From b2f68491437bf0735e6ab64b227330ff41cd67ef Mon Sep 17 00:00:00 2001 From: ItzYanick Date: Mon, 17 Apr 2023 17:52:14 +0200 Subject: [PATCH] first commit --- .gitignore | 5 + .gitmodules | 3 + Makefile | 12 + go.mod | 28 +++ go.sum | 482 +++++++++++++++++++++++++++++++++++++++++ main.go | 119 ++++++++++ pkg/llama/Makefile | 159 ++++++++++++++ pkg/llama/binding.cpp | 207 ++++++++++++++++++ pkg/llama/binding.h | 24 ++ pkg/llama/llama.cpp | 1 + pkg/llama/llama.go | 60 +++++ pkg/llama/options.go | 164 ++++++++++++++ pkg/structs/message.go | 35 +++ pkg/structs/prompt.go | 22 ++ 14 files changed, 1321 insertions(+) create mode 100644 .gitignore create mode 100644 .gitmodules create mode 100644 Makefile create mode 100644 go.mod create mode 100644 go.sum create mode 100644 main.go create mode 100644 pkg/llama/Makefile create mode 100644 pkg/llama/binding.cpp create mode 100644 pkg/llama/binding.h create mode 160000 pkg/llama/llama.cpp create mode 100644 pkg/llama/llama.go create mode 100644 pkg/llama/options.go create mode 100644 pkg/structs/message.go create mode 100644 pkg/structs/prompt.go diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..02396b5 --- /dev/null +++ b/.gitignore @@ -0,0 +1,5 @@ +kevin +kevin.toml +pkg/llama/binding.o +pkg/llama/libbinding.a +models \ No newline at end of file diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 0000000..c100f08 --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "pkg/llama/llama.cpp"] + path = pkg/llama/llama.cpp + url = https://github.com/ggerganov/llama.cpp diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..77d4927 --- /dev/null +++ b/Makefile @@ -0,0 +1,12 @@ +BINARY_NAME=kevin + +build: + cd pkg/llama && make libbinding.a + go build -o ${BINARY_NAME} main.go + +run: build + ./${BINARY_NAME} + +clean: + go clean + rm ${BINARY_NAME} \ No newline at end of file diff --git a/go.mod b/go.mod new file mode 100644 index 0000000..0456f8d --- /dev/null +++ b/go.mod @@ -0,0 +1,28 @@ +module Kevin + +go 1.19 + +require ( + github.com/bwmarrin/discordgo v0.27.1 + github.com/go-skynet/go-llama.cpp v0.0.0-20230415213228-bac222030640 + github.com/spf13/viper v1.15.0 +) + +require ( + github.com/fsnotify/fsnotify v1.6.0 // indirect + github.com/gorilla/websocket v1.4.2 // indirect + github.com/hashicorp/hcl v1.0.0 // indirect + github.com/magiconair/properties v1.8.7 // indirect + github.com/mitchellh/mapstructure v1.5.0 // indirect + github.com/pelletier/go-toml/v2 v2.0.6 // indirect + github.com/spf13/afero v1.9.3 // indirect + github.com/spf13/cast v1.5.0 // indirect + github.com/spf13/jwalterweatherman v1.1.0 // indirect + github.com/spf13/pflag v1.0.5 // indirect + github.com/subosito/gotenv v1.4.2 // indirect + golang.org/x/crypto v0.0.0-20220525230936-793ad666bf5e // indirect + golang.org/x/sys v0.6.0 // indirect + golang.org/x/text v0.8.0 // indirect + gopkg.in/ini.v1 v1.67.0 // indirect + gopkg.in/yaml.v3 v3.0.1 // indirect +) diff --git 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+ config *viper.Viper +) + +func main() { + config = viper.New() + config.SetConfigType("toml") + config.SetConfigName("kevin") + config.AddConfigPath(".") + config.SetDefault("prefix", "!") + config.SetDefault("model", "models/ggml-vicuna-7b-1.1-q4_0.bin") + config.SetDefault("name", "Kevin") + config.SetDefault("discord.token", "not-set") + config.SetDefault("discord.chat", "not-set") + config.SetDefault("discord.owner", "not-set") + err := config.ReadInConfig() + if err != nil { + config.WriteConfigAs("kevin.toml") + panic(fmt.Errorf("fatal error config file: %s", err)) + } + + if config.GetString("discord.token") == "not-set" { + panic(fmt.Errorf("fatal error config file: %s", "discord token not set")) + } + + brain, err = llama.New(config.GetString("model"), llama.SetContext(128), llama.SetParts(-1)) + if err != nil { + panic(err) + } + + discord, err := discordgo.New("Bot " + config.GetString("discord.token")) + if err != nil { + panic(err) + } + discord.AddHandler(messageCreate) + discord.AddHandler(ready) + discord.Identify.Intents = discordgo.MakeIntent(discordgo.IntentsGuildMessages) + + err = discord.Open() + if err != nil { + panic(err) + } + fmt.Println("Bot is now running. Press CTRL-C to exit.") + sc := make(chan os.Signal, 1) + signal.Notify(sc, syscall.SIGINT, syscall.SIGTERM, os.Interrupt) + <-sc + discord.Close() +} + +func messageCreate(s *discordgo.Session, m *discordgo.MessageCreate) { + if m.ChannelID != config.GetString("discord.chat") { + return + } + if m.Author.ID == s.State.User.ID { + return + } + if strings.HasPrefix(m.Content, config.GetString("prefix")) { + if m.Author.ID == config.GetString("discord.owner") { + if strings.HasPrefix(m.Content, "!clear") { + messages = []structs.Message{} + s.ChannelMessageSend(config.GetString("discord.chat"), "> Cleared messages") + } + } + return + } + + // logic + s.UpdateStatusComplex(generateStatus(string(discordgo.StatusDoNotDisturb))) + message := structs.NewMessage(m.Author.Username, strings.TrimSpace(m.Content)) + prompt := structs.GeneratePrompt(config, messages, *message) + var seed int = int(time.Now().Unix()) + res, err := brain.Predict(prompt, llama.SetThreads(4), llama.SetTokens(128), llama.SetTopK(90), llama.SetTopP(0.86), llama.SetSeed(seed)) + if err != nil { + panic(err) + } + if res == "" { + res = "> Something went wrong" + } + s.ChannelMessageSend(config.GetString("discord.chat"), res) + message.Response = strings.TrimSpace(res) + messages = append(messages, *message) + s.UpdateStatusComplex(generateStatus(string(discordgo.StatusOnline))) +} + +func ready(s *discordgo.Session, r *discordgo.Ready) { + s.UpdateStatusComplex(generateStatus(string(discordgo.StatusOnline))) + s.ChannelMessageSend(config.GetString("discord.chat"), "> Kevin is now running") +} + +func generateStatus(status string) discordgo.UpdateStatusData { + return discordgo.UpdateStatusData{ + AFK: false, + Status: status, + Activities: []*discordgo.Activity{ + { + Name: "chat", + Type: discordgo.ActivityTypeListening, + }, + }, + } +} diff --git a/pkg/llama/Makefile b/pkg/llama/Makefile new file mode 100644 index 0000000..9f7faa0 --- /dev/null +++ b/pkg/llama/Makefile @@ -0,0 +1,159 @@ +INCLUDE_PATH := $(abspath ./) +LIBRARY_PATH := $(abspath ./) + +ifndef UNAME_S +UNAME_S := $(shell uname -s) +endif + +ifndef UNAME_P +UNAME_P := $(shell uname -p) +endif + +ifndef UNAME_M +UNAME_M := $(shell uname -m) +endif + +CCV := $(shell $(CC) --version | head -n 1) +CXXV := $(shell $(CXX) --version | head -n 1) + +# Mac OS + Arm can report x86_64 +# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789 +ifeq ($(UNAME_S),Darwin) + ifneq ($(UNAME_P),arm) + SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null) + ifeq ($(SYSCTL_M),1) + # UNAME_P := arm + # UNAME_M := arm64 + warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789) + endif + endif +endif + +# +# Compile flags +# + +# keep standard at C11 and C++11 +CFLAGS = -I./llama.cpp -I. -O3 -DNDEBUG -std=c11 -fPIC +CXXFLAGS = -I./llama.cpp -I. -I./llama.cpp/examples -I./examples -O3 -DNDEBUG -std=c++11 -fPIC +LDFLAGS = + +# warnings +CFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith -Wno-unused-function +CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function + +# OS specific +# TODO: support Windows +ifeq ($(UNAME_S),Linux) + CFLAGS += -pthread + CXXFLAGS += -pthread +endif +ifeq ($(UNAME_S),Darwin) + CFLAGS += -pthread + CXXFLAGS += -pthread +endif +ifeq ($(UNAME_S),FreeBSD) + CFLAGS += -pthread + CXXFLAGS += -pthread +endif +ifeq ($(UNAME_S),NetBSD) + CFLAGS += -pthread + CXXFLAGS += -pthread +endif +ifeq ($(UNAME_S),OpenBSD) + CFLAGS += -pthread + CXXFLAGS += -pthread +endif +ifeq ($(UNAME_S),Haiku) + CFLAGS += -pthread + CXXFLAGS += -pthread +endif + +# Architecture specific +# TODO: probably these flags need to be tweaked on some architectures +# feel free to update the Makefile for your architecture and send a pull request or issue +ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686)) + # Use all CPU extensions that are available: + CFLAGS += -march=native -mtune=native +endif +ifneq ($(filter ppc64%,$(UNAME_M)),) + POWER9_M := $(shell grep "POWER9" /proc/cpuinfo) + ifneq (,$(findstring POWER9,$(POWER9_M))) + CFLAGS += -mcpu=power9 + CXXFLAGS += -mcpu=power9 + endif + # Require c++23's std::byteswap for big-endian support. + ifeq ($(UNAME_M),ppc64) + CXXFLAGS += -std=c++23 -DGGML_BIG_ENDIAN + endif +endif +ifndef LLAMA_NO_ACCELERATE + # Mac M1 - include Accelerate framework. + # `-framework Accelerate` works on Mac Intel as well, with negliable performance boost (as of the predict time). + ifeq ($(UNAME_S),Darwin) + CFLAGS += -DGGML_USE_ACCELERATE + LDFLAGS += -framework Accelerate + endif +endif +ifdef LLAMA_OPENBLAS + CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/openblas + LDFLAGS += -lopenblas +endif +ifdef LLAMA_GPROF + CFLAGS += -pg + CXXFLAGS += -pg +endif +ifneq ($(filter aarch64%,$(UNAME_M)),) + CFLAGS += -mcpu=native + CXXFLAGS += -mcpu=native +endif +ifneq ($(filter armv6%,$(UNAME_M)),) + # Raspberry Pi 1, 2, 3 + CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access +endif +ifneq ($(filter armv7%,$(UNAME_M)),) + # Raspberry Pi 4 + CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations +endif +ifneq ($(filter armv8%,$(UNAME_M)),) + # Raspberry Pi 4 + CFLAGS += -mfp16-format=ieee -mno-unaligned-access +endif + +# +# Print build information +# + +$(info I llama.cpp build info: ) +$(info I UNAME_S: $(UNAME_S)) +$(info I UNAME_P: $(UNAME_P)) +$(info I UNAME_M: $(UNAME_M)) +$(info I CFLAGS: $(CFLAGS)) +$(info I CXXFLAGS: $(CXXFLAGS)) +$(info I LDFLAGS: $(LDFLAGS)) +$(info I CC: $(CCV)) +$(info I CXX: $(CXXV)) +$(info ) + +llama.cpp/ggml.o: + $(MAKE) -C llama.cpp ggml.o + +llama.cpp/llama.o: + $(MAKE) -C llama.cpp llama.o + +llama.cpp/common.o: + $(MAKE) -C llama.cpp common.o + +binding.o: llama.cpp/ggml.o llama.cpp/llama.o llama.cpp/common.o + $(CXX) $(CXXFLAGS) -I./llama.cpp -I./llama.cpp/examples binding.cpp -o binding.o -c $(LDFLAGS) + +libbinding.a: binding.o + ar src libbinding.a llama.cpp/ggml.o llama.cpp/common.o llama.cpp/llama.o binding.o + +clean: + rm -rf *.o + rm -rf *.a + $(MAKE) -C llama.cpp clean + +test: libbinding.a + @C_INCLUDE_PATH=${INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} go test -v ./... diff --git a/pkg/llama/binding.cpp b/pkg/llama/binding.cpp new file mode 100644 index 0000000..1a2b8d2 --- /dev/null +++ b/pkg/llama/binding.cpp @@ -0,0 +1,207 @@ +#include "binding.h" +#include "common.h" +#include "llama.h" + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#if defined(__unix__) || (defined(__APPLE__) && defined(__MACH__)) +#include +#include +#elif defined(_WIN32) +#include +#endif + +#if defined(__unix__) || (defined(__APPLE__) && defined(__MACH__)) || \ + defined(_WIN32) +void sigint_handler(int signo) { + if (signo == SIGINT) { + _exit(130); + } +} +#endif + +int llama_predict(void *params_ptr, void *state_pr, char *result) { + gpt_params *params_p = (gpt_params *)params_ptr; + llama_context *ctx = (llama_context *)state_pr; + + gpt_params params = *params_p; + + if (params.seed <= 0) { + params.seed = time(NULL); + } + + std::mt19937 rng(params.seed); + + // Add a space in front of the first character to match OG llama tokenizer + // behavior + params.prompt.insert(0, 1, ' '); + + // tokenize the prompt + auto embd_inp = ::llama_tokenize(ctx, params.prompt, true); + + const int n_ctx = llama_n_ctx(ctx); + + // number of tokens to keep when resetting context + if (params.n_keep < 0 || params.n_keep > (int)embd_inp.size() || + params.instruct) { + params.n_keep = (int)embd_inp.size(); + } + + // determine newline token + auto llama_token_newline = ::llama_tokenize(ctx, "\n", false); + + // TODO: replace with ring-buffer + std::vector last_n_tokens(n_ctx); + std::fill(last_n_tokens.begin(), last_n_tokens.end(), 0); + + int n_past = 0; + int n_remain = params.n_predict; + int n_consumed = 0; + + std::vector embd; + std::string res = ""; + + while (n_remain != 0) { + // predict + if (embd.size() > 0) { + // infinite text generation via context swapping + // if we run out of context: + // - take the n_keep first tokens from the original prompt (via n_past) + // - take half of the last (n_ctx - n_keep) tokens and recompute the + // logits in a batch + if (n_past + (int)embd.size() > n_ctx) { + const int n_left = n_past - params.n_keep; + + n_past = params.n_keep; + + // insert n_left/2 tokens at the start of embd from last_n_tokens + embd.insert(embd.begin(), + last_n_tokens.begin() + n_ctx - n_left / 2 - embd.size(), + last_n_tokens.end() - embd.size()); + } + + if (llama_eval(ctx, embd.data(), embd.size(), n_past, params.n_threads)) { + fprintf(stderr, "%s : failed to eval\n", __func__); + return 1; + } + } + + n_past += embd.size(); + embd.clear(); + + if ((int)embd_inp.size() <= n_consumed) { + // out of user input, sample next token + const int32_t top_k = params.top_k; + const float top_p = params.top_p; + const float temp = params.temp; + const float repeat_penalty = params.repeat_penalty; + + llama_token id = 0; + + { + auto logits = llama_get_logits(ctx); + + if (params.ignore_eos) { + logits[llama_token_eos()] = 0; + } + + id = llama_sample_top_p_top_k( + ctx, last_n_tokens.data() + n_ctx - params.repeat_last_n, + params.repeat_last_n, top_k, top_p, temp, repeat_penalty); + + last_n_tokens.erase(last_n_tokens.begin()); + last_n_tokens.push_back(id); + } + + // add it to the context + embd.push_back(id); + + // decrement remaining sampling budget + --n_remain; + } else { + // some user input remains from prompt or interaction, forward it to + // processing + while ((int)embd_inp.size() > n_consumed) { + embd.push_back(embd_inp[n_consumed]); + last_n_tokens.erase(last_n_tokens.begin()); + last_n_tokens.push_back(embd_inp[n_consumed]); + ++n_consumed; + if ((int)embd.size() >= params.n_batch) { + break; + } + } + } + + for (auto id : embd) { + res += llama_token_to_str(ctx, id); + } + + // end of text token + if (embd.back() == llama_token_eos()) { + break; + } + } + +#if defined(_WIN32) + signal(SIGINT, SIG_DFL); +#endif + strcpy(result, res.c_str()); + return 0; +} + +void llama_free_model(void *state_ptr) { + llama_context *ctx = (llama_context *)state_ptr; + llama_free(ctx); +} + +void llama_free_params(void *params_ptr) { + gpt_params *params = (gpt_params *)params_ptr; + delete params; +} + +void *llama_allocate_params(const char *prompt, int seed, int threads, + int tokens, int top_k, float top_p, float temp, + float repeat_penalty, int repeat_last_n, + bool ignore_eos, bool memory_f16, int n_batch, + int n_keep) { + gpt_params *params = new gpt_params; + params->seed = seed; + params->n_threads = threads; + params->n_predict = tokens; + params->repeat_last_n = repeat_last_n; + + params->top_k = top_k; + params->top_p = top_p; + params->memory_f16 = memory_f16; + params->temp = temp; + params->repeat_penalty = repeat_penalty; + params->n_batch = n_batch; + params->n_keep = n_keep; + + params->prompt = prompt; + params->ignore_eos = ignore_eos; + + return params; +} + +void *load_model(const char *fname, int n_ctx, int n_parts, int n_seed, + bool memory_f16, bool mlock) { + // load the model + auto lparams = llama_context_default_params(); + + lparams.n_ctx = n_ctx; + lparams.n_parts = n_parts; + lparams.seed = n_seed; + lparams.f16_kv = memory_f16; + lparams.use_mlock = mlock; + + return llama_init_from_file(fname, lparams); +} diff --git a/pkg/llama/binding.h b/pkg/llama/binding.h new file mode 100644 index 0000000..dc8a3f9 --- /dev/null +++ b/pkg/llama/binding.h @@ -0,0 +1,24 @@ +#ifdef __cplusplus +extern "C" { +#endif + +#include + +void *load_model(const char *fname, int n_ctx, int n_parts, int n_seed, + bool memory_f16, bool mlock); + +void *llama_allocate_params(const char *prompt, int seed, int threads, + int tokens, int top_k, float top_p, float temp, + float repeat_penalty, int repeat_last_n, + bool ignore_eos, bool memory_f16, int n_batch, + int n_keep); + +void llama_free_params(void *params_ptr); + +void llama_free_model(void *state); + +int llama_predict(void *params_ptr, void *state_pr, char *result); + +#ifdef __cplusplus +} +#endif diff --git a/pkg/llama/llama.cpp b/pkg/llama/llama.cpp new file mode 160000 index 0000000..efd0564 --- /dev/null +++ b/pkg/llama/llama.cpp @@ -0,0 +1 @@ +Subproject commit efd05648c88a0923a55f56e7ce1b0f9c33410afb diff --git a/pkg/llama/llama.go b/pkg/llama/llama.go new file mode 100644 index 0000000..1576ad4 --- /dev/null +++ b/pkg/llama/llama.go @@ -0,0 +1,60 @@ +package