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base_model: DreadPoor/BaeZelMente-8B-LINEAR
library_name: transformers
tags:
  - mergekit
  - merge
  - llama-cpp
  - matrixportal

matrixportal/BaeZelMente-8B-LINEAR-GGUF

This model was converted to GGUF format from DreadPoor/BaeZelMente-8B-LINEAR using llama.cpp via ggml.ai's all-gguf-same-where space. See the original model card for more details about the model. If you prefer to have all your quantized files of the same model together and clickable for download from the main page, you can use the all-gguf-same-where space.

You can access the list of available quantized model files and download links here.

βœ… Quantized Models Download List

πŸ” Recommended Quantizations

  • ✨ General CPU Use: Q4_K_M (Best balance of speed/quality)
  • πŸ“± ARM Devices: Q4_0 (Optimized for ARM CPUs)
  • πŸ† Maximum Quality: Q8_0 (Near-original quality)

πŸ“¦ Full Quantization Options

πŸš€ Download πŸ”’ Type πŸ“ Notes
Download Q2_K Basic quantization
Download Q3_K_S Small size
Download Q3_K_M Balanced quality
Download Q3_K_L Better quality
Download Q4_0 Fast on ARM
Download Q4_K_S Fast, recommended
Download Q4_K_M ⭐ Best balance
Download Q5_0 Good quality
Download Q5_K_S Balanced
Download Q5_K_M High quality
Download Q6_K πŸ† Very good quality
Download Q8_0 ⚑ Fast, best quality
Download F16 Maximum accuracy

πŸ’‘ Tip: Use F16 for maximum precision when quality is critical

πŸš€ Tools for Running GGUF Quantized LLMs Locally

πŸ–₯️ Desktop Applications

Application Description Download Link
Llama.cpp A fast and efficient inference engine for GGUF models. GitHub Repository
Ollama A streamlined solution for running LLMs locally. Website
AnythingLLM An AI-powered knowledge management tool. GitHub Repository
Open WebUI A user-friendly web interface for running local LLMs. GitHub Repository
GPT4All A user-friendly desktop application supporting various LLMs, compatible with GGUF models. GitHub Repository
LM Studio A desktop application designed to run and manage local LLMs, supporting GGUF format. Website
GPT4All Chat A chat application compatible with GGUF models for local, offline interactions. GitHub Repository

πŸ“± Mobile Applications

Application Description Download Link
ChatterUI A simple and lightweight LLM app for mobile devices. GitHub Repository
Maid Mobile Artificial Intelligence Distribution for running AI models on mobile devices. GitHub Repository
PocketPal AI A mobile AI assistant powered by local models. GitHub Repository
Layla A flexible platform for running various AI models on mobile devices. Website

🎨 Image Generation Applications

Application Description Download Link
Stable Diffusion An open-source AI model for generating images from text. GitHub Repository
Stable Diffusion WebUI A web application providing access to Stable Diffusion models via a browser interface. GitHub Repository
Local Dream Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference. GitHub Repository
Stable-Diffusion-Android (SDAI) An open-source AI art application for Android devices, enabling digital art creation. GitHub Repository