commit 9ffbae26bf7a7db2e9a36891a8d6e76b204c3ea8 Author: ModelHub XC Date: Fri Sep 4 21:50:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LFM2.5-2.6B-Base-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9a694b4 --- /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 +LFM2.5-2.6B-Base.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-Base.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2.5-2.6B-Base.IQ4_XS.gguf b/LFM2.5-2.6B-Base.IQ4_XS.gguf new file mode 100644 index 0000000..42441d6 --- /dev/null +++ b/LFM2.5-2.6B-Base.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e396aac5b76e5e02d97c172ea05fa33edc5f908815bfa3aa957e00829b315b9c +size 1528128576 diff --git a/LFM2.5-2.6B-Base.Q2_K.gguf b/LFM2.5-2.6B-Base.Q2_K.gguf new file mode 100644 index 0000000..34d2639 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ba33fb00e8ad376bcb353718db2a55540eb41b3b5041ed4d3ed819e60936635 +size 1094591552 diff --git a/LFM2.5-2.6B-Base.Q3_K_L.gguf b/LFM2.5-2.6B-Base.Q3_K_L.gguf new file mode 100644 index 0000000..b3c8674 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1e1ca60788fa7f0a3d7c84e6a82fb91221b726aa7e6f88fbe1a7276b9d2ea19 +size 1451648064 diff --git a/LFM2.5-2.6B-Base.Q3_K_M.gguf b/LFM2.5-2.6B-Base.Q3_K_M.gguf new file mode 100644 index 0000000..4b43844 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8bab31ce41706bf8c59be99a11d369c9cb2c3b8e213c7b461db5eb4b829a467 +size 1366844480 diff --git a/LFM2.5-2.6B-Base.Q3_K_S.gguf b/LFM2.5-2.6B-Base.Q3_K_S.gguf new file mode 100644 index 0000000..79db7fd --- /dev/null +++ b/LFM2.5-2.6B-Base.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ddf59b9cc139dd4d170c618fa099e776de70250d4690528c3a22ce4d7a1a6f5 +size 1270522944 diff --git a/LFM2.5-2.6B-Base.Q4_K_M.gguf b/LFM2.5-2.6B-Base.Q4_K_M.gguf new file mode 100644 index 0000000..a309f34 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bff5a7302b24181e863cc9423821c1b0da641d086f775df0c01960a526799dfd +size 1674454080 diff --git a/LFM2.5-2.6B-Base.Q4_K_S.gguf b/LFM2.5-2.6B-Base.Q4_K_S.gguf new file mode 100644 index 0000000..3dfd274 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:522c88d0cd46037b7e2450c601421159461354a09423be73caa501824dcca0d3 +size 1602675776 diff --git a/LFM2.5-2.6B-Base.Q5_K_M.gguf b/LFM2.5-2.6B-Base.Q5_K_M.gguf new file mode 100644 index 0000000..e01f997 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd8c36e079debde910b1e09752429e6603243a79f6f2cae84aff5f2e4586396b +size 1939743808 diff --git a/LFM2.5-2.6B-Base.Q5_K_S.gguf b/LFM2.5-2.6B-Base.Q5_K_S.gguf new file mode 100644 index 0000000..87b782a --- /dev/null +++ b/LFM2.5-2.6B-Base.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88401fb95ec603cab21e4f8cff7098dc7b6de8f993b0df98ef89e69179ea6b69 +size 1898243136 diff --git a/LFM2.5-2.6B-Base.Q6_K.gguf b/LFM2.5-2.6B-Base.Q6_K.gguf new file mode 100644 index 0000000..0540459 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d344931e26d7911fdf8f76c924ef7c0a1eea1ca974c9a2b6ad3dcfc82fa18fa +size 2221614144 diff --git a/LFM2.5-2.6B-Base.Q8_0.gguf b/LFM2.5-2.6B-Base.Q8_0.gguf new file mode 100644 index 0000000..feb6a15 --- /dev/null +++ b/LFM2.5-2.6B-Base.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:032a20746deecc4451546f3f8b041a30ac869d69ee08d6b02425fb19fdf7d5ff +size 2874778688 diff --git a/LFM2.5-2.6B-Base.f16.gguf b/LFM2.5-2.6B-Base.f16.gguf new file mode 100644 index 0000000..eb1ad68 --- /dev/null +++ b/LFM2.5-2.6B-Base.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62d87df8dfef96f94c4164596d4e903329a9869ad0920c4f5c1cc09d709eca94 +size 5403157568 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e91e09c --- /dev/null +++ b/README.md @@ -0,0 +1,94 @@ +--- +base_model: LiquidAI/LFM2.5-2.6B-Base +language: +- ar +- zh +- en +- fr +- de +- hi +- id +- it +- ja +- ko +- pl +- pt +- ru +- es +- th +- vi +library_name: transformers +license: other +license_link: LICENSE +license_name: lfm1.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +real_base_model: LiquidAI/LFM2.5-2.6B-Base +tags: +- liquid +- lfm2.5 +- edge +--- +## About + + + + + + + + + +static quants of https://huggingface.co/LiquidAI/LFM2.5-2.6B-Base + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-2.6B-Base-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/LFM2.5-2.6B-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/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q2_K.gguf) | Q2_K | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q3_K_S.gguf) | Q3_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q3_K_M.gguf) | Q3_K_M | 1.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q3_K_L.gguf) | Q3_K_L | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q5_K_M.gguf) | Q5_K_M | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q6_K.gguf) | Q6_K | 2.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.Q8_0.gguf) | Q8_0 | 3.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-Base-GGUF/resolve/main/LFM2.5-2.6B-Base.f16.gguf) | f16 | 5.5 | 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. + +