From f76388e9c22892ad3b178dd619756d613c16f60e Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 19 May 2026 03:54:49 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/orca_mini_v6_8b-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++ README.md | 64 +++++++++++++++++++++++++++++++++++++ orca_mini_v6_8b.IQ4_XS.gguf | 3 ++ orca_mini_v6_8b.Q2_K.gguf | 3 ++ orca_mini_v6_8b.Q3_K_L.gguf | 3 ++ orca_mini_v6_8b.Q3_K_M.gguf | 3 ++ orca_mini_v6_8b.Q3_K_S.gguf | 3 ++ orca_mini_v6_8b.Q4_K_M.gguf | 3 ++ orca_mini_v6_8b.Q4_K_S.gguf | 3 ++ orca_mini_v6_8b.Q5_K_M.gguf | 3 ++ orca_mini_v6_8b.Q5_K_S.gguf | 3 ++ orca_mini_v6_8b.Q6_K.gguf | 3 ++ orca_mini_v6_8b.Q8_0.gguf | 3 ++ orca_mini_v6_8b.f16.gguf | 3 ++ 14 files changed, 147 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 orca_mini_v6_8b.IQ4_XS.gguf create mode 100644 orca_mini_v6_8b.Q2_K.gguf create mode 100644 orca_mini_v6_8b.Q3_K_L.gguf create mode 100644 orca_mini_v6_8b.Q3_K_M.gguf create mode 100644 orca_mini_v6_8b.Q3_K_S.gguf create mode 100644 orca_mini_v6_8b.Q4_K_M.gguf create mode 100644 orca_mini_v6_8b.Q4_K_S.gguf create mode 100644 orca_mini_v6_8b.Q5_K_M.gguf create mode 100644 orca_mini_v6_8b.Q5_K_S.gguf create mode 100644 orca_mini_v6_8b.Q6_K.gguf create mode 100644 orca_mini_v6_8b.Q8_0.gguf create mode 100644 orca_mini_v6_8b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..421cd94 --- /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_v6_8b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.f16.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orca_mini_v6_8b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..0fa1b46 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: pankajmathur/orca_mini_v6_8b +language: +- en +library_name: transformers +license: llama3 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/pankajmathur/orca_mini_v6_8b + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/orca_mini_v6_8b-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/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/orca_mini_v6_8b-GGUF/resolve/main/orca_mini_v6_8b.f16.gguf) | f16 | 16.2 | 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_v6_8b.IQ4_XS.gguf b/orca_mini_v6_8b.IQ4_XS.gguf new file mode 100644 index 0000000..0afc727 --- /dev/null +++ b/orca_mini_v6_8b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfaff5c4f6c6d28ec94b2455f3507b96f4325cebf0caa107305e6b79b84777c3 +size 4484374432 diff --git a/orca_mini_v6_8b.Q2_K.gguf b/orca_mini_v6_8b.Q2_K.gguf new file mode 100644 index 0000000..f71afa0 --- /dev/null +++ b/orca_mini_v6_8b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e48d082cc9fa598d622662358810a2e567062f52d24a8002f8493c6e84e714f5 +size 3179141408 diff --git a/orca_mini_v6_8b.Q3_K_L.gguf b/orca_mini_v6_8b.Q3_K_L.gguf new file mode 100644 index 0000000..875ec14 --- /dev/null +++ b/orca_mini_v6_8b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfdb211e421c51fcf393d42ea1d32d730ba83414ebb318b101f336b4dc01f5f7 +size 4321967200 diff --git a/orca_mini_v6_8b.Q3_K_M.gguf b/orca_mini_v6_8b.Q3_K_M.gguf new file mode 100644 index 0000000..f039ca6 --- /dev/null +++ b/orca_mini_v6_8b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66cf2ea455f713ac155c88fe95d4d209ae6e63055f57a48d2ba559b254b6917d +size 4018928736 diff --git a/orca_mini_v6_8b.Q3_K_S.gguf b/orca_mini_v6_8b.Q3_K_S.gguf new file mode 100644 index 0000000..4820a18 --- /dev/null +++ b/orca_mini_v6_8b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2846ec3d1d6db8c1e0277b9d58e51416bb2548ead0be2ba0eb3580f03c646f56 +size 3664510048 diff --git a/orca_mini_v6_8b.Q4_K_M.gguf b/orca_mini_v6_8b.Q4_K_M.gguf new file mode 100644 index 0000000..2691f41 --- /dev/null +++ b/orca_mini_v6_8b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bc8c1ac874ae71c77e3b0a95bd4bd528bd0e6887ae2e85bcad44fb087dcc4d8 +size 4920746144 diff --git a/orca_mini_v6_8b.Q4_K_S.gguf b/orca_mini_v6_8b.Q4_K_S.gguf new file mode 100644 index 0000000..6fe2ac7 --- /dev/null +++ b/orca_mini_v6_8b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:670a7c833d51fdf28fc1b6dbc2af2b48571576419a2802e9083a0b3c1486a407 +size 4692680864 diff --git a/orca_mini_v6_8b.Q5_K_M.gguf b/orca_mini_v6_8b.Q5_K_M.gguf new file mode 100644 index 0000000..2ea724c --- /dev/null +++ b/orca_mini_v6_8b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c37b7c9f346f0898ff68568f1d5ad00f2b8b27698ba3ad2b59f2d361a8a3e57 +size 5733000352 diff --git a/orca_mini_v6_8b.Q5_K_S.gguf b/orca_mini_v6_8b.Q5_K_S.gguf new file mode 100644 index 0000000..b66e1b3 --- /dev/null +++ b/orca_mini_v6_8b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8095f083047016ff5e37bf81efd8cea13e47e48c28c871be053c4863f64107f2 +size 5599306912 diff --git a/orca_mini_v6_8b.Q6_K.gguf b/orca_mini_v6_8b.Q6_K.gguf new file mode 100644 index 0000000..df9c9c0 --- /dev/null +++ b/orca_mini_v6_8b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a8249a85e34b830ce71b19b3a1e423ef5fe2a66d4363f70ca8111aee35fd313 +size 6596020448 diff --git a/orca_mini_v6_8b.Q8_0.gguf b/orca_mini_v6_8b.Q8_0.gguf new file mode 100644 index 0000000..ff56d48 --- /dev/null +++ b/orca_mini_v6_8b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a760bb4d993f9574eefba215202fb4e7ff78008e8da96acb76daf4e092e64f12 +size 8540788832 diff --git a/orca_mini_v6_8b.f16.gguf b/orca_mini_v6_8b.f16.gguf new file mode 100644 index 0000000..f864c19 --- /dev/null +++ b/orca_mini_v6_8b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5e74d36fcd8aa2f878b94367f87987ffa4dd7082589e75620ed6a1095db5dc2 +size 16068924512