From c0add3e1dec52145366c7c113ed0b76a46abc8a9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 14 Oct 2026 15:18:18 +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/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++ README.md | 64 +++++++++++++++++++ ...aLLMxQwen2.5-Coder-7B-Instruct.IQ4_XS.gguf | 3 + SenecaLLMxQwen2.5-Coder-7B-Instruct.Q2_K.gguf | 3 + ...aLLMxQwen2.5-Coder-7B-Instruct.Q3_K_L.gguf | 3 + ...aLLMxQwen2.5-Coder-7B-Instruct.Q3_K_M.gguf | 3 + ...aLLMxQwen2.5-Coder-7B-Instruct.Q3_K_S.gguf | 3 + ...aLLMxQwen2.5-Coder-7B-Instruct.Q4_K_M.gguf | 3 + ...aLLMxQwen2.5-Coder-7B-Instruct.Q4_K_S.gguf | 3 + ...aLLMxQwen2.5-Coder-7B-Instruct.Q5_K_M.gguf | 3 + 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AlicanKiraz0/SenecaLLMxQwen2.5-Coder-7B-Instruct +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/AlicanKiraz0/SenecaLLMxQwen2.5-Coder-7B-Instruct + + +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/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SenecaLLMxQwen2.5-Coder-7B-Instruct-GGUF/resolve/main/SenecaLLMxQwen2.5-Coder-7B-Instruct.f16.gguf) | f16 | 15.3 | 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/SenecaLLMxQwen2.5-Coder-7B-Instruct.IQ4_XS.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..8e93b09 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db570dae9d4eaecdac26cfb1a2a7c9152aedb605c51f7b080070f98018eb2758 +size 4250298848 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q2_K.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q2_K.gguf new file mode 100644 index 0000000..774cbb6 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eaa69fbe0942ff95c30152eb3654df4dc6faa18c31ea1a158ac4db6dd103f5da +size 3015940576 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_L.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..43229e1 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24512cfc7ee68eb63fffcd07454569ad35edd280e3990ca46a29b845f0b1da0d +size 4088459744 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_M.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..f5487a8 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82e3e8626de771a27de1819f56ec5d904d523637defe08f96285914c1ab181af +size 3808391648 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_S.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..b529fbf --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3684bc4c5823c5f48cff0aafb460a0a11418a55d4a2138b11cd7008c4ba31d62 +size 3492368864 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_M.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..d2d1ec0 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf94a12cd7aa8b483609662890372a599fa65cb3bc3178ea0004c26a352ddc08 +size 4683074016 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_S.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..7321df1 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac6c13b13ca0593203d2a796c47f72b3636347591b4b9886e11e4307344f4400 +size 4457769440 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_M.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..73ca7fa --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:914d16fdf7933b98a8cc240a9aa4e31e6f2aef47b672fed3eed22b848e0cc376 +size 5444831712 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_S.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..6808ac9 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdc1dc0935f91b0836dbfe129ba0935a78bdc3ca3658b3a758ca19b75ca2c507 +size 5315176928 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q6_K.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q6_K.gguf new file mode 100644 index 0000000..6f90332 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:532b5f2620592af38ca88a6de930fa82872444aa914e8e2cfa552ea0597afc19 +size 6254199264 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q8_0.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q8_0.gguf new file mode 100644 index 0000000..f3238e7 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:995d32c93fa77b413e5baf06f19e8ac388658e7741bb8aa218d492e3e7be4b6a +size 8098525664 diff --git a/SenecaLLMxQwen2.5-Coder-7B-Instruct.f16.gguf b/SenecaLLMxQwen2.5-Coder-7B-Instruct.f16.gguf new file mode 100644 index 0000000..79b38d8 --- /dev/null +++ b/SenecaLLMxQwen2.5-Coder-7B-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fc738c4f630179d41a9e3033ead23033db637154ff2a25eaa46843c3cdfedd1 +size 15237853664