
+ adapter_path="./colgemma4_adapter",
6
+ )
7
+
8
+ # Retrieval -- LoRA ON, bidirectional attention
9
+ embeddings = model.embed(images) # [B, N, 128]
10
+
11
+ # Generation -- LoRA OFF, causal attention
12
+ text = model.generate(image, "Describe this document.")
13
+
14
+ One ColGemma4 + LoRA + lm_head. Attention mode and LoRA toggled per call.
15
+
16
+ Gemma 4 E2B layer structure:
17
+ 35 layers total: 28 sliding_attention + 7 full_attention
18
+ full_attention at indices: [4, 9, 14, 19, 24, 29, 34]
19
+ Only full_attention layers are patched for bidirectional mode.
20
+ Sliding layers stay causal always.
21
+
22
+ Key Gemma 4 differences from Qwen3.5:
23
+ - Layer forward signature includes `per_layer_input` (Per-Layer Embeddings)
24
+ - Layer type via config.text_config.layer_types list (not layer.layer_type attribute)
25
+ - Vision tower at self.vision_tower (not self.visual)
26
+ - final_logit_softcapping for logit capping
27
+ - image_position_ids (not image_grid_thw)
28
+ """
29
+
30
+ import re
31
+ from typing import List, Union
32
+
33
+ import torch
34
+ import torch.nn as nn
35
+ from PIL import Image
36
+ from peft import PeftModel
37
+ from transformers import AutoProcessor, Gemma4ForConditionalGeneration
38
+ from transformers.models.gemma4.modeling_gemma4 import Gemma4Model as _Gemma4Base
39
+
40
+ from colgemma4 import ColGemma4, ColGemma4Processor
41
+
42
+
43
+ class HydraGemma4:
44
+ """One ColGemma4 model with LoRA + lm_head. Two faces via toggling.
45
+
46
+ Retrieval face: LoRA ON, bidirectional attention -> custom_text_proj -> 128-dim
47
+ Generation face: LoRA OFF, causal attention -> lm_head -> autoregressive text
48
+ """
49
+
50
+ def __init__(self, model, lm_head, emb_processor, gen_processor, attn_fns, config):
51
+ self.model = model
52
+ self.lm_head = lm_head
53
+ self.emb_processor = emb_processor
54
+ self.gen_processor = gen_processor
55
+ self._attn_fns = attn_fns # {layer_idx: (causal_fn, bidir_fn)}
56
+ self._config = config
57
+ self._base = self._unwrap(model)
58
+
59
+ @staticmethod
60
+ def _unwrap(model):
61
+ m = model
62
+ if hasattr(m, "module"):
63
+ m = m.module
64
+ if hasattr(m, "base_model"):
65
+ m = m.base_model
66
+ if hasattr(m, "model"):
67
+ m = m.model
68
+ return m
69
+
70
+ def _set_bidirectional(self):
71
+ for idx, (_, bidir_fn) in self._attn_fns.items():
72
+ self._base.language_model.layers[idx].forward = bidir_fn
73
+
74
+ def _set_causal(self):
75
+ for idx, (causal_fn, _) in self._attn_fns.items():
76
+ self._base.language_model.layers[idx].forward = causal_fn
77
+
78
+ @classmethod
79
+ def from_pretrained(
80
+ cls,
81
+ base_model: str = "google/gemma-4-E2B-it",
82
+ adapter_path: str = "/tmp/colgemma4_adapter",
83
+ torch_dtype=torch.bfloat16,
84
+ max_visual_tokens: int = 560,
85
+ device: str = "cuda",
86
+ ):
87
+ """Load single model from base + adapter + lm_head."""
