commit fd312a1e0756d6f88c2c2cefd8feb56ed8ec4f70
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Sat Sep 12 03:45:16 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: mradermacher/quipu-0.6b-GGUF
    Source: Original Platform

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..20928ef
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,47 @@
+*.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
+quipu-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+quipu-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..1f30090
--- /dev/null
+++ b/README.md
@@ -0,0 +1,84 @@
+---
+base_model: Quipuai/quipu-0.6b
+language:
+- en
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- lora
+- fine-tuned
+- reasoning
+- lightweight
+- multilingual
+- text-generation
+- conversational
+- instruction-tuned
+- qwen3
+- small-language-model
+- efficient
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags:  -->
+<!-- ### quants:  x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->
+<!-- ### quants_skip:  -->
+<!-- ### skip_mmproj:  -->
+static quants of https://huggingface.co/Quipuai/quipu-0.6b
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#quipu-0.6b-GGUF).***
+
+weighted/imatrix quants are available at https://huggingface.co/mradermacher/quipu-0.6b-i1-GGUF
+## Usage
+
+If you are unsure how to use GGUF files, refer to one of [TheBloke's
+READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
+more details, including on how to concatenate multi-part files.
+
+## Provided Quants
+
+(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
+
+| Link | Type | Size/GB | Notes |
+|:-----|:-----|--------:|:------|
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q2_K.gguf) | Q2_K | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q3_K_L.gguf) | Q3_K_L | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.IQ4_XS.gguf) | IQ4_XS | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q5_K_S.gguf) | Q5_K_S | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q5_K_M.gguf) | Q5_K_M | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q6_K.gguf) | Q6_K | 0.6 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/quipu-0.6b-GGUF/resolve/main/quipu-0.6b.f16.gguf) | f16 | 1.3 | 16 bpw, overkill |
+
+Here is a handy graph by ikawrakow comparing some lower-quality quant
+types (lower is better):
+
+![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
+
+And here are Artefact2's thoughts on the matter:
+https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
+
+## FAQ / Model Request
+
+See https://huggingface.co/mradermacher/model_requests for some answers to
+questions you might have and/or if you want some other model quantized.
+
+## Thanks
+
+I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
+me use its servers and providing upgrades to my workstation to enable
+this work in my free time.
+
+<!-- end -->
diff --git a/quipu-0.6b.IQ4_XS.gguf b/quipu-0.6b.IQ4_XS.gguf
new file mode 100644
index 0000000..0a13672
--- /dev/null
+++ b/quipu-0.6b.IQ4_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a26facbbd802eb1ba2df87e7dd2d146d83130a11e85abdd8d13b328b89182b9
+size 369278688
diff --git a/quipu-0.6b.Q2_K.gguf b/quipu-0.6b.Q2_K.gguf
new file mode 100644
index 0000000..61d8661
--- /dev/null
+++ b/quipu-0.6b.Q2_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0833717d2bb3c9c2c026e9a0d7dee9dad8449210f0e9f9310228f7ea273c9aee
+size 296238816
diff --git a/quipu-0.6b.Q3_K_L.gguf b/quipu-0.6b.Q3_K_L.gguf
new file mode 100644
index 0000000..41a87c1
--- /dev/null
+++ b/quipu-0.6b.Q3_K_L.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45e0b6e5b2ff3b9f2d9eb1faf5458c0677b203ad02280ecedb26f3f56f554ab3
+size 368492256
diff --git a/quipu-0.6b.Q3_K_M.gguf b/quipu-0.6b.Q3_K_M.gguf
new file mode 100644
index 0000000..0ea206c
--- /dev/null
+++ b/quipu-0.6b.Q3_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5ad3399cc15eee7e0a8ad0c89b3fd5320c17cdfb7f791df0915c46957a7a017
+size 347127520
diff --git a/quipu-0.6b.Q3_K_S.gguf b/quipu-0.6b.Q3_K_S.gguf
new file mode 100644
index 0000000..b9ad50f
--- /dev/null
+++ b/quipu-0.6b.Q3_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d73ac9e31aa46ab55691d1ca703b881587059bc958c9cdc3b1153dd8bdd158c2
+size 323075808
diff --git a/quipu-0.6b.Q4_K_M.gguf b/quipu-0.6b.Q4_K_M.gguf
new file mode 100644
index 0000000..62150ea
--- /dev/null
+++ b/quipu-0.6b.Q4_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12540d44b4d12e93fae542071f2987c4dffebd374c7ded550c992a4bb95ea92c
+size 396705504
diff --git a/quipu-0.6b.Q4_K_S.gguf b/quipu-0.6b.Q4_K_S.gguf
new file mode 100644
index 0000000..9aec2b5
--- /dev/null
+++ b/quipu-0.6b.Q4_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32dd1acbbc24d23bebca710d6a596340352292d79b6d4111708bbd4e1356cc0e
+size 383270624
diff --git a/quipu-0.6b.Q5_K_M.gguf b/quipu-0.6b.Q5_K_M.gguf
new file mode 100644
index 0000000..b2844da
--- /dev/null
+++ b/quipu-0.6b.Q5_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9666e68555f5d62e18da2aea417edc39fbf80d254450b1fc772bd1e7f16b22f5
+size 444415712
diff --git a/quipu-0.6b.Q5_K_S.gguf b/quipu-0.6b.Q5_K_S.gguf
new file mode 100644
index 0000000..db46d5f
--- /dev/null
+++ b/quipu-0.6b.Q5_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6257c3443d53017a83d8d30d99f068db607f2d62dfda74e74a5c47ca1f56431
+size 436616928
diff --git a/quipu-0.6b.Q6_K.gguf b/quipu-0.6b.Q6_K.gguf
new file mode 100644
index 0000000..6360280
--- /dev/null
+++ b/quipu-0.6b.Q6_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8730b917594c97040d00213818cd98930bf1ca3ff45eee741e1f24926fa9f68e
+size 495107808
diff --git a/quipu-0.6b.Q8_0.gguf b/quipu-0.6b.Q8_0.gguf
new file mode 100644
index 0000000..a487d16
--- /dev/null
+++ b/quipu-0.6b.Q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6ae7e6dbdc7e9291e07708fe832b4c38b13290295b5e5219330dad900a40636
+size 639447776
diff --git a/quipu-0.6b.f16.gguf b/quipu-0.6b.f16.gguf
new file mode 100644
index 0000000..060027f
--- /dev/null
+++ b/quipu-0.6b.f16.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e00f19dbeb5a83f928c1cb2347fd5e1980e030a7090fce4163729609a2d37ef9
+size 1198183136