See rune2e.sh
for info on how to run the experiment.
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#!/usr/bin/env bash | |
# Default values for percentages | |
DEFAULT_WIRED_LIMIT_PERCENT=85 | |
DEFAULT_WIRED_LWM_PERCENT=75 | |
# Read input parameters or use default values | |
WIRED_LIMIT_PERCENT=${1:-$DEFAULT_WIRED_LIMIT_PERCENT} | |
WIRED_LWM_PERCENT=${2:-$DEFAULT_WIRED_LWM_PERCENT} |
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# Train GPT-2 in five minutes -- for free | |
# | |
# ```bash | |
# pip install modal | |
# modal setup | |
# modal run wrapper.py | |
# ``` | |
# | |
# Note that the end-to-end latency the first time is more like 25 minutes: | |
# - five minutes to install Torch (rip) |
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# Example usage: | |
# python merge_peft.py --base_model=meta-llama/Llama-2-7b-hf --peft_model=./qlora-out --hub_id=alpaca-qlora | |
from transformers import AutoModelForCausalLM, AutoTokenizer | |
from peft import PeftModel | |
import torch | |
import argparse | |
def get_args(): |
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FROM mcr.microsoft.com/vscode/devcontainers/python:3.8 | |
ENV DEBIAN_FRONTEND=noninteractive | |
RUN apt-get update && apt-get -y install --no-install-recommends java-common zip \ | |
&& wget https://corretto.aws/downloads/latest/amazon-corretto-8-x64-linux-jdk.deb \ | |
&& dpkg --install amazon-corretto-8-x64-linux-jdk.deb \ | |
&& wget https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip \ | |
&& unzip awscli-exe-linux-x86_64.zip \ | |
&& ./aws/install \ | |
# Clean up |
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import json | |
from subprocess import check_output | |
from time import sleep | |
!pip -q install youtube-dl | |
from google.colab import auth | |
auth.authenticate_user() | |
!gcloud config set project kora-id | |
gcs = 'gs://co-lab/dhamma' # use your own project, gcs |
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pip install streamlit | |
pip install spacy | |
python -m spacy download en_core_web_sm | |
python -m spacy download en_core_web_md | |
python -m spacy download de_core_news_sm |
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