llama + +// #cgo CXXFLAGS: -I./llama.cpp/examples -I./llama.cpp +// #cgo LDFLAGS: -L./ -lbinding -lm -lstdc++ +// #cgo darwin LDFLAGS: -framework Accelerate +// #include "binding.h" +import "C" +import ( + "fmt" + "strings" + "unsafe" +) + +type LLama struct { + state unsafe.Pointer +} + +func New(model string, opts ...ModelOption) (*LLama, error) { + mo := NewModelOptions(opts...) + modelPath := C.CString(model) + result := C.load_model(modelPath, C.int(mo.ContextSize), C.int(mo.Parts), C.int(mo.Seed), C.bool(mo.F16Memory), C.bool(mo.MLock)) + if result == nil { + return nil, fmt.Errorf("failed loading model") + } + + return &LLama{state: result}, nil +} + +func (l *LLama) Free() { + C.llama_free_model(l.state) +} + +func (l *LLama) Predict(text string, opts ...PredictOption) (string, error) { + po := NewPredictOptions(opts...) + + input := C.CString(text) + if po.Tokens == 0 { + po.Tokens = 99999999 + } + out := make([]byte, po.Tokens) + + params := C.llama_allocate_params(input, C.int(po.Seed), C.int(po.Threads), C.int(po.Tokens), C.int(po.TopK), + C.float(po.TopP), C.float(po.Temperature), C.float(po.Penalty), C.int(po.Repeat), + C.bool(po.IgnoreEOS), C.bool(po.F16KV), + C.int(po.Batch), C.int(po.NKeep), + ) + ret := C.llama_predict(params, l.state, (*C.char)(unsafe.Pointer(&out[0]))) + if ret != 0 { + return "", fmt.Errorf("inference failed") + } + res := C.GoString((*C.char)(unsafe.Pointer(&out[0]))) + + res = strings.TrimPrefix(res, " ") + res = strings.TrimPrefix(res, text) + res = strings.TrimPrefix(res, "\n") + + C.llama_free_params(params) + + return res, nil +} diff --git a/pkg/llama/options.go b/pkg/llama/options.go new file mode 100644 index 0000000..1f2ae9b --- /dev/null +++ b/pkg/llama/options.go @@ -0,0 +1,164 @@ +package llama + +import "runtime" + +type ModelOptions struct { + ContextSize int + Parts int + Seed int + F16Memory bool + MLock bool +} + +type PredictOptions struct { + Seed, Threads, Tokens, TopK, Repeat, Batch, NKeep int + TopP, Temperature, Penalty float64 + F16KV bool + IgnoreEOS bool +} + +type PredictOption func(p *PredictOptions) +type ModelOption func(p *ModelOptions) + +var DefaultModelOptions ModelOptions = ModelOptions{ + ContextSize: 512, + Seed: 0, + F16Memory: false, + MLock: false, +} + +var DefaultOptions PredictOptions = PredictOptions{ + Seed: -1, + Threads: runtime.NumCPU(), + Tokens: 128, + TopK: 10000, + TopP: 0.90, + Temperature: 0.96, + Penalty: 1, + Repeat: 64, + Batch: 8, + NKeep: 64, +} + +// SetContext sets the context size. +func SetContext(c int) ModelOption { + return func(p *ModelOptions) { + p.ContextSize = c + } +} + +func SetModelSeed(c int) ModelOption { + return func(p *ModelOptions) { + p.Seed = c + } +} + +func SetParts(c int) ModelOption { + return func(p *ModelOptions) { + p.Parts = c + } +} + +var EnableF16Memory ModelOption = func(p *ModelOptions) { + p.F16Memory = true +} + +var EnableF16KV PredictOption = func(p *PredictOptions) { + p.F16KV = true +} + +var EnableMLock ModelOption = func(p *ModelOptions) { + p.MLock = true +} + +// Create a new PredictOptions object with the given options. +func NewModelOptions(opts ...ModelOption) ModelOptions { + p := DefaultModelOptions + for _, opt := range opts { + opt(&p) + } + return p +} + +var IgnoreEOS PredictOption = func(p *PredictOptions) { + p.IgnoreEOS = true +} + +// SetSeed sets the random seed for sampling text generation. +func SetSeed(seed int) PredictOption { + return func(p *PredictOptions) { + p.Seed = seed + } +} + +// SetThreads sets the number of threads to use for text generation. +func SetThreads(threads int) PredictOption { + return func(p *PredictOptions) { + p.Threads = threads + } +} + +// SetTokens sets the number of tokens to generate. +func SetTokens(tokens int) PredictOption { + return func(p *PredictOptions) { + p.Tokens = tokens + } +} + +// SetTopK sets the value for top-K sampling. +func SetTopK(topk int) PredictOption { + return func(p *PredictOptions) { + p.TopK = topk + } +} + +// SetTopP sets the value for nucleus sampling. +func SetTopP(topp float64) PredictOption { + return func(p *PredictOptions) { + p.TopP = topp + } +} + +// SetTemperature sets the temperature value for text generation. +func SetTemperature(temp float64) PredictOption { + return func(p *PredictOptions) { + p.Temperature = temp + } +} + +// SetPenalty sets the repetition penalty for text generation. +func SetPenalty(penalty float64) PredictOption { + return func(p *PredictOptions) { + p.Penalty = penalty + } +} + +// SetRepeat sets the number of times to repeat text generation. +func SetRepeat(repeat int) PredictOption { + return func(p *PredictOptions) { + p.Repeat = repeat + } +} + +// SetBatch sets the batch size. +func SetBatch(size int) PredictOption { + return func(p *PredictOptions) { + p.Batch = size + } +} + +// SetKeep sets the number of tokens from initial prompt to keep. +func SetNKeep(n int) PredictOption { + return func(p *PredictOptions) { + p.NKeep = n + } +} + +// Create a new PredictOptions object with the given options. +func NewPredictOptions(opts ...PredictOption) PredictOptions { + p := DefaultOptions + for _, opt := range opts { + opt(&p) + } + return p +} diff --git a/pkg/structs/message.go b/pkg/structs/message.go new file mode 100644 index 0000000..ac6a9d7 --- /dev/null +++ b/pkg/structs/message.go @@ -0,0 +1,35 @@ +package structs + +type Message struct { + Author string + Content string + Response string +} + +func NewMessage(author, content string) *Message { + return &Message{ + author, + content, + "", + } +} + +func NewMessageWithResponse(author, content, response string) *Message { + return &Message{ + author, + content, + response, + } +} + +func (n *Message) String() string { + var out string = "### Instruction:\n" + + n.Author + " wrote " + n.Content + "\n" + + "### Response:" + + if n.Response != "" { + out += "\n" + n.Response + "\n" + } + + return out +} diff --git a/pkg/structs/prompt.go b/pkg/structs/prompt.go new file mode 100644 index 0000000..ea0763d --- /dev/null +++ b/pkg/structs/prompt.go @@ -0,0 +1,22 @@ +package structs + +import "github.com/spf13/viper" + +func GeneratePrompt(config *viper.Viper, history []Message, message Message) string { + var prompt string = "Below is an instruction. Write a response as " + config.GetString("name") + " that appropriately answers the question.\n" + + prompt += GenerateHistory(history) + prompt += message.String() + + return prompt +} + +func GenerateHistory(messages []Message) string { + var history string = "" + + for _, message := range messages { + history += message.String() + } + + return history +}