From fa00ca8583abb38a840fe8b11f20b474972dc788 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 13 Apr 2026 19:48:06 +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/Aurostral-Small-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++ Aurostral-Small.IQ4_XS.gguf | 3 ++ Aurostral-Small.Q2_K.gguf | 3 ++ Aurostral-Small.Q3_K_L.gguf | 3 ++ Aurostral-Small.Q3_K_M.gguf | 3 ++ Aurostral-Small.Q3_K_S.gguf | 3 ++ Aurostral-Small.Q4_K_M.gguf | 3 ++ Aurostral-Small.Q4_K_S.gguf | 3 ++ Aurostral-Small.Q5_K_M.gguf | 3 ++ Aurostral-Small.Q5_K_S.gguf | 3 ++ Aurostral-Small.Q6_K.gguf | 3 ++ Aurostral-Small.Q8_0.gguf | 3 ++ Aurostral-Small.mmproj-Q8_0.gguf | 3 ++ Aurostral-Small.mmproj-f16.gguf | 3 ++ README.md | 75 ++++++++++++++++++++++++++++++++ 15 files changed, 162 insertions(+) create mode 100644 .gitattributes create mode 100644 Aurostral-Small.IQ4_XS.gguf create mode 100644 Aurostral-Small.Q2_K.gguf create mode 100644 Aurostral-Small.Q3_K_L.gguf create mode 100644 Aurostral-Small.Q3_K_M.gguf create mode 100644 Aurostral-Small.Q3_K_S.gguf create mode 100644 Aurostral-Small.Q4_K_M.gguf create mode 100644 Aurostral-Small.Q4_K_S.gguf create mode 100644 Aurostral-Small.Q5_K_M.gguf create mode 100644 Aurostral-Small.Q5_K_S.gguf create mode 100644 Aurostral-Small.Q6_K.gguf create mode 100644 Aurostral-Small.Q8_0.gguf create mode 100644 Aurostral-Small.mmproj-Q8_0.gguf create mode 100644 Aurostral-Small.mmproj-f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c4ad92c --- /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 +Aurostral-Small.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aurostral-Small.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Aurostral-Small.IQ4_XS.gguf b/Aurostral-Small.IQ4_XS.gguf new file mode 100644 index 0000000..7b0a211 --- /dev/null +++ b/Aurostral-Small.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab3c3cb81ff2c6e9cfbcffe60756e75fee13cc7bd775e187e0b1e63135650e50 +size 12889989152 diff --git a/Aurostral-Small.Q2_K.gguf b/Aurostral-Small.Q2_K.gguf new file mode 100644 index 0000000..52c3abd --- /dev/null +++ b/Aurostral-Small.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b229840a7a3677fd5c35455f170848e6428eaa3f75a2acd771d3bc631058f49 +size 8890327072 diff --git a/Aurostral-Small.Q3_K_L.gguf b/Aurostral-Small.Q3_K_L.gguf new file mode 100644 index 0000000..f151c1b --- /dev/null +++ b/Aurostral-Small.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d055d8acb4c533574b9711efe42dcfbf94a303040f6ba902a00ac843b6f469 +size 12400762912 diff --git a/Aurostral-Small.Q3_K_M.gguf b/Aurostral-Small.Q3_K_M.gguf new file mode 100644 index 0000000..9c3fda7 --- /dev/null +++ b/Aurostral-Small.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0fc8935d396609f69671419322cc7c07be5f0b57e30e956169df5c4f31fff51 +size 11474083872 diff --git a/Aurostral-Small.Q3_K_S.gguf b/Aurostral-Small.Q3_K_S.gguf new file mode 100644 index 0000000..2e6e9f4 --- /dev/null +++ b/Aurostral-Small.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c506bd4ec51a600d8db645adaeb21e6a253d52ad10073f31f21ce99c6dd9480 +size 10400276512 diff --git a/Aurostral-Small.Q4_K_M.gguf b/Aurostral-Small.Q4_K_M.gguf new file mode 100644 index 0000000..5551373 --- /dev/null +++ b/Aurostral-Small.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd8d0963c2e3bf8128796e8e618c95072c77b32b1843a48d686c7c2c82a8cc32 +size 14333911072 diff --git a/Aurostral-Small.Q4_K_S.gguf b/Aurostral-Small.Q4_K_S.gguf new file mode 100644 index 0000000..f691632 --- /dev/null +++ b/Aurostral-Small.