mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-26 03:14:35 +00:00
Implement server mode.
This new mode works by first loading the model then listening for TCP connections on a port. When a connection is received, arguments will be parsed using a simple protocol: - First the number of arguments will be read followed by a newline character. - Then each argument will be read, separated by the 0 byte. - With this we build an argument vector, similar to what is passed to the program entry point. We pass this to gpt_params_parse. Finally `run` will be executed with the input/output streams connected to the socket. Signed-off-by: Thiago Padilha <thiago@padilha.cc>
This commit is contained in:
parent
bf44faa0ee
commit
3a0dcb3920
@ -244,6 +244,10 @@ add_executable(main
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run.cpp)
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target_link_libraries(main PRIVATE llama ggml utils)
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if(NOT WIN32)
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target_sources(main PRIVATE tcp_server.cpp)
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endif()
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add_executable(quantize quantize.cpp)
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target_link_libraries(quantize PRIVATE llama ggml utils)
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7
Makefile
7
Makefile
@ -229,11 +229,14 @@ utils.o: utils.cpp utils.h
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run.o: run.cpp run.h
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$(CXX) $(CXXFLAGS) -c run.cpp -o run.o
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tcp_server.o: tcp_server.cpp tcp_server.h
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$(CXX) $(CXXFLAGS) -c tcp_server.cpp -o tcp_server.o
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clean:
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rm -f *.o main quantize
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main: main.cpp ggml.o llama.o utils.o run.o
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$(CXX) $(CXXFLAGS) main.cpp ggml.o llama.o utils.o run.o -o main $(LDFLAGS)
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main: main.cpp ggml.o llama.o utils.o run.o tcp_server.o
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$(CXX) $(CXXFLAGS) main.cpp ggml.o llama.o utils.o run.o tcp_server.o -o main $(LDFLAGS)
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@echo "\x1b[36mrun ./main -h for help\x1b[0m"
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quantize: quantize.cpp ggml.o llama.o utils.o
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45
chat_tcp_client.sh
Executable file
45
chat_tcp_client.sh
Executable file
@ -0,0 +1,45 @@
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#!/usr/bin/env bash
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PORT=${PORT:-8080}
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PROMPT="${PROMPT:-"Transcript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User's requests immediately and with precision.
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User:Hello, Bob.
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Bob:Hello. How may I help you today?
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User:Please tell me the largest city in Europe.
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Bob:Sure. The largest city in Europe is Moscow, the capital of Russia.
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User:"}"
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RPROMPT="${RPROMPT:-"User:"}"
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N_PREDICT="${N_PREDICT:-"4096"}"
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REPEAT_PENALTY="${REPEAT_PENALTY:-"1.0"}"
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N_THREADS="${N_THREADS:-"4"}"
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# Open connection to the chat server
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exec 3<>/dev/tcp/127.0.0.1/${PORT}
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# Pass the arguments. The protocol is really simple:
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# 1. Pass the number of arguments followed by a linefeed
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# 2. Pass the arguments, with each being followed by "0"
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(
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echo -en "12\n"
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echo -en "-t\x00"
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echo -en "$N_THREADS\x00"
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echo -en "-n\x00"
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echo -en "$N_PREDICT\x00"
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echo -en "--repeat_penalty\x00"
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echo -en "$REPEAT_PENALTY\x00"
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echo -en "--color\x00"
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echo -en "-i\x00"
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echo -en "-r\x00"
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echo -en "$RPROMPT\x00"
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echo -en "-p\x00"
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echo -en "$PROMPT\x00"
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) >&3
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trap exit TERM
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# When we have passed the arguments, start printing socket data to the screen.
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# This is done in a background job because we also want to send data when
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# running in interactive mode.
