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@younesbelkada
younesbelkada / finetune_llama_v2.py
Last active April 24, 2024 02:14
Fine tune Llama v2 models on Guanaco Dataset
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
Getting started with SageMaker
https://docs.aws.amazon.com/sagemaker/latest/dg/gs.html
* Lab 1: Image Classification:
* Traffic Sign classification
* https://github.com/aws-samples/aws-ml-vision-end2end/
* Lab 2: Transfer Learning
* https://s3.amazonaws.com/smallya-test/mxnet-finetune-nb/finetuning-mxnet.zip
@karpathy
karpathy / pg-pong.py
Created May 30, 2016 22:50
Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels
""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym
# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward
@ihoneymon
ihoneymon / how-to-write-by-markdown.md
Last active April 26, 2024 11:59
마크다운(Markdown) 사용법

[공통] 마크다운 markdown 작성법

영어지만, 조금 더 상세하게 마크다운 사용법을 안내하고 있는
"Markdown Guide (https://www.markdownguide.org/)" 를 보시는 것을 추천합니다. ^^

아, 그리고 마크다운만으로 표현이 부족하다고 느끼신다면, HTML 태그를 활용하시는 것도 좋습니다.

1. 마크다운에 관하여