mirror of
https://github.com/antirez/gguf-tools.git
synced 2025-09-16 17:48:08 +08:00
Some library layout.
This commit is contained in:
antirez
4
Makefile
4
Makefile
@@ -1,7 +1,7 @@
|
||||
all: gguf-show
|
||||
|
||||
gguf-show: gguf-show.c gguf.h
|
||||
$(CC) gguf-show.c -g -ggdb -Wall -W -pedantic -O2 -o gguf-show
|
||||
gguf-show: gguf-show.c gguflib.c gguflib.h
|
||||
$(CC) gguf-show.c gguflib.c -g -ggdb -Wall -W -pedantic -O2 -o gguf-show
|
||||
|
||||
clean:
|
||||
rm -rf gguf-show
|
||||
|
||||
328
gguf-show.c
328
gguf-show.c
@@ -1,332 +1,6 @@
|
||||
#include <stdio.h>
|
||||
#include <stdlib.h>
|
||||
#include <stdint.h>
|
||||
#include <sys/mman.h>
|
||||
#include <fcntl.h>
|
||||
#include <sys/stat.h>
|
||||
#include <errno.h>
|
||||
#include <unistd.h>
|
||||
#include <string.h>
|
||||
#include <assert.h>
|
||||
|
||||
#include "gguf.h"
|
||||
|
||||
/* Open a GGUF file and return a parsing context. */
|
||||
gguf_ctx *gguf_init(char *filename) {
|
||||
struct stat sb;
|
||||
int fd = open(filename,O_RDONLY);
|
||||
if (fd == -1) return NULL;
|
||||
if (fstat(fd,&sb) == -1) {
|
||||
close(fd);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Now that we have an open file and its total size, let's
|
||||
* mmap it. */
|
||||
void *mapped = mmap(0,sb.st_size,PROT_READ,MAP_PRIVATE,fd,0);
|
||||
if (mapped == MAP_FAILED) {
|
||||
close(fd);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Minimal sanity check... */
|
||||
if (sb.st_size < (signed)sizeof(struct gguf_header) ||
|
||||
memcmp(mapped,"GGUF",4) != 0)
|
||||
{
|
||||
errno = EINVAL;
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Mapping successful. We can create our context object. */
|
||||
gguf_ctx *ctx = malloc(sizeof(*ctx));
|
||||
ctx->fd = fd;
|
||||
ctx->data = mapped;
|
||||
ctx->header = mapped;
|
||||
ctx->size = sb.st_size;
|
||||
ctx->off = sizeof(struct gguf_header);
|
||||
ctx->left_kv = ctx->header->metadata_kv_count;
|
||||
ctx->left_tensors = ctx->header->tensor_count;
|
||||
ctx->alignment = 32; // Default alighment of GGUF files.
|
||||
ctx->data_off = 0; // Set later.
|
||||
return ctx;
|
||||
}
|
||||
|
||||
/* Cleanup needed after gguf_init(), to terminate the context
|
||||
* and cleanup resources. */
|
||||
void gguf_end(gguf_ctx *ctx) {
|
||||
if (ctx == NULL) return;
|
||||
munmap(ctx->data,ctx->size);
|
||||
close(ctx->fd);
|
||||
free(ctx);
|
||||
}
|
||||
|
||||
/* Parse the next key. Returns key information into 'key'.
|
||||
* The function return value is 1 is a key was returned, or 0
|
||||
* if there are no longer keys to process in this GGUF file. */
|
||||
int gguf_get_key(gguf_ctx *ctx, gguf_key *key) {
|
||||
if (ctx->left_kv == 0) return 0;
|
||||
ctx->left_kv--;
|
||||
struct gguf_string *str = (struct gguf_string*) (ctx->data+ctx->off);
|
||||
key->namelen = str->len;
|
||||
key->name = str->string;
|
||||
uint32_t *type = (uint32_t*) (ctx->data+ctx->off+8+str->len);
|
||||
key->type = *type;
|
||||
ctx->off += 8+str->len+4; // Skip prefixed len + string + type.
