Update README.md

README.md

@@ -18,7 +18,7 @@ pipeline_tag: text-generation
 
   We combine the OmniLMM-12B and GPT-3.5 into a **real-time multimodal interactive assistant**. The assistant accepts video streams from the camera and speech streams from the microphone and emits speech output. While still primary, we find the model can **replicate some of the fun cases shown in the Gemini Demo video, without any video edition**.
 
-
+## Evaluation
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@@ -118,68 +118,6 @@ pipeline_tag: text-generation
 ## Demo
 Click here to try out the Demo of [OmniLMM-12B](http://120.92.209.146:8081).
 
-## Install
-
-1. Clone this repository and navigate to the source folder
-
-```bash
-git clone https://github.com/OpenBMB/OmniLMM.git
-cd OmniLMM
-```
-
-2. Create conda environment
-
-```Shell
-conda create -n OmniLMM python=3.10 -y
-conda activate OmniLMM
-```
-
-3. Install dependencies
-
-```shell
-pip install -r requirements.txt
-```
-
-## Inference
-
-
-
-### Multi-turn Conversation
-Please refer to the following codes to run `OmniLMM`.
-
-<div align="center">
-<img src="assets/COCO_test2015_000000262144.jpg" width="660px">
-</div>
-
-##### OmniLMM-12B
-```python
-from chat import OmniLMMChat, img2base64
-
-chat_model = OmniLMMChat('openbmb/OmniLMM-12B')
-
-im_64 = img2base64('./data/COCO_test2015_000000262144.jpg')
-
-# First round chat 
-msgs = [{"role": "user", "content": "What are the people doing?"}]
-
-inputs = {"image": im_64, "question": json.dumps(msgs)}
-answer = chat_model.process(inputs)
-print(answer)
-
-# Second round chat 
-# pass history context of multi-turn conversation
-msgs.append({"role": "assistant", "content": answer})
-msgs.append({"role": "user", "content": "Describe the image"})
-
-inputs = {"image": im_64, "question": json.dumps(msgs)}
-answer = chat_model.process(inputs)
-print(answer)
-```
-
-We can obtain the following results:
-```
-"The people in the image are playing baseball. One person is pitching a ball, another one is swinging a bat to hit it, and there's also an umpire present who appears to be watching the game closely."
-
-"The image depicts a baseball game in progress. A pitcher is throwing the ball, while another player is swinging his bat to hit it. An umpire can be seen observing the play closely."
-```
+## Usage
+Looking at [github](https://github.com/OpenBMB/OmniLMM) for more detail about usage.