Update benchmark scripts (#8)

scripts/launch_tgi.sh

@@ -0,0 +1,6 @@
+docker run --name tgi --rm -ti --gpus all --network host \
+  -v /home/ubuntu/model_weights/Llama-2-7b-chat-hf:/Llama-2-7b-chat-hf \
+  ghcr.io/huggingface/text-generation-inference:1.3.0 \
+  --model-id /Llama-2-7b-chat-hf --num-shard 1  --trust-remote-code \
+  --max-input-length 2048 --max-total-tokens 4096 \
+  --port 24000