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20
README.md
20
README.md
@ -38,7 +38,9 @@ curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d
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```
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Note: You can use a default template for every model in your model path, by creating a corresponding file with the `.tmpl` suffix next to your model. For instance, if the model is called `foo.bin`, you can create a sibiling file, `foo.bin.tmpl` which will be used as a default prompt, for instance this can be used with alpaca:
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Note: The API doesn't inject a default prompt for talking to the model, while the CLI does. You have to use a prompt similar to what's described in the standford-alpaca docs: https://github.com/tatsu-lab/stanford_alpaca#data-release.
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You can use a default template for every model present in your model path, by creating a corresponding file with the `.tmpl` suffix next to your model. For instance, if the model is called `foo.bin`, you can create a sibiling file, `foo.bin.tmpl` which will be used as a default prompt, for instance this can be used with alpaca:
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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@ -187,22 +189,6 @@ You can list all the models available with:
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curl http://localhost:8080/v1/models
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```
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## Web interface
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There is also available a simple web interface (for instance, http://localhost:8080/) which can be used as a playground.
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Note: The API doesn't inject a template for talking to the instance, while the CLI does. You have to use a prompt similar to what's described in the standford-alpaca docs: https://github.com/tatsu-lab/stanford_alpaca#data-release, for instance:
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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{instruction}
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### Response:
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```
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## Using other models
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gpt4all (https://github.com/nomic-ai/gpt4all) works as well, however the original model needs to be converted (same applies for old alpaca models, too):
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11
api/api.go
11
api/api.go
@ -1,9 +1,7 @@
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package api
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import (
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"embed"
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"fmt"
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"net/http"
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"strings"
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"sync"
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@ -12,7 +10,6 @@ import (
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llama "github.com/go-skynet/go-llama.cpp"
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"github.com/gofiber/fiber/v2"
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"github.com/gofiber/fiber/v2/middleware/cors"
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"github.com/gofiber/fiber/v2/middleware/filesystem"
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"github.com/gofiber/fiber/v2/middleware/recover"
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)
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@ -65,9 +62,6 @@ type OpenAIRequest struct {
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IgnoreEOS bool `json:"ignore_eos"`
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}
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//go:embed index.html
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var indexHTML embed.FS
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// https://platform.openai.com/docs/api-reference/completions
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func openAIEndpoint(chat bool, loader *model.ModelLoader, threads int, defaultMutex *sync.Mutex, mutexMap *sync.Mutex, mutexes map[string]*sync.Mutex) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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@ -234,11 +228,6 @@ func Start(loader *model.ModelLoader, listenAddr string, threads int) error {
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})
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})
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app.Use("/", filesystem.New(filesystem.Config{
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Root: http.FS(indexHTML),
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NotFoundFile: "index.html",
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}))
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// Start the server
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app.Listen(listenAddr)
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return nil
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120
api/index.html
120
api/index.html
@ -1,120 +0,0 @@
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<!DOCTYPE html>
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<html>
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<head>
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<title>llama-cli</title>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css" crossorigin="anonymous" referrerpolicy="no-referrer" />
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<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css">
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</head>
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<style>
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@keyframes rotating {
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from {
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transform: rotate(0deg);
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}
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to {
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transform: rotate(360deg);
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}
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}
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.waiting {
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animation: rotating 1s linear infinite;
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}
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</style>
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<body>
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<div class="container mt-5" x-data="{ templates:[
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{
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name: 'Alpaca: Instruction without input',
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text: `Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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{{.Instruction}}
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### Response:`,
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},
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{
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name: 'Alpaca: Instruction with input',
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text: `Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
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### Instruction:
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{{.Instruction}}
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### Input:
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{{.Input}}
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### Response:`,
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}
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], selectedTemplate: '', selectedTemplateText: '' }">
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<h1>llama-cli API</h1>
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<div class="form-group">
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<label for="inputText">Input Text:</label>
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<textarea class="form-control" id="inputText" rows="6" placeholder="Your text input here..." x-text="selectedTemplateText"></textarea>
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</div>
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<div class="form-group">
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<label for="templateSelect">Select Template:</label>
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<select class="form-control" id="templateSelect" x-model="selectedTemplateText">
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<option value="">None</option>
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<template x-for="(template, index) in templates" :key="index">
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<option :value="template.text" x-text="template.name"></option>
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</template>
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</select>
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</div>
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<div class="form-group">
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<label for="topP">Top P:</label>
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<input type="range" step="0.01" min="0" max="1" class="form-control" id="topP" value="0.20" name="topP" onchange="this.nextElementSibling.value = this.value" required>
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<output>0.20</output>
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</div>
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<div class="form-group">
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<label for="topK">Top K:</label>
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<input type="number" class="form-control" id="topK" value="10000" name="topK" required>
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</div>
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<div class="form-group">
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<label for="temperature">Temperature:</label>
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<input type="range" step="0.01" min="0" max="1" value="0.9" class="form-control" id="temperature" name="temperature" onchange="this.nextElementSibling.value = this.value" required>
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<output>0.9</output>
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</div>
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<div class="form-group">
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<label for="tokens">Tokens:</label>
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<input type="number" class="form-control" id="tokens" name="tokens" value="128" required>
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</div>
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<button class="btn btn-primary" x-on:click="submitRequest()">Submit <i class="fas fa-paper-plane"></i></button>
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<hr>
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<div class="form-group">
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<label for="outputText">Output Text:</label>
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<textarea class="form-control" id="outputText" rows="5" readonly></textarea>
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</div>
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</div>
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<script defer src="https://cdn.jsdelivr.net/npm/alpinejs@3.x.x/dist/cdn.min.js"></script>
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<script>
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function submitRequest() {
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var button = document.querySelector("i.fa-paper-plane");
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button.classList.add("waiting");
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var text = document.getElementById("inputText").value;
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var url = "/predict";
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var data = {
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"text": text,
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"topP": document.getElementById("topP").value,
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"topK": document.getElementById("topK").value,
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"temperature": document.getElementById("temperature").value,
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"tokens": document.getElementById("tokens").value
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};
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fetch(url, {
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method: "POST",
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headers: {
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"Content-Type": "application/json"
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},
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body: JSON.stringify(data)
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})
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.then(response => response.json())
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.then(data => {
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document.getElementById("outputText").value = data.prediction;
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button.classList.remove("waiting");
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})
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.catch(error => { console.error(error); button.classList.remove("waiting"); });
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}
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</script>
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</body>
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</html>
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