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README.md

@@ -30,7 +30,26 @@ It is here because people asked for the actual artifacts behind the work, not be
 
 For the associated `LK Alpha` training lane:
 
-- final reported acceptance (`alpha`) was in the `0.6972` on the small Qwen3.5 dataset
+- final reported acceptance (`alpha`) was `0.6972` on the small Qwen3.5 dataset
+
+## Usage
+
+This bundle is meant for **TokForge / MNN**, not standard HF Inference.
+
+Typical TokForge recipe:
+
+```json
+{
+  "backend_type": "cpu",
+  "thread_num": 2,
+  "precision": "low",
+  "memory": "low",
+  "sampler_type": "greedy",
+  "speculative_type": "draftmodel",
+  "draft_predict_length": 2,
+  "draft_config_path": "/path/to/config_cpu.json"
+}
+```
 
 ## Status
 
@@ -40,6 +59,16 @@ This is currently best treated as **experimental**:
 - useful for reproducing training/export experiments
 - not currently the top practical mobile recommendation versus the stronger `Qwen3-0.6B` draft lane
 
+## Limitations and Intended Use
+
+- This is an experimental `Qwen3.5` draft lane, not the strongest practical mobile draft we have.
+- Cross-family drafting was generally weaker than the same-architecture `Qwen3-0.6B -> Qwen3` draft lane.
+- Use this for reproducibility and research rather than as the default recommended draft.
+
+## Collection
+
+- [TokForge Mobile Draft Models](https://huggingface.co/collections/darkmaniac7/tokforge-mobile-draft-models-69c36153ea7084ce78329665)
+
 ## Included files
 
 - `llm.mnn`