|
||||
key->val = (void*)(ctx->data+ctx->off);
|
||||
|
||||
/* Update the context with the alignmnet data, if needed. */
|
||||
const char *alignment_key = "general.alignmnet";
|
||||
if (key->type == GGUF_VALUE_TYPE_UINT32 &&
|
||||
key->namelen == strlen(alignment_key) &&
|
||||
memcmp(alignment_key, key->name, key->namelen) == 0)
|
||||
{
|
||||
ctx->alignment = key->val->uint32;
|
||||
}
|
||||
return 1;
|
||||
}
|
||||
|
||||
/* Set the data section offset. This function must be called exactly when
|
||||
* all the key-values are consumed, in the context of the first call of
|
||||
* gguf_get_tensor(): this way we will be able to return tensor offsets
|
||||
* as absolute positions and pointers to the mmapped file. */
|
||||
void gguf_set_data_offset(gguf_ctx *ctx) {
|
||||
assert(ctx->left_kv == 0 && ctx->left_tensors == ctx->header->tensor_count);
|
||||
|
||||
uint64_t offset = ctx->off;
|
||||
for (uint32_t j = 0; j < ctx->left_tensors; j++) {
|
||||
struct gguf_string *str = (struct gguf_string*) (ctx->data+offset);
|
||||
offset += 8+str->len; // Skip prefixed len + string
|
||||
uint32_t *num_dim = (uint32_t*)(ctx->data+offset);
|
||||
offset += 4; // Skip num dimentions.
|
||||
offset += 8*(*num_dim); // Skip dimensions.
|
||||
offset += 4; // Skip tensor type.
|
||||
offset += 8; // Skip tensor offset.
|
||||
}
|
||||
uint64_t padding =
|
||||
(ctx->alignment - (offset % ctx->alignment)) % ctx->alignment;
|
||||
ctx->data_off = offset + padding;
|
||||
}
|
||||
|
||||
/* Parse the next tensor info data. Returns information into 'tensor'.
|
||||
* The function return value is 1 is a tensor was returned, or 0
|
||||
* if there are no longer tensors to process in this GGUF file or if
|
||||
* there are still key-value pairs to process before getting into the
|
||||
* tensors section.
|
||||
*
|
||||
* When 0 is returned, we are at the end of the file and as a side
|
||||
* effect this function will set the data offset ctx->data_off. */
|
||||
int gguf_get_tensor(gguf_ctx *ctx, gguf_tensor *tensor) {
|
||||
if (ctx->left_tensors == 0 || ctx->left_kv != 0) return 0;
|
||||
|
||||
/* We want to return tensor data with offsets relative to the start
|
||||
* of the file, so that the user of the API is able to access tensors
|
||||
* as it iterates over them. To do so, we need to perform a fulls
|
||||
* scan if this is the first tensor info we are reading. */
|
||||
if (ctx->data_off == 0) gguf_set_data_offset(ctx);
|
||||
|
||||
ctx->left_tensors--;
|
||||
struct gguf_string *str = (struct gguf_string*) (ctx->data+ctx->off);
|
||||
ctx->off += 8+str->len; // Skip prefixed len + string + type.
|
||||
tensor->namelen = str->len;
|
||||
tensor->name = str->string;
|
||||
uint32_t *num_dim = (uint32_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 4; // Skip number of dimensions.
|
||||
tensor->ndim = *num_dim;
|
||||
assert(tensor->ndim <= GGUF_TENSOR_MAX_DIM);
|
||||
|
||||
/* Read the dimentions: all the unused dimentions are set to 1. */
|
||||
tensor->num_weights = 1;
|
||||
for (uint32_t j = 0; j < tensor->ndim; j++) {
|
||||
if (j < tensor->ndim) {
|
||||
uint64_t *dim = (uint64_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 8; // Skip dimension size.
|
||||
tensor->dim[j] = *dim;
|
||||
tensor->num_weights *= *dim;
|
||||
} else {
|
||||
tensor->dim[j] = 1;
|
||||
}
|
||||
}
|
||||
uint32_t *type = (uint32_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 4; // Skip tensor type.
|
||||
tensor->type = *type;
|
||||
|
||||
uint64_t *offset = (uint64_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 8; // Skip tensor offset.
|
||||
|
||||
tensor->offset = ctx->data_off + *offset;
|
||||
tensor->weights = ctx->data + tensor->offset;
|
||||
return 1;
|
||||
}
|
||||
|
||||
const char *gguf_value_name[] = {
|
||||
"uint8", "int8", "uint16", "int16", "uint32", "int32",
|
||||
"float32", "bool", "string", "array", "uint64", "int64",
|
||||
"float64"
|
||||
};
|
||||
|
||||
const char *gguf_tensor_type_name[] = {
|
||||
"f32", "f16", "q4_0", "q4_1", "q4_2 deprecated", "q4_3 deprecated",
|
||||
"q5_0", "q5_1", "q8_0", "q8_1", "q2_k", "q3_k", "q4_k", "q5_k",
|
||||
"q6_k", "q7_k", "q8_k", "i8", "i16", "i32", "count"
|
||||
};
|
||||
|
||||
/* Return the value type name given the type ID. */
|
||||
const char *gguf_get_value_type_name(uint32_t type) {
|
||||
if (type >= sizeof(gguf_value_name)/sizeof(char*)) return "unknown";
|
||||
return gguf_value_name[type];
|
||||
}
|
||||
|
||||
/* Return the tensor type name given the type ID. */
|
||||
const char *gguf_get_tensor_type_name(uint32_t type) {
|
||||
if (type >= sizeof(gguf_tensor_type_name)/sizeof(char*)) return "unknown";
|
||||
return gguf_tensor_type_name[type];
|
||||
}
|
||||
|
||||
/* Return the length of the value pointed by 'val' of type 'type'.