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cat <&3 && echo "(disconnected, press \"enter\" twice to exit)" &
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cat >&3
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wait
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6
chat_tcp_server.sh
Executable file
6
chat_tcp_server.sh
Executable file
@ -0,0 +1,6 @@
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#!/usr/bin/env bash
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PORT=${PORT:-8080}
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MODEL=${MODEL:-models/7B/ggml-model-q4_0.bin}
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./main -l ${PORT} -m $MODEL
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7
main.cpp
7
main.cpp
@ -1,5 +1,6 @@
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#include "run.h"
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#include "ggml.h"
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#include "tcp_server.h"
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#include <iostream>
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@ -125,5 +126,11 @@ int main(int argc, char ** argv) {
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exit(0);
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}
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#ifndef _WIN32
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if (params.listen_port != "") {
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return listen_tcp(ctx, params);
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}
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#endif
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return run(ctx, params, std::cin, stdout, stderr);
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}
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245
tcp_server.cpp
Normal file
245
tcp_server.cpp
Normal file
@ -0,0 +1,245 @@
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#include "tcp_server.h"
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#include "llama.h"
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#include "utils.h"
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#include <iostream>
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#include <stdarg.h>
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#include <stdio.h>
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#include <stdlib.h>
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#include <stdbool.h>
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#include <string.h>
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#include <errno.h>
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#include <signal.h>
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#include <unistd.h>
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#include <sys/wait.h>
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#include <sys/types.h>
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#include <sys/socket.h>
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#include <arpa/inet.h>
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#include <netdb.h>
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class PosixStream : public std::istream {
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public:
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PosixStream(int fd) : std::istream(&buf), buf(fd) {}
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~PosixStream() { close(buf.get_fd()); }
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private:
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class PosixStreamBuf : public std::streambuf {
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public:
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PosixStreamBuf(int fd) : fd(fd) {}
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int get_fd() const { return fd; }
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protected:
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virtual int_type underflow() {
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if (gptr() < egptr()) {
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return traits_type::to_int_type(*gptr());
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}
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ssize_t num_read = ::read(fd, buffer, BUFFER_SIZE);
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if (num_read <= 0) {
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return traits_type::eof();
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}
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setg(buffer, buffer, buffer + num_read);
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return traits_type::to_int_type(*gptr());
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}
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private:
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static const int BUFFER_SIZE = 1024;
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int fd;
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char buffer[BUFFER_SIZE];
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};
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PosixStreamBuf buf;
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};
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void die(const char *msg, ...)
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{
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va_list ap;
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va_start(ap, msg);
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vfprintf(stderr, msg, ap);
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va_end(ap);
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fputc('\n', stderr);
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exit(1);
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}
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static char *read_argument(uint8_t **param_buf, size_t *param_buf_size, FILE *instream) {
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bool done = false;
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uint8_t *buf = *param_buf;
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size_t bufsize = *param_buf_size;
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size_t bufpos = 0;
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while (!done) {
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if (bufpos == bufsize) {
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bufsize += 1024;
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buf = (uint8_t *)realloc(buf, bufsize);
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if (!buf) {
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die("failed to allocate memory");
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}
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}
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int c = fgetc(instream);
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if (c == EOF) {
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die("unexpected EOF client socket");
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}
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buf[bufpos++] = (uint8_t)c;
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if (c == 0) {
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// done reading argument
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break;
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}
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}
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*param_buf = buf;
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*param_buf_size = bufsize;
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return strdup((char *)buf);
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}
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static int read_arguments(int argc, char **argv, FILE *instream) {
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int i = 1;
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size_t param_buf_size = 0;
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uint8_t *param_buf = nullptr;
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for (i = 1; i < argc; i++) {
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argv[i] = read_argument(¶m_buf, ¶m_buf_size, instream);
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}
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free(param_buf);
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return i;
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}
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static int serve_model(llama_context * ctx,
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gpt_params params,
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int sock_fd)
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{
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int argc;
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char **argv;
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FILE *instream = fdopen(sock_fd, "r");
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FILE *outstream = fdopen(sock_fd, "w");
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setvbuf(instream, NULL, _IONBF, 0);
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// start by reading the parameter count
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if (fscanf(instream, "%d\n", &argc) != 1) {
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fprintf(outstream, "Error: First line must be character count\n");
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fflush(outstream);
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return 1;
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}
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argc += 1; // add one extra argument to emulate the program command line
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argv = (char **)malloc(argc * sizeof *argv);
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argv[0] = nullptr;
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if (read_arguments(argc, argv, instream) != argc) {
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fprintf(outstream, "Error: Failed to read arguments\n");
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fflush(outstream);
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}
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if (gpt_params_parse(argc, argv, params) == false) {
