diff options
| -rw-r--r-- | CMakeLists.txt | 2 | ||||
| -rw-r--r-- | examples/server/completion.js.hpp | 193 | ||||
| -rwxr-xr-x | examples/server/deps.sh | 22 | ||||
| -rw-r--r-- | examples/server/index.html.hpp | 846 | ||||
| -rw-r--r-- | examples/server/index.js.hpp | 1851 | ||||
| -rw-r--r-- | examples/server/public/completion.js | 81 | ||||
| -rw-r--r-- | examples/server/public/index.html | 359 | ||||
| -rw-r--r-- | examples/server/public/index.js | 1 | ||||
| -rw-r--r-- | examples/server/server.cpp | 69 |
9 files changed, 3416 insertions, 8 deletions
diff --git a/CMakeLists.txt b/CMakeLists.txt index 34a8973..4ac0f6f 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -79,7 +79,7 @@ option(LLAMA_QKK_64 "llama: use super-block size of 64 option(LLAMA_BUILD_TESTS "llama: build tests" ${LLAMA_STANDALONE}) option(LLAMA_BUILD_EXAMPLES "llama: build examples" ${LLAMA_STANDALONE}) -option(LLAMA_BUILD_SERVER "llama: build server example" OFF) +option(LLAMA_BUILD_SERVER "llama: build server example" ON) # # Build info header diff --git a/examples/server/completion.js.hpp b/examples/server/completion.js.hpp new file mode 100644 index 0000000..002830c --- /dev/null +++ b/examples/server/completion.js.hpp @@ -0,0 +1,193 @@ +unsigned char completion_js[] = { + 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x20, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x44, + 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x73, 0x20, 0x3d, 0x20, 0x7b, 0x0a, + 0x20, 0x20, 0x73, 0x74, 0x72, 0x65, 0x61, 0x6d, 0x3a, 0x20, 0x74, 0x72, + 0x75, 0x65, 0x2c, 0x0a, 0x20, 0x20, 0x6e, 0x5f, 0x70, 0x72, 0x65, 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deps for binary + +# get the directory of this script file +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" +PUBLIC=$DIR/public +OUTPUT=$DIR/templats.hpp + +echo "// Generated file, do not edit" > $OUTPUT +echo "" > $OUTPUT + +echo "download js bundle files" +curl https://npm.reversehttp.com/@preact/signals-core,@preact/signals,htm/preact,preact,preact/hooks > $PUBLIC/index.js +echo >> $PUBLIC/index.js # add newline + +FILES=$(ls $PUBLIC) + +for FILE in $FILES; do + func=$(echo $FILE | tr '.' '_') + echo "generate $FILE.hpp ($func)" + xxd -n $func -i $PUBLIC/$FILE > $DIR/$FILE.hpp +done diff --git a/examples/server/index.html.hpp b/examples/server/index.html.hpp new file mode 100644 index 0000000..832e9a3 --- /dev/null +++ b/examples/server/index.html.hpp @@ -0,0 +1,846 @@ +unsigned char index_html[] = { + 0x3c, 0x68, 0x74, 0x6d, 0x6c, 0x3e, 0x0a, 0x0a, 0x3c, 0x68, 0x65, 0x61, + 0x64, 0x3e, 0x0a, 0x20, 0x20, 0x3c, 0x6d, 0x65, 0x74, 0x61, 0x20, 0x63, + 0x68, 0x61, 0x72, 0x73, 0x65, 0x74, 0x3d, 0x22, 0x55, 0x54, 0x46, 0x2d, + 0x38, 0x22, 0x3e, 0x0a, 0x20, 0x20, 0x3c, 0x6d, 0x65, 0x74, 0x61, 0x20, + 0x6e, 0x61, 0x6d, 0x65, 0x3d, 0x22, 0x76, 0x69, 0x65, 0x77, 0x70, 0x6f, + 0x72, 0x74, 0x22, 0x20, 0x63, 0x6f, 0x6e, 0x74, 0x65, 0x6e, 0x74, 0x3d, + 0x22, 0x77, 0x69, 0x64, 0x74, 0x68, 0x3d, 0x64, 0x65, 0x76, 0x69, 0x63, + 0x65, 0x2d, 0x77, 0x69, 0x64, 0x74, 0x68, 0x2c, 0x20, 0x69, 0x6e, 0x69, + 0x74, 0x69, 0x61, 0x6c, 0x2d, 0x73, 0x63, 0x61, 0x6c, 0x65, 0x3d, 0x31, + 0x2c, 0x20, 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index 0000000..4f5005c --- /dev/null +++ b/examples/server/public/completion.js @@ -0,0 +1,81 @@ +const paramDefaults = { + stream: true, + n_predict: 500, + temperature: 0.2, + stop: ["</s>"] +}; + +/** + * This function completes the input text using a llama dictionary. + * @param {object} params - The parameters for the completion request. + * @param {object} controller - an instance of AbortController if you need one, or null. + * @param {function} callback - The callback function to call when the completion is done. + * @returns {string} the completed text as a string. Ideally ignored, and you get at it via the callback. + */ +export const llamaComplete = async (params, controller, callback) => { + if (!controller) { + controller = new AbortController(); + } + const completionParams = { ...paramDefaults, ...params }; + + // we use fetch directly here becasue the built in fetchEventSource does not support POST + const