Include Massed Compute VM with Steps

README.md

@@ -101,6 +101,37 @@ Hardware kindly provided by [Massed Compute](https://massedcompute.com/?utm_sour
 
 Only the train splits were used (if a split was provided), and an additional pass of decontamination is performed using approximate nearest neighbor search (via faiss).
 
+## How to easily download and use this model
+[Massed Compute](https://massedcompute.com/?utm_source=huggingface&utm_creative_format=model_card&utm_content=creator_jon) has created a Virtual Machine (VM) pre-loaded with TGI and Text Generation WebUI.
+
+1) For this model rent the [Jon Durbin 4xA6000](https://shop.massedcompute.com/products/jon-durbin-4x-a6000?utm_source=huggingface&utm_creative_format=model_card&utm_content=creator_jon) Virtual Machine
+2) After you start your rental you will receive an email with instructions on how to Login to the VM
+3) Once inside the VM, open the terminal and run `conda activate text-generation-inference`
+4) Then `cd Desktop/text-generation-inference/`
+5) Run `volume=$PWD/data`
+6) Run`model=jondurbin/bagel-8x7b-v0.2`
+7) `sudo docker run --gpus '"device=0,1,2,3"' --shm-size 1g -p 8080:80 -v $volume:/data ghcr.io/huggingface/text-generation-inference:1.3 --model-id $model`
+8) The model will take some time to load...
+9) Once loaded the model will be available on port 8080
+
+Sample command within the VM
+```
+curl 0.0.0.0:8080/generate \
+    -X POST \
+    -d '{"inputs":"<|system|>You are a friendly chatbot.\n<|user|>What type of model are you?\n<|assistant|>","parameters":{"do_sample": true, "max_new_tokens": 100, "repetition_penalty": 1.15, "temperature": 0.7, "top_k": 20, "top_p": 0.9, "best_of": 1}}'\
+    -H 'Content-Type: application/json'
+```
+
+You can also access the model from outside the VM
+```
+curl IP_ADDRESS_PROVIDED_BY_MASSED_COMPUTE_VM:8080/generate \
+    -X POST \
+    -d '{"inputs":"<|system|>You are a friendly chatbot.\n<|user|>What type of model are you?\n<|assistant|>","parameters":{"do_sample": true, "max_new_tokens": 100, "repetition_penalty": 1.15, "temperature": 0.7, "top_k": 20, "top_p": 0.9, "best_of": 1}}'\
+    -H 'Content-Type: application/json
+```
+
+For assistance with the VM join the [Massed Compute Discord Server](https://discord.gg/Mj4YMQY3DA)
+
 ## Prompt formatting
 
 In sticking with the theme of the bagel, I didn't want to use a single prompt format, so I used 4 - vicuna, llama-2, alpaca, and chat-ml (sorta).