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fprintf(outstream, "Error: Failed to parse parameters\n");
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fflush(outstream);
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return 1;
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}
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for (int i = 1; i < argc; i++) {
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free(argv[i]);
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}
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free(argv);
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PosixStream tcp_instream(sock_fd);
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return run(ctx, params, tcp_instream, outstream, outstream);
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}
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int listen_tcp(llama_context * ctx, gpt_params params) {
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int listen_fd;
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int status;
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pid_t child;
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struct addrinfo hints;
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struct addrinfo *servinfo, *p;
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int yes = 1;
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memset(&hints, 0, sizeof hints);
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hints.ai_family = AF_INET;
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hints.ai_socktype = SOCK_STREAM;
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hints.ai_flags = AI_PASSIVE;
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// This should only ever listen on a loopback address. Access from outside
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// should be proxied via socat or similar software
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status = getaddrinfo("127.0.0.1", params.listen_port.c_str(), &hints, &servinfo);
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if (status) {
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die("getaddrinfo error: %s", gai_strerror(status));
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}
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// bind to the first addrinfo we can from the getaddrinfo results
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for (p = servinfo; p != NULL; p = p->ai_next) {
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listen_fd = socket(p->ai_family, p->ai_socktype, p->ai_protocol);
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if (listen_fd == -1) {
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perror("server: socket");
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continue;
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}
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if (setsockopt(listen_fd, SOL_SOCKET, SO_REUSEADDR | SO_REUSEPORT, &yes, sizeof yes)) {
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die("setsockopt error: %s", params.listen_port.c_str(), strerror(errno));
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}
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if (bind(listen_fd, p->ai_addr, p->ai_addrlen) == 0) {
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struct sockaddr_in addr_in;
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socklen_t addr_in_len = sizeof(addr_in);
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memset(&addr_in, 0, addr_in_len);
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getsockname(listen_fd, (struct sockaddr*)&addr_in, &addr_in_len);
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printf("Listening on %s:%d\n", inet_ntoa(addr_in.sin_addr), ntohs(addr_in.sin_port));
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break;
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}
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close(listen_fd);
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perror("server: bind");
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}
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freeaddrinfo(servinfo);
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if (p == NULL) {
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die("failed to bind: %s", strerror(errno));
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}
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if (listen(listen_fd, 20)) {
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die("listen error: %s", strerror(errno));
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}
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// Don't track child processes, so ignore SIGCHLD to prevent zombies
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signal(SIGCHLD, SIG_IGN);
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for (;;) {
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struct sockaddr_in client_addr;
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socklen_t client_addr_len = 0;
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memset(&client_addr, 0, sizeof(client_addr));
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int sock_fd = accept(listen_fd,
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(struct sockaddr *)&client_addr,
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&client_addr_len);
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if (sock_fd < 0) {
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fprintf(stderr, "accept error: %s\n", strerror(errno));
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break;
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}
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child = fork();
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if (child == 0) {
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// close the listen_fd since we won't use it in the child
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close(listen_fd);
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int ret = serve_model(ctx, params, sock_fd);
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close(sock_fd);
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return ret;
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} else {
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// close the client since we won't use it in the server
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close(sock_fd);
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sock_fd = 0;
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}
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}
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close(listen_fd);
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// ignore SIGTERM since we'll send it to the group
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signal(SIGTERM, SIG_IGN);
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// tell children to exit
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kill(0, SIGTERM);
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// wait for children to terminate
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wait(&status);
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return 0;
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}
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7
tcp_server.h
Normal file
7
tcp_server.h
Normal file
@ -0,0 +1,7 @@
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#pragma once
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#include "utils.h"
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#include "llama.h"
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#include "run.h"
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int listen_tcp(llama_context * ctx, gpt_params params);
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@ -77,6 +77,10 @@ bool gpt_params_parse(int argc, char ** argv, gpt_params & params) {
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params.ignore_eos = true;
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} else if (arg == "--n_parts") {
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params.n_parts = std::stoi(argv[++i]);
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#ifndef _WIN32
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} else if (arg == "-l" || arg == "--listen") {
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params.listen_port = argv[++i];
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#endif
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} else if (arg == "-h" || arg == "--help") {
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gpt_print_usage(argc, argv, params);
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exit(0);
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@ -125,6 +129,10 @@ void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
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fprintf(stderr, " --perplexity compute perplexity over the prompt\n");
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fprintf(stderr, " -m FNAME, --model FNAME\n");
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fprintf(stderr, " model path (default: %s)\n", params.model.c_str());
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#ifndef _WIN32
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fprintf(stderr, " -l PORT, --listen PORT\n");
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fprintf(stderr, " Run in TCP mode, listening on PORT\n");
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#endif
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fprintf(stderr, "\n");
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}
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4
utils.h
4
utils.h
@ -42,6 +42,10 @@ struct gpt_params {
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bool instruct = false; // instruction mode (used for Alpaca models)
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bool ignore_eos = false; // do not stop generating after eos
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bool perplexity = false; // compute perplexity over the prompt
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#ifndef _WIN32
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std::string listen_port = ""; // TCP port for when running in server mode
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#endif
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};
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bool gpt_params_parse(int argc, char ** argv, gpt_params & params);
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