From d48f4d54ac8dae042b88dc71b65e66caf00ece33 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 6 Oct 2026 17:05:17 +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/RampedUp-Mistral-7B-v0.6.1-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++ README.md | 64 ++++++++++++++++++++++++++ RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.1.f16.gguf | 3 ++ 14 files changed, 147 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.1.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..93680fc --- /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 +RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.f16.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..9a85c68 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: selvamathan-rampedup/RampedUp-Mistral-7B-v0.6.1 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/selvamathan-rampedup/RampedUp-Mistral-7B-v0.6.1 + + +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/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6.1-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.1.f16.gguf) | f16 | 14.6 | 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/RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf b/RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf new file mode 100644 index 0000000..ab44a91 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ab00165e82842490235424666c285e81c5f43feb74bac9dd7372090c5c104d2 +size 3944400512 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf b/RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf new file mode 100644 index 0000000..cd22d81 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8da23b584cba8106ccba0514f520b2125304e0dd2078e162f5cfaa553d2ea2a4 +size 2719252480 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf b/RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf new file mode 100644 index 0000000..d4243b4 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b5363122b3fa0f7708a7bd90cecd55f42d4ac772ce972525da80f9619746279 +size 3822035776 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf b/RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf new file mode 100644 index 0000000..acbdf73 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30fc717913b6c71db1e8a184740a6015a1e5f0989d99cee71307427e4c8f10f5 +size 3518997312 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf b/RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf new file mode 100644 index 0000000..05d0883 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf82c361056a834cf4f1e836e91d036261bef4b31d4860d58e0c46b2b78724d0 +size 3164578624 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf b/RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf new file mode 100644 index 0000000..59391df --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b53339ffc68e78f0924a5ae2ccf0bd1e7c3a3c6929610bf1f186e719d9b574ec +size 4368451456 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf b/RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf new file mode 100644 index 0000000..4ba6a89 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b47606b43d19a0295e51045dd3da469506d54423c8c965904fb10ae9b9a4dd0b +size 4140386176 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf b/RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf new file mode 100644 index 0000000..79b17ec --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:370189a76244cc38a409755614bd4bf4768570ae5e0a1f551d47bf402161e6bd +size 5131422592 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf b/RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf new file mode 100644 index 0000000..682413b --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8297d36047cfb82d8ec4b5c7e0b3f2e8f72d00d90cca0a3740b7cc43b1dfbcf3 +size 4997729152 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf b/RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf new file mode 100644 index 0000000..28134a7 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13d28d223d6490bcb5dc8004903234980eeed5a6257a907c36e4b7d53046b257 +size 5942079424 diff --git a/RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf b/RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf new file mode 100644 index 0000000..5a92e37 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5dff986f5fd26ccdfd384acada164df070e6fb472487a4898653d922945023c +size 7695875904 diff --git a/RampedUp-Mistral-7B-v0.6.1.f16.gguf b/RampedUp-Mistral-7B-v0.6.1.f16.gguf new file mode 100644 index 0000000..8f00fc9 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88276c23847d2620fd07df88fcfd3916a245bacb5f0fdafbe811450d00f66a98 +size 14484765504