From 11981611723562ad65626fffb8266570b4b1bb48 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 29 Sep 2026 13:21:13 +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/Saanvi-C0-12B-i1-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++ README.md | 67 ++++++++++++++++++++++++++++++++++++ Saanvi-C0-12B.i1-IQ2_XS.gguf | 3 ++ Saanvi-C0-12B.i1-IQ3_XS.gguf | 3 ++ Saanvi-C0-12B.i1-IQ4_XS.gguf | 3 ++ Saanvi-C0-12B.i1-Q4_K_M.gguf | 3 ++ Saanvi-C0-12B.i1-Q5_K_M.gguf | 3 ++ Saanvi-C0-12B.i1-Q6_K.gguf | 3 ++ 8 files changed, 132 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Saanvi-C0-12B.i1-IQ2_XS.gguf create mode 100644 Saanvi-C0-12B.i1-IQ3_XS.gguf create mode 100644 Saanvi-C0-12B.i1-IQ4_XS.gguf create mode 100644 Saanvi-C0-12B.i1-Q4_K_M.gguf create mode 100644 Saanvi-C0-12B.i1-Q5_K_M.gguf create mode 100644 Saanvi-C0-12B.i1-Q6_K.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /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 +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack 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 +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* 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 +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..c88fa70 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: riple-saanvi-lab/Saanvi-C0-12B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation +- transformer +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/riple-saanvi-lab/Saanvi-C0-12B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Saanvi-C0-12B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Saanvi-C0-12B-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://www.modelscope.cn/models/mradermacher/Saanvi-C0-12B-i1-GGUF/resolve/master/Saanvi-C0-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Saanvi-C0-12B-i1-GGUF/resolve/master/Saanvi-C0-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Saanvi-C0-12B-i1-GGUF/resolve/master/Saanvi-C0-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Saanvi-C0-12B-i1-GGUF/resolve/master/Saanvi-C0-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Saanvi-C0-12B-i1-GGUF/resolve/master/Saanvi-C0-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/Saanvi-C0-12B-i1-GGUF/resolve/master/Saanvi-C0-12B.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | practically like static Q6_K | + +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/Saanvi-C0-12B.i1-IQ2_XS.gguf b/Saanvi-C0-12B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..41cd41f --- /dev/null +++ b/Saanvi-C0-12B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f44680c5668edc1cce5c4621a1617a7219e75df32e6903b58973521383a6dd9 +size 3915080896 diff --git a/Saanvi-C0-12B.i1-IQ3_XS.gguf b/Saanvi-C0-12B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..11cea1d --- /dev/null +++ b/Saanvi-C0-12B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8622a435ddcc8c1f2f3d8c7bfbe8e4b4a64fdcdf2e212a73fea15173b8e6973 +size 5306492096 diff --git a/Saanvi-C0-12B.i1-IQ4_XS.gguf b/Saanvi-C0-12B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..138741b --- /dev/null +++ b/Saanvi-C0-12B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea2f85f29b53c5f41a7a6698e264d426954cd4d24f869d6740f9d4cb49d3379a +size 6742713536 diff --git a/Saanvi-C0-12B.i1-Q4_K_M.gguf b/Saanvi-C0-12B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..86a6cc2 --- /dev/null +++ b/Saanvi-C0-12B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f26865eba28162098d23e53cf52ae726657895362fa4ee59a18f6cd8d621a1f +size 7477208256 diff --git a/Saanvi-C0-12B.i1-Q5_K_M.gguf b/Saanvi-C0-12B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..331b7b2 --- /dev/null +++ b/Saanvi-C0-12B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf54ee83f64765f1646e0d4a8a711263ea949b06421c7c36519ddf8bacc6ccf8 +size 8727635136 diff --git a/Saanvi-C0-12B.i1-Q6_K.gguf b/Saanvi-C0-12B.i1-Q6_K.gguf new file mode 100644 index 0000000..036ac1c --- /dev/null +++ b/Saanvi-C0-12B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44c6577ec29dd67e8efcd582bb417d3e05e50358abfe3b26e5bfe79eb558f5d5 +size 10056213696