Commit
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8f855d8
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Parent(s):
f11146a
auto-patch README.md
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README.md
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@@ -32,20 +32,30 @@ more details, including on how to concatenate multi-part files.
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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 0.9 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.0 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.1 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 1.2 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.2 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.3 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q2_K.gguf) | i1-Q2_K | 1.3 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.5 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 1.5 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.7 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.8 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.8 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.9 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q6_K.gguf) | i1-Q6_K | 2.6 | practically like static Q6_K |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 0.8 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 0.9 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.0 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.1 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 1.1 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 1.2 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.2 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.3 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q2_K.gguf) | i1-Q2_K | 1.3 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.4 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.5 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 1.5 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 1.5 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.7 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.8 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.8 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 1.8 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 1.8 | fast on arm+i8mm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 1.8 | fast on arm+sve, low quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_0.gguf) | i1-Q4_0 | 1.9 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.9 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.2 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.3 | |
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| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-i1-GGUF/resolve/main/starcoder2-3b-instruct.i1-Q6_K.gguf) | i1-Q6_K | 2.6 | practically like static Q6_K |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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