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README.md
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<img src="Faraday Model Repository Banner.png" alt="Faraday.dev" style="
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***
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@@ -20,6 +22,24 @@ GGUF is a large language model (LLM) format that can be split between CPU and GP
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GGUF models are quantized to reduce resource usage, with a tradeoff of reduced coherence at lower quantizations. Quantization reduces the precision of the model weights by changing the number of bits used for each weight.
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***
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## Faraday.dev
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<img src="Faraday Model Repository Banner.png" alt="Faraday.dev" style="height: 150px; min-width: 32px; display: block; margin: auto;">
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**<p style="text-align: center;">The official library of GGUF format models for use in the local AI chat app, Faraday.dev.</p>**
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<p style="text-align: center;"><a href="https://faraday.dev/">Download Faraday here to get started.</a></p>
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<p style="text-align: center;"><a href="https://www.reddit.com/r/LLM_Quants/">Request Additional models at r/LLM_Quants.</a></p>
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***
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GGUF models are quantized to reduce resource usage, with a tradeoff of reduced coherence at lower quantizations. Quantization reduces the precision of the model weights by changing the number of bits used for each weight.
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### 7B Quantization Chart
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*Memory required must be less than your available RAM.*
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| Quant method | Size | Memory required at 4K Context |
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| --- | --- | --- |
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| Q2_K | 2.72 GB| 5.22 GB |
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| Q3_K_S | 3.16 GB| 5.66 GB |
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| Q3_K_M | 3.52 GB| 6.02 GB |
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| Q3_K_L | 3.82 GB| 6.32 GB |
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| Q4_0 | 4.11 GB| 6.61 GB |
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| Q4_K_S | 4.14 GB| 6.64 GB |
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| Q4_K_M | 4.37 GB| 6.87 GB |
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| Q5_0 | 5.00 GB| 7.50 GB |
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| Q5_K_S | 5.00 GB| 7.50 GB |
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| Q5_K_M | 5.13 GB| 7.63 GB |
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| Q6_K | 5.94 GB| 8.44 GB |
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| Q8_0 | 7.70 GB| 10.20 GB |
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***
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## Faraday.dev
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