ollama/llm/llm.go

package llm

// #cgo CFLAGS: -Illama.cpp -Illama.cpp/include -Illama.cpp/ggml/include
// #cgo LDFLAGS: -lllama -lggml -lstdc++ -lpthread
// #cgo darwin,arm64 LDFLAGS: -L${SRCDIR}/build/darwin/arm64_static -L${SRCDIR}/build/darwin/arm64_static/src -L${SRCDIR}/build/darwin/arm64_static/ggml/src -framework Accelerate -framework Metal
// #cgo darwin,amd64 LDFLAGS: -L${SRCDIR}/build/darwin/x86_64_static -L${SRCDIR}/build/darwin/x86_64_static/src -L${SRCDIR}/build/darwin/x86_64_static/ggml/src
// #cgo windows,amd64 LDFLAGS: -static-libstdc++ -static-libgcc -static -L${SRCDIR}/build/windows/amd64_static -L${SRCDIR}/build/windows/amd64_static/src -L${SRCDIR}/build/windows/amd64_static/ggml/src
// #cgo windows,arm64 LDFLAGS: -static-libstdc++ -static-libgcc -static -L${SRCDIR}/build/windows/arm64_static -L${SRCDIR}/build/windows/arm64_static/src -L${SRCDIR}/build/windows/arm64_static/ggml/src
// #cgo linux,amd64 LDFLAGS: -L${SRCDIR}/build/linux/x86_64_static -L${SRCDIR}/build/linux/x86_64_static/src -L${SRCDIR}/build/linux/x86_64_static/ggml/src
// #cgo linux,arm64 LDFLAGS: -L${SRCDIR}/build/linux/arm64_static -L${SRCDIR}/build/linux/arm64_static/src -L${SRCDIR}/build/linux/arm64_static/ggml/src
// #include <stdlib.h>
// #include "llama.h"
// static bool update_quantize_progress(float progress, void* data) {
// 	*((float*)data) = progress;
// 	return true;
// }
import "C"
import (
	"fmt"
	"unsafe"
	"time"

	"github.com/ollama/ollama/api"
)

// SystemInfo is an unused example of calling llama.cpp functions using CGo
func SystemInfo() string {
	return C.GoString(C.llama_print_system_info())
}

func Quantize(infile, outfile string, ftype fileType, fn func(resp api.ProgressResponse) ) error {
	cinfile := C.CString(infile)
	defer C.free(unsafe.Pointer(cinfile))

	coutfile := C.CString(outfile)
	defer C.free(unsafe.Pointer(coutfile))

	params := C.llama_model_quantize_default_params()
	params.nthread = -1
	params.ftype = ftype.Value()

	// Initialize "global" to store progress
	store := C.malloc(C.sizeof_float)
    defer C.free(unsafe.Pointer(store))

    // Initialize store value, e.g., setting initial progress to 0
    *(*C.float)(store) = 0.0

	params.quantize_callback_data = store
	params.quantize_callback = C.update_quantize_progress

	go func () {
		for {
			time.Sleep(60 * time.Millisecond)
			if params.quantize_callback_data == nil {
				return
			} else {
				progress := *((*C.float)(store))
                fn(api.ProgressResponse{
                    Status:   fmt.Sprintf("quantizing model %d%%", int(progress*100)),
                    Quantize: "quant",
                })
			}
		}
	}()

	if rc := C.llama_model_quantize(cinfile, coutfile, &params); rc != 0 {
		return fmt.Errorf("llama_model_quantize: %d", rc)
	}

	return nil
}