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    <title>wiki.janforman.com nn</title>
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    <entry>
        <title>nn:index</title>
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        <published>2026-03-17T13:59:57+00:00</published>
        <updated>2026-03-17T13:59:57+00:00</updated>
        <id>https://wiki.janforman.com/nn:index</id>
        <author>
            <name>Anonymous</name>
            <email>anonymous@undisclosed.example.com</email>
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        <category  term="nn" />
        <content>Neural Networks, Tensors and other stuff

Formats
 Safetensors  Safe store for tensors  GGUF  Georgi Gerganov Universal Format (it can mix various precisions)  PT  PyTorch format
Quantization



Approx. loss



Legacy Quantizations (Q4_0, Q4_1, Q5_0, Q5_1, Q8_0, Q8_1): These are simpler, faster methods but may have higher quantization error compared to newer types.</content>
        <summary>Neural Networks, Tensors and other stuff

Formats
 Safetensors  Safe store for tensors  GGUF  Georgi Gerganov Universal Format (it can mix various precisions)  PT  PyTorch format
Quantization



Approx. loss



Legacy Quantizations (Q4_0, Q4_1, Q5_0, Q5_1, Q8_0, Q8_1): These are simpler, faster methods but may have higher quantization error compared to newer types.</summary>
    </entry>
    <entry>
        <title>nn:keywords</title>
        <link rel="alternate" type="text/html" href="https://wiki.janforman.com/nn:keywords"/>
        <published>2025-08-03T00:33:19+00:00</published>
        <updated>2025-08-03T00:33:19+00:00</updated>
        <id>https://wiki.janforman.com/nn:keywords</id>
        <author>
            <name>Anonymous</name>
            <email>anonymous@undisclosed.example.com</email>
        </author>
        <category  term="nn" />
        <content>SDXL

Flux

HiDREAM

&lt;https://en.wikipedia.org/wiki/Types_of_road&gt;</content>
        <summary>SDXL

Flux

HiDREAM

&lt;https://en.wikipedia.org/wiki/Types_of_road&gt;</summary>
    </entry>
    <entry>
        <title>nn:prompts</title>
        <link rel="alternate" type="text/html" href="https://wiki.janforman.com/nn:prompts"/>
        <published>2025-10-05T12:48:18+00:00</published>
        <updated>2025-10-05T12:48:18+00:00</updated>
        <id>https://wiki.janforman.com/nn:prompts</id>
        <author>
            <name>Anonymous</name>
            <email>anonymous@undisclosed.example.com</email>
        </author>
        <category  term="nn" />
        <content>Basic
 Person, Hairstyle, Expression  Behavior  Background  Lighting conditions 
Qwen Image Edit

Replace text on a sign

Replace the sign text with ‘GRAND OPENING’. Keep original font, size, color, and perspective. Do not alter background or signboard.</content>
        <summary>Basic
 Person, Hairstyle, Expression  Behavior  Background  Lighting conditions 
Qwen Image Edit

Replace text on a sign

Replace the sign text with ‘GRAND OPENING’. Keep original font, size, color, and perspective. Do not alter background or signboard.</summary>
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