|
||||
* For the array type the length can't be inferred without consuming
|
||||
* it, so 0 is returned. */
|
||||
uint64_t gguf_value_len(uint32_t type, union gguf_value *val) {
|
||||
uint64_t valuelen = 0;
|
||||
switch(type) {
|
||||
case GGUF_VALUE_TYPE_BOOL:
|
||||
case GGUF_VALUE_TYPE_UINT8:
|
||||
case GGUF_VALUE_TYPE_INT8:
|
||||
valuelen = 1; break;
|
||||
case GGUF_VALUE_TYPE_UINT16:
|
||||
case GGUF_VALUE_TYPE_INT16:
|
||||
valuelen = 2; break;
|
||||
case GGUF_VALUE_TYPE_UINT32:
|
||||
case GGUF_VALUE_TYPE_INT32:
|
||||
case GGUF_VALUE_TYPE_FLOAT32:
|
||||
valuelen = 4; break;
|
||||
case GGUF_VALUE_TYPE_UINT64:
|
||||
case GGUF_VALUE_TYPE_INT64:
|
||||
case GGUF_VALUE_TYPE_FLOAT64:
|
||||
valuelen = 8; break;
|
||||
case GGUF_VALUE_TYPE_STRING:
|
||||
valuelen = 8+val->string.len; break;
|
||||
}
|
||||
return valuelen;
|
||||
}
|
||||
|
||||
/* This function can be called after gguf_get_key(), since the context
|
||||
* offset will be in the position of a value.
|
||||
*
|
||||
* The function will process the value, including nested values (in the
|
||||
* case of an array value), and for each value will call the specified
|
||||
* callback. As a side effect of calling this function, the context offset
|
||||
* is advanced to consume the value.
|
||||
*
|
||||
* If the callback is set to NULL, no callback will be called,
|
||||
* but the value will be consumed, so that it will be possible
|
||||
* to call gguf_get_key() or gguf_get_tensor() to continue reading
|
||||
* the file.
|
||||
*
|
||||
* When the callback is called, it gets the argument 'privdata' and 'in_array'
|
||||
* as passed to this function. This is useful if the callback needs
|
||||
* to take state (for pretty printing or alike) and to know if the
|
||||
* elements it is processing belong to an array.
|
||||
*
|
||||
* The value of 'in_array' is the 1-based index of the element being
|
||||
* processed.
|
||||
*
|
||||
* In the case of arrays, callbacks are also called with the special
|
||||
* type ARRAY_START / ARRAY_END at the start/end of the array
|
||||
* processing. */
|
||||
void gguf_do_with_value(gguf_ctx *ctx, uint32_t type, union gguf_value *val,
|
||||
void *privdata, uint64_t in_array, uint64_t array_len,
|
||||
void(*callback)(void *privdata, uint32_t type,
|
||||
union gguf_value *val, uint64_t in_array,
|
||||
uint64_t array_len))
|
||||
{
|
||||
if (type == GGUF_VALUE_TYPE_ARRAY) {
|
||||
uint32_t etype; // Elements type.
|
||||
uint64_t len; // Number of elements.
|
||||
etype = val->array.type;
|
||||
len = val->array.len;
|
||||
//exit(1);
|
||||
ctx->off += 4+8; // Skip elements type / array length.
|
||||
callback(privdata,GGUF_VALUE_TYPE_ARRAY_START,val,in_array,len);
|
||||
for (uint64_t j = 0; j < len; j++) {
|
||||
val = (union gguf_value*)(ctx->data+ctx->off);
|
||||
gguf_do_with_value(ctx,etype,val,privdata,j+1,len,callback);
|
||||
/* As a side effect of calling gguf_do_with_value() ctx->off
|
||||
* will be update, so 'val' will be set to the next element. */
|
||||
}
|
||||
callback(privdata,GGUF_VALUE_TYPE_ARRAY_END,NULL,in_array,len);
|
||||
} else {
|
||||
callback(privdata,type,val,in_array,array_len);
|
||||
ctx->off += gguf_value_len(type,val);
|
||||
}
|
||||
}
|
||||
|
||||
struct gguf_print_options {
|
||||
uint64_t max_array_items; // Don't print more than N items.
|
||||
};
|
||||
|
||||
/* Print a GGUF value. 'privdata' is used to pass guff_print_options and
|
||||
* may be NULL if no options are provided.
