Update

Signed-off-by: Xin Liu <[email protected]>

README.md

@@ -1,3 +1,63 @@
 ---
-license: apache-2.0
+base_model: liuhaotian/llava-v1.5-7b
+inference: false
+library_name: transformers
+license: llama2
+model_creator: liuhaotian
+model_name: Llava v1.5 7B
+quantized_by: Second State Inc.
 ---
+
+<!-- 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 -->
+
+# Llava-v1.5-7B-GGUF
+
+## Original Model
+
+[liuhaotian/llava-v1.5-7b](https://huggingface.co/liuhaotian/llava-v1.5-7b)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: comming soon
+
+- Prompt template
+
+  - Prompt type: `vicuna-llava`
+
+  - Prompt string
+
+    ```text
+    <system_prompt>\nUSER:<image_embeddings>\n<textual_prompt>\nASSISTANT:
+    ```
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:llava-v1.5-7b-Q5_K_M.gguf llama-api-server.wasm -p vicuna-llava -c 2048 --llava-mmproj mmproj-model-f16.gguf -m llava-v1.5
+  ```
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [llava-v1.5-7b-Q2_K.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q2_K.gguf)     | Q2_K   | 2 | 2.53 GB| smallest, significant quality loss - not recommended for most purposes |
+| [llava-v1.5-7b-Q3_K_L.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q3_K_L.gguf) | Q3_K_L | 3 | 3.6 GB| small, substantial quality loss |
+| [llava-v1.5-7b-Q3_K_M.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q3_K_M.gguf) | Q3_K_M | 3 | 3.3 GB| very small, high quality loss |
+| [llava-v1.5-7b-Q3_K_S.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q3_K_S.gguf) | Q3_K_S | 3 | 2.95 GB| very small, high quality loss |
+| [llava-v1.5-7b-Q4_0.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q4_0.gguf)     | Q4_0   | 4 | 3.83 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [llava-v1.5-7b-Q4_K_M.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q4_K_M.gguf) | Q4_K_M | 4 | 4.08 GB| medium, balanced quality - recommended |
+| [llava-v1.5-7b-Q4_K_S.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q4_K_S.gguf) | Q4_K_S | 4 | 3.86 GB| small, greater quality loss |
+| [llava-v1.5-7b-Q5_0.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q5_0.gguf)     | Q5_0   | 5 | 4.65 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [llava-v1.5-7b-Q5_K_M.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q5_K_M.gguf) | Q5_K_M | 5 | 4.78 GB| large, very low quality loss - recommended |
+| [llava-v1.5-7b-Q5_K_S.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q5_K_S.gguf) | Q5_K_S | 5 | 4.65 GB| large, low quality loss - recommended |
+| [llava-v1.5-7b-Q6_K.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q6_K.gguf)     | Q6_K   | 6 | 5.53 GB| very large, extremely low quality loss |
+| [llava-v1.5-7b-Q8_0.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q8_0.gguf)     | Q8_0   | 8 | 7.16 GB| very large, extremely low quality loss - not recommended |
+| [mmproj-model-f16.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/mmproj-model-f16.gguf)     | f16   | 8 | 624 MB|  |
+
+*Quantized with llama.cpp b2230*