commit 16f906fd4f73a5d48f5737e7496b912af55523ba Author: ModelHub XC Date: Wed Apr 22 04:05:08 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SambaLingo-Turkish-Base-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6301894 --- /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 +SambaLingo-Turkish-Base.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.f16.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SambaLingo-Turkish-Base.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..30e9127 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: sambanovasystems/SambaLingo-Turkish-Base +datasets: +- uonlp/CulturaX +language: +- tr +- en +library_name: transformers +license: llama2 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/sambanovasystems/SambaLingo-Turkish-Base + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-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/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q3_K_S.gguf) | Q3_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q3_K_M.gguf) | Q3_K_M | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q3_K_L.gguf) | Q3_K_L | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.IQ4_XS.gguf) | IQ4_XS | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.1 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q4_K_S.gguf) | Q4_K_S | 4.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q4_K_M.gguf) | Q4_K_M | 4.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q5_K_S.gguf) | Q5_K_S | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q5_K_M.gguf) | Q5_K_M | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q6_K.gguf) | Q6_K | 5.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.Q8_0.gguf) | Q8_0 | 7.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SambaLingo-Turkish-Base-GGUF/resolve/main/SambaLingo-Turkish-Base.f16.gguf) | f16 | 14.0 | 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/SambaLingo-Turkish-Base.IQ4_XS.gguf b/SambaLingo-Turkish-Base.IQ4_XS.gguf new file mode 100644 index 0000000..a081c50 --- /dev/null +++ b/SambaLingo-Turkish-Base.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b92b24b092247efd735b414996a8520f85f6b82dee5fe653e75976408a4de82 +size 3788462880 diff --git a/SambaLingo-Turkish-Base.Q2_K.gguf b/SambaLingo-Turkish-Base.Q2_K.gguf new file mode 100644 index 0000000..405aa1a --- /dev/null +++ b/SambaLingo-Turkish-Base.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:504df2459f266cf8859f41b767177857a8113a34f127ad8eacb61eb4b3a2d267 +size 2652724000 diff --git a/SambaLingo-Turkish-Base.Q3_K_L.gguf b/SambaLingo-Turkish-Base.Q3_K_L.gguf new file mode 100644 index 0000000..92f06b0 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bce1aef774c833b875f2602a4d7f2a8184eb0b03286fdb3775496915cb3b9919 +size 3727514400 diff --git a/SambaLingo-Turkish-Base.Q3_K_M.gguf b/SambaLingo-Turkish-Base.Q3_K_M.gguf new file mode 100644 index 0000000..04e0107 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36a892578087ae8527dd89ea9fc5d7358a6ad65c9922b4d16b34a420f437bf51 +size 3428408096 diff --git a/SambaLingo-Turkish-Base.Q3_K_S.gguf b/SambaLingo-Turkish-Base.Q3_K_S.gguf new file mode 100644 index 0000000..0750112 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b6056d5feb5043981d4da388b73b3d527f82f9dd1d2d052599cb0f25b176914 +size 3078708000 diff --git a/SambaLingo-Turkish-Base.Q4_0_4_4.gguf b/SambaLingo-Turkish-Base.Q4_0_4_4.gguf new file mode 100644 index 0000000..ab119a1 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a43f65a86b715ae45fa7926139a77a34a72e744c6e08b03eccce1b03ff9cb09 +size 3969997600 diff --git a/SambaLingo-Turkish-Base.Q4_K_M.gguf b/SambaLingo-Turkish-Base.Q4_K_M.gguf new file mode 100644 index 0000000..f406476 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a14f0b91903fadab01a1f98e9c05a2625226c88be324f1d0924d4ba75e11327b +size 4225194784 diff --git a/SambaLingo-Turkish-Base.Q4_K_S.gguf b/SambaLingo-Turkish-Base.Q4_K_S.gguf new file mode 100644 index 0000000..cead733 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5bb33284f9cef7b09658a5fb78beef94bda4a899e5480f38f892cb701f59d54 +size 4000930592 diff --git a/SambaLingo-Turkish-Base.Q5_K_M.gguf b/SambaLingo-Turkish-Base.Q5_K_M.gguf new file mode 100644 index 0000000..a9af703 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6c29294b592b351500a4ed59c4c3ffda5a5cbf4f300591bb5df7b2ba0358c74 +size 4940323616 diff --git a/SambaLingo-Turkish-Base.Q5_K_S.gguf b/SambaLingo-Turkish-Base.Q5_K_S.gguf new file mode 100644 index 0000000..322577e --- /dev/null +++ b/SambaLingo-Turkish-Base.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88703b8c3294096eea6e87ba894b9976e37a07f104d3e0335b8c21ffb8ef1836 +size 4808858400 diff --git a/SambaLingo-Turkish-Base.Q6_K.gguf b/SambaLingo-Turkish-Base.Q6_K.gguf new file mode 100644 index 0000000..e60f640 --- /dev/null +++ b/SambaLingo-Turkish-Base.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8cd0e2327345d67c5f4cfb880cd93b8b854746ac152f1f92a354ec4d289da014 +size 5700148000 diff --git a/SambaLingo-Turkish-Base.Q8_0.gguf b/SambaLingo-Turkish-Base.Q8_0.gguf new file mode 100644 index 0000000..1b0f2cf --- /dev/null +++ b/SambaLingo-Turkish-Base.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abc0725ded6df10444137ec51554c1549a92dc6b67f2dd99b8c964a07910b8d7 +size 7382326048 diff --git a/SambaLingo-Turkish-Base.f16.gguf b/SambaLingo-Turkish-Base.f16.gguf new file mode 100644 index 0000000..4911843 --- /dev/null +++ b/SambaLingo-Turkish-Base.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84ad71d9fb409531301e15ac7220bbb7804c496ea178ddf7f6aedcca1e5ace95 +size 13893983008