response = await fetch("/completion", { + method: 'POST', + body: JSON.stringify(completionParams), + headers: { + 'Connection': 'keep-alive', + 'Content-Type': 'application/json', + 'Accept': 'text/event-stream' + }, + signal: controller.signal, + }); + + const reader = response.body.getReader(); + const decoder = new TextDecoder(); + + let content = ""; + + try { + + let cont = true; + + while (cont) { + const result = await reader.read(); + if (result.done) { + break; + } + + // sse answers in the form multiple lines of: value\n with data always present as a key. in our case we + // mainly care about the data: key here, which we expect as json + const text = decoder.decode(result.value); + + // parse all sse events and add them to result + const regex = /^(\S+):\s(.*)$/gm; + for (const match of text.matchAll(regex)) { + result[match[1]] = match[2] + } + + // since we know this is llama.cpp, let's just decode the json in data + result.data = JSON.parse(result.data); + content += result.data.content; + + // callack + if (callback) { + cont = callback(result) != false; + } + + // if we got a stop token from server, we will break here + if (result.data.stop) { + break; + } + } + } catch (e) { + console.error("llama error: ", e); + throw e; + } + finally { + controller.abort(); + } + + return content; +} diff --git a/examples/server/public/index.html b/examples/server/public/index.html new file mode 100644 index 0000000..6393e2e --- /dev/null +++ b/examples/server/public/index.html @@ -0,0 +1,359 @@ +<html> + +<head> + <meta charset="UTF-8"> + <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1" /> + <title>llama.cpp - chat</title> + + <style> + + body { + background-color: #fff; + color: #000; + font-family: system-ui; + font-size: 90%; + } + + #container { + margin: 0em auto; + display: flex; + flex-direction: column; + justify-content: space-between; + height: 100%; + } + + header, footer { + text-align: center; + } + + main { + margin: 3px; + display: flex; + flex-direction: column; + justify-content: space-between; + gap: 1em; + + flex-grow: 1; + overflow-y: auto; + + border: 1px solid #ccc; + border-radius: 5px; + padding: 0.5em; + } + + body { + max-width: 600px; + min-width: 300px; + line-height: 1.2; + margin: 0 auto; + padding: 0 0.5em; + } + + p { + overflow-wrap: break-word; + word-wrap: break-word; + hyphens: auto; + margin-top: 0.5em; + margin-bottom: 0.5em; + } + + #write form { + margin: 1em 0 0 0; + display: flex; + flex-direction: column; + gap: 0.5em; + align-items: stretch; + } + + .right { + display: flex; + flex-direction: row; + gap: 0.5em; + justify-content: flex-end; + } + + fieldset { + border: none; + padding: 0; + margin: 0; + } + + textarea { + padding: 5px; + flex-grow: 1; + width: 100%; + } + + pre code { + display: block; + background-color: #222; + color: #ddd; + } + code { + font-family: monospace; + padding: 0.1em 0.3em; + border-radius: 3px; + } + + fieldset label { + margin: 0.5em 0; + display: block; + } + </style> + + <script type="module"> + import { + html, h, signal, effect, computed, render, useSignal, useEffect, useRef + } from '/index.js'; + + import { llamaComplete } from '/completion.js'; + + const session = signal({ + prompt: "This is a conversation between user and llama, a friendly chatbot. respond in markdown.", + template: "{{prompt}}\n\n{{history}}\n{{char}}:", + historyTemplate: "{{name}}: {{message}}", + transcript: [], + type: "chat", + char: "llama", + user: "User", + }) + + const transcriptUpdate = (transcript) => { + session.value = { + ...session.value, + transcript + } + } + + const chatStarted = computed(() => session.value.transcript.length > 0) + + const params = signal({ + n_predict: 400, + temperature: 0.7, + repeat_last_n: 256, + repeat_penalty: 1.18, + top_k: 40, + top_p: 0.5, + }) + + const controller = signal(null) + const generating = computed(() => controller.value == null ) + + // simple template replace + const template = (str, extraSettings) => { + let settings = session.value; + if (extraSettings) { + settings = { ...settings, ...extraSettings }; + } + return String(str).replaceAll(/\{\{(.*?)