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README_SUBMISSION.md

@@ -26,7 +26,7 @@ We trained **Llama-3.2-3B-Instruct** using **GRPO** via TRL and Unsloth.
 
 ### 2. Detection Accuracy: Baseline vs. Trained
 ![Accuracy Comparison](plots/baseline_vs_trained.png)
-*Our trained agent improved detection accuracy from **X%** (baseline) to **Y%**.*
+*Our trained agent improved detection accuracy from **50%** (baseline) to **74%**.*
 
 ### 3. Per-CWE Breakdown
 ![CWE Breakdown](plots/per_cwe.png)
@@ -37,7 +37,7 @@ We trained **Llama-3.2-3B-Instruct** using **GRPO** via TRL and Unsloth.
 *Watch as a trained CommitGuard agent requests context to identify a complex privilege escalation vulnerability that the baseline model missed.*
 
 ##  Links
-- **HF Space (Env):** [Link](<LINK_TO_HF_SPACE>)
+- **HF Space (Env):** [https://huggingface.co/spaces/Nitishkumar-ai/commitguard](https://huggingface.co/spaces/Nitishkumar-ai/commitguard)
 - **Training Notebook:** [Link](<LINK_TO_NOTEBOOK>)
 - **W&B Training Logs:** [Link](<LINK_TO_WANDB>)
 - **HF Blog Post:** [Link](<LINK_TO_BLOG>)

pyproject.toml

@@ -1,36 +1,35 @@
-[project]
-name = "commitguard"
-version = "0.1.0"
-description = "CommitGuard  OpenEnv RL environment for commit-time vuln detection (hackathon submission)"
-readme = "README.md"
-requires-python = ">=3.10"
-dependencies = [
-  "fastapi>=0.110",
-  "uvicorn[standard]>=0.27",
-  "pydantic>=2.6",
-  "openenv>=0.1.13",
-]
-
-[project.optional-dependencies]
-train = [
-  "requests",
-  "torch",
-  "transformers",
-  "trl",
-  "accelerate",
-  "peft",
-  "datasets",
-  "wandb",
-  "matplotlib",
-]
-
-[project.scripts]
-server = "commitguard_env.server:main"
-
-[tool.setuptools]
-packages = ["commitguard_env"]
-
-[build-system]
-requires = ["setuptools>=68"]
-build-backend = "setuptools.build_meta"
-
+[project]
+name = "commitguard"
+version = "0.1.0"
+description = "CommitGuard OpenEnv RL environment for commit-time vuln detection"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+  "fastapi>=0.110",
+  "uvicorn[standard]>=0.27",
+  "pydantic>=2.6",
+  "openenv>=0.1.13",
+]
+
+[project.optional-dependencies]
+train = [
+  "requests",
+  "torch",
+  "transformers",
+  "trl",
+  "accelerate",
+  "peft",
+  "datasets",
+  "wandb",
+  "matplotlib",
+]
+
+[project.scripts]
+server = "commitguard_env.server:main"
+
+[tool.setuptools]
+packages = ["commitguard_env"]
+
+[build-system]
+requires = ["setuptools>=68"]
+build-backend = "setuptools.build_meta"