diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_001/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_001/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_001/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_001/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_001/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_001/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_002/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_002/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_002/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_002/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_002/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/epoch_002/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_02000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_02000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_02000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_02000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_02000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_02000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_04000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_04000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_04000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_04000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_04000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_04000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_06000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_06000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_06000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_06000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_06000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_06000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_08000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_08000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_08000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_08000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_08000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_08000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_10000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_10000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_10000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_10000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_10000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_10000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_12000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_12000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_12000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_12000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_12000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_12000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_14000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_14000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_14000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_14000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_14000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_14000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_16000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_16000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_16000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_16000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_16000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_16000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_18000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_18000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_18000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_18000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_18000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_18000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_20000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_20000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_20000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_20000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_20000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_20000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_22000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_22000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_22000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_22000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_22000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_22000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_24000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_24000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_24000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_24000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_24000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_24000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_26000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_26000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_26000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_26000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_26000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_26000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_28000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_28000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_28000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_28000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_28000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_28000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_30000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_30000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_30000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_30000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_30000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_30000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_32000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_32000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_32000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_32000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_32000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_32000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_34000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_34000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_34000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_34000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_34000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_34000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_36000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_36000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_36000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_36000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_36000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_36000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_38000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_38000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_38000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_38000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_38000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_38000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_40000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_40000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_40000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_40000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_40000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_40000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_42000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_42000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_42000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_42000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_42000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_42000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_44000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_44000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_44000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_44000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_44000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_44000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_46000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_46000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_46000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_46000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_46000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_46000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_48000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_48000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_48000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_48000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_48000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_48000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_50000