commit f50c389d4738266ff47829a56413d46a3dcb7981 Author: ModelHub XC Date: Tue Oct 13 21:32:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/orca_mini_v9_6_3B-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2b087cb --- /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 +orca_mini_v9_6_3B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v9_6_3B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..7a00cf4 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: pankajmathur/orca_mini_v9_6_3B-Instruct +datasets: +- pankajmathur/orca_mini_v1_dataset +- pankajmathur/orca_mini_v8_sharegpt_format +language: +- en +library_name: transformers +license: llama3.2 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/pankajmathur/orca_mini_v9_6_3B-Instruct + + +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/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q2_K.gguf) | Q2_K | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q3_K_S.gguf) | Q3_K_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q3_K_M.gguf) | Q3_K_M | 2.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q3_K_L.gguf) | Q3_K_L | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.IQ4_XS.gguf) | IQ4_XS | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q4_K_S.gguf) | Q4_K_S | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q4_K_M.gguf) | Q4_K_M | 2.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q5_K_S.gguf) | Q5_K_S | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q5_K_M.gguf) | Q5_K_M | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q6_K.gguf) | Q6_K | 3.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.Q8_0.gguf) | Q8_0 | 3.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_6_3B-Instruct-GGUF/resolve/main/orca_mini_v9_6_3B-Instruct.f16.gguf) | f16 | 7.3 | 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. 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/orca_mini_v9_6_3B-Instruct.IQ4_XS.gguf b/orca_mini_v9_6_3B-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..c95fe35 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da4bd6c1a3ca10d1d80ea0d88f0baf1fef4f89065e9bd07af5252a33b73a72b8 +size 2050218176 diff --git a/orca_mini_v9_6_3B-Instruct.Q2_K.gguf b/orca_mini_v9_6_3B-Instruct.Q2_K.gguf new file mode 100644 index 0000000..408c9d1 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0fab14142c3ed907103bc9eff646a0d192632de10334e855e4728858e6e50f7 +size 1493215424 diff --git a/orca_mini_v9_6_3B-Instruct.Q3_K_L.gguf b/orca_mini_v9_6_3B-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..58217b1 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab15b6be69ee29f096b8e0c05b636c9756ecd3b84fa0187faa991634bbf34003 +size 1984643264 diff --git a/orca_mini_v9_6_3B-Instruct.Q3_K_M.gguf b/orca_mini_v9_6_3B-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..cac01bc --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79758b93009fd1b49d1c3304aceb472180e367b18ff2dbaa6da6bf6f1d8bac28 +size 1856454848 diff --git a/orca_mini_v9_6_3B-Instruct.Q3_K_S.gguf b/orca_mini_v9_6_3B-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..fc9e5c1 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:573cca0ad2c23d6022756d65200a12fce71c5640af72c3b70846f57e36cdf2c4 +size 1712144576 diff --git a/orca_mini_v9_6_3B-Instruct.Q4_K_M.gguf b/orca_mini_v9_6_3B-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..19c4ff1 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be0f752dbbdb5608f634d9491621fc99a41c6bd0945648a25d6d9b4e11e24168 +size 2241001664 diff --git a/orca_mini_v9_6_3B-Instruct.Q4_K_S.gguf b/orca_mini_v9_6_3B-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..c5c060e --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d1723b758ff4176f8c74e0de8c70ab5c2050e9fe853e73acff2a6873090fcbc +size 2149824704 diff --git a/orca_mini_v9_6_3B-Instruct.Q5_K_M.gguf b/orca_mini_v9_6_3B-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..799ef4d --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f62bcd6f2532ec44029165fbd1490202ec0495209c9ef5d754bb5a1dae86cc5f +size 2593028288 diff --git a/orca_mini_v9_6_3B-Instruct.Q5_K_S.gguf b/orca_mini_v9_6_3B-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..4dff3cb --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:804e4fe4b4915594a26d463cfa443d99b2fc41e95ba3650580fa18e72e4139a8 +size 2540386496 diff --git a/orca_mini_v9_6_3B-Instruct.Q6_K.gguf b/orca_mini_v9_6_3B-Instruct.Q6_K.gguf new file mode 100644 index 0000000..7adbf5f --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d31160b3dcd3c24ca97e43fcac87133d03d7fc4a028b735a4160486a201f9903 +size 2967056576 diff --git a/orca_mini_v9_6_3B-Instruct.Q8_0.gguf b/orca_mini_v9_6_3B-Instruct.Q8_0.gguf new file mode 100644 index 0000000..a1e7e58 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04f3d80450c86b01a4f07f151da5bfef82281bd6c7589916f86cd520d64574ec +size 3840524480 diff --git a/orca_mini_v9_6_3B-Instruct.f16.gguf b/orca_mini_v9_6_3B-Instruct.f16.gguf new file mode 100644 index 0000000..12bdb32 --- /dev/null +++ b/orca_mini_v9_6_3B-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ecd3481d960da5ed32554e42c29f7ce606a02ca8f136d54886221188aff10b4 +size 7221690560