marcovirgolin

from typing import List, Tuple
import logging
import warnings
from langchain.chat_models import ChatOpenAI
from langchain.llms import HuggingFacePipeline
from langchain.callbacks.manager import CallbackManager
from langchain.schema import AIMessage, HumanMessage, SystemMessage
from transformers import (
    AutoModelForCausalLM, AutoTokenizer,
    TextStreamer,

marcovirgolin

from langchain.chat_models import ChatOpenAI
from langchain.chains import LLMChain
from langchain import PromptTemplate
import time
import toml, os
import numpy as np


keys = toml.load("api_keys.toml")
os.environ["OPENAI_API_KEY"] = keys["openai_api_key"]

marcovirgolin

from typing import Callable, Dict, Any, List
from fastapi import Depends, FastAPI
from fastapi.encoders import jsonable_encoder
from fastapi.responses import JSONResponse
from lanarky.responses import StreamingResponse
from langchain.callbacks.manager import AsyncCallbackManager
from langchain.callbacks.base import AsyncCallbackHandler
from langchain.chat_models import ChatOpenAI
from langchain.chains import LLMChain, SequentialChain, ConversationChain
from pydantic import BaseModel

marcovirgolin

import json, requests

RESULTS_URL = "https://raw.githubusercontent.com/EleutherAI/pythia/main/results/json/v1.1-evals/pythia-12b-deduped/zero-shot/12b-deduped_step93000.json"

r = requests.get(RESULTS_URL)
data = json.loads(r.content)
results = data["results"]

all = list()
for name in data["results"]:

marcovirgolin

from copy import deepcopy
from typing import Any, Dict, List, Tuple

import numpy as np
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from util import nethook

from .ft_hparams import FTHyperParams

marcovirgolin

from genepro.evo import Evolution
from genepro.selection import tournament_selection
from genepro.node_impl import *
from genepro.variation import *
from sklearn.metrics import mean_squared_error, r2_score
import numpy as np
from sympy import simplify, preorder_traversal, Float, Integer
import matplotlib.pyplot as plt
import imageio, os