FPHam-Sydney_Overthinker_13b_HF-GGUF Open-source Model - Optimize quantized files to improve performance, and pay a small fee to run the required model

Fpham Sydney Overthinker 13b HF GGUF

Developed by featherless-ai-quants

This project provides optimized GGUF quantized files, which can significantly improve model performance. These quantized files are supported by Featherless AI. Users can run any desired model by paying a small fee.

Large Language Model #Multi-precision quantization #Lightweight deployment #Efficient inference

Downloads 133

Release Time : 6/4/2025

Model Overview

The GGUF quantized version of the Sydney_Overthinker_13b_HF model, suitable for efficient inference and deployment.

Model Features

Multiple quantization options

Provide 11 different levels of quantized files from IQ4_XS to Q8_0 to meet different performance and resource requirements.

Efficient inference

Significantly reduce the resource consumption during model operation and improve the inference speed through quantization technology.

Convenient deployment

The model can be quickly deployed on various hardware without complex settings.

Model Capabilities

Text generation

Dialogue system

Content creation

Use Cases

Content creation

Article writing

Help users generate high-quality article content

Improve creation efficiency

Dialogue system

Build intelligent chatbots

Provide a smooth and natural dialogue experience

Education

Learning assistance

Help students answer questions and provide learning suggestions

Improve learning efficiency

Property	Details
Model Type	FPHam/Sydney_Overthinker_13b_HF GGUF Quantizations
Quantization Types	IQ4_XS, Q2_K, Q3_K_L, Q3_K_M, Q3_K_S, Q4_K_M, Q4_K_S, Q5_K_M, Q5_K_S, Q6_K, Q8_0

Quantization Type	File	Size
IQ4_XS	FPHam-Sydney_Overthinker_13b_HF-IQ4_XS.gguf	6694.33 MB
Q2_K	FPHam-Sydney_Overthinker_13b_HF-Q2_K.gguf	4629.39 MB
Q3_K_L	FPHam-Sydney_Overthinker_13b_HF-Q3_K_L.gguf	6608.54 MB
Q3_K_M	FPHam-Sydney_Overthinker_13b_HF-Q3_K_M.gguf	6044.17 MB
Q3_K_S	FPHam-Sydney_Overthinker_13b_HF-Q3_K_S.gguf	5396.82 MB
Q4_K_M	FPHam-Sydney_Overthinker_13b_HF-Q4_K_M.gguf	7501.56 MB
Q4_K_S	FPHam-Sydney_Overthinker_13b_HF-Q4_K_S.gguf	7079.30 MB
Q5_K_M	FPHam-Sydney_Overthinker_13b_HF-Q5_K_M.gguf	8802.34 MB
Q5_K_S	FPHam-Sydney_Overthinker_13b_HF-Q5_K_S.gguf	8556.64 MB
Q6_K	FPHam-Sydney_Overthinker_13b_HF-Q6_K.gguf	10184.42 MB
Q8_0	FPHam-Sydney_Overthinker_13b_HF-Q8_0.gguf	13190.57 MB

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Fpham Sydney Overthinker 13b HF GGUF

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 FPHam/Sydney_Overthinker_13b_HF GGUF Quantizations

✨ Features

📦 Available Quantizations

🔧 Powered by Featherless AI

Key Features

📚 Documentation