From 44ca4f74475da11d820e9f7268260e4e07919d65 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 12 May 2026 05:57:24 +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/AfriqueQwen-4B-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++ AfriqueQwen-4B.IQ4_XS.gguf | 3 ++ AfriqueQwen-4B.Q2_K.gguf | 3 ++ AfriqueQwen-4B.Q3_K_L.gguf | 3 ++ AfriqueQwen-4B.Q3_K_M.gguf | 3 ++ AfriqueQwen-4B.Q3_K_S.gguf | 3 ++ AfriqueQwen-4B.Q4_K_M.gguf | 3 ++ AfriqueQwen-4B.Q4_K_S.gguf | 3 ++ AfriqueQwen-4B.Q5_K_M.gguf | 3 ++ AfriqueQwen-4B.Q5_K_S.gguf | 3 ++ AfriqueQwen-4B.Q6_K.gguf | 3 ++ AfriqueQwen-4B.Q8_0.gguf | 3 ++ AfriqueQwen-4B.f16.gguf | 3 ++ README.md | 100 +++++++++++++++++++++++++++++++++++++ 14 files changed, 183 insertions(+) create mode 100644 .gitattributes create mode 100644 AfriqueQwen-4B.IQ4_XS.gguf create mode 100644 AfriqueQwen-4B.Q2_K.gguf create mode 100644 AfriqueQwen-4B.Q3_K_L.gguf create mode 100644 AfriqueQwen-4B.Q3_K_M.gguf create mode 100644 AfriqueQwen-4B.Q3_K_S.gguf create mode 100644 AfriqueQwen-4B.Q4_K_M.gguf create mode 100644 AfriqueQwen-4B.Q4_K_S.gguf create mode 100644 AfriqueQwen-4B.Q5_K_M.gguf create mode 100644 AfriqueQwen-4B.Q5_K_S.gguf create mode 100644 AfriqueQwen-4B.Q6_K.gguf create mode 100644 AfriqueQwen-4B.Q8_0.gguf create mode 100644 AfriqueQwen-4B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d6217da --- /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 +AfriqueQwen-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +AfriqueQwen-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/AfriqueQwen-4B.IQ4_XS.gguf b/AfriqueQwen-4B.IQ4_XS.gguf new file mode 100644 index 0000000..fc2514c --- /dev/null +++ b/AfriqueQwen-4B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c459bb0fea7eba91b7f12eaef542e646838a7b699c6c7688e0e922cdd1d4ff2c +size 2492949920 diff --git a/AfriqueQwen-4B.Q2_K.gguf b/AfriqueQwen-4B.Q2_K.gguf new file mode 100644 index 0000000..615024e --- /dev/null +++ b/AfriqueQwen-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:560a698964ba97624984e2a3ab761356250f4a7c04aad7941e215a291ac831a4 +size 1797126560 diff --git a/AfriqueQwen-4B.Q3_K_L.gguf b/AfriqueQwen-4B.Q3_K_L.gguf new file mode 100644 index 0000000..99f956c --- /dev/null +++ b/AfriqueQwen-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:336e739f068f58f34de610526b4d04cf87533a01877bb33e91005624cd30bbfc +size 2406916000 diff --git a/AfriqueQwen-4B.Q3_K_M.gguf b/AfriqueQwen-4B.Q3_K_M.gguf new file mode 100644 index 0000000..9879da2 --- /dev/null +++ b/AfriqueQwen-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef420152ee13b9eae3f937438201c24f46e1da266a72381a2daeed51458cc20c +size 2242748320 diff --git a/AfriqueQwen-4B.Q3_K_S.gguf b/AfriqueQwen-4B.Q3_K_S.gguf new file mode 100644 index 0000000..b67ae56 --- /dev/null +++ b/AfriqueQwen-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3fac28e0eb54ef6ba5d6bba61318dff381ab96b5a330b2b08b18dc0c34624fa +size 2054127520 diff --git a/AfriqueQwen-4B.Q4_K_M.gguf b/AfriqueQwen-4B.Q4_K_M.gguf new file mode 100644 index 0000000..cc2430f --- /dev/null +++ b/AfriqueQwen-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85661ac1bd6dc808c049ab96311126c44c9cef48a88a3caec6b99989d412f073 +size 2716069280 diff --git a/AfriqueQwen-4B.Q4_K_S.gguf b/AfriqueQwen-4B.Q4_K_S.gguf new file mode 100644 index 0000000..006dffb --- /dev/null +++ b/AfriqueQwen-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63d28c2f06b9f7ce9f9b3a0e77ed06132249c5d25a05fbdb116316b731630156 +size 2602098080 diff --git a/AfriqueQwen-4B.Q5_K_M.gguf b/AfriqueQwen-4B.Q5_K_M.gguf new file mode 100644 index 0000000..8c03a3c --- /dev/null +++ b/AfriqueQwen-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91dc9e56cb2a069f14ee78fad68bd0dd656cb8b024b95d68c91dd481664232ea +size 3156921760 diff --git a/AfriqueQwen-4B.Q5_K_S.gguf b/AfriqueQwen-4B.Q5_K_S.gguf new file mode 100644 index 0000000..426c5f2 --- /dev/null +++ b/AfriqueQwen-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a2f99c56e1e9292e6a700ad00b66ff2ee40958d24e52f4d3732769c9cf53b79 +size 3091119520 diff --git a/AfriqueQwen-4B.Q6_K.gguf b/AfriqueQwen-4B.Q6_K.gguf new file mode 100644 index 0000000..79432e6 --- /dev/null +++ b/AfriqueQwen-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de7a12517aed27209ecc54497bce92d6bbdb2dd5439f0d89bca2f0920d0122da +size 3625327520 diff --git a/AfriqueQwen-4B.Q8_0.gguf b/AfriqueQwen-4B.Q8_0.gguf new file mode 100644 index 0000000..2617e5c --- /dev/null +++ b/AfriqueQwen-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a92f9b7ddebaed216d7740781a02a7ab4ee59930c865eccc138d24babbc19c32 +size 4693671840 diff --git a/AfriqueQwen-4B.f16.gguf b/AfriqueQwen-4B.f16.gguf new file mode 100644 index 0000000..800f2d2 --- /dev/null +++ b/AfriqueQwen-4B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c62d89b5fd7da079d9bfaf6246c055abb4d32622dd6e1a8fa487c4564063b8f8 +size 8829198240 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e041192 --- /dev/null +++ b/README.md @@ -0,0 +1,100 @@ +--- +base_model: McGill-NLP/AfriqueQwen-4B +language: +- af +- am +- ar +- en +- fr +- ha +- ig +- mg +- ny +- om +- pt +- rw +- sn +- so +- st +- sw +- ti +- tn +- xh +- yo +- zu +library_name: transformers +license: cc-by-4.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- african-languages +- multilingual +- continued-pretraining +- afrique-llm +- qwen3 +- qwen +- llamafactory +--- +## About + + + + + + + + + +static quants of https://huggingface.co/McGill-NLP/AfriqueQwen-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#AfriqueQwen-4B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/AfriqueQwen-4B-i1-GGUF +## 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/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q2_K.gguf) | Q2_K | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q3_K_S.gguf) | Q3_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q3_K_M.gguf) | Q3_K_M | 2.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q3_K_L.gguf) | Q3_K_L | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.IQ4_XS.gguf) | IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q4_K_S.gguf) | Q4_K_S | 2.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q4_K_M.gguf) | Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q5_K_S.gguf) | Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q5_K_M.gguf) | Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q6_K.gguf) | Q6_K | 3.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.Q8_0.gguf) | Q8_0 | 4.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/AfriqueQwen-4B-GGUF/resolve/main/AfriqueQwen-4B.f16.gguf) | f16 | 8.9 | 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. + +