test: update the examples after refactoring.
This commit is contained in:
parent
264fb9a706
commit
aaa0cba9f8
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@ -3,16 +3,17 @@ using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using LLama.Old;
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namespace LLama.Examples
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{
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public class ChatSession
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{
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ChatSession<LLamaModel> _session;
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LLama.Old.ChatSession<LLama.Old.LLamaModel> _session;
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public ChatSession(string modelPath, string promptFilePath, string[] antiprompt)
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{
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LLamaModel model = new(new LLamaParams(model: modelPath, n_ctx: 512, interactive: true, repeat_penalty: 1.0f, verbose_prompt: false));
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_session = new ChatSession<LLamaModel>(model)
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LLama.Old.LLamaModel model = new(new LLamaParams(model: modelPath, n_ctx: 512, interactive: true, repeat_penalty: 1.0f, verbose_prompt: false));
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_session = new ChatSession<LLama.Old.LLamaModel>(model)
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.WithPromptFile(promptFilePath)
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.WithAntiprompt(antiprompt);
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}
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@ -3,15 +3,16 @@ using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using LLama.Old;
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namespace LLama.Examples
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namespace LLama.Examples.Old
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{
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public class ChatWithLLamaModel
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{
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LLamaModel _model;
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LLama.Old.LLamaModel _model;
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public ChatWithLLamaModel(string modelPath, string promptFilePath, string[] antiprompt)
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{
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_model = new LLamaModel(new LLamaParams(model: modelPath, n_ctx: 512, interactive: true, antiprompt: antiprompt.ToList(),
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_model = new LLama.Old.LLamaModel(new LLamaParams(model: modelPath, n_ctx: 512, interactive: true, antiprompt: antiprompt.ToList(),
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repeat_penalty: 1.0f)).WithPromptFile(promptFilePath);
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}
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@ -3,6 +3,7 @@ using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using LLama.Old;
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namespace LLama.Examples
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{
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@ -3,15 +3,16 @@ using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using LLama.Old;
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namespace LLama.Examples
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namespace LLama.Examples.Old
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{
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public class InstructMode
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{
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LLamaModel _model;
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LLama.Old.LLamaModel _model;
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public InstructMode(string modelPath, string promptFile)
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{
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_model = new LLamaModel(new LLamaParams(model: modelPath, n_ctx: 2048, n_predict: -1, top_k: 10000, instruct: true,
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_model = new LLama.Old.LLamaModel(new LLamaParams(model: modelPath, n_ctx: 2048, n_predict: -1, top_k: 10000, instruct: true,
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repeat_penalty: 1.1f, n_batch: 256, temp: 0.2f)).WithPromptFile(promptFile);
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}
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@ -3,15 +3,16 @@ using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using LLama.Old;
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namespace LLama.Examples
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{
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public class SaveAndLoadState: IDisposable
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{
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LLamaModel _model;
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LLama.Old.LLamaModel _model;
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public SaveAndLoadState(string modelPath, string prompt)
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{
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_model = new LLamaModel(new LLamaParams(model: modelPath, n_ctx: 2048, n_predict: -1, top_k: 10000, instruct: true,
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_model = new LLama.Old.LLamaModel(new LLamaParams(model: modelPath, n_ctx: 2048, n_predict: -1, top_k: 10000, instruct: true,
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repeat_penalty: 1.1f, n_batch: 256, temp: 0.2f)).WithPrompt(prompt);
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}
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@ -0,0 +1,99 @@
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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namespace LLama.Examples.Old
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{
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public class OldTestRunner
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{
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public static void Run()
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{
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Console.WriteLine("================LLamaSharp Examples (Old Version)==================\n");
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Console.WriteLine("Please input a number to choose an example to run:");
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Console.WriteLine("0: Run a chat session.");
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Console.WriteLine("1: Run a LLamaModel to chat.");
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Console.WriteLine("2: Quantize a model.");
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Console.WriteLine("3: Get the embeddings of a message.");
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Console.WriteLine("4: Run a LLamaModel with instruct mode.");
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Console.WriteLine("5: Load and save state of LLamaModel.");
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while (true)
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{
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Console.Write("\nYour choice: ");
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int choice = int.Parse(Console.ReadLine());
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if (choice == 0)
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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ChatSession chat = new(modelPath, "Assets/chat-with-bob.txt", new string[] { "User:" });
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chat.Run();
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}
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else if (choice == 1)
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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ChatWithLLamaModel chat = new(modelPath, "Assets/chat-with-bob.txt", new string[] { "User:" });
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chat.Run();
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}
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else if (choice == 2) // quantization
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{
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Console.Write("Please input your original model path: ");
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var inputPath = Console.ReadLine();
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Console.Write("Please input your output model path: ");
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var outputPath = Console.ReadLine();
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Console.Write("Please input the quantize type (one of q4_0, q4_1, q5_0, q5_1, q8_0): ");
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var quantizeType = Console.ReadLine();
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Quantize q = new Quantize();
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q.Run(inputPath, outputPath, quantizeType);
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}
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else if (choice == 3) // get the embeddings only
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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GetEmbeddings em = new GetEmbeddings(modelPath);
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Console.Write("Please input the text: ");
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var text = Console.ReadLine();
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em.Run(text);
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}
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else if (choice == 4) // instruct mode
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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InstructMode im = new InstructMode(modelPath, "Assets/alpaca.txt");
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Console.WriteLine("Here's a simple example for using instruct mode. You can input some words and let AI " +
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"complete it for you. For example: Write a story about a fox that wants to make friend with human. No less than 200 words.");
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im.Run();
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}
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else if (choice == 5) // load and save state
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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Console.Write("Please input your state file path: ");
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var statePath = Console.ReadLine();
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SaveAndLoadState sals = new(modelPath, File.ReadAllText(@"D:\development\llama\llama.cpp\prompts\alpaca.txt"));
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sals.Run("Write a story about a fox that wants to make friend with human. No less than 200 words.");
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sals.SaveState(statePath);
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sals.Dispose();
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GC.Collect();
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GC.WaitForPendingFinalizers();
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// create a new model to load the state.
