commit b8b1cc71a2d7ace6c670b645b689056645e1f46f Author: ModelHub XC Date: Thu Jun 11 14:20:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LFM2.5-1.2B-TR-Base-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..11314d3 --- /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 +LFM2.5-1.2B-TR-Base.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-TR-Base.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2.5-1.2B-TR-Base.IQ4_XS.gguf b/LFM2.5-1.2B-TR-Base.IQ4_XS.gguf new file mode 100644 index 0000000..2a0f816 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e52d8bd7b84a34c22e9e373716f62b4d7b047dd1d75b04a32e9e7ecbc4522fd +size 668620512 diff --git a/LFM2.5-1.2B-TR-Base.Q2_K.gguf b/LFM2.5-1.2B-TR-Base.Q2_K.gguf new file mode 100644 index 0000000..b8fda59 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9a5eb9a3424509a3a1b3ed504b5d3b87344ace2611a93bbaf9031a4d6a6e143 +size 483399392 diff --git a/LFM2.5-1.2B-TR-Base.Q3_K_L.gguf b/LFM2.5-1.2B-TR-Base.Q3_K_L.gguf new file mode 100644 index 0000000..b2d81e3 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a18ac25c6f033b3badfe30c29bffac2d1495b28d13d1965a93ea6d8ad2e3da28 +size 635475680 diff --git a/LFM2.5-1.2B-TR-Base.Q3_K_M.gguf b/LFM2.5-1.2B-TR-Base.Q3_K_M.gguf new file mode 100644 index 0000000..e48f488 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d65746cd2cfbbd68cfc241ec7009cc06ac0e13cff6ae2a24e05a3addd412b8a +size 600348384 diff --git a/LFM2.5-1.2B-TR-Base.Q3_K_S.gguf b/LFM2.5-1.2B-TR-Base.Q3_K_S.gguf new file mode 100644 index 0000000..17d16fb --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d163b0e96c799693a30778ba6b43560990f3ca56a6ae067657664ef1d90e84d +size 558159584 diff --git a/LFM2.5-1.2B-TR-Base.Q4_K_M.gguf b/LFM2.5-1.2B-TR-Base.Q4_K_M.gguf new file mode 100644 index 0000000..f6a0fb0 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5abe41348ae968c51ce7c3e79a6ba9c8543688e1a6f671871404d8235b0dec8f +size 730896096 diff --git a/LFM2.5-1.2B-TR-Base.Q4_K_S.gguf b/LFM2.5-1.2B-TR-Base.Q4_K_S.gguf new file mode 100644 index 0000000..9c06b8b --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5f924c67701117c456b8c573794d57a8f7b67be98095cd69417977a5fffa06c +size 700471008 diff --git a/LFM2.5-1.2B-TR-Base.Q5_K_M.gguf b/LFM2.5-1.2B-TR-Base.Q5_K_M.gguf new file mode 100644 index 0000000..6eedcd2 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90314c16e34a35e201f42abece633953c86e1629b379afad8a5c06415227de83 +size 843355872 diff --git a/LFM2.5-1.2B-TR-Base.Q5_K_S.gguf b/LFM2.5-1.2B-TR-Base.Q5_K_S.gguf new file mode 100644 index 0000000..b9af6fa --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d477fe5c12754753ffc5bceb6d7e2c9fb88afb951b8ef617e83716feba4c0714 +size 825251552 diff --git a/LFM2.5-1.2B-TR-Base.Q6_K.gguf b/LFM2.5-1.2B-TR-Base.Q6_K.gguf new file mode 100644 index 0000000..e84cb8c --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:776f347310b637a03a5d9e2f4556dcc674bc9c6d3720f0f8f78d624cc23a325a +size 962844384 diff --git a/LFM2.5-1.2B-TR-Base.Q8_0.gguf b/LFM2.5-1.2B-TR-Base.Q8_0.gguf new file mode 100644 index 0000000..7b34b0d --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a1ace29f1581d8e7b599acb5129e72c80fbcbc908e01ef9dcd5533c77fbcd9a +size 1246254816 diff --git a/LFM2.5-1.2B-TR-Base.f16.gguf b/LFM2.5-1.2B-TR-Base.f16.gguf new file mode 100644 index 0000000..72c5ce2 --- /dev/null +++ b/LFM2.5-1.2B-TR-Base.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22101389d9245839e1cf64364a4f6f2ae8d36566a262ad9c2999db04a707b605 +size 2343327456 diff --git a/README.md b/README.md new file mode 100644 index 0000000..2dd5242 --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: SkyAsl/LFM2.5-1.2B-TR-Base +datasets: +- musabg/wikipedia-tr +- turkish-nlp-suite/Havadis +- gorkemgoknar/tr_ted_talk_translated +- duxx/orca-math-word-problems-tr +language: +- tr +library_name: transformers +license: other +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- LFM +- Turkish +--- +## About + + + + + + + + + +static quants of https://huggingface.co/SkyAsl/LFM2.5-1.2B-TR-Base + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-1.2B-TR-Base-GGUF).*** + +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/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q2_K.gguf) | Q2_K | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q3_K_M.gguf) | Q3_K_M | 0.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q4_K_S.gguf) | Q4_K_S | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-TR-Base-GGUF/resolve/main/LFM2.5-1.2B-TR-Base.f16.gguf) | f16 | 2.4 | 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. + +