LLamaSharp/LLama.Examples/NewVersion/LoadAndSaveSession.cs

70 lines
2.8 KiB
C#

using LLama.Common;
namespace LLama.Examples.NewVersion
{
public class SaveAndLoadSession
{
public static void Run()
{
Console.Write("Please input your model path: ");
var modelPath = Console.ReadLine();
var prompt = File.ReadAllText("Assets/chat-with-bob.txt").Trim();
var parameters = new ModelParams(modelPath)
{
ContextSize = 1024,
Seed = 1337,
GpuLayerCount = 5
};
using var model = LLamaWeights.LoadFromFile(parameters);
using var context = model.CreateContext(parameters);
var ex = new InteractiveExecutor(context);
var session = new ChatSession(ex);
Console.ForegroundColor = ConsoleColor.Yellow;
Console.WriteLine("The chat session has started. In this example, the prompt is printed for better visual result. Input \"save\" to save and reload the session.");
Console.ForegroundColor = ConsoleColor.White;
// show the prompt
Console.Write(prompt);
while (true)
{
foreach (var text in session.Chat(prompt, new InferenceParams() { Temperature = 0.6f, AntiPrompts = new List<string> { "User:" } }))
{
Console.Write(text);
}
Console.ForegroundColor = ConsoleColor.Green;
prompt = Console.ReadLine();
Console.ForegroundColor = ConsoleColor.White;
if (prompt == "save")
{
Console.Write("Preparing to save the state, please input the path you want to save it: ");
Console.ForegroundColor = ConsoleColor.Green;
var statePath = Console.ReadLine();
session.SaveSession(statePath);
Console.ForegroundColor = ConsoleColor.White;
Console.ForegroundColor = ConsoleColor.Yellow;
Console.WriteLine("Saved session!");
Console.ForegroundColor = ConsoleColor.White;
ex.Context.Dispose();
ex = new(new LLamaContext(parameters));
session = new ChatSession(ex);
session.LoadSession(statePath);
Console.ForegroundColor = ConsoleColor.Yellow;
Console.WriteLine("Loaded session!");
Console.ForegroundColor = ConsoleColor.White;
Console.Write("Now you can continue your session: ");
Console.ForegroundColor = ConsoleColor.Green;
prompt = Console.ReadLine();
Console.ForegroundColor = ConsoleColor.White;
}
}
}
}
}