Publish dLLM PRM Gap release

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README.md

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+---
+license: mit
+base_model: Dream-org/Dream-v0-Instruct-7B
+tags:
+  - dllm-prm-gap
+  - discrete-diffusion
+  - gsm8k
+  - process-reward-model
+  - dream-7b
+pipeline_tag: text-classification
+library_name: peft
+---
+
+<h1 style="text-align: left; font-size: 1.6em; margin-bottom: 0.75em;">
+  <span style="color:#E69F00; font-weight:bold;">dLLM</span><span style="color:#0072B2; font-weight:bold;"> PRM</span><span style="color:#009E73; font-weight:bold;"> Gap</span> · C3A · causal last-token · seed 43
+</h1>
+
+<div style="text-align: left; margin-bottom: 18px;">
+  <a href="https://github.com/dLLM-PRM-Gap/dLLM-PRM-Gap" target="_blank">💻 Code</a>
+  &nbsp; • &nbsp;
+  <a href="https://huggingface.co/collections/YanZhanPKU/dllm-prm-gap" target="_blank">🤗 Collection</a>
+  &nbsp; • &nbsp;
+  <a href="https://arxiv.org/abs/2609.35472" target="_blank">📄 Paper</a>
+</div>
+
+## News
+
+- **2026-09**: Accepted at **NeurIPS 2026**.
+
+Public adapter release for **dLLM PRM Gap**. a C3 control checkpoint with the stated attention/readout protocol and seed.
+
+> This repository contains only trainable adapter parameters and the reward head. It does not include the base model. The release configuration is recorded in `config.json`; the arXiv paper defines the release scope and citation.
+
+## Files
+
+- `adapter.safetensors` — compact adapter weights
+- `config.json` — public base-model id, architecture, and provenance
+
+## Load
+
+```python
+from huggingface_hub import snapshot_download
+from prm.checkpointing import load_diffusion_prm
+
+path = snapshot_download("YanZhanPKU/dLLM-PRM-Gap-c3a-causal-lasttoken-dream7b-s43")
+model, report = load_diffusion_prm(
+    checkpoint=path,
+    model_path="Dream-org/Dream-v0-Instruct-7B",
+    local_files_only=False,
+)
+```
+
+**Role:** C3A causal last-token ORM-protocol control.
+
+Paper: [https://arxiv.org/abs/2609.35472](https://arxiv.org/abs/2609.35472).

adapter.safetensors

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+oid sha256:1f6b5d5a337e1aecdcbc52cabaa97f9ffe9147f3be860b3ab48b492c9cf1e8fc
+size 34890548

config.json

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+{
+  "base_model": "Dream-org/Dream-v0-Instruct-7B",
+  "adapter_type": "LoRA plus reward head",
+  "attention": "causal",
+  "pool_strategy": "last_token",
+  "mask_aware_pooling": true,
+  "step_embedding": false,
+  "lora": {
+    "r": 16,
+    "alpha": 32,
+    "dropout": 0.05,
+    "target_modules": [
+      "q_proj",
+      "v_proj"
+    ]
+  },
+  "release_status": "public release",
+  "checkpoint_identity_status": "exact C3 ORM-protocol control",
+  "paper_role": "C3A causal last-token ORM-protocol control",
+  "adapter_bytes": 34890548,
+  "parameter_prefixes_kept": [
+    "lora_A",
+    "lora_B",
+    "reward_head"
+  ],
+  "causal": true,
+  "no_step_embed": true,
+  "no_mask_aware": false,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "step_embed_dim": 256,
+  "reward_hidden": 1024,
+  "seed": 43,
+  "max_steps": 15000,
+  "best_step": "checkpoint-selected",
+  "orm_protocol": true
+}