From fe3db94246d025cd1d113ed88d458873302e2e2d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 14 Jun 2026 10:39:16 +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/frassica-qwen3-4b-instruct-2507-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++ README.md | 77 +++++++++++++++++++++ frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q2_K.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q6_K.gguf | 3 + frassica-qwen3-4b-instruct-2507.Q8_0.gguf | 3 + frassica-qwen3-4b-instruct-2507.f16.gguf | 3 + 14 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q2_K.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q6_K.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.Q8_0.gguf create mode 100644 frassica-qwen3-4b-instruct-2507.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..56381b2 --- /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 +frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +frassica-qwen3-4b-instruct-2507.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..eb8cf09 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: vagrillo/frassica-qwen3-4b-instruct-2507 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen3 +--- +## About + + + + + + + + + +static quants of https://huggingface.co/vagrillo/frassica-qwen3-4b-instruct-2507 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#frassica-qwen3-4b-instruct-2507-GGUF).*** + +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/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/frassica-qwen3-4b-instruct-2507-GGUF/resolve/main/frassica-qwen3-4b-instruct-2507.f16.gguf) | f16 | 8.2 | 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. + + diff --git a/frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf b/frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf new file mode 100644 index 0000000..67c8d9a --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07c23705b39645b6fc4b1ecff272343cc686c768df95e46bc6d1f5bd0bfafb43 +size 2286316736 diff --git a/frassica-qwen3-4b-instruct-2507.Q2_K.gguf b/frassica-qwen3-4b-instruct-2507.Q2_K.gguf new file mode 100644 index 0000000..c9efa29 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ae2cef53dabc6d08ca19be0cc435e00a2ddee6d6a77617c56d76663369f67d3 +size 1669500096 diff --git a/frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf b/frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf new file mode 100644 index 0000000..d64dcb4 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed0f994814b5ba606d1190e2e498848df50776bc86ad37e3e5cda37f61aed2db +size 2239786176 diff --git a/frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf b/frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf new file mode 100644 index 0000000..9a473a0 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd32cb61768515c7b93b91b1997ba9942539a6258b384a3a67576e87c596783c +size 2075618496 diff --git a/frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf b/frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf new file mode 100644 index 0000000..e96a3c0 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62720395a30fd4c3b7970ecfe3b4937c1d6281f16e6224f137516cf8efe22b0c +size 1886997696 diff --git a/frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf b/frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf new file mode 100644 index 0000000..f9a9f6a --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e485815845856667f780ce2f07fc6bacb17cc3ded80aa25512bbb24323133450 +size 2497281216 diff --git a/frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf b/frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf new file mode 100644 index 0000000..ab43a63 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa20ed8ce290cfbebd2e9136566e8ea6d0668ca0f3c2c756090a7e3b9f401a8f +size 2383310016 diff --git a/frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf b/frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf new file mode 100644 index 0000000..abe12d7 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b4cd13f3358da1bd6f3b90239ae846633192afb7d1799a068751cd8730f3e93 +size 2889514176 diff --git a/frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf b/frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf new file mode 100644 index 0000000..ac061d1 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d664e97727b1da35519f3e7b75d53f0f78ff6e6270ac2d48841d0e7c4b3026e +size 2823711936 diff --git a/frassica-qwen3-4b-instruct-2507.Q6_K.gguf b/frassica-qwen3-4b-instruct-2507.Q6_K.gguf new file mode 100644 index 0000000..7ad240b --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08de50df16ff7db9376cf896cd14cb7ca5a3c54c8c9645f8ecca0e1438d2016d +size 3306261696 diff --git a/frassica-qwen3-4b-instruct-2507.Q8_0.gguf b/frassica-qwen3-4b-instruct-2507.Q8_0.gguf new file mode 100644 index 0000000..6156d43 --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50fd5f0e04feb74ae554e91aabafb5d7714bd2c188e9e6d0841a30aae06f7f18 +size 4280405696 diff --git a/frassica-qwen3-4b-instruct-2507.f16.gguf b/frassica-qwen3-4b-instruct-2507.f16.gguf new file mode 100644 index 0000000..d0005ee --- /dev/null +++ b/frassica-qwen3-4b-instruct-2507.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5bd14659c3f0ac235efdc37a612163add88cc0d5b4f0abbdc71a7c54b0728a4 +size 8051285696