\}\}/g, (_, key) => template(settings[key])); + } + + // send message to server + const chat = async (msg) => { + if (controller.value) { + console.log('already running...'); + return; + } + controller.value = new AbortController(); + + transcriptUpdate([...session.value.transcript, ["{{user}}", msg]]) + + const payload = template(session.value.template, { + message: msg, + history: session.value.transcript.flatMap(([name, message]) => template(session.value.historyTemplate, {name, message})).join("\n"), + }); + + let currentMessage = ''; + const history = session.value.transcript + + const llamaParams = { + ...params.value, + prompt: payload, + stop: ["</s>", template("{{char}}:"), template("{{user}}:")], + } + + await llamaComplete(llamaParams, controller.value, (message) => { + const data = message.data; + currentMessage += data.content; + // remove leading whitespace + currentMessage = currentMessage.replace(/^\s+/, "") + + transcriptUpdate([...history, ["{{char}}", currentMessage]]) + + if (data.stop) { + console.log("-->", data, ' response was:', currentMessage, 'transcript state:', session.value.transcript); + } + }) + + controller.value = null; + } + + function MessageInput() { + const message = useSignal("") + + const stop = (e) => { + e.preventDefault(); + if (controller.value) { + controller.value.abort(); + controller.value = null; + } + } + + const reset = (e) => { + stop(e); + transcriptUpdate([]); + } + + const submit = (e) => { + stop(e); + chat(message.value); + message.value = ""; + } + + const enterSubmits = (event) => { + if (event.which === 13 && !event.shiftKey) { + submit(event); + } + } + + return html` + <form onsubmit=${submit}> + <div> + <textarea type="text" rows=2 onkeypress=${enterSubmits} value="${message}" oninput=${(e) => message.value = e.target.value} placeholder="Say something..."/> + + </div> + <div class="right"> + <button type="submit" disabled=${!generating.value} >Send</button> + <button onclick=${stop} disabled=${generating}>Stop</button> + <button onclick=${reset}>Reset</button> + </div> + </form> + ` + } + + const ChatLog = (props) => { + const messages = session.value.transcript; + const container = useRef(null) + + useEffect(() => { + // scroll to bottom (if needed) + if (container.current && container.current.scrollHeight <= container.current.scrollTop + container.current.offsetHeight + 300) { + container.current.scrollTo(0, container.current.scrollHeight) + } + }, [messages]) + + const chatLine = ([user, msg]) => { + return html`<p key=${msg}><strong>${template(user)}:</strong> <${Markdown} text=${template(msg)} /></p>` + }; + + return html` + <section id="chat" ref=${container}> + ${messages.flatMap(chatLine)} + </section>`; + }; + + const ConfigForm = (props) => { + const updateSession = (el) => session.value = { ...session.value, [el.target.name]: el.target.value } + const updateParams = (el) => params.value = { ...params.value, [el.target.name]: el.target.value } + const updateParamsFloat = (el) => params.value = { ...params.value, [el.target.name]: parseFloat(el.target.value) } + + return html` + <form> + <fieldset> + <div> + <label for="prompt">Prompt</label> + <textarea type="text" name="prompt" value="${session.value.prompt}" rows=4 oninput=${updateSession}/> + </div> + + <div> + <label for="user">User name</label> + <input type="text" name="user" value="${session.value.user}" oninput=${updateSession} /> + </div> + + <div> + <label for="bot">Bot name</label> + <input type="text" name="char" value="${session.value.char}" oninput=${updateSession} /> + </div> + + <div> + <label for="template">Prompt template</label> + <textarea id="template" name="template" value="${session.value.template}" rows=4 oninput=${updateSession}/> + </div> + + <div> + <label for="template">Chat history template</label> + <textarea id="template" name="historyTemplate" value="${session.value.historyTemplate}" rows=1 oninput=${updateSession}/> + </div> + + <div> + <label for="temperature">Temperature</label> + <input type="range" id="temperature" min="0.0" max="1.0" step="0.01" name="temperature" value="${params.value.temperature}" oninput=${updateParamsFloat} /> + <span>${params.value.temperature}</span> + </div> + + <div> + <label