goldoak
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Commit
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upload models
Browse files- README.md +51 -2
- model_index.json +26 -0
- scheduler/scheduler_config.json +20 -0
- text_encoder/config.json +25 -0
- text_encoder/model.fp16.safetensors +3 -0
- text_encoder/model.safetensors +3 -0
- text_encoder/pytorch_model.bin +3 -0
- text_encoder/pytorch_model.fp16.bin +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +34 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +73 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +30 -0
- vae/diffusion_pytorch_model.bin +3 -0
- vae/diffusion_pytorch_model.fp16.bin +3 -0
- vae/diffusion_pytorch_model.fp16.safetensors +3 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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license: openrail++
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-
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-
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---
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---
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language:
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- en
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license: openrail++
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pipeline_tag: novel-view-repair
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library_name: diffusers
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tags:
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- novel view repair
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- 3D Gaussian Splatting
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- computer vision
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pinned: true
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---
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<h1 align="center">GSFixer Full Model Card</h1>
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<p align="center">
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<a title="Github" href="https://github.com/GSFix3D/GSFix3D" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
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<img src="https://img.shields.io/github/stars/GSFix3D/GSFix3D?label=GitHub%20%E2%98%85&logo=github&color=C8C" alt="Github">
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</a>
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<a title="Website" href="https://gsfix3d.github.io/" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
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<img src="https://img.shields.io/badge/%E2%99%A5%20Project%20-Website-blue" alt="Website">
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</a>
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<a title="arXiv" href="https://arxiv.org/pdf/2508.14717" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
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<img src="https://img.shields.io/badge/%F0%9F%93%84%20Read%20-Paper-AF3436" alt="arXiv">
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</a>
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<a title="License" href="https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
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<img src="https://img.shields.io/badge/License-OpenRAIL++-929292" alt="License">
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</a>
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</p>
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This model card is for the `gsfixer-full` model, which is designed for novel view repair of an image rendered from a 3DGS model with additional information gain from the mesh. The model is fine-tuned from the `stable-diffusion-2` [model](https://huggingface.co/stabilityai/stable-diffusion-2) following [Marigold](https://github.com/prs-eth/Marigold/tree/main) protocol.
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#### Other Versions
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* [gsfixer-base](https://huggingface.co/goldoak1421/gsfixer-base): A version of this model that operates solely on 3DGS input.
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## Model Details
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- **Developed by:** Jiaxin Wei, Stefan Leutenegger, Simon Schaefer.
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- **License:** [CreativeML Open RAIL++-M License]().
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- **Model Description:** This model can be used to generate a repaired image of two input rendered images from the mesh and 3DGS, respectively.
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- **Resolution**: Even though any resolution can be processed, the model inherits the base diffusion model's effective resolution of roughly **768** pixels.
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This means that for optimal predictions, any larger input image should be resized to make the longer side 768 pixels before feeding it into the model.
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- **Steps and scheduler**: This model was designed for usage with the **DDIM** scheduler and between **1 and 50** denoising steps.
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- **Cite as:**
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```bibtex
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@article{wei2026gsfix3d,
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title={GSFix3D: Diffusion-Guided Repair of Novel Views in Gaussian Splatting},
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author={Wei, Jiaxin and Leutenegger, Stefan and Schaefer, Simon},
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booktitle={2026 International Conference on 3D Vision (3DV)},
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year={2026},
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organization={IEEE}
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}
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```
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model_index.json
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{
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"_class_name": "MarigoldGSFixerPipeline",
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"_diffusers_version": "0.25.0",
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"default_denoising_steps": 4,
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"default_processing_resolution": 768,
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"unet": [
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"diffusers",
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"UNet2DConditionModel"
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],
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"vae": [
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"diffusers",
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"AutoencoderKL"
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],
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"scheduler": [
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"diffusers",
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"DDIMScheduler"
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],
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"text_encoder": [
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"transformers",
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"CLIPTextModel"
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],
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"tokenizer": [
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"transformers",
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"CLIPTokenizer"
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]
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}
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scheduler/scheduler_config.json
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{
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"_class_name": "DDIMScheduler",
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"_diffusers_version": "0.33.1",
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"beta_end": 0.012,
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"beta_schedule": "scaled_linear",
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"beta_start": 0.00085,
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"clip_sample": false,
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"clip_sample_range": 1.0,
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"dynamic_thresholding_ratio": 0.995,
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"num_train_timesteps": 1000,
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"prediction_type": "v_prediction",
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"rescale_betas_zero_snr": true,
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"sample_max_value": 1.0,
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"set_alpha_to_one": false,
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"skip_prk_steps": true,
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"steps_offset": 1,
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"thresholding": false,
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"timestep_spacing": "trailing",
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"trained_betas": null
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}
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text_encoder/config.json
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{
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"_name_or_path": "hf-models/stable-diffusion-v2-768x768/text_encoder",
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_size": 1024,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 16,
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"num_hidden_layers": 23,
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"pad_token_id": 1,
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"projection_dim": 512,
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"torch_dtype": "float32",
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"transformers_version": "4.25.0.dev0",
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"vocab_size": 49408
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}
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text_encoder/model.fp16.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:681c555376658c81dc273f2d737a2aeb23ddb6d1d8e5b3a7064636d359a22668
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size 680821096
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text_encoder/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:cce6febb0b6d876ee5eb24af35e27e764eb4f9b1d0b7c026c8c3333d4cfc916c
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size 1361597018
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text_encoder/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 1361679905
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text_encoder/pytorch_model.fp16.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7bb11b1da63986aaaaefb5ef2100d34109c024ac640cacd9ed697150c1c57f01
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size 680900852
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tokenizer/merges.txt
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tokenizer/special_tokens_map.json
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{
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tokenizer/tokenizer_config.json
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{
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"add_prefix_space": false,
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"bos_token": {
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"__type": "AddedToken",
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"content": "<|startoftext|>",
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"lstrip": false,
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"normalized": true,
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},
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"errors": "replace",
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"name_or_path": "hf-models/stable-diffusion-v2-768x768/tokenizer",
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"pad_token": "<|endoftext|>",
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"special_tokens_map_file": "./special_tokens_map.json",
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"tokenizer_class": "CLIPTokenizer",
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"unk_token": {
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"__type": "AddedToken",
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}
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}
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tokenizer/vocab.json
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unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.33.1",
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"_name_or_path": "/usr/wiss/weji/Datasets/hypersim_processed/base_ckpt/stable-diffusion-2/unet",
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"act_fn": "silu",
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| 14 |
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| 32 |
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|
| 33 |
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|
| 34 |
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unet/diffusion_pytorch_model.safetensors
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vae/config.json
ADDED
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|
| 2 |
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|
| 3 |
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|
| 4 |
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| 5 |
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| 6 |
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| 8 |
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| 10 |
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|
| 11 |
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|
| 13 |
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| 15 |
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| 16 |
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|
| 17 |
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| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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| 22 |
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| 23 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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|
| 29 |
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| 30 |
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