From 092d20daaca9a8c6fd33e5b1006a00a41491f55f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 00:19:55 +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-7B-saiga-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++++++++ README.md | 67 +++++++++++++++++++++++++++++++++++++ qwen-7B-saiga.IQ4_XS.gguf | 3 ++ qwen-7B-saiga.Q2_K.gguf | 3 ++ qwen-7B-saiga.Q3_K_L.gguf | 3 ++ qwen-7B-saiga.Q3_K_M.gguf | 3 ++ qwen-7B-saiga.Q3_K_S.gguf | 3 ++ qwen-7B-saiga.Q4_0_4_4.gguf | 3 ++ qwen-7B-saiga.Q4_K_M.gguf | 3 ++ qwen-7B-saiga.Q4_K_S.gguf | 3 ++ qwen-7B-saiga.Q5_K_M.gguf | 3 ++ qwen-7B-saiga.Q5_K_S.gguf | 3 ++ qwen-7B-saiga.Q6_K.gguf | 3 ++ qwen-7B-saiga.Q8_0.gguf | 3 ++ qwen-7B-saiga.f16.gguf | 3 ++ 15 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 qwen-7B-saiga.IQ4_XS.gguf create mode 100644 qwen-7B-saiga.Q2_K.gguf create mode 100644 qwen-7B-saiga.Q3_K_L.gguf create mode 100644 qwen-7B-saiga.Q3_K_M.gguf create mode 100644 qwen-7B-saiga.Q3_K_S.gguf create mode 100644 qwen-7B-saiga.Q4_0_4_4.gguf create mode 100644 qwen-7B-saiga.Q4_K_M.gguf create mode 100644 qwen-7B-saiga.Q4_K_S.gguf create mode 100644 qwen-7B-saiga.Q5_K_M.gguf create mode 100644 qwen-7B-saiga.Q5_K_S.gguf create mode 100644 qwen-7B-saiga.Q6_K.gguf create mode 100644 qwen-7B-saiga.Q8_0.gguf create mode 100644 qwen-7B-saiga.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6f2280e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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-7B-saiga.f16.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +qwen-7B-saiga.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..67cdcc0 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: Defetya/qwen-7B-saiga +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- Russian +--- +## About + + + + + + +static quants of https://huggingface.co/Defetya/qwen-7B-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-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q2_K.gguf) | Q2_K | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q3_K_S.gguf) | Q3_K_S | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q3_K_M.gguf) | Q3_K_M | 4.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q3_K_L.gguf) | Q3_K_L | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.6 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q4_K_M.gguf) | Q4_K_M | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q5_K_S.gguf) | Q5_K_S | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q5_K_M.gguf) | Q5_K_M | 5.6 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.Q8_0.gguf) | Q8_0 | 8.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-7B-saiga-GGUF/resolve/main/qwen-7B-saiga.f16.gguf) | f16 | 15.5 | 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-7B-saiga.IQ4_XS.gguf b/qwen-7B-saiga.IQ4_XS.gguf new file mode 100644 index 0000000..176b590 --- /dev/null +++ b/qwen-7B-saiga.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea597b6b5cd4f867ebbfe67923e5ba29de15b5a21ff72016547c187bf00ff2a1 +size 4318265344 diff --git a/qwen-7B-saiga.Q2_K.gguf b/qwen-7B-saiga.Q2_K.gguf new file mode 100644 index 0000000..b913f04 --- /dev/null +++ b/qwen-7B-saiga.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3285de1322f7eb8dfbb35cf7cffad0ddbe17ff42bfd80c07db8749e3f3191cc7 +size 3103825920 diff --git a/qwen-7B-saiga.Q3_K_L.gguf b/qwen-7B-saiga.Q3_K_L.gguf new file mode 100644 index 0000000..4fdd094 --- /dev/null +++ b/qwen-7B-saiga.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e209acb7ad8e65ee593046c3c81331ba16db37157b5d8d6bb33c1afe78c1c0ab +size 4217966592 diff --git a/qwen-7B-saiga.Q3_K_M.gguf b/qwen-7B-saiga.Q3_K_M.gguf new file mode 100644 index 0000000..3476a1c --- /dev/null +++ b/qwen-7B-saiga.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2daef8f88f480ec2c31405167033da8639523b4af8f5bba6e5c8e98a14b3e62c +size 3918860288 diff --git a/qwen-7B-saiga.Q3_K_S.gguf b/qwen-7B-saiga.Q3_K_S.gguf new file mode 100644 index 0000000..934baef --- /dev/null +++ b/qwen-7B-saiga.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20a8d11d1416fcd2438396dfecaa9d794f0f9bdd3a26228997455d502cdcda0d +size 3569160192 diff --git a/qwen-7B-saiga.Q4_0_4_4.gguf b/qwen-7B-saiga.Q4_0_4_4.gguf new file mode 100644 index 0000000..802d821 --- /dev/null +++ b/qwen-7B-saiga.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b5ddc8040080dd07cfa3a78bb87a98e5ba3c9e10e53efbddcf931d8c7168804 +size 4511907840 diff --git a/qwen-7B-saiga.Q4_K_M.gguf b/qwen-7B-saiga.Q4_K_M.gguf new file mode 100644 index 0000000..94762a8 --- /dev/null +++ b/qwen-7B-saiga.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:250fbb39568b2b4b08e6c91eb2c41a9555646c7cfab4b18be65b005b6b9bbcc9 +size 4767105024 diff --git a/qwen-7B-saiga.Q4_K_S.gguf b/qwen-7B-saiga.Q4_K_S.gguf new file mode 100644 index 0000000..73907a3 --- /dev/null +++ b/qwen-7B-saiga.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27572a512f12b6e408119aa53c52d5f43c4ffc77f95fdae64f089ca890d149f2 +size 4542840832 diff --git a/qwen-7B-saiga.Q5_K_M.gguf b/qwen-7B-saiga.Q5_K_M.gguf new file mode 100644 index 0000000..b86aede --- /dev/null +++ b/qwen-7B-saiga.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4abaeea4db53418589cf40eb732470c2da40c084619b7f0541a9c3d647cc92fd +size 5530664960 diff --git a/qwen-7B-saiga.Q5_K_S.gguf b/qwen-7B-saiga.Q5_K_S.gguf new file mode 100644 index 0000000..2ad5c1d --- /dev/null +++ b/qwen-7B-saiga.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a63bc429bdd7e4bdebb09fb5ba186db8d4a69da9afc2ab9be50c636d4aa5a5d +size 5399199744 diff --git a/qwen-7B-saiga.Q6_K.gguf b/qwen-7B-saiga.Q6_K.gguf new file mode 100644 index 0000000..e478404 --- /dev/null +++ b/qwen-7B-saiga.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:241bf7379cd9f0ee491c69cd0a6deecd541901fe4242759067d0eec6ba5733e3 +size 6341947392 diff --git a/qwen-7B-saiga.Q8_0.gguf b/qwen-7B-saiga.Q8_0.gguf new file mode 100644 index 0000000..94ee16b --- /dev/null +++ b/qwen-7B-saiga.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1276a5a696be24c34f85ab995fb9024c5bbd39780a446ae866c8140c91dc08d +size 8211795968 diff --git a/qwen-7B-saiga.f16.gguf b/qwen-7B-saiga.f16.gguf new file mode 100644 index 0000000..6a7bdc7 --- /dev/null +++ b/qwen-7B-saiga.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8931dedd583e13d537fe72f7ead7cf4c50a2225999b4aaacf2ea2adaa3ba988a +size 15449919488