From 52f1924fee4cadbff96b38a8984718bf28c99897 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 16 Jul 2026 12:36:11 +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/kallamni-2.6b-v1-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ README.md | 84 ++++++++++++++++++++++++++++++++++++ kallamni-2.6b-v1.IQ4_XS.gguf | 3 ++ kallamni-2.6b-v1.Q2_K.gguf | 3 ++ kallamni-2.6b-v1.Q3_K_L.gguf | 3 ++ kallamni-2.6b-v1.Q3_K_M.gguf | 3 ++ kallamni-2.6b-v1.Q3_K_S.gguf | 3 ++ kallamni-2.6b-v1.Q4_K_M.gguf | 3 ++ kallamni-2.6b-v1.Q4_K_S.gguf | 3 ++ kallamni-2.6b-v1.Q5_K_M.gguf | 3 ++ kallamni-2.6b-v1.Q5_K_S.gguf | 3 ++ kallamni-2.6b-v1.Q6_K.gguf | 3 ++ kallamni-2.6b-v1.Q8_0.gguf | 3 ++ kallamni-2.6b-v1.f16.gguf | 3 ++ 14 files changed, 167 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 kallamni-2.6b-v1.IQ4_XS.gguf create mode 100644 kallamni-2.6b-v1.Q2_K.gguf create mode 100644 kallamni-2.6b-v1.Q3_K_L.gguf create mode 100644 kallamni-2.6b-v1.Q3_K_M.gguf create mode 100644 kallamni-2.6b-v1.Q3_K_S.gguf create mode 100644 kallamni-2.6b-v1.Q4_K_M.gguf create mode 100644 kallamni-2.6b-v1.Q4_K_S.gguf create mode 100644 kallamni-2.6b-v1.Q5_K_M.gguf create mode 100644 kallamni-2.6b-v1.Q5_K_S.gguf create mode 100644 kallamni-2.6b-v1.Q6_K.gguf create mode 100644 kallamni-2.6b-v1.Q8_0.gguf create mode 100644 kallamni-2.6b-v1.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e2638d3 --- /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 +kallamni-2.6b-v1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +kallamni-2.6b-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c98fe8c --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: yasserrmd/kallamni-2.6b-v1 +language: +- en +library_name: transformers +license: cc-by-nc-4.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- lfm2 +- arabic +- dialect +- emirati +- conversational +- causal-lm +- instruction-tuned +- trl +--- +## About + + + + + + + + + +static quants of https://huggingface.co/yasserrmd/kallamni-2.6b-v1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#kallamni-2.6b-v1-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/kallamni-2.6b-v1-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/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q3_K_S.gguf) | Q3_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q3_K_L.gguf) | Q3_K_L | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.IQ4_XS.gguf) | IQ4_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q4_K_S.gguf) | Q4_K_S | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q4_K_M.gguf) | Q4_K_M | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q5_K_S.gguf) | Q5_K_S | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q5_K_M.gguf) | Q5_K_M | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q6_K.gguf) | Q6_K | 2.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.Q8_0.gguf) | Q8_0 | 2.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/kallamni-2.6b-v1-GGUF/resolve/main/kallamni-2.6b-v1.f16.gguf) | f16 | 5.2 | 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/kallamni-2.6b-v1.IQ4_XS.gguf b/kallamni-2.6b-v1.IQ4_XS.gguf new file mode 100644 index 0000000..e52b421 --- /dev/null +++ b/kallamni-2.6b-v1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b1f5209b947d5509dd04f474d522592569cfbb8ea241c782c33fbd1e9c52171 +size 1417344000 diff --git a/kallamni-2.6b-v1.Q2_K.gguf b/kallamni-2.6b-v1.Q2_K.gguf new file mode 100644 index 0000000..4dbf51a --- /dev/null +++ b/kallamni-2.6b-v1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4e136f0eed8cd0b8f99a03750fc157d6989f20412640915d7e9b6d294054650 +size 983806976 diff --git a/kallamni-2.6b-v1.Q3_K_L.gguf b/kallamni-2.6b-v1.Q3_K_L.gguf new file mode 100644 index 0000000..a71d66e --- /dev/null +++ b/kallamni-2.6b-v1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bcbe478fe94020ba6638b47d7fc99d0179e9a02c231d482e1021bd3d5659d0b +size 1340863488 diff --git a/kallamni-2.6b-v1.Q3_K_M.gguf b/kallamni-2.6b-v1.Q3_K_M.gguf new file mode 100644 index 0000000..767fe41 --- /dev/null +++ b/kallamni-2.6b-v1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2129ed46c51e1e6fe0ce91c98b6ab8294d27c6a86f777876cf9bace613aab93d +size 1256059904 diff --git a/kallamni-2.6b-v1.Q3_K_S.gguf b/kallamni-2.6b-v1.Q3_K_S.gguf new file mode 100644 index 0000000..6ca59f6 --- /dev/null +++ b/kallamni-2.6b-v1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:925f46a468fbf0ef6e0d286232e287ca317287c7d3299bd2250bfe90a7e71bd6 +size 1159738368 diff --git a/kallamni-2.6b-v1.Q4_K_M.gguf b/kallamni-2.6b-v1.Q4_K_M.gguf new file mode 100644 index 0000000..42ba99e --- /dev/null +++ b/kallamni-2.6b-v1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8018f9534e4d7f9c5b1a90c4fd27fa680a7246508f4bebae1e82d55a99eb77e +size 1563669504 diff --git a/kallamni-2.6b-v1.Q4_K_S.gguf b/kallamni-2.6b-v1.Q4_K_S.gguf new file mode 100644 index 0000000..14bc3ef --- /dev/null +++ b/kallamni-2.6b-v1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a40058b36c933c06f3f8d3c06563afe3586ffc3696333fde12681a866ab5615f +size 1491891200 diff --git a/kallamni-2.6b-v1.Q5_K_M.gguf b/kallamni-2.6b-v1.Q5_K_M.gguf new file mode 100644 index 0000000..6defeb7 --- /dev/null +++ b/kallamni-2.6b-v1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52aa899f54f506333d3376c354fefd30370da0e685907e6c7add27615f254442 +size 1828959232 diff --git a/kallamni-2.6b-v1.Q5_K_S.gguf b/kallamni-2.6b-v1.Q5_K_S.gguf new file mode 100644 index 0000000..debb84e --- /dev/null +++ b/kallamni-2.6b-v1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:763a442ecd8b3f868182d161bd7557b3cca0d5a1dce72d271a4e3f6e07244f07 +size 1787458560 diff --git a/kallamni-2.6b-v1.Q6_K.gguf b/kallamni-2.6b-v1.Q6_K.gguf new file mode 100644 index 0000000..6257857 --- /dev/null +++ b/kallamni-2.6b-v1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f6135d1ec6df3d3ee04794c0c9c2d616ba36d378d87ed6e38b621ca13a19fb9 +size 2110829568 diff --git a/kallamni-2.6b-v1.Q8_0.gguf b/kallamni-2.6b-v1.Q8_0.gguf new file mode 100644 index 0000000..ffbe6ca --- /dev/null +++ b/kallamni-2.6b-v1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a69850b6b5406b91d016a610e9d01cb9a599205e4bef6ad176595bf089e7717b +size 2733011968 diff --git a/kallamni-2.6b-v1.f16.gguf b/kallamni-2.6b-v1.f16.gguf new file mode 100644 index 0000000..53c47db --- /dev/null +++ b/kallamni-2.6b-v1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fec01c78cb9176236489aba2da8a4c03d7a7595b4e57af03eec887141d4561a5 +size 5141459968