Update

Signed-off-by: Xin Liu <sam@secondstate.io>

README.md

@@ -1,3 +1,49 @@
 ---
-license: apache-2.0
+base_model: bigcode/starcoder2-7b
+inference: false
+license: bigcode-openrail-m
+library_name: transformers
+model_creator: bigcode
+model_name: StarCoder2 7B
+pipeline_tag: text-generation
+quantized_by: Second State Inc.
+tags:
+- code
 ---
+
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
+<!-- header end -->
+
+# StarCoder2-7B-GGUF
+
+## Original Model
+
+[bigcode/starcoder2-7b](https://huggingface.co/bigcode/starcoder2-7b)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: coming soon
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [starcoder2-7b-Q2_K.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q2_K.gguf)     | Q2_K   | 2 | 2.72 GB| smallest, significant quality loss - not recommended for most purposes |
+| [starcoder2-7b-Q3_K_L.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q3_K_L.gguf) | Q3_K_L | 3 | 3.99 GB| small, substantial quality loss |
+| [starcoder2-7b-Q3_K_M.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q3_K_M.gguf) | Q3_K_M | 3 | 3.59 GB| very small, high quality loss |
+| [starcoder2-7b-Q3_K_S.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q3_K_S.gguf) | Q3_K_S | 3 | 3.09 GB| very small, high quality loss |
+| [starcoder2-7b-Q4_0.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q4_0.gguf)     | Q4_0   | 4 | 4.04 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [starcoder2-7b-Q4_K_M.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q4_K_M.gguf) | Q4_K_M | 4 | 4.4 GB| medium, balanced quality - recommended |
+| [starcoder2-7b-Q4_K_S.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q4_K_S.gguf) | Q4_K_S | 4 | 4.13 GB| small, greater quality loss |
+| [starcoder2-7b-Q5_0.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q5_0.gguf)     | Q5_0   | 5 | 4.94 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [starcoder2-7b-Q5_K_M.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q5_K_M.gguf) | Q5_K_M | 5 | 5.12 GB| large, very low quality loss - recommended |
+| [starcoder2-7b-Q5_K_S.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q5_K_S.gguf) | Q5_K_S | 5 | 4.94 GB| large, low quality loss - recommended |
+| [starcoder2-7b-Q6_K.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q6_K.gguf)     | Q6_K   | 6 | 5.89 GB| very large, extremely low quality loss |
+| [starcoder2-7b-Q8_0.gguf](https://huggingface.co/second-state/StarCoder2-7B-GGUF/blob/main/starcoder2-7b-Q8_0.gguf)     | Q8_0   | 8 | 7.63 GB| very large, extremely low quality loss - not recommended |
+
+*Quantized with llama.cpp b2308*