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca609f0d2ae037246a84e375f82629103f90a393145561d88371350026504d75 +size 13549281312 diff --git a/Aurostral-Small.Q5_K_M.gguf b/Aurostral-Small.Q5_K_M.gguf new file mode 100644 index 0000000..6c1ab89 --- /dev/null +++ b/Aurostral-Small.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c1086c86bed5a9d5d200cfb464eb67d6aef170070c2cdd69abf0983d1586f01 +size 16763985952 diff --git a/Aurostral-Small.Q5_K_S.gguf b/Aurostral-Small.Q5_K_S.gguf new file mode 100644 index 0000000..913d7a1 --- /dev/null +++ b/Aurostral-Small.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09cf82c88893342da6af8a440c4f3dae338bcbff10ccbdde2354162f501e3b2f +size 16304414752 diff --git a/Aurostral-Small.Q6_K.gguf b/Aurostral-Small.Q6_K.gguf new file mode 100644 index 0000000..46085ea --- /dev/null +++ b/Aurostral-Small.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb52a1915031bffe8516edc3e44818f8185744640df17eea2a2d3c5aad29365f +size 19345940512 diff --git a/Aurostral-Small.Q8_0.gguf b/Aurostral-Small.Q8_0.gguf new file mode 100644 index 0000000..3de9c84 --- /dev/null +++ b/Aurostral-Small.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1aa3cbb9fddb90b310dbd3699929e1497f6c5a05ce1a57f68c435d8279412b62 +size 25054781472 diff --git a/Aurostral-Small.mmproj-Q8_0.gguf b/Aurostral-Small.mmproj-Q8_0.gguf new file mode 100644 index 0000000..fa101cc --- /dev/null +++ b/Aurostral-Small.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dee9d688c3e5c4e9679dfbe94c5da60deae6a800ffdc00018a059064abd4d169 +size 467143168 diff --git a/Aurostral-Small.mmproj-f16.gguf b/Aurostral-Small.mmproj-f16.gguf new file mode 100644 index 0000000..767e2ba --- /dev/null +++ b/Aurostral-Small.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4310c054f90f2b5cd110378c0c5e00aba7234d7e4ceafd5d5fce63762daecb26 +size 878053888 diff --git a/README.md b/README.md new file mode 100644 index 0000000..dd7b35e --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: Svngoku/FlamGuard-Small +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral3 +--- +## About + + + + + + +static quants of https://huggingface.co/Svngoku/FlamGuard-Small + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Aurostral-Small-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Aurostral-Small-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/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.6 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.mmproj-f16.gguf) | mmproj-f16 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q2_K.gguf) | Q2_K | 9.0 | | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q3_K_S.gguf) | Q3_K_S | 10.5 | | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q3_K_M.gguf) | Q3_K_M | 11.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q3_K_L.gguf) | Q3_K_L | 12.5 | | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.IQ4_XS.gguf) | IQ4_XS | 13.0 | | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q4_K_S.gguf) | Q4_K_S | 13.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q4_K_M.gguf) | Q4_K_M | 14.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q5_K_S.gguf) | Q5_K_S | 16.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q5_K_M.gguf) | Q5_K_M | 16.9 | | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q6_K.gguf) | Q6_K | 19.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Aurostral-Small-GGUF/resolve/main/Aurostral-Small.Q8_0.gguf) | Q8_0 | 25.2 | fast, best quality | + +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. + +