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_50000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_50000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_50000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_50000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_50000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_52000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_52000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_52000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_52000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_52000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_52000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_54000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_54000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_54000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_54000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_54000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_54000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_56000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_56000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_56000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_56000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_56000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_56000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_58000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_58000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_58000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_58000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_58000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_58000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_60000/backbone_lora/README.md b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_60000/backbone_lora/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d7b700e21aeda045e8818859a15d53848b520529
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_60000/backbone_lora/README.md	
@@ -0,0 +1,203 @@
+---
+library_name: peft
+tags:
+- lora
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.17.1
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_60000/backbone_lora/adapter_config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_60000/backbone_lora/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..87301da07d346a8f63766cca6a6d7091c9c8d065
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/checkpoints/step_60000/backbone_lora/adapter_config.json	
@@ -0,0 +1,51 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "SD3Backbone",
+    "parent_library": "diffusion_rm.models.sd3_rm"
+  },
+  "base_model_name_or_path": null,
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": [
+    "transformer_blocks.11.attn.to_add_out",
+    "transformer_blocks.11.attn.add_v_proj",
+    "transformer_blocks.11.attn.add_k_proj",
+    "transformer_blocks.11.attn.add_q_proj"
+  ],
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": "gaussian",
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "to_out.0",
+    "to_k",
+    "to_v",
+    "add_k_proj",
+    "add_q_proj",
+    "to_add_out",
+    "add_v_proj",
+    "to_q"
+  ],
+  "target_parameters": null,
+  "task_type": null,
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}
\ No newline at end of file
diff --git a/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/config.json b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5b5f3b7d7c879424770558cc3a879957fc99406
--- /dev/null
+++ b/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10/config.json	
@@ -0,0 +1,81 @@
+{
+    "model": {
+        "model_type": "bt",
+        "backbone_model_id": "stabilityai/stable-diffusion-3.5-medium",
+        "num_transformer_layers": 12,
+        "freeze_backbone": false,
+        "use_lora": true,
+        "use_text_features": true,
+        "lora_config": {
+            "r": 32,
+            "lora_alpha": 64,
+            "init_lora_weights": "gaussian"
+        },
+        "visual_head_idx": [
+            4,
+            8,
+            12
+        ],
+        "text_head_idx": [
+            0
+        ],
+        "use_t_embed": true,
+        "reward_head": {
+            "width": -1,
+            "out_dim": 1,
+            "num_queries": 4,
+            "num_blocks": 2
+        }
+    },
+    "training": {
+        "mixed_precision": "bf16",
+        "gradient_accumulation_steps": 2,
+        "num_epochs": 3,
+        "learning_rate": "1e-4",
+        "weight_decay": 0.01,
+        "warmup_steps": 50,
+        "lr_scheduler": "constant",
+        "max_grad_norm": 1.0,
+        "t_weighting_scheme": "constant",
+        "t_weighting_scheme_param": 0.99,
+        "use_vae": false,
+        "add_noise": true
+    },
+    "data": {
+        "train": {
+            "parquet_files": "/nfs/zzzhong/data/temp/hands_dataset/HPDv3/HPDv3-sd3-process-ddp-update/part_rank*.parquet",
+            "bucket_file": "/nfs/zzzhong/data/temp/hands_dataset/HPDv3/HPDv3-sd3-process-ddp-update/bucket_index.csv",
+            "base_batch_size": 2,
+            "reference_size": 1024,
+            "num_workers": 8,
+            "shuffle": true,
+            "seed": 42,
+            "use_dynamic_bsz": false
+        },
+        "eval": {
+            "genai_bench": {
+                "parquet_files": "/nfs/zzzhong/data/temp/hands_dataset/GenAI-Bench/sd3_data/test_strict_aligned_res.parquet",
+                "batch_size": 1,
+                "num_workers": 0,
+                "shuffle": false
+            },
+            "hpdv3": {
+                "parquet_files": "/nfs/zzzhong/data/temp/hands_dataset/HPDv3/sd3_data/sample_1000.parquet",
+                "batch_size": 1,
+                "num_workers": 0,
+                "shuffle": false
+            }
+        }
+    },
+    "paths": {
+        "run_name": "08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10",
+        "save_dir": "/nfs/zzzhong/codes/homework/machine_learning/Diffusion-RM/outputs/08 [NODE-00 HPDv3]-[sd3m_12layers]-[lora_backbone]-[add_noise]-[constant_t_0.99]-rm_head_v3-bs32_2025.12.09_17.00.10"
+    },
+    "logging": {
+        "eval_frac": 1000,
+        "save_frac": 2000
+    },
+    "system": {
+        "seed": 42
+    }
+}
\ No newline at end of file
diff --git a/debug_2025.12.23_13.39.32/config.json b/debug_2025.12.23_13.39.32/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbea9a8c00401b7081f347804ac1229e0249afcf
--- /dev/null
+++ b/debug_2025.12.23_13.39.32/config.json
@@ -0,0 +1,88 @@
+{
+    "model": {
+        "model_type": "thurstone",
+        "backbone_model_id": "black-forest-labs/FLUX.1-dev",
+        "num_transformer_layers": 16,
+        "freeze_backbone": false,
+        "use_lora": true,
+        "use_text_features": true,
+        "lora_config": {
+            "r": 32,
+            "lora_alpha": 64,
+            "init_lora_weights": "gaussian"
+        },
+        "use_logistic": true,
+        "visual_head_idx": [
+            4,
+            8,
+            12,
+            16
+        ],
+        "text_head_idx": [
+            4,
+            8,
+            12,
+            16
+        ],
+        "use_t_embed": true,
+        "reward_head": {
+            "width": -1,
+            "out_dim": 1,
+            "num_queries": 4,
+            "num_attn_heads": 8,
+            "dropout": 0.0
+        }
+    },
+    "training": {
+        "mixed_precision": "bf16",
+        "gradient_accumulation_steps": 1,
+        "num_epochs": 3,
+        "uncond_prob": 0.5,
+        "learning_rate": "1e-4",
+        "weight_decay": 0.01,
+        "warmup_steps": 50,
+        "lr_scheduler": "constant",
+        "max_grad_norm": 1.0,
+        "t_weighting_scheme": "uniform",
+        "t_weighting_scheme_param": 0.99,
+        "use_vae": false,
+        "add_noise": true
+    },
+    "data": {
+        "train": {
+            "parquet_files": "/nfs/zzzhong/data/temp/hands_dataset/HPDv3/flux_data/HPDv3-flux-process-ddp-update/part_rank*.parquet",
+            "bucket_file": "/nfs/zzzhong/data/temp/hands_dataset/HPDv3/flux_data/HPDv3-flux-process-ddp-update/bucket_index.csv",
+            "base_batch_size": 2,
+            "reference_size": 1024,
+            "num_workers": 0,
+            "shuffle": true,
+            "seed": 42,
+            "use_dynamic_bsz": false
+        },
+        "eval": {
+            "genai_bench": {
+                "parquet_files": "/nfs/zzzhong/data/temp/hands_dataset/GenAI-Bench/sd3_data/test_strict_aligned_res.parquet",
+                "batch_size": 1,
+                "num_workers": 0,
+                "shuffle": false
+            },
+            "hpdv3": {
+                "parquet_files": "/nfs/zzzhong/data/temp/hands_dataset/HPDv3/sd3_data/sample_1000.parquet",
+                "batch_size": 1,
+                "num_workers": 0,
+                "shuffle": false
+            }
+        }
+    },
+    "paths": {
+        "run_name": "debug_2025.12.23_13.39.32",
+        "save_dir": "/nfs/zzzhong/codes/homework/machine_learning/Diffusion-RM/outputs/debug_2025.12.23_13.39.32"
+    },
+    "logging": {
+        "eval_frac": 100,
+        "save_frac": 200
+    },
+    "system": {
+        "seed": 42
+    }
+}
\ No newline at end of file