From e4018fd5c286591ecc58584662ccf7939efea4a5 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 02:43:58 +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: Abhiray/LocoTrainer-4B-GGUF Source: Original Platform --- .gitattributes | 36 ++++++++++++++++++++++++++++++++++++ LocoTrainer-4B-Q4_K_M.gguf | 3 +++ LocoTrainer-4B-Q5_K_M.gguf | 3 +++ LocoTrainer-4B-Q6_K.gguf | 3 +++ LocoTrainer-4B-Q8_0.gguf | 3 +++ README.md | 33 +++++++++++++++++++++++++++++++++ 6 files changed, 81 insertions(+) create mode 100644 .gitattributes create mode 100644 LocoTrainer-4B-Q4_K_M.gguf create mode 100644 LocoTrainer-4B-Q5_K_M.gguf create mode 100644 LocoTrainer-4B-Q6_K.gguf create mode 100644 LocoTrainer-4B-Q8_0.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f15b49c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 +*.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LocoTrainer-4B-Q4_K_M.gguf b/LocoTrainer-4B-Q4_K_M.gguf new file mode 100644 index 0000000..260ad3d --- /dev/null +++ b/LocoTrainer-4B-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec19d1f5be63132dcd672fd346090c50d52a143149928c5bab48671c3e63dd29 +size 2716067264 diff --git a/LocoTrainer-4B-Q5_K_M.gguf b/LocoTrainer-4B-Q5_K_M.gguf new file mode 100644 index 0000000..af0657a --- /dev/null +++ b/LocoTrainer-4B-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d199f0eb19d6dbe9525e24ac04d6888bc988428f6d38471da79f7075e5c00624 +size 3156919744 diff --git a/LocoTrainer-4B-Q6_K.gguf b/LocoTrainer-4B-Q6_K.gguf new file mode 100644 index 0000000..2b6e14d --- /dev/null +++ b/LocoTrainer-4B-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94ba3cea496d1454f1a538a4fc54b8e91e3d10650ed40142ec9909f1b9bbde8b +size 3625325504 diff --git a/LocoTrainer-4B-Q8_0.gguf b/LocoTrainer-4B-Q8_0.gguf new file mode 100644 index 0000000..85266b4 --- /dev/null +++ b/LocoTrainer-4B-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c943c178d730560c4168dc24257b15d1add14e545e52d6321b8110f806307030 +size 4693669824 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5fb244a --- /dev/null +++ b/README.md @@ -0,0 +1,33 @@ +--- +license: apache-2.0 +base_model: LocoreMind/LocoTrainer-4B +library_name: llama.cpp +tags: +- llama-cpp +- gguf-quantized +- text-generation +- reasoning +--- + +# LocoTrainer-4B GGUF + +This repository contains GGUF format quantizations of **LocoTrainer-4B**, a distilled reasoning model based on the Qwen architecture. + +## Model Description +- **Base Model:** [LocoreMind/LocoTrainer-4B](https://huggingface.co/LocoreMind/LocoTrainer-4B) +- **Format:** GGUF (compatible with `llama.cpp` and ecosystem) + +## Available Quants +| File | Size | Description | +| :--- | :--- | :--- | +| **LocoTrainer-4B-Q4_K_M.gguf** | ~2.5 GB | 4-bit Medium. Best balance of speed and quality for general use. | +| **LocoTrainer-4B-Q5_K_M.gguf** | ~2.8 GB | 5-bit Medium. High quality with a slightly larger footprint. | +| **LocoTrainer-4B-Q6_K.gguf** | ~3.2 GB | 6-bit. Near-lossless quantization. | +| **LocoTrainer-4B-Q8_0.gguf** | ~4.2 GB | 8-bit. Maximum fidelity, equivalent to original weights. | + +## Usage + +### llama.cpp +You can run these models using the `llama-cli`: +```bash +./llama-cli -m LocoTrainer-4B-Q4_K_M.gguf -p "What is the capital of France?" -n 128 \ No newline at end of file