for="nPredict">Predictions</label> + <input type="range" id="nPredict" min="1" max="2048" step="1" name="n_predict" value="${params.value.n_predict}" oninput=${updateParamsFloat} /> + <span>${params.value.n_predict}</span> + </div> + + <div> + <label for="repeat_penalty">Penalize repeat sequence</label> + <input type="range" id="repeat_penalty" min="0.0" max="2.0" step="0.01" name="repeat_penalty" value="${params.value.repeat_penalty}" oninput=${updateParamsFloat} /> + <span>${params.value.repeat_penalty}</span> + </div> + + <div> + <label for="repeat_last_n">Consider N tokens for penalize</label> + <input type="range" id="repeat_last_n" min="0.0" max="2048" name="repeat_last_n" value="${params.value.repeat_last_n}" oninput=${updateParamsFloat} /> + <span>${params.value.repeat_last_n}</span> + </div> + + </fieldset> + </form> + ` + } +const Markdown = (params) => { + const md = params.text + .replace(/^#{1,6} (.*)$/gim, '<h3>$1</h3>') + .replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>') + .replace(/__(.*?)__/g, '<strong>$1</strong>') + .replace(/\*(.*?)\*/g, '<em>$1</em>') + .replace(/_(.*?)_/g, '<em>$1</em>') + .replace(/```.*?\n([\s\S]*?)```/g, '<pre><code>$1</code></pre>') + .replace(/`(.*?)`/g, '<code>$1</code>') + .replace(/\n/gim, '<br />'); + return html`<span dangerouslySetInnerHTML=${{ __html: md }} />`; +}; + + function App(props) { + + return html` + <div id="container"> + <header> + <h1>llama.cpp</h1> + </header> + + <main id="content"> + <${chatStarted.value ? ChatLog : ConfigForm} /> + </main> + + <footer id="write"> + <${MessageInput} /> + </footer> + + <footer> + <p>Powered by <a href="https://github.com/ggerganov/llama.cpp">llama.cpp</a> and <a href="https://ggml.ai">ggml.ai</a></p> + </footer> + </div> + `; + } + + render(h(App), document.body); + </script> +</head> + +<body> +</body> + +</html> diff --git a/examples/server/public/index.js b/examples/server/public/index.js new file mode 100644 index 0000000..4fa725a --- /dev/null +++ b/examples/server/public/index.js @@ -0,0 +1 @@ +function t(){throw new Error("Cycle detected")}function n(){if(o>1){o--;return}let t,n=!1;while(void 0!==_){let i=_;_=void 0;r++;while(void 0!==i){const _=i.o;i.o=void 0;i.f&=-3;if(!(8&i.f)&&c(i))try{i.c()}catch(e){if(!n){t=e;n=!0}}i=_}}r=0;o--;if(n)throw t}function e(t){if(o>0)return t();o++;try{return t()}finally{n()}}let i,_,o=0,r=0,u=0;function l(t){if(void 0===i)return;let n=t.n;if(void 0===n||n.t!==i){n={i:0,S:t,p:i.s,n:void 0,t:i,e:void 0,x:void 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a/examples/server/server.cpp b/examples/server/server.cpp index 3bf9859..043e497 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -2,8 +2,6 @@ #include "llama.h" #include "build-info.h" -// single thread -#define CPPHTTPLIB_THREAD_POOL_COUNT 1 #ifndef NDEBUG // crash the server in debug mode, otherwise send an http 500 error #define CPPHTTPLIB_NO_EXCEPTIONS 1 @@ -12,6 +10,11 @@ #include "httplib.h" #include "json.hpp" +// auto generated files (update with ./deps.sh) +#include "index.html.hpp" +#include "index.js.hpp" +#include "completion.js.hpp" + #ifndef SERVER_VERBOSE #define SERVER_VERBOSE 1 #endif @@ -21,6 +24,7 @@ using json = nlohmann::json; struct server_params { std::string hostname = "127.0.0.1"; + std::string public_path = "examples/server/public"; int32_t port = 8080; int32_t read_timeout = 600; int32_t write_timeout = 600; @@ -172,6 +176,12 @@ struct llama_server_context { std::string stopping_word; int32_t multibyte_pending = 0; + std::mutex mutex; + + std::unique_lock<std::mutex> lock() { + return std::unique_lock<std::mutex>(mutex); + } + ~llama_server_context() { if (ctx) { llama_free(ctx); @@ -539,6 +549,7 @@ static void server_print_usage(const char * argv0, const gpt_params & params, fprintf(stderr, " --lora-base FNAME optional model to use as a base for the layers modified by the LoRA adapter\n"); fprintf(stderr, " --host ip address to listen (default (default: %s)\n", sparams.hostname.c_str()); fprintf(stderr, " --port PORT port to listen (default (default: %d)\n", sparams.port); + fprintf(stderr, " --path