MohamedAlaa

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

mblondel

"""Kernel K-means"""

# Author: Mathieu Blondel <[email protected]>
# License: BSD 3 clause

import numpy as np

from sklearn.base import BaseEstimator, ClusterMixin
from sklearn.metrics.pairwise import pairwise_kernels
from sklearn.utils import check_random_state

Nagyman

Workflows (States) in Django

I'm going to cover a simple, but effective, utility for managing state and transitions (aka workflow). We often need to store the state (status) of a model and it should only be in one state at a time.

Common Software Uses

• Publishing (Draft->Approved->Published->Expired->Deleted)

claysauruswrecks

# main
llama-index
langchain

jneuff

/// Fix a huggingface tokenizer to which tokens have been added after training.
///
/// Adding tokens after training via `add_special_tokens` leads to them being added to the
/// `added_tokens` section but not to the `model.vocab` section. This yields warnings like:
/// ```
/// [2023-10-17T07:54:05Z WARN  tokenizers::tokenizer::serialization] Warning: Token '<|empty_usable_token_space_1023|>' was expected to have ID '129023' but was given ID 'None'
/// ```
/// The code in this file ensures that all tokens from `added_tokens` are also placed into
/// `model.vocab`. This fixes the warning and does not change the tokenizer's behavior.

kupietools

This list was compiled from https://web.archive.org/web/20230911135706/https://docs.docker.com/desktop/release-notes/, retrieved on 2024-05-24

It appears links for later updates than 4.22.1 are currently (as of early Aug 2024) being kept up to date on https://docs.docker.com/desktop/release-notes, I'm not going to continuously update this but others may in the comments below, so check that link or the comments if you need a later version than 4.22.1.

The information may not be correct in all cases, or may have changed since archive.org archived the page. At time of posting, I spot-checked a few links and they appeared to be good, but really, all I've done is copied, pasted, and visually formatted the information I found on archive.org, so no warrantee that it's good.  

If the download links don't work, sometimes archive.org has the download archive, and you can try adding https://web.archive.org/web/20230911135706/ to the beginning of the URL. For instance, as of this writing, the 4.22.1 Windows download i

kglspl

import h5py

# Copyright (c) 2023 kglspl
# MIT License (the same as: https://github.com/kglspl/ppmparser/blob/master/LICENSE)

class H5FS(object):
    def __init__(self, filename, mode):
        self.filename = filename
        self.f = h5py.File(filename, mode)
        self.dset = None

jrknox1977

# install DSPy: pip install dspy
import dspy

# Ollam is now compatible with OpenAI APIs
# 
# To get this to work you must include `model_type='chat'` in the `dspy.OpenAI` call. 
# If you do not include this you will get an error. 
# 
# I have also found that `stop='\n\n'` is required to get the model to stop generating text after the ansewr is complete. 
# At least with mistral.

aaronjolson

''' in .env file
GITHUB_TOKEN="YOUR_GH_CLASSIC_TOKEN"
OPENAI_API_KEY="YOUR_OPENAI_KEY"
ACTIVELOOP_TOKEN="YOUR_ACTIVELOOP_TOKEN"
DATASET_PATH="hub://YOUR_ORG/repository_vector_store"


need to install llama-index >= 0.10.0, python-dotenv, and llama-index-readers-github >= 0.1.5
'''