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SaveAndLoadState sals2 = new(modelPath, "");
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sals2.LoadState(statePath);
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sals2.Run("Tell me more things about the fox in the story you told me.");
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}
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else
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{
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Console.WriteLine("Cannot parse your choice. Please select again.");
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continue;
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}
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break;
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}
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}
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}
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}
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@ -1,87 +1,44 @@
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using LLama;
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using LLama.Abstractions.Params;
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using LLama.Examples;
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using LLama.Examples.Old;
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Console.WriteLine("================LLamaSharp Examples==================\n");
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Console.WriteLine("======================================================================================================");
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Console.WriteLine("Please input a number to choose an example to run:");
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Console.WriteLine("0: Run a chat session.");
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Console.WriteLine("1: Run a LLamaModel to chat.");
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Console.WriteLine("2: Quantize a model.");
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Console.WriteLine("3: Get the embeddings of a message.");
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Console.WriteLine("4: Run a LLamaModel with instruct mode.");
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Console.WriteLine("5: Load and save state of LLamaModel.");
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Console.WriteLine(" __ __ ____ __ \r\n/\\ \\ /\\ \\ /\\ _`\\ /\\ \\ \r\n\\ \\ \\ \\ \\ \\ __ ___ ___ __ \\ \\,\\L\\_\\\\ \\ \\___ __ _ __ _____ \r\n \\ \\ \\ __\\ \\ \\ __ /'__`\\ /' __` __`\\ /'__`\\ \\/_\\__ \\ \\ \\ _ `\\ /'__`\\ /\\`'__\\/\\ '__`\\ \r\n \\ \\ \\L\\ \\\\ \\ \\L\\ \\/\\ \\L\\.\\_ /\\ \\/\\ \\/\\ \\ /\\ \\L\\.\\_ /\\ \\L\\ \\\\ \\ \\ \\ \\ /\\ \\L\\.\\_\\ \\ \\/ \\ \\ \\L\\ \\\r\n \\ \\____/ \\ \\____/\\ \\__/.\\_\\\\ \\_\\ \\_\\ \\_\\\\ \\__/.\\_\\\\ `\\____\\\\ \\_\\ \\_\\\\ \\__/.\\_\\\\ \\_\\ \\ \\ ,__/\r\n \\/___/ \\/___/ \\/__/\\/_/ \\/_/\\/_/\\/_/ \\/__/\\/_/ \\/_____/ \\/_/\\/_/ \\/__/\\/_/ \\/_/ \\ \\ \\/ \r\n \\ \\_\\ \r\n \\/_/ ");
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Console.WriteLine("======================================================================================================");
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while (true)
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Console.WriteLine();
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Console.WriteLine("Please choose the version you want to test: ");
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Console.WriteLine("0. old version (for v0.3.0 or earlier version)");
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Console.WriteLine("1. new version (for versions after v0.4.0)");
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Console.Write("\nYour Choice: ");
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int version = int.Parse(Console.ReadLine());
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Console.WriteLine();
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if(version == 1)
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{
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Console.Write("\nYour choice: ");
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int choice = int.Parse(Console.ReadLine());
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Console.WriteLine("The examples for new versions are under working now. We'll soon update the examples." +
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" Thank you for your support!");
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string modelPath = "D:\\development\\llama\\weights\\wizard-vicuna-13B.ggmlv3.q4_1.bin";
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var prompt = File.ReadAllText("Assets/dan.txt").Trim();
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LLamaInstructExecutor ex = new(new LLamaModel(new ModelParams(modelPath, contextSize: 1024)));
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if (choice == 0)
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while (true)
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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ChatSession chat = new(modelPath, "Assets/chat-with-bob.txt", new string[] { "User:" });
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chat.Run();
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foreach (var text in ex.Infer(prompt, new SessionParams() { Temperature = 0.6f }))
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{
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Console.Write(text);
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}
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prompt = Console.ReadLine();
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}
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else if (choice == 1)
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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ChatWithLLamaModel chat = new(modelPath, "Assets/chat-with-bob.txt", new string[] { "User:" });
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chat.Run();
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}
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else if (choice == 2) // quantization
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{
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Console.Write("Please input your original model path: ");
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var inputPath = Console.ReadLine();
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Console.Write("Please input your output model path: ");
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var outputPath = Console.ReadLine();
