From 73c76471d465a4197e70ea89dfd56be8af168866 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 9 Oct 2026 15:51:18 +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/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++ README.md | 70 +++++++++++++++++++ ...xNeuralsirkrishna_Inex12Neural.IQ4_XS.gguf | 3 + T3qm7xNeuralsirkrishna_Inex12Neural.Q2_K.gguf | 3 + ...xNeuralsirkrishna_Inex12Neural.Q3_K_L.gguf | 3 + ...xNeuralsirkrishna_Inex12Neural.Q3_K_M.gguf | 3 + ...xNeuralsirkrishna_Inex12Neural.Q3_K_S.gguf | 3 + ...xNeuralsirkrishna_Inex12Neural.Q4_K_M.gguf | 3 + ...xNeuralsirkrishna_Inex12Neural.Q4_K_S.gguf | 3 + ...xNeuralsirkrishna_Inex12Neural.Q5_K_M.gguf | 3 + 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MaziyarPanahi/T3qm7xNeuralsirkrishna_Inex12Neural +language: +- en +library_name: transformers +license: apache-2.0 +model_creator: MaziyarPanahi +model_name: T3qm7xNeuralsirkrishna_Inex12Neural +quantized_by: mradermacher +tags: +- Safetensors +- text-generation-inference +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/MaziyarPanahi/T3qm7xNeuralsirkrishna_Inex12Neural + + +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/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_Inex12Neural-GGUF/resolve/main/T3qm7xNeuralsirkrishna_Inex12Neural.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/T3qm7xNeuralsirkrishna_Inex12Neural.IQ4_XS.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.IQ4_XS.gguf new file mode 100644 index 0000000..4bafe20 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b27ecaa91f710f0d87f7c39febc1123707676ea9549ec32b30424436316fa0a +size 3944389888 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q2_K.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q2_K.gguf new file mode 100644 index 0000000..45bffd9 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b596f6082131af98d8c1548da5b4e8b52469b4375ae85007b076f240bc1d112b +size 2719243520 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_L.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_L.gguf new file mode 100644 index 0000000..8fc7794 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b6e6fb5c728a967992620439fbb80c7a59d8aea581ea47fb3c172f9ab5eb0b5 +size 3822025984 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_M.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_M.gguf new file mode 100644 index 0000000..99d1f16 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bf5dede744d4198396352247e278694c9cbe48e86f1fff26773683ff9fa583e +size 3518987520 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_S.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_S.gguf new file mode 100644 index 0000000..4784022 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15ea018f493dcb032698fb4efca4c32682ca609ad6101f5c9f9ed5abdb1c3d3d +size 3164568832 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_M.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_M.gguf new file mode 100644 index 0000000..47e4073 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3690f9b3aea38a5eecaaf4de1cb11bcd5974f48ede5a39c2685260b43a86279b +size 4368440576 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_S.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_S.gguf new file mode 100644 index 0000000..e9df9a8 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42ae61e2f4e985bcf9f515d5feaaeafb269844330a10333b521ee8e03de8a2f4 +size 4140375296 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_M.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_M.gguf new file mode 100644 index 0000000..b181a31 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8786c81949cf5ff096bdd4bc430a1272535803e36e4ad905c710bb54bbd48a09 +size 5131410688 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_S.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_S.gguf new file mode 100644 index 0000000..5c5e605 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:835e0da863e3816d389e7fadffc6b4ebf65c1ad7bb31348392ef46bd56f39f5d +size 4997717248 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q6_K.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q6_K.gguf new file mode 100644 index 0000000..0071e8e --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6194113eceff4b3355f2c95cf15b620eb4b5ec3625ca5b3ccb10643c7e9eb01d +size 5942066432 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.Q8_0.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.Q8_0.gguf new file mode 100644 index 0000000..37b9820 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4e662c3b0c0a5bc79775bcf69738e35a903bef1987d890f8466ab87695a4dab +size 7695858944 diff --git a/T3qm7xNeuralsirkrishna_Inex12Neural.f16.gguf b/T3qm7xNeuralsirkrishna_Inex12Neural.f16.gguf new file mode 100644 index 0000000..4c16ff9 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_Inex12Neural.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea5dc201f516449a33e3230b1ec6e277e039558994685260149204bf1eac598f +size 14484733184