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