diff --git a/.gitattributes b/.gitattributes
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@@ -33,3 +33,16 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+starcoder2-15b-instruct-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+starcoder2-15b-instruct-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000..3189ced
--- /dev/null
+++ b/README.md
@@ -0,0 +1,34 @@
+---
+tags:
+- code
+- starcoder2
+library_name: transformers
+pipeline_tag: text-generation
+license: bigcode-openrail-m
+quantized_by: bartowski
+---
+
+## Llamacpp Quantizations of starcoder2-15b-instruct
+
+Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2354">b2354</a> for quantization.
+
+Original model: https://huggingface.co/TechxGenus/starcoder2-15b-instruct
+
+Download a file (not the whole branch) from below:
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [starcoder2-15b-instruct-Q8_0.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q8_0.gguf) | Q8_0 | 16.96GB | Extremely high quality, generally unneeded but max available quant. |
+| [starcoder2-15b-instruct-Q6_K.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q6_K.gguf) | Q6_K | 13.10GB | Very high quality, near perfect, *recommended*. |
+| [starcoder2-15b-instruct-Q5_K_M.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q5_K_M.gguf) | Q5_K_M | 11.43GB | High quality, very usable. |
+| [starcoder2-15b-instruct-Q5_K_S.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q5_K_S.gguf) | Q5_K_S | 11.02GB | High quality, very usable. |
+| [starcoder2-15b-instruct-Q5_0.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q5_0.gguf) | Q5_0 | 11.02GB | High quality, older format, generally not recommended. |
+| [starcoder2-15b-instruct-Q4_K_M.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q4_K_M.gguf) | Q4_K_M | 9.86GB | Good quality, similar to 4.25 bpw. |
+| [starcoder2-15b-instruct-Q4_K_S.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q4_K_S.gguf) | Q4_K_S | 9.25GB | Slightly lower quality with small space savings. |
+| [starcoder2-15b-instruct-Q4_0.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q4_0.gguf) | Q4_0 | 9.06GB | Decent quality, older format, generally not recommended. |
+| [starcoder2-15b-instruct-Q3_K_L.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q3_K_L.gguf) | Q3_K_L | 8.96GB | Lower quality but usable, good for low RAM availability. |
+| [starcoder2-15b-instruct-Q3_K_M.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q3_K_M.gguf) | Q3_K_M | 8.10GB | Even lower quality. |
+| [starcoder2-15b-instruct-Q3_K_S.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q3_K_S.gguf) | Q3_K_S | 6.98GB | Low quality, not recommended. |
+| [starcoder2-15b-instruct-Q2_K.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q2_K.gguf) | Q2_K | 6.19GB | Extremely low quality, *not* recommended.
+
+Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
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