PUBLIC_PATH path from which to serve static files (default %s)\n", sparams.public_path.c_str()); fprintf(stderr, " -to N, --timeout N server read/write timeout in seconds (default: %d)\n", sparams.read_timeout); fprintf(stderr, " --embedding enable embedding vector output (default: %s)\n", params.embedding ? "enabled" : "disabled"); fprintf(stderr, "\n"); @@ -565,6 +576,12 @@ static void server_params_parse(int argc, char ** argv, server_params & sparams, break; } sparams.hostname = argv[i]; + } else if (arg == "--path") { + if (++i >= argc) { + invalid_param = true; + break; + } + sparams.public_path = argv[i]; } else if (arg == "--timeout" || arg == "-to") { if (++i >= argc) { invalid_param = true; @@ -839,17 +856,24 @@ static void parse_options_completion(const json & body, llama_server_context & l LOG_VERBOSE("completion parameters parsed", format_generation_settings(llama)); } + static void log_server_request(const Request & req, const Response & res) { LOG_INFO("request", { { "remote_addr", req.remote_addr }, { "remote_port", req.remote_port }, { "status", res.status }, + { "method", req.method }, { "path", req.path }, + { "params", req.params }, + }); + + LOG_VERBOSE("request", { { "request", req.body }, { "response", res.body }, }); } + int main(int argc, char ** argv) { // own arguments required by this example gpt_params params; @@ -884,16 +908,34 @@ int main(int argc, char ** argv) { Server svr; svr.set_default_headers({ + { "Server", "llama.cpp" }, { "Access-Control-Allow-Origin", "*" }, { "Access-Control-Allow-Headers", "content-type" } }); + // this is only called if no index.js is found in the public --path + svr.Get("/index.js", [](const Request &, Response & res) { + res.set_content(reinterpret_cast<const char *>(&index_js), index_js_len, "text/javascript"); + return false; + }); + + // this is only called if no index.html is found in the public --path svr.Get("/", [](const Request &, Response & res) { - res.set_content("<h1>llama.cpp server works</h1>", "text/html"); + res.set_content(reinterpret_cast<const char*>(&index_html), index_html_len, "text/html"); + return false; + }); + + // this is only called if no index.html is found in the public --path + svr.Get("/completion.js", [](const Request &, Response & res) { + res.set_content(reinterpret_cast<const char*>(&completion_js), completion_js_len, "application/javascript"); + return false; }); svr.Post("/completion", [&llama](const Request & req, Response & res) { + auto lock = llama.lock(); + llama.rewind(); + llama_reset_timings(llama.ctx); parse_options_completion(json::parse(req.body), llama); @@ -1002,6 +1044,8 @@ int main(int argc, char ** argv) { }); svr.Post("/tokenize", [&llama](const Request & req, Response & res) { + auto lock = llama.lock(); + const json body = json::parse(req.body); const std::string content = body.value("content", ""); const std::vector<llama_token> tokens = llama_tokenize(llama.ctx, content, false); @@ -1010,6 +1054,8 @@ int main(int argc, char ** argv) { }); svr.Post("/embedding", [&llama](const Request & req, Response & res) { + auto lock = llama.lock(); + const json body = json::parse(req.body); llama.rewind(); @@ -1040,18 +1086,27 @@ int main(int argc, char ** argv) { res.status = 500; }); + svr.set_error_handler([](const Request &, Response & res) { + res.set_content("File Not Found", "text/plain"); + res.status = 404; + }); + + // set timeouts and change hostname and port svr.set_read_timeout(sparams.read_timeout); svr.set_write_timeout(sparams.write_timeout); if (!svr.bind_to_port(sparams.hostname, sparams.port)) { - LOG_ERROR("couldn't bind to server socket", { - { "hostname", sparams.hostname }, - { "port", sparams.port }, - }); + fprintf(stderr, "\ncouldn't bind to server socket: hostname=%s port=%d\n\n", sparams.hostname.c_str(), sparams.port); return 1; } + // Set the base directory for serving static files + svr.set_base_dir(sparams.public_path); + + // to make it ctrl+clickable: + fprintf(stdout, "\nllama server listening at http://%s:%d\n\n", sparams.hostname.c_str(), sparams.port); + LOG_INFO("HTTP server listening", { { "hostname", sparams.hostname }, { "port", sparams.port }, |