初始化项目，由ModelHub XC社区提供模型

Model: build-small-hackathon/deku-gguf
Source: Original Platform

.gitattributes

@@ -0,0 +1,37 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+deku-f16.gguf filter=lfs diff=lfs merge=lfs -text
+deku-q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+license: apache-2.0
+base_model: build-small-hackathon/deku
+tags:
+- gguf
+- llama.cpp
+- knowledge-distillation
+- qwen2
+pipeline_tag: text-generation
+---
+
+# Deku — GGUF (llama.cpp)
+
+GGUF builds of [**build-small-hackathon/deku**](https://huggingface.co/build-small-hackathon/deku),
+the One for All student: a Qwen2.5-0.5B distilled from 6 teachers via gated CKA
+geometry distillation. The LoRA adapter is merged into the base, then converted
+with `llama.cpp`'s `convert_hf_to_gguf.py`.
+
+## Files
+
+| File | Size | Use |
+|------|------|-----|
+| `deku-q8_0.gguf` | ~531 MB | what the Space serves — near-lossless, CPU-friendly |
+| `deku-f16.gguf` | ~994 MB | archival full-precision build |
+| `gating.npz` | ~22 KB | the teacher-gating head as numpy (`weight` 6×896, `bias` 6) |
+
+## Run
+
+```bash
+llama-cli -m deku-q8_0.gguf -p "Explain gradient descent in one sentence."
+```
+
+```python
+from llama_cpp import Llama
+llm = Llama(model_path="deku-q8_0.gguf", n_ctx=2048)
+print(llm.create_chat_completion(
+    messages=[{"role": "user", "content": "Why is the sky blue?"}]
+)["choices"][0]["message"]["content"])
+```
+
+## Teacher gating without torch
+
+`gating.npz` lets you reproduce the live "teacher influence" meters from the
+[Space](https://huggingface.co/spaces/build-small-hackathon/one-for-all) using
+only numpy on a mean-pooled embedding from `llama.cpp`:
+
+```python
+import numpy as np
+g = np.load("gating.npz")          # g["weight"] (6, 896), g["bias"] (6,)
+def gate(emb):                     # emb: 896-dim pooled embedding
+    z = g["weight"] @ emb + g["bias"]
+    e = np.exp(z - z.max())
+    return e / e.sum()             # softmax over the 6 teachers
+```
+
+Teacher order: `qwen, smollm, phi, gemma, minicpm, nemotron`.

deku-f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:501ce0962de4c09b0bc4aaa934e2c1f980b2d945e2acbfaad61341aef5274aec
+size 994156352

deku-q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df1eb37ae3f215aa2067c8c6e7d1857f38df6ae3d91e919cb55f57c9fb0f41d1
+size 531067712

gating.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1235b920ba38c6957bf4a777edb023d8e9517bba6880db6707f92e87c6062930
+size 22034