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To use the DCLM-7B model on Jan.ai, follow these steps:

1. Install the Required Tools: Ensure you have the necessary tools installed. You might need packages like transformers and open_lm. You can install them using:

   pip install git+https://github.com/mlfoundations/open_lm.git transformers

2. Download the Model: Integrate the DCLM-7B model from Hugging Face with Jan.ai:

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Loading and unloading models is a common practice in both machine learning (ML) and artificial intelligence (AI) applications, especially when dealing with large-scale or resource-intensive models.

In the context of this VS Code extension, the term "AI models" is used, but it encompasses both machine learning and artificial intelligence models. Machine learning is a subset of AI that focuses on enabling computers to learn and improve from experience without being explicitly programmed. AI, on the other hand, is a broader field that includes machine learning and other techniques to create intelligent systems.

The need to load and unload models arises due to several reasons:

1. Resource Management: AI and ML models can be computationally expensive and consume significant amounts of memory. When multiple models are available, loading all of them simultaneously may exceed the available system resources. By selectively loading and unloading models, the extension can manage resource usage efficiently and ensure

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[
    {
        "type": "function",
        "function": {
            "name": "Invoke-DbaQuery",
            "description": "Use this function to answer user questions about Northwind. Input should be a fully formed SQL query.",
            "parameters": {
                "properties": {
                    "Query": {
                        "type": "string",

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import {
  AppBskyEmbedImages,
  AppBskyFeedPost,
  BskyAgent,
} from '@atproto/api'
import * as dotenv from 'dotenv'
import {ComAtprotoSyncSubscribeRepos, subscribeRepos, SubscribeReposMessage} from 'atproto-firehose'
import Anthropic from '@anthropic-ai/sdk'
import axios from 'axios'

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Begin trace logging for SharePoint Products Configuration Wizard.  Version 16.0.14326.20450
11/29/2023 13:20:01  1  INF  Entering function PsconfigUserInterfaceMain.Main
11/29/2023 13:20:01  1  INF    Entering function Common.SetCurrentThreadCultureToInstalledCulture
11/29/2023 13:20:01  1  INF      Entering function Common.SetThreadCultureToInstalledCulture
11/29/2023 13:20:01  1  INF        Current thread culture is English (United States), current thread ui culture is English (United States), installed culture is English (United States)
11/29/2023 13:20:01  1  INF      Leaving function Common.SetThreadCultureToInstalledCulture
11/29/2023 13:20:01  1  INF      The current ui culture English (United States) is NOT right to left
11/29/2023 13:20:01  1  INF    Leaving function Common.SetCurrentThreadCultureToInstalledCulture
11/29/2023 13:20:01  1  INF    Creating the psconfig application context
11/29/2023 13:20:01  1  INF    Entering function PsconfigApplicationContext.PsconfigApplicationContext

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{
  "openapi": "3.0.0",
  "info": {
    "title": "Mastodon API",
    "description": "This an attempt to document Mastodon's API based on the code in https://github.com/mastodon/mastodon",
    "contact": {
      "name": "Malcolm VanOrder",
      "email": "mvanorder1390@gmail.com"
    },
    "license": {

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Thanks for attending the session! Here are all of our related security commands:

Add-DbaComputerCertificate              
Backup-DbaComputerCertificate           
Backup-DbaDbCertificate                 
Backup-DbaDbMasterKey                   
Backup-DbaServiceMasterKey              
Disable-DbaDbEncryption                 
Disable-DbaForceNetworkEncryption       

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{
    "$help": "https://aka.ms/terminal-documentation",
    "$schema": "https://aka.ms/terminal-profiles-schema",
    "actions":
    [
        {
            "command":
            {
                "action": "copy",
                "singleLine": false

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function Invoke-Program {
    [CmdletBinding()]
    [OutputType([System.Management.Automation.PSObject])]
    param
    (
        [Parameter(Mandatory)]
        [ValidateNotNullOrEmpty()]
        [string]$FilePath,
        [Parameter()]