From 5b2e5831ae4323bf8e453863c7eb243fc6eefd83 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 10 Jul 2026 08:10:10 +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-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ README.md | 64 ++++++++++++++++++++++++++++ RampedUp-Mistral-7B-v0.6.IQ4_XS.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q2_K.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q6_K.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.Q8_0.gguf | 3 ++ RampedUp-Mistral-7B-v0.6.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.IQ4_XS.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q2_K.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q6_K.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.Q8_0.gguf create mode 100644 RampedUp-Mistral-7B-v0.6.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d81a4e1 --- /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.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.f16.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RampedUp-Mistral-7B-v0.6.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..18b1ca7 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: selvamathan-rampedup/RampedUp-Mistral-7B-v0.6 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/selvamathan-rampedup/RampedUp-Mistral-7B-v0.6 + + +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-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RampedUp-Mistral-7B-v0.6-GGUF/resolve/main/RampedUp-Mistral-7B-v0.6.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.IQ4_XS.gguf b/RampedUp-Mistral-7B-v0.6.IQ4_XS.gguf new file mode 100644 index 0000000..2d99611 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24356cd8a83e7368d637624f54d0f7318e35b4976fd9e6c1f89355c32c255c5d +size 3944400512 diff --git a/RampedUp-Mistral-7B-v0.6.Q2_K.gguf b/RampedUp-Mistral-7B-v0.6.Q2_K.gguf new file mode 100644 index 0000000..999a511 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0618b93cb9e7d20a0d9d384643771425d67c1427ed9e2080de267ddf2772d64f +size 2719252480 diff --git a/RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf b/RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf new file mode 100644 index 0000000..8238849 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1145a8ea28ea22a1aa92bc465dbc8e37e14e399c508572c6749651b63cd3707c +size 3822035776 diff --git a/RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf b/RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf new file mode 100644 index 0000000..900545a --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:172f9cdabdb03810884111c1b38d3b066e2fc4cab1d5c0a897270e93d7bfe32a +size 3518997312 diff --git a/RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf b/RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf new file mode 100644 index 0000000..9a7ffba --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6466826a0459b841325985332f422b96a38f104ecfac188a5d6fa217070a204 +size 3164578624 diff --git a/RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf b/RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf new file mode 100644 index 0000000..04a0055 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26e26b45d2c7dddc3dce81e4e86b1e4f9057dd59194ead30d333f3818e82b773 +size 4368451456 diff --git a/RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf b/RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf new file mode 100644 index 0000000..9c0f7f5 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b0a506925ada92d0e8b29f72b9db1296f3c0f0a131b0ccaa1e70dee1b295df9 +size 4140386176 diff --git a/RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf b/RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf new file mode 100644 index 0000000..29669b3 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9ca8d637c6383bf51436fdddd8e9bc7a3c985576c2f096fbc820c088ba85f94 +size 5131422592 diff --git a/RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf b/RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf new file mode 100644 index 0000000..a323aba --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e08631e742f958e853e317ab51a09c5a4ff44813e241fbd072b6ce265bd14693 +size 4997729152 diff --git a/RampedUp-Mistral-7B-v0.6.Q6_K.gguf b/RampedUp-Mistral-7B-v0.6.Q6_K.gguf new file mode 100644 index 0000000..5832573 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:233a63a8582a91fcd523c29f0536e2865a3de6bc950ec023e365a5793e8255b4 +size 5942079424 diff --git a/RampedUp-Mistral-7B-v0.6.Q8_0.gguf b/RampedUp-Mistral-7B-v0.6.Q8_0.gguf new file mode 100644 index 0000000..626e887 --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5072a267207c0c1ea52d642440ba3dbc096149011f321d675ba4a526de835de +size 7695875904 diff --git a/RampedUp-Mistral-7B-v0.6.f16.gguf b/RampedUp-Mistral-7B-v0.6.f16.gguf new file mode 100644 index 0000000..b6f55af --- /dev/null +++ b/RampedUp-Mistral-7B-v0.6.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:507662c6a84dfe095d1488c13b9b449cd400f9e75245a9f63c39c2ac81157bd7 +size 14484765504