From 5fc18e01d54ec364578ef3def4145564dde6d1a8 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 22 Jul 2026 22:00:11 +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: noctrex/LFM2-24B-A2B-MXFP4_MOE-GGUF Source: Original Platform --- .gitattributes | 38 ++++++++++++++++++++++++++++++++ LFM2-24B-A2B-MXFP4_MOE.gguf | 3 +++ LFM2-24B-A2B-MXFP4_MOE_BF16.gguf | 3 +++ LFM2-24B-A2B-MXFP4_MOE_F16.gguf | 3 +++ README.md | 27 +++++++++++++++++++++++ 5 files changed, 74 insertions(+) create mode 100644 .gitattributes create mode 100644 LFM2-24B-A2B-MXFP4_MOE.gguf create mode 100644 LFM2-24B-A2B-MXFP4_MOE_BF16.gguf create mode 100644 LFM2-24B-A2B-MXFP4_MOE_F16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8459f67 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.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 +LFM2-24B-A2B-MXFP4_MOE.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-24B-A2B-MXFP4_MOE_BF16.gguf filter=lfs diff=lfs merge=lfs -text +LFM2-24B-A2B-MXFP4_MOE_F16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2-24B-A2B-MXFP4_MOE.gguf b/LFM2-24B-A2B-MXFP4_MOE.gguf new file mode 100644 index 0000000..b694a1e --- /dev/null +++ b/LFM2-24B-A2B-MXFP4_MOE.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:057853398446cfdbdb83fbf8af42656c0ee28322d9fb67435775e97bca79093e +size 13284953376 diff --git a/LFM2-24B-A2B-MXFP4_MOE_BF16.gguf b/LFM2-24B-A2B-MXFP4_MOE_BF16.gguf new file mode 100644 index 0000000..fcfe61c --- /dev/null +++ b/LFM2-24B-A2B-MXFP4_MOE_BF16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47c5331a533fbd90f673f870956f2699314698fb83326aadacbc575d6f224763 +size 13990776096 diff --git a/LFM2-24B-A2B-MXFP4_MOE_F16.gguf b/LFM2-24B-A2B-MXFP4_MOE_F16.gguf new file mode 100644 index 0000000..38a6e59 --- /dev/null +++ b/LFM2-24B-A2B-MXFP4_MOE_F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4a13c0eb87778db8c62af986d0e7179df2c309d51f35e004b7ed2bd0b660eb7 +size 13990776096 diff --git a/README.md b/README.md new file mode 100644 index 0000000..a1f6f7d --- /dev/null +++ b/README.md @@ -0,0 +1,27 @@ +--- +pipeline_tag: text-generation +base_model: +- LiquidAI/LFM2-24B-A2B +--- +These are **MXFP4** quantizations of the model [LiquidAI / LFM2-24B-A2B](https://huggingface.co/LiquidAI/LFM2-24B-A2B) + +## Quick Start +1. Download the latest release of **llama.cpp**. +2. Download your preferred model variant from below. + +## Which version should I choose? +All variants use **MXFP4** for the MoE (Mixture of Experts) weights to keep the model efficient. The difference lies in how the remaining tensors are handled: + +| Variant | Quality | Performance | Size | Recommendation | +| :--- | :--- | :--- | ---: | :--- | +| **BF16** | ⭐⭐⭐ | Variable* | 12.37GiB | Best for maximum accuracy; original unquantized weights. | +| **F16** | ⭐⭐ | Fast | 13.03GiB | Great alternative if BF16 is slow on your hardware. | +| **Q8** | ⭐ | Fastest | 13.03GiB | Balanced performance and memory usage. | + +**Note:** On some older architectures, BF16 may be slower than F16. +Check that your GPU supports native BF16 + +Recommended parameters from LiquidAI: +- temperature 0.1 +- top-k 50 +- repetition_penalty 1.05