Add README.md

README.md

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-title: Rlm Evaluation Test
-emoji: 😻
-colorFrom: pink
-colorTo: indigo
+title: RLM Model Evaluation
 sdk: docker
-pinned: false
+hardware: t4-small
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# RLM Model Evaluation
+
+Evaluates the trained needle-in-haystack model against the base model.
+
+## Models
+- Base: Qwen/Qwen3-0.6B-Base
+- Trained: mindchain/qwen3-0.6b-rlm-needle
+
+## Expected Results
+- Base: ~25% accuracy (random guessing)
+- Trained: 50-75% accuracy (after GRPO training)