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| # Load model directly | |
| from transformers import AutoTokenizer, AutoModelForCausalLM | |
| tokenizer = AutoTokenizer.from_pretrained("meta-llama/Meta-Llama-3.1-405B") | |
| model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3.1-405B") | |
| # Define a function to generate words based on sentiments | |
| def generate_words(sentiment, num_words): | |
| # Tokenize the sentiment text | |
| inputs = tokenizer.encode_plus( |
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| import fitz # PyMuPDF | |
| import re | |
| import torch | |
| from torch.utils.data import Dataset, DataLoader | |
| from transformers import AutoTokenizer, AutoModelForCausalLM | |
| from transformers import AdamW | |
| device = torch.device("cuda" if torch.cuda.is_available() else "cpu") | |
| def extract_text_from_pdf(pdf_path): |
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| /*! | |
| Math.uuid.js (v1.4) | |
| http://www.broofa.com | |
| mailto:[email protected] | |
| Copyright (c) 2010 Robert Kieffer | |
| Dual licensed under the MIT and GPL licenses. | |
| */ | |
| /* |
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| { | |
| "EA50": { | |
| "name": "Eclipse 550", | |
| "galph": 76, | |
| "category": "VLJ" | |
| }, | |
| "LJ31": { | |
| "name": "Learjet 31", | |
| "galph": 202, | |
| "category": "Light" |
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| """ 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 |
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| #!/bin/bash | |
| NEW_UUID=$(cat /dev/urandom | tr -dc 'a-z0-9' | fold -w 4 | head -n 1) | |
| SERVER_NAME=vpn-$NEW_UUID | |
| gcloud compute instances create $SERVER_NAME \ | |
| --machine-type "n1-standard-1" \ | |
| --image-family ubuntu-1604-lts \ | |
| --image-project "ubuntu-os-cloud" \ | |
| --boot-disk-size "20" \ | |
| --boot-disk-type "pd-ssd" \ | |
| --boot-disk-device-name "$NEW_UUID" \ |
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| ## How to hide API keys from github ## | |
| 1. If you have already pushed commits with sensitive data, follow this guide to remove the sensitive info while | |
| retaining your commits: https://help.github.com/articles/remove-sensitive-data/ | |
| 2. In the terminal, create a config.js file and open it up: | |
| touch config.js | |
| atom config.js |
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| deb http://archive.ubuntu.com/ubuntu/ jammy main restricted universe multiverse | |
| # deb-src http://archive.ubuntu.com/ubuntu/ jammy main restricted universe multiverse | |
| deb http://archive.ubuntu.com/ubuntu/ jammy-updates main restricted universe multiverse | |
| # deb-src http://archive.ubuntu.com/ubuntu/ jammy-updates main restricted universe multiverse | |
| deb http://archive.ubuntu.com/ubuntu/ jammy-security main restricted universe multiverse | |
| # deb-src http://archive.ubuntu.com/ubuntu/ jammy-security main restricted universe multiverse | |
| deb http://archive.ubuntu.com/ubuntu/ jammy-backports main restricted universe multiverse |
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| { | |
| "EA50": { | |
| "name": "Eclipse 550", | |
| "galph": 76, | |
| "category": "VLJ" | |
| }, | |
| "LJ31": { | |
| "name": "Learjet 31", | |
| "galph": 202, | |
| "category": "Light" |
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| 10-18 15:24:35.608 18746 18927 E twitch-scratch-send: websocket send: wss://pubsub-edge.twitch.tv {"data":{"auth_token":"[REDACTED]", "topics":["user-subscribe-events-v1.90707410"]}, "type":"LISTEN"} | |
| 10-18 15:24:35.613 18746 18927 E twitch-scratch-send: websocket send: wss://pubsub-edge.twitch.tv {"data":{"auth_token":"[REDACTED]", "topics":["whispers.90707410"]}, "type":"LISTEN"} | |
| 10-18 15:24:35.868 18746 18927 E twitch-scratch-send: websocket send: wss://pubsub-edge.twitch.tv {"data":{"auth_token":"[REDACTED]", "topics":["presence.90707410"]}, "type":"LISTEN"} | |
| 10-18 15:24:35.869 18746 18927 E twitch-scratch-send: websocket send: wss://pubsub-edge.twitch.tv {"data":{"auth_token":"[REDACTED]", "topics":["friendship.90707410"]}, "type":"LISTEN"} | |
| 10-18 15:24:35.871 18746 18927 E twitch-scratch-send: websocket send: wss://pubsub-edge.twitch.tv {"data":{"auth_token":"[REDACTED]", "topics":["chatrooms-user-v1.90707410"]}, "type":"LISTEN"} | |
| 10-18 15:24:37.956 18746 18927 E twitch-scratch-send: webs |
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