88
+ from pathlib import Path
89
+
90
+ print(f"Loading ColGemma4 from {base_model}...", flush=True)
91
+ config = Gemma4ForConditionalGeneration.config_class.from_pretrained(
92
+ base_model, trust_remote_code=True
93
+ )
94
+ config.text_config.use_cache = False
95
+
96
+ model = ColGemma4.from_pretrained(
97
+ base_model,
98
+ config=config,
99
+ torch_dtype=torch_dtype,
100
+ attn_implementation="sdpa",
101
+ ignore_mismatched_sizes=True,
102
+ )
103
+
104
+ # Store causal/bidirectional forwards for full-attention layers
105
+ layer_types = config.text_config.layer_types
106
+ attn_fns = {}
107
+ for idx, layer in enumerate(model.language_model.layers):
108
+ if layer_types[idx] == "full_attention":
109
+ causal_fn = layer.forward
110
+
111
+ def make_bidir(orig):
112
+ def bidir(
113
+ hidden_states,
114
+ per_layer_input=None,
115
+ position_embeddings=None,
116
+ attention_mask=None,
117
+ **kw,
118
+ ):
119
+ if (
120
+ attention_mask is not None
121
+ and attention_mask.ndim == 4
122
+ and attention_mask.dtype.is_floating_point
123
+ ):
124
+ min_dtype = torch.finfo(attention_mask.dtype).min
125
+ diag = torch.diagonal(attention_mask, dim1=-2, dim2=-1)
126
+ is_valid = diag > (min_dtype / 2)
127
+ bidir_mask = torch.where(
128
+ is_valid.unsqueeze(-1) & is_valid.unsqueeze(-2),
129
+ attention_mask.new_zeros(1),
130
+ attention_mask.new_full((1,), min_dtype),
131
+ )
132
+ attention_mask = bidir_mask
133
+ return orig(
134
+ hidden_states,
135
+ per_layer_input=per_layer_input,
136
+ position_embeddings=position_embeddings,
137
+ attention_mask=attention_mask,
138
+ **kw,
139
+ )
140
+
141
+ return bidir
142
+
143
+ bidir_fn = make_bidir(causal_fn)
144
+ attn_fns[idx] = (causal_fn, bidir_fn)
145
+ layer.forward = bidir_fn
146
+
147
+ print(f"Patched {len(attn_fns)} full-attention layers", flush=True)
148
+
149
+ print(f"Loading LoRA adapter from {adapter_path}...", flush=True)
150
+ model = PeftModel.from_pretrained(model, adapter_path)
151
+ model = model.to(device).eval()
152
+
153
+ # Load lm_head
154
+ print("Loading lm_head...", flush=True)
155
+ lm_head_path = Path(adapter_path) / "lm_head.pt"
156
+ if lm_head_path.exists():
157
+ base_cfg = Gemma4ForConditionalGeneration.config_class.from_pretrained(base_model)
158
+ lm_head = nn.Linear(
159
+ base_cfg.text_config.hidden_size,
160
+ base_cfg.text_config.vocab_size,
161
+ bias=False,
162
+ )
163
+ lm_head.load_state_dict(torch.load(lm_head_path, map_location="cpu"))
164
+ else:
165
+ base = Gemma4ForConditionalGeneration.from_pretrained(
166
+ base_model, torch_dtype=torch_dtype
167
+ )
168
+ lm_head = base.lm_head
169
+ del base
170
+ torch.cuda.empty_cache()
171
+
172
+ lm_head = lm_head.to(device).to(torch_dtype)
173
+
174
+ emb_processor = ColGemma4Processor.from_pretrained(
175
+ base_model, max_num_visual_tokens=max_visual_tokens
176
+ )
177
+ gen_processor = AutoProcessor.from_pretrained(base_model, trust_remote_code=True)
178
+
179
+ params = sum(p.numel() for p in model.parameters()) / 1e6
180
+ lm_params = sum(p.numel() for p in lm_head.parameters()) / 1e6
181
+ print(
182
+ f"Ready. Single model: {params:.0f}M + lm_head: {lm_params:.0f}M",
183
+ flush=True,
184
+ )
185
+
186
+ return cls(model, lm_head, emb_processor, gen_processor, attn_fns, config)
187
+
188
+ def embed(self, images: Union[Image.Image, List[Image.Image]]) -> torch.Tensor:
189
+ """Embed images for retrieval. LoRA ON, bidirectional attention."""
190
+ if isinstance(images, Image.Image):
191
+ images = [images]
192
+ self.model.enable_adapter_layers()
193
+ self._set_bidirectional()
194
+ inputs = self.emb_processor.process_images(images)
195
+ device = next(self.model.parameters()).device
196
+ inputs = {k: v.to(device) for k, v in inputs.items()}
197
+ with torch.no_grad(), torch.amp.autocast("cuda", dtype=torch.bfloat16):
198
+ return self.model(**inputs)
199
+
200
+ def embed_queries(self, queries: Union[str, List[str]]) -> torch.Tensor:
201
+ """Embed queries for retrieval. LoRA ON, bidirectional attention."""
