From b70656612eff8a1d7335d72682949f83359a284a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 14 Jun 2026 08:44:15 +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/openinstruct-mistral-7b-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ README.md | 66 +++++++++++++++++++++++++++++ openinstruct-mistral-7b.IQ4_XS.gguf | 3 ++ openinstruct-mistral-7b.Q2_K.gguf | 3 ++ openinstruct-mistral-7b.Q3_K_L.gguf | 3 ++ openinstruct-mistral-7b.Q3_K_M.gguf | 3 ++ openinstruct-mistral-7b.Q3_K_S.gguf | 3 ++ openinstruct-mistral-7b.Q4_K_M.gguf | 3 ++ openinstruct-mistral-7b.Q4_K_S.gguf | 3 ++ openinstruct-mistral-7b.Q5_K_M.gguf | 3 ++ openinstruct-mistral-7b.Q5_K_S.gguf | 3 ++ openinstruct-mistral-7b.Q6_K.gguf | 3 ++ 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filter=lfs diff=lfs merge=lfs -text +openinstruct-mistral-7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +openinstruct-mistral-7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +openinstruct-mistral-7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +openinstruct-mistral-7b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +openinstruct-mistral-7b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..4b8a047 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: monology/openinstruct-mistral-7b +datasets: +- monology/VMware-open-instruct-higgsfield +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/monology/openinstruct-mistral-7b + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/openinstruct-mistral-7b-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/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/openinstruct-mistral-7b-GGUF/resolve/main/openinstruct-mistral-7b.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/openinstruct-mistral-7b.IQ4_XS.gguf b/openinstruct-mistral-7b.IQ4_XS.gguf new file mode 100644 index 0000000..6c51fff --- /dev/null +++ b/openinstruct-mistral-7b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62120246ee55b9473a17d377e5f592beb12166d5078a13e7af661e03c9aea919 +size 3944395328 diff --git a/openinstruct-mistral-7b.Q2_K.gguf b/openinstruct-mistral-7b.Q2_K.gguf new file mode 100644 index 0000000..b9d5777 --- /dev/null +++ b/openinstruct-mistral-7b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:220bbadd67922c63abb74c28d45e292d1708616c02fc24abce354379bdc48884 +size 2719248128 diff --git a/openinstruct-mistral-7b.Q3_K_L.gguf b/openinstruct-mistral-7b.Q3_K_L.gguf new file mode 100644 index 0000000..ef4160a --- /dev/null +++ b/openinstruct-mistral-7b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24bbdc35d0e5d0e6f5b87416d4f623529a483d1d286566c0f75107371ff543ca +size 3822031008 diff --git a/openinstruct-mistral-7b.Q3_K_M.gguf b/openinstruct-mistral-7b.Q3_K_M.gguf new file mode 100644 index 0000000..48c6ccb --- /dev/null +++ b/openinstruct-mistral-7b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9e369fd37f65292a4e1a921c3aa8a1839e6fa9eeed6a4e4285abe999c6e3301 +size 3518992544 diff --git a/openinstruct-mistral-7b.Q3_K_S.gguf b/openinstruct-mistral-7b.Q3_K_S.gguf new file mode 100644 index 0000000..a3c2ef9 --- /dev/null +++ b/openinstruct-mistral-7b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82a346d5247c1bafd67a9d2df032cefa4046ef92d13864c2394ce10502d22f5c +size 3164573856 diff --git a/openinstruct-mistral-7b.Q4_K_M.gguf b/openinstruct-mistral-7b.Q4_K_M.gguf new file mode 100644 index 0000000..6e9e3ad --- /dev/null +++ b/openinstruct-mistral-7b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:002c1fdbbe3c4b4345639dd0b72eca94c63804f70146d300455cd66d19aaa2d8 +size 4368446144 diff --git a/openinstruct-mistral-7b.Q4_K_S.gguf b/openinstruct-mistral-7b.Q4_K_S.gguf new file mode 100644 index 0000000..8c8f37b --- /dev/null +++ b/openinstruct-mistral-7b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d4c50aa0469b95ecee4de0aeba4ba03c83c03a917e5948193fd34f538a89a18 +size 4140380864 diff --git a/openinstruct-mistral-7b.Q5_K_M.gguf b/openinstruct-mistral-7b.Q5_K_M.gguf new file mode 100644 index 0000000..ce29226 --- /dev/null +++ b/openinstruct-mistral-7b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7eeec9ce930a3ec570f62685aca970c0c767f191f819750e83344c97f230d39 +size 5131416768 diff --git a/openinstruct-mistral-7b.Q5_K_S.gguf b/openinstruct-mistral-7b.Q5_K_S.gguf new file mode 100644 index 0000000..c810831 --- /dev/null +++ b/openinstruct-mistral-7b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08d3f5004a4d478cf2c105057c78f1d20d0aa091a4e48094777ad14408558809 +size 4997723328 diff --git a/openinstruct-mistral-7b.Q6_K.gguf b/openinstruct-mistral-7b.Q6_K.gguf new file mode 100644 index 0000000..f956a54 --- /dev/null +++ b/openinstruct-mistral-7b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61d9cfd4dcebcbf6b84f8ab46351ccd173b667746158f8e6ff5b5fe552a6a180 +size 5942073056 diff --git a/openinstruct-mistral-7b.Q8_0.gguf b/openinstruct-mistral-7b.Q8_0.gguf new file mode 100644 index 0000000..6302b6f --- /dev/null +++ b/openinstruct-mistral-7b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b484a539d6c4532284c3f7f3c60b7522ec23fc46f64aaedba221b7acae39c8e +size 7695867552 diff --git a/openinstruct-mistral-7b.f16.gguf b/openinstruct-mistral-7b.f16.gguf new file mode 100644 index 0000000..d6ca79d --- /dev/null +++ b/openinstruct-mistral-7b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98def3f98009e8d0daaf97d4417147748d107d2013ac268de0f60aeed4745d6a +size 14484749472