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Console.Write("Please input the quantize type (one of q4_0, q4_1, q5_0, q5_1, q8_0): ");
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var quantizeType = Console.ReadLine();
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Quantize q = new Quantize();
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q.Run(inputPath, outputPath, quantizeType);
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}
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else if (choice == 3) // get the embeddings only
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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GetEmbeddings em = new GetEmbeddings(modelPath);
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Console.Write("Please input the text: ");
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var text = Console.ReadLine();
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em.Run(text);
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}
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else if (choice == 4) // instruct mode
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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InstructMode im = new InstructMode(modelPath, "Assets/alpaca.txt");
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Console.WriteLine("Here's a simple example for using instruct mode. You can input some words and let AI " +
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"complete it for you. For example: Write a story about a fox that wants to make friend with human. No less than 200 words.");
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im.Run();
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}
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else if (choice == 5) // load and save state
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{
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Console.Write("Please input your model path: ");
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var modelPath = Console.ReadLine();
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Console.Write("Please input your state file path: ");
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var statePath = Console.ReadLine();
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SaveAndLoadState sals = new(modelPath, File.ReadAllText(@"D:\development\llama\llama.cpp\prompts\alpaca.txt"));
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sals.Run("Write a story about a fox that wants to make friend with human. No less than 200 words.");
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sals.SaveState(statePath);
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sals.Dispose();
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GC.Collect();
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GC.WaitForPendingFinalizers();
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// create a new model to load the state.
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SaveAndLoadState sals2 = new(modelPath, "");
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sals2.LoadState(statePath);
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sals2.Run("Tell me more things about the fox in the story you told me.");
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}
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else
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{
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Console.WriteLine("Cannot parse your choice. Please select again.");
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continue;
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}
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break;
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}
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else
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{
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OldTestRunner.Run();
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}
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@ -1,4 +1,5 @@
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using LLama.WebAPI.Models;
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using LLama.Old;
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using LLama.WebAPI.Models;
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namespace LLama.WebAPI.Services;
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@ -9,9 +9,7 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "LLama.Examples", "LLama.Exa
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EndProject
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "LLamaSharp", "LLama\LLamaSharp.csproj", "{01A12D68-DE95-425E-AEEE-2D099305036D}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "WPFDemo", "WPFDemo\WPFDemo.csproj", "{1E952A70-B720-4F76-9856-EC3B4259A80B}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "LLama.WebAPI", "LLama.WebAPI\LLama.WebAPI.csproj", "{D3CEC57A-9027-4DA4-AAAC-612A1EB50ADF}"
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "LLama.WebAPI", "LLama.WebAPI\LLama.WebAPI.csproj", "{D3CEC57A-9027-4DA4-AAAC-612A1EB50ADF}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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@ -59,18 +57,6 @@ Global
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{01A12D68-DE95-425E-AEEE-2D099305036D}.Release|Any CPU.Build.0 = Release|Any CPU
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{01A12D68-DE95-425E-AEEE-2D099305036D}.Release|x64.ActiveCfg = Release|x64
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{01A12D68-DE95-425E-AEEE-2D099305036D}.Release|x64.Build.0 = Release|x64
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Debug|x64.ActiveCfg = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Debug|x64.Build.0 = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.GPU|Any CPU.ActiveCfg = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.GPU|Any CPU.Build.0 = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.GPU|x64.ActiveCfg = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.GPU|x64.Build.0 = Debug|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Release|Any CPU.Build.0 = Release|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Release|x64.ActiveCfg = Release|Any CPU
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{1E952A70-B720-4F76-9856-EC3B4259A80B}.Release|x64.Build.0 = Release|Any CPU
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{D3CEC57A-9027-4DA4-AAAC-612A1EB50ADF}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{D3CEC57A-9027-4DA4-AAAC-612A1EB50ADF}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{D3CEC57A-9027-4DA4-AAAC-612A1EB50ADF}.Debug|x64.ActiveCfg = Debug|Any CPU
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