From 3ef1a59e91ac535ddec41810711fa4dd729794cd Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 14 Jul 2026 20:08:09 +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/qwen-4B-saiga-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++++++ README.md | 66 +++++++++++++++++++++++++++++++++++++++ qwen-4B-saiga.IQ4_XS.gguf | 3 ++ qwen-4B-saiga.Q2_K.gguf | 3 ++ qwen-4B-saiga.Q3_K_L.gguf | 3 ++ qwen-4B-saiga.Q3_K_M.gguf | 3 ++ qwen-4B-saiga.Q3_K_S.gguf | 3 ++ qwen-4B-saiga.Q4_K_M.gguf | 3 ++ qwen-4B-saiga.Q4_K_S.gguf | 3 ++ qwen-4B-saiga.Q5_K_M.gguf | 3 ++ qwen-4B-saiga.Q5_K_S.gguf | 3 ++ qwen-4B-saiga.Q6_K.gguf | 3 ++ qwen-4B-saiga.Q8_0.gguf | 3 ++ qwen-4B-saiga.f16.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 qwen-4B-saiga.IQ4_XS.gguf create mode 100644 qwen-4B-saiga.Q2_K.gguf create mode 100644 qwen-4B-saiga.Q3_K_L.gguf create mode 100644 qwen-4B-saiga.Q3_K_M.gguf create mode 100644 qwen-4B-saiga.Q3_K_S.gguf create mode 100644 qwen-4B-saiga.Q4_K_M.gguf create mode 100644 qwen-4B-saiga.Q4_K_S.gguf create mode 100644 qwen-4B-saiga.Q5_K_M.gguf create mode 100644 qwen-4B-saiga.Q5_K_S.gguf create mode 100644 qwen-4B-saiga.Q6_K.gguf create mode 100644 qwen-4B-saiga.Q8_0.gguf create mode 100644 qwen-4B-saiga.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4897ac8 --- /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 +qwen-4B-saiga.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +qwen-4B-saiga.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..50544e9 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: Defetya/qwen-4B-saiga +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- Russian +--- +## About + + + + + + +static quants of https://huggingface.co/Defetya/qwen-4B-saiga + + +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/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q2_K.gguf) | Q2_K | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q3_K_M.gguf) | Q3_K_M | 2.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.IQ4_XS.gguf) | IQ4_XS | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q4_K_S.gguf) | Q4_K_S | 2.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q5_K_M.gguf) | Q5_K_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q6_K.gguf) | Q6_K | 3.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.Q8_0.gguf) | Q8_0 | 4.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-4B-saiga-GGUF/resolve/main/qwen-4B-saiga.f16.gguf) | f16 | 8.0 | 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/qwen-4B-saiga.IQ4_XS.gguf b/qwen-4B-saiga.IQ4_XS.gguf new file mode 100644 index 0000000..1c36b8b --- /dev/null +++ b/qwen-4B-saiga.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a677837ef73742f6c5bbf1842e4a74037363979373e5508eb01091a5e3cdb55 +size 2232632192 diff --git a/qwen-4B-saiga.Q2_K.gguf b/qwen-4B-saiga.Q2_K.gguf new file mode 100644 index 0000000..6107e99 --- /dev/null +++ b/qwen-4B-saiga.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8892a56201108d24aeca9412b5f2859d979d06921165908c808d9aa229a1ac1f +size 1620633472 diff --git a/qwen-4B-saiga.Q3_K_L.gguf b/qwen-4B-saiga.Q3_K_L.gguf new file mode 100644 index 0000000..ce7dc76 --- /dev/null +++ b/qwen-4B-saiga.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5589290365018b2571f0457aa812f89be8d3c7d16932cd01c1c6dcd300323d26 +size 2174799232 diff --git a/qwen-4B-saiga.Q3_K_M.gguf b/qwen-4B-saiga.Q3_K_M.gguf new file mode 100644 index 0000000..d920f23 --- /dev/null +++ b/qwen-4B-saiga.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58183835d9490379363982bf29af65c53ea27f4d1a5052a48235a7c4c9ba8690 +size 2026851712 diff --git a/qwen-4B-saiga.Q3_K_S.gguf b/qwen-4B-saiga.Q3_K_S.gguf new file mode 100644 index 0000000..f145005 --- /dev/null +++ b/qwen-4B-saiga.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:922d6b173147f12a86e5af23bbc0d4ac50055f204ae7082be3e14e1afc5aad1f +size 1857154432 diff --git a/qwen-4B-saiga.Q4_K_M.gguf b/qwen-4B-saiga.Q4_K_M.gguf new file mode 100644 index 0000000..cf56c92 --- /dev/null +++ b/qwen-4B-saiga.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6fe1e84405442ac9b745e29de96eae2a82d09a4f09652d953cf150e50f87b92 +size 2455116672 diff --git a/qwen-4B-saiga.Q4_K_S.gguf b/qwen-4B-saiga.Q4_K_S.gguf new file mode 100644 index 0000000..ab0f029 --- /dev/null +++ b/qwen-4B-saiga.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6601575cf227331b0e35617bc46d8786ca94e02f1f619c44562255d59731b6f5 +size 2344422272 diff --git a/qwen-4B-saiga.Q5_K_M.gguf b/qwen-4B-saiga.Q5_K_M.gguf new file mode 100644 index 0000000..6e535bb --- /dev/null +++ b/qwen-4B-saiga.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee17e408ffba2783e6de9cc110c1e13bf8053b56d0d2205f5d70a7ccbca62d4 +size 2839608192 diff --git a/qwen-4B-saiga.Q5_K_S.gguf b/qwen-4B-saiga.Q5_K_S.gguf new file mode 100644 index 0000000..83331d5 --- /dev/null +++ b/qwen-4B-saiga.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b29497b3c9eb8db26e90bd9949a5824712d3e08f52473735878f91180fd7dca +size 2775198592 diff --git a/qwen-4B-saiga.Q6_K.gguf b/qwen-4B-saiga.Q6_K.gguf new file mode 100644 index 0000000..3f469e2 --- /dev/null +++ b/qwen-4B-saiga.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:370bd206b8fb256ad0374854ed094bd0d25af10437df423454aac689f48ae513 +size 3248130432 diff --git a/qwen-4B-saiga.Q8_0.gguf b/qwen-4B-saiga.Q8_0.gguf new file mode 100644 index 0000000..846246e --- /dev/null +++ b/qwen-4B-saiga.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d280ff7f430713fcc21f3e64b2b22d07d7e7e20d2ec368fa3808fbc7e5121f6a +size 4204735872 diff --git a/qwen-4B-saiga.f16.gguf b/qwen-4B-saiga.f16.gguf new file mode 100644 index 0000000..14534db --- /dev/null +++ b/qwen-4B-saiga.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:558290961fd5eb96018b790cc0acc9755f0024b2de030d40ae4d2807770703d9 +size 7907724672