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SPEED_Q8

49
894
11
Updated: May 16, 2025
base model
Verified:
Diffusers
Type
Checkpoint Trained
Stats
468
0
Reviews
Published
Aug 19, 2024
Base Model
Flux.1 S
Hash
AutoV2
F27EEC723F
License:

๐ŸŒŸ The Perfect Trio: Best Quantization Options

1. ๐Ÿ”น Best Small Model: Q2_K

  • โšก Ultra-Fast inference speed

  • ๐Ÿ’พ Tiny Size: 8x smaller than original

  • ๐Ÿ’ป Perfect for low-resource devices

  • ๐Ÿ”‹ Ideal when speed > perfect accuracy

2. ๐Ÿ”ธ Best All-Rounder: Q4_K_M

  • โš–๏ธ Perfect Balance: size vs quality

  • ๐Ÿง  Strong reasoning capabilities

  • ๐Ÿ‘‘ Community Favorite for daily use

  • ๐ŸŽฏ Go-to choice for most applications!

3. ๐Ÿ”ท Premium Quality: Q8

  • โœจ Nearly Identical to original model

  • ๐Ÿงฉ Preserves complex reasoning abilities

  • ๐ŸŽจ Superior creative generation

  • ๐Ÿ’ช Best when quality is non-negotiable

๐Ÿ› ๏ธ Complete Installation Guide

๐Ÿ“ Setup Structure

๐Ÿ“‚ ComfyUI/
โ”œโ”€โ”€ ๐Ÿ“‚ models/
โ”‚   โ”œโ”€โ”€ ๐Ÿ“‚ diffusion_models/
โ”‚   โ”‚   โ”œโ”€โ”€ (basic)๐Ÿ“„ SPEED_Q8.gguf 
โ”‚   โ”œโ”€โ”€ ๐Ÿ“‚ text_encoders/
โ”‚   โ”‚   โ”œโ”€โ”€ (basic)๐Ÿ“„ clip_l.safetensors
โ”‚   โ”‚   โ”œโ”€โ”€ (option1)๐Ÿ“„ t5xxl_fp16.safetensors
โ”‚   โ”‚   โ”œโ”€โ”€ (option2)๐Ÿ“„ t5xxl_fp8_e4m3fn.safetensors
โ”‚   โ”‚   โ””โ”€โ”€ (option3)๐Ÿ“„ t5xxl_fp8_e4m3fn_scaled.safetensors
โ”‚   โ”œโ”€โ”€ ๐Ÿ“‚ vae/
โ”‚   โ”‚   โ””โ”€โ”€ ๐Ÿ“„ ae.safetensors

๐Ÿ’Ž Essential Components

This merged model offers a balanced solution for AI-driven image generation, emphasizing both speed and quality. Whether you're processing single images or large batches, it delivers high-quality visuals efficiently.

๐Ÿ”ค Text Encoders - The Brain Behind Natural Language Understanding

Note: You only need to choose ONE of the T5XXL options below based on your hardware capabilities

๐ŸŽญ VAE - The Visual Artist

๐Ÿ”ฎ Pro Workflows

๐Ÿ‘ Special Thanks

Big thanks to city96 for pioneering the GGUF journey! ๐Ÿ™Œ

๐Ÿ‘จโ€๐Ÿ’ป Developer Information

This workflow guide was created by Abdallah Al-Swaiti:

For additional tools and updates, check out the OllamaGemini Node: GitHub Repository

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