202
+ if isinstance(queries, str):
203
+ queries = [queries]
204
+ self.model.enable_adapter_layers()
205
+ self._set_bidirectional()
206
+ inputs = self.emb_processor.process_queries(queries)
207
+ device = next(self.model.parameters()).device
208
+ inputs = {k: v.to(device) for k, v in inputs.items()}
209
+ with torch.no_grad(), torch.amp.autocast("cuda", dtype=torch.bfloat16):
210
+ return self.model(**inputs)
211
+
212
+ @torch.no_grad()
213
+ def generate(
214
+ self,
215
+ image: Image.Image,
216
+ prompt: str,
217
+ max_new_tokens: int = 4096,
218
+ system_prompt: str = None,
219
+ temperature: float = 1.0,
220
+ top_p: float = 0.95,
221
+ top_k: int = 64,
222
+ ) -> str:
223
+ """Generate text given image + prompt. LoRA OFF, causal attention."""
224
+ self.model.disable_adapter_layers()
225
+ self._set_causal()
226
+ try:
227
+ return self._generate_with_kv_cache(
228
+ image, prompt, max_new_tokens, system_prompt,
229
+ temperature=temperature, top_p=top_p, top_k=top_k,
230
+ )
231
+ except Exception:
232
+ return self._generate_no_cache(
233
+ image, prompt, max_new_tokens, system_prompt,
234
+ temperature=temperature, top_p=top_p, top_k=top_k,
235
+ )
236
+ finally:
237
+ self.model.enable_adapter_layers()
238
+ self._set_bidirectional()
239
+
240
+ def _prepare_inputs(self, image, prompt, system_prompt=None):
241
+ msgs = []
242
+ if system_prompt:
243
+ msgs.append({"role": "system", "content": system_prompt})
244
+ msgs.append({
245
+ "role": "user",
246
+ "content": [
247
+ {"type": "image", "image": image},
248
+ {"type": "text", "text": prompt},
249
+ ],
250
+ })
251
+ txt = self.gen_processor.apply_chat_template(
252
+ msgs, tokenize=False, add_generation_prompt=True,
253
+ )
254
+ inp = self.gen_processor(
255
+ text=[txt], images=[image], return_tensors="pt", padding=True
256
+ )
257
+ device = next(self.model.parameters()).device
258
+ return {k: v.to(device) for k, v in inp.items()}
259
+
260
+ def _decode(self, generated):
261
+ if not generated:
262
+ return ""
263
+ gen_ids = torch.cat(generated, dim=1)
264
+ return self.gen_processor.tokenizer.decode(gen_ids[0], skip_special_tokens=True).strip()
265
+
266
+ def _is_eos(self, token_id):
267
+ eos = self.gen_processor.tokenizer.eos_token_id
268
+ if isinstance(eos, list):
269
+ return token_id in eos
270
+ return token_id == eos
271
+
272
+ @staticmethod
273
+ def _sample_token(logits, temperature, top_p, top_k):
274
+ if temperature <= 0:
275
+ return logits.argmax(dim=-1)
276
+ logits_1d = logits[0, 0] / temperature
277
+ if top_k > 0:
278
+ topk_vals, _ = torch.topk(logits_1d, min(top_k, logits_1d.size(-1)))
279
+ logits_1d[logits_1d < topk_vals[-1]] = float("-inf")
280
+ probs = torch.softmax(logits_1d, dim=-1)
281
+ if 0 < top_p < 1.0:
282
+ sorted_probs, sorted_idx = torch.sort(probs, descending=True)
283
+ cumsum = torch.cumsum(sorted_probs, dim=-1)
284
+ mask = cumsum - sorted_probs > top_p
285
+ sorted_probs[mask] = 0
286
+ probs = torch.zeros_like(probs).scatter_(0, sorted_idx, sorted_probs)
287
+ probs = probs / probs.sum()
288
+ token_id = torch.multinomial(probs, num_samples=1)
289
+ return token_id.reshape(1, 1)
290
+
291
+ def _generate_with_kv_cache(
292
+ self, image, prompt, max_new_tokens, system_prompt=None,
293
+ temperature=1.0, top_p=0.95, top_k=64,
294
+ ):
295
+ """KV-cache generation. Pixel values only on first step."""
