commit b50a8ed9b2e85f432bc4aca603c3a3b87ff74746 Author: ModelHub XC Date: Sat Apr 18 20:19:22 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: ysn-rfd/Ministral-3b-instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bfe653b --- /dev/null +++ b/.gitattributes @@ -0,0 +1,39 @@ +*.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 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filter=lfs diff=lfs merge=lfs -text +ministral-3b-instruct-q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +ministral-3b-instruct-q4_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..77ff164 --- /dev/null +++ b/README.md @@ -0,0 +1,87 @@ +--- +base_model: ministral/Ministral-3b-instruct +language: +- en +library_name: transformers +license: apache-2.0 +pipeline_tag: text-generation +tags: +- llama-cpp +- matrixportal +inference: + parameters: + temperature: 1 + top_p: 0.95 + top_k: 40 + repetition_penalty: 1.2 +--- + +# ysn-rfd/Ministral-3b-instruct-GGUF + This model was converted to GGUF format from [`ministral/Ministral-3b-instruct`](https://huggingface.co/ministral/Ministral-3b-instruct) using llama.cpp via the ggml.ai's [all-gguf-same-where](https://huggingface.co/spaces/matrixportal/all-gguf-same-where) space. +Refer to the [original model card](https://huggingface.co/ministral/Ministral-3b-instruct) for more details on the model. + +## ✅ Quantized Models Download List + +### 🔍 Recommended Quantizations +- **✨ General CPU Use:** [`Q4_K_M`](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q4_k_m.gguf) (Best balance of speed/quality) +- **📱 ARM Devices:** [`Q4_0`](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q4_0.gguf) (Optimized for ARM CPUs) +- **🏆 Maximum Quality:** [`Q8_0`](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q8_0.gguf) (Near-original quality) + +### 📦 Full Quantization Options +| 🚀 Download | 🔢 Type | 📝 Notes | +|:---------|:-----|:------| +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q2_k.gguf) | ![Q2_K](https://img.shields.io/badge/Q2_K-1A73E8) | Basic quantization | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q3_k_s.gguf) | ![Q3_K_S](https://img.shields.io/badge/Q3_K_S-34A853) | Small size | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q3_k_m.gguf) | ![Q3_K_M](https://img.shields.io/badge/Q3_K_M-FBBC05) | Balanced quality | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q3_k_l.gguf) | ![Q3_K_L](https://img.shields.io/badge/Q3_K_L-4285F4) | Better quality | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q4_0.gguf) | ![Q4_0](https://img.shields.io/badge/Q4_0-EA4335) | Fast on ARM | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q4_k_s.gguf) | ![Q4_K_S](https://img.shields.io/badge/Q4_K_S-673AB7) | Fast, recommended | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q4_k_m.gguf) | ![Q4_K_M](https://img.shields.io/badge/Q4_K_M-673AB7) ⭐ | Best balance | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q5_0.gguf) | ![Q5_0](https://img.shields.io/badge/Q5_0-FF6D01) | Good quality | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q5_k_s.gguf) | ![Q5_K_S](https://img.shields.io/badge/Q5_K_S-0F9D58) | Balanced | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q5_k_m.gguf) | ![Q5_K_M](https://img.shields.io/badge/Q5_K_M-0F9D58) | High quality | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q6_k.gguf) | ![Q6_K](https://img.shields.io/badge/Q6_K-4285F4) 🏆 | Very good quality | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-q8_0.gguf) | ![Q8_0](https://img.shields.io/badge/Q8_0-EA4335) ⚡ | Fast, best quality | +| [Download](https://huggingface.co/ysn-rfd/Ministral-3b-instruct-GGUF/resolve/main/ministral-3b-instruct-f16.gguf) | ![F16](https://img.shields.io/badge/F16-000000) | Maximum accuracy | + +💡 **Tip:** Use `F16` for maximum precision when quality is critical + + +--- +# 🚀 Applications and Tools for Locally Quantized LLMs +## 🖥️ Desktop Applications + +| Application | Description | Download Link | +|-----------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| +| **Llama.cpp** | A fast and efficient inference engine for GGUF models. | [GitHub Repository](https://github.com/ggml-org/llama.cpp) | +| **Ollama** | A streamlined solution for running LLMs locally. | [Website](https://ollama.com/) | +| **AnythingLLM** | An AI-powered knowledge management tool. | [GitHub Repository](https://github.com/Mintplex-Labs/anything-llm) | +| **Open WebUI** | A user-friendly web interface for running local LLMs. | [GitHub Repository](https://github.com/open-webui/open-webui) | +| **GPT4All** | A user-friendly desktop application supporting various LLMs, compatible with GGUF models. | [GitHub Repository](https://github.com/nomic-ai/gpt4all) | +| **LM Studio** | A desktop application designed to run and manage local LLMs, supporting GGUF format. | [Website](https://lmstudio.ai/) | +| **GPT4All Chat**| A chat application compatible with GGUF models for local, offline interactions. | [GitHub Repository](https://github.com/nomic-ai/gpt4all) | + +--- + +## 📱 Mobile Applications + +| Application | Description | Download Link | +|-------------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| +| **ChatterUI** | A simple and lightweight LLM app for mobile devices. | [GitHub Repository](https://github.com/Vali-98/ChatterUI) | +| **Maid** | Mobile Artificial Intelligence Distribution for running AI models on mobile devices. | [GitHub Repository](https://github.com/Mobile-Artificial-Intelligence/maid) | +| **PocketPal AI** | A mobile AI assistant powered by local models. | [GitHub Repository](https://github.com/a-ghorbani/pocketpal-ai) | +| **Layla** | A flexible platform for running various AI models on mobile devices. | [Website](https://www.layla-network.ai/) | + +--- + +## 🎨 Image Generation Applications + +| Application | Description | Download Link | +|-------------------------------------|----------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| +| **Stable Diffusion** | An open-source AI model for generating images from text. | [GitHub Repository](https://github.com/CompVis/stable-diffusion) | +| **Stable Diffusion WebUI** | A web application providing access to Stable Diffusion models via a browser interface. | [GitHub Repository](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | +| **Local Dream** | Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference. | [GitHub Repository](https://github.com/xororz/local-dream) | +| **Stable-Diffusion-Android (SDAI)** | An open-source AI art application for Android devices, enabling digital art creation. | [GitHub Repository](https://github.com/ShiftHackZ/Stable-Diffusion-Android) | + +--- + diff --git a/ministral-3b-instruct-q4_0.gguf b/ministral-3b-instruct-q4_0.gguf new file mode 100644 index 0000000..f0e8818 --- /dev/null +++ b/ministral-3b-instruct-q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b41357f41ac5a172c03edda0ba2b5d12a762ff7377b39fbed674d7b3b5cb5d42 +size 1900016608 diff --git a/ministral-3b-instruct-q4_k_m.gguf b/ministral-3b-instruct-q4_k_m.gguf new file mode 100644 index 0000000..8057f3a --- /dev/null +++ b/ministral-3b-instruct-q4_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:533618b6cc700ab5675dc35309df8a731904ed45c052fab3a0b970ed865a48ec +size 1997337568 diff --git a/ministral-3b-instruct-q5_0.gguf b/ministral-3b-instruct-q5_0.gguf new file mode 100644 index 0000000..8287ae0 --- /dev/null +++ b/ministral-3b-instruct-q5_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d678ec95bca310c32c732bf46b7b99ef7819fbb28d9cc5a69dccfe9656857635 +size 2298082272 diff --git a/ministral-3b-instruct-q8_0.gguf b/ministral-3b-instruct-q8_0.gguf new file mode 100644 index 0000000..7a816b4 --- /dev/null +++ b/ministral-3b-instruct-q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af6ea1b56fae0d64dfd6f3d97e07171987284fc25c8e88e35425d05805bb5187 +size 3524023264