commit 2b26e36a64fd36a0791b73c2629efdc1b53b51be Author: ModelHub XC Date: Sun Oct 4 19:52:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TinyWand-kiqu-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f1c2c80 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +TinyWand-kiqu.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.f16.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-kiqu.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..a64c78b --- /dev/null +++ b/README.md @@ -0,0 +1,65 @@ +--- +base_model: maywell/TinyWand-kiqu +language: +- en +library_name: transformers +license: cc-by-sa-4.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/maywell/TinyWand-kiqu + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q3_K_S.gguf) | Q3_K_S | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q4_0_4_4.gguf) | Q4_0_4_4 | 1.0 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q5_K_S.gguf) | Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q6_K.gguf) | Q6_K | 1.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.Q8_0.gguf) | Q8_0 | 1.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-kiqu-GGUF/resolve/main/TinyWand-kiqu.f16.gguf) | f16 | 3.4 | 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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/TinyWand-kiqu.IQ4_XS.gguf b/TinyWand-kiqu.IQ4_XS.gguf new file mode 100644 index 0000000..51f804c --- /dev/null +++ b/TinyWand-kiqu.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bb9e5679c949e0f7428308225b2a4dd0eb205348638d6a776ddccab3f0cfb2c +size 895354400 diff --git a/TinyWand-kiqu.Q2_K.gguf b/TinyWand-kiqu.Q2_K.gguf new file mode 100644 index 0000000..756d14f --- /dev/null +++ b/TinyWand-kiqu.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71edd13100c23cb4d1843e67475ed73154004a0411d5ec0a646591138312a2ed +size 626386464 diff --git a/TinyWand-kiqu.Q3_K_L.gguf b/TinyWand-kiqu.Q3_K_L.gguf new file mode 100644 index 0000000..f60428f --- /dev/null +++ b/TinyWand-kiqu.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad1f06ed978d8f37004a528a3e7c7906a7750b9fe0f06f7e4e94e36155e781ce +size 869094944 diff --git a/TinyWand-kiqu.Q3_K_M.gguf b/TinyWand-kiqu.Q3_K_M.gguf new file mode 100644 index 0000000..6e1b7d0 --- /dev/null +++ b/TinyWand-kiqu.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54cb6bdc1dbecb2d63096c4af4e763c785a39b9be76cd6631a0ed55c0433c1aa +size 803034656 diff --git a/TinyWand-kiqu.Q3_K_S.gguf b/TinyWand-kiqu.Q3_K_S.gguf new file mode 100644 index 0000000..dbe975f --- /dev/null +++ b/TinyWand-kiqu.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db41008fc1d2ea0fa7db2ad78ce124d280474d2d3dfb2197c580d944c7113719 +size 726627872 diff --git a/TinyWand-kiqu.Q4_0_4_4.gguf b/TinyWand-kiqu.Q4_0_4_4.gguf new file mode 100644 index 0000000..670a0f4 --- /dev/null +++ b/TinyWand-kiqu.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a513fcc12ea79ecd53024a21163999325c9ac16abb128892e2a65ff789d8ba13 +size 934200864 diff --git a/TinyWand-kiqu.Q4_K_M.gguf b/TinyWand-kiqu.Q4_K_M.gguf new file mode 100644 index 0000000..45a8292 --- /dev/null +++ b/TinyWand-kiqu.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01806c450aa848080721470f494593234312b6e65a7cbce410255f221b2cbedd +size 987051552 diff --git a/TinyWand-kiqu.Q4_K_S.gguf b/TinyWand-kiqu.Q4_K_S.gguf new file mode 100644 index 0000000..7dae7be --- /dev/null +++ b/TinyWand-kiqu.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e2ed029baaa9b3a71716438ef66aa53ae91813275205d54e41834b8f3053d88 +size 940230176 diff --git a/TinyWand-kiqu.Q5_K_M.gguf b/TinyWand-kiqu.Q5_K_M.gguf new file mode 100644 index 0000000..6c2e5ba --- /dev/null +++ b/TinyWand-kiqu.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6b0be75fa025d4c2d2a5c5dc7f44fa793d589381bb9d14b69bd58091cf3a007 +size 1156789792 diff --git a/TinyWand-kiqu.Q5_K_S.gguf b/TinyWand-kiqu.Q5_K_S.gguf new file mode 100644 index 0000000..e11aece --- /dev/null +++ b/TinyWand-kiqu.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42d2abd0977b4da647ac18886aa4ce8478914a3e5ca5d8f51d731b4c5ce61a28 +size 1129563680 diff --git a/TinyWand-kiqu.Q6_K.gguf b/TinyWand-kiqu.Q6_K.gguf new file mode 100644 index 0000000..0db8004 --- /dev/null +++ b/TinyWand-kiqu.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f20f076f92ff4c36e718a1dda8126163e7ddc42acc82f8c5a2cbf74e22a36c47 +size 1337136672 diff --git a/TinyWand-kiqu.Q8_0.gguf b/TinyWand-kiqu.Q8_0.gguf new file mode 100644 index 0000000..296c4de --- /dev/null +++ b/TinyWand-kiqu.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c328bd567d054038d3ad5a024f7c68f7f249fb9b594395843479ca04b7076f6 +size 1731524128 diff --git a/TinyWand-kiqu.f16.gguf b/TinyWand-kiqu.f16.gguf new file mode 100644 index 0000000..99b5049 --- /dev/null +++ b/TinyWand-kiqu.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66a380509bc0856596f378e4adb40433c1597bca577905e0aa88ff96d795bc1e +size 3258185248