296
+ inp = self._prepare_inputs(image, prompt, system_prompt)
297
+ input_ids = inp["input_ids"]
298
+ attn_mask = inp["attention_mask"]
299
+ mm_ids = inp.get("mm_token_type_ids")
300
+ past_key_values = None
301
+ generated = []
302
+
303
+ final_softcap = self._config.text_config.final_logit_softcapping
304
+
305
+ for step in range(max_new_tokens):
306
+ if step == 0:
307
+ kw = {
308
+ "input_ids": input_ids,
309
+ "attention_mask": attn_mask,
310
+ "pixel_values": inp.get("pixel_values"),
311
+ "image_position_ids": inp.get("image_position_ids"),
312
+ "use_cache": True,
313
+ "output_hidden_states": True,
314
+ "return_dict": True,
315
+ }
316
+ if mm_ids is not None:
317
+ kw["mm_token_type_ids"] = mm_ids
318
+ else:
319
+ kw = {
320
+ "input_ids": next_token,
321
+ "attention_mask": attn_mask,
322
+ "past_key_values": past_key_values,
323
+ "use_cache": True,
324
+ "output_hidden_states": True,
325
+ "return_dict": True,
326
+ }
327
+
328
+ outputs = _Gemma4Base.forward(self._base, **kw)
329
+ past_key_values = outputs.past_key_values
330
+ logits = self.lm_head(outputs.last_hidden_state[:, -1:, :])
331
+
332
+ if final_softcap is not None:
333
+ logits = logits / final_softcap
334
+ logits = torch.tanh(logits)
335
+ logits = logits * final_softcap
336
+
337
+ next_token = self._sample_token(logits, temperature, top_p, top_k)
338
+ generated.append(next_token)
339
+
340
+ if self._is_eos(next_token.item()):
341
+ break
342
+
343
+ attn_mask = torch.cat([attn_mask, torch.ones_like(next_token)], dim=1)
344
+
345
+ return self._decode(generated)
346
+
347
+ def _generate_no_cache(
348
+ self, image, prompt, max_new_tokens, system_prompt=None,
349
+ temperature=1.0, top_p=0.95, top_k=64,
350
+ ):
351
+ """No-cache fallback. Passes all inputs every step."""
352
+ inp = self._prepare_inputs(image, prompt, system_prompt)
353
+ input_ids = inp["input_ids"]
354
+ attn_mask = inp["attention_mask"]
355
+ mm_ids = inp.get("mm_token_type_ids")
356
+ generated = []
357
+
358
+ final_softcap = self._config.text_config.final_logit_softcapping
359
+
360
+ for step in range(max_new_tokens):
361
+ kw = {
362
+ "input_ids": input_ids,
363
+ "attention_mask": attn_mask,
364
+ "pixel_values": inp.get("pixel_values"),
365
+ "image_position_ids": inp.get("image_position_ids"),
366
+ }
367
+ if mm_ids is not None:
368
+ kw["mm_token_type_ids"] = mm_ids
369
+
370
+ hidden = _Gemma4Base.forward(
371
+ self._base, **kw,
372
+ use_cache=False, output_hidden_states=True, return_dict=True,
373
+ ).last_hidden_state
374
+
375
+ logits = self.lm_head(hidden[:, -1:, :])
376
+ if final_softcap is not None:
377
+ logits = logits / final_softcap
378
+ logits = torch.tanh(logits)
379
+ logits = logits * final_softcap
380
+
381
+ next_token = self._sample_token(logits, temperature, top_p, top_k)
382
+ generated.append(next_token)
383
+
384
+ if self._is_eos(next_token.item()):
385
+ break
386
+
387
+ input_ids = torch.cat([input_ids, next_token], dim=1)
388
+ attn_mask = torch.cat([attn_mask, torch.ones_like(next_token)], dim=1)
389
+ if mm_ids is not None:
390
+ mm_ids = torch.cat([mm_ids, torch.zeros_like(next_token)], dim=1)
391
+
392
+ return self._decode(generated)
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