Update dataset/model card

README.md

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+---
+license: mit
+tags: [code, lora, hypernetwork, peft]
+---
+
+# Code2LoRA — direct-projection hypernetwork
+
+Final checkpoint of the **direct-projection** Code2LoRA hypernetwork used in
+the paper. Maps a repository-level embedding into a rank-16 LoRA adapter for
+`Qwen/Qwen2.5-Coder-1.5B` in a single forward pass.
+
+## Files
+
+| File | Description |
+|---|---|
+| `code2lora_direct.pt` | Trained `Code2LoRAHead` weights (~2.7 GB, fp32). Loaded with `torch.load(map_location="cpu")`. |
+
+## Training recipe
+
+* 3 epochs on the `code2lora/code2lora-data-snapshots` dataset.
+* AdamW + cosine schedule, max-seq-len 8192, bf16, single H100 80 GB.
+* See [`code2lora/code2lora`](https://github.com/) for the trainer code.
+
+## Companion model
+
+`code2lora/code2lora-gru` -- the streaming-recurrent variant trained on
+commit deltas.