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| = Basic concepts =
| | TODO: create from text to video |
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| == GGUF ==
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| It is a compressed version of the model, with less parameters and quality loss.
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| == checkpoint ==
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| A checkpoint is the file of the model, it includes both the high and the low models.
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| == safetensor ==
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| It is an extension where checkpoints work without compression.
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| == Quantification (Q) ==
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| If a model is quantified it is a '''compressed''' version of the original model where the numbers are stored with fewer bits (less precision). It saves memory and runs faster, at the cost of some quality.
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| The '''higher''' '''number''' of the quantification is, '''lower quality''' the result will have and '''lower memory''' requirements will have.
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| == Floating point (fp) ==
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| It is a way of storing real numbers (like 3.14159) with '''high precision'''. Used for model weights and calculations.
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| The '''higher number''' of fp is, '''higher quality''' will have the result and '''higher memory''' requirements will have.
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| :: | | :: |
| | | [[Category:AI: Generate media locally]] |
| [[Category:IT Resources]] | |
Latest revision as of 22:15, 2 November 2025
TODO: create from text to video