|
||||
*
|
||||
* The function is designed to be used as a callback of gguf_do_with_value(). */
|
||||
void gguf_print_value_callback(void *privdata, uint32_t type, union gguf_value *val, uint64_t in_array, uint64_t array_len) {
|
||||
struct gguf_print_options *po = privdata;
|
||||
if (po && po->max_array_items && in_array > po->max_array_items) {
|
||||
if (in_array-1 == po->max_array_items)
|
||||
printf("... %llu more items", array_len-in_array+1);
|
||||
return;
|
||||
}
|
||||
|
||||
switch (type) {
|
||||
case GGUF_VALUE_TYPE_ARRAY_START:
|
||||
printf("["); break;
|
||||
case GGUF_VALUE_TYPE_ARRAY_END:
|
||||
printf("]"); break;
|
||||
case GGUF_VALUE_TYPE_UINT8:
|
||||
printf("%u", val->uint8); break;
|
||||
case GGUF_VALUE_TYPE_INT8:
|
||||
printf("%d", val->int8); break;
|
||||
case GGUF_VALUE_TYPE_UINT16:
|
||||
printf("%u", val->uint16); break;
|
||||
case GGUF_VALUE_TYPE_INT16:
|
||||
printf("%d", val->int16); break;
|
||||
case GGUF_VALUE_TYPE_UINT32:
|
||||
printf("%u", val->uint32); break;
|
||||
case GGUF_VALUE_TYPE_INT32:
|
||||
printf("%d", val->int32); break;
|
||||
case GGUF_VALUE_TYPE_FLOAT32:
|
||||
printf("%f", val->float32); break;
|
||||
case GGUF_VALUE_TYPE_BOOL:
|
||||
if (val->boolval == 0 || val->boolval == 1)
|
||||
printf("%s", val->boolval ? "true" : "false");
|
||||
else
|
||||
printf("Invalid boolean value %d", val->boolval);
|
||||
break;
|
||||
case GGUF_VALUE_TYPE_STRING:
|
||||
printf("%.*s", (int)val->string.len, val->string.string); break;
|
||||
case GGUF_VALUE_TYPE_UINT64:
|
||||
printf("%llu", val->uint64); break;
|
||||
case GGUF_VALUE_TYPE_INT64:
|
||||
printf("%lld", val->int64); break;
|
||||
case GGUF_VALUE_TYPE_FLOAT64:
|
||||
printf("%lf", val->float64); break;
|
||||
default:
|
||||
printf("Unknown type\n");
|
||||
break;
|
||||
}
|
||||
if (in_array && in_array != array_len) printf(", ");
|
||||
}
|
||||
|
||||
/* Print the current value, including arrays. As a side effect
|
||||
* the value will be consumed from the context, that will now point
|
||||
* to the next item in the GGUF file.
|
||||
*
|
||||
* If 'full' is true, in the case of arrays, the whole array is printed,
|
||||
* otherwise just the first few elements. */
|
||||
void gguf_print_value(gguf_ctx *ctx, uint32_t type, union gguf_value *val, int full) {
|
||||
struct gguf_print_options po;
|
||||
po.max_array_items = full ? 0 : 30;
|
||||
gguf_do_with_value(ctx,type,val,&po,0,0,gguf_print_value_callback);
|
||||
}
|
||||
#include "gguflib.h"
|
||||
|
||||
int main(int argc, char **argv) {
|
||||
if (argc != 2) {
|
||||
|
||||
330
gguflib.c
Normal file
330
gguflib.c
Normal file
@@ -0,0 +1,330 @@
|
||||
#include <stdio.h>
|
||||
#include <stdlib.h>
|
||||
#include <stdint.h>
|
||||
#include <sys/mman.h>
|
||||
#include <fcntl.h>
|
||||
#include <sys/stat.h>
|
||||
#include <errno.h>
|
||||
#include <unistd.h>
|
||||
#include <string.h>
|
||||
#include <assert.h>
|
||||
|
||||
#include "gguflib.h"
|
||||
|
||||
/* Open a GGUF file and return a parsing context. */
|
||||
gguf_ctx *gguf_init(char *filename) {
|
||||
struct stat sb;
|
||||
int fd = open(filename,O_RDONLY);
|
||||
if (fd == -1) return NULL;
|
||||
if (fstat(fd,&sb) == -1) {
|
||||
close(fd);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Now that we have an open file and its total size, let's
|
||||
* mmap it. */
|
||||
void *mapped = mmap(0,sb.st_size,PROT_READ,MAP_PRIVATE,fd,0);
|
||||
if (mapped == MAP_FAILED) {
|
||||
close(fd);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Minimal sanity check... */
|
||||
if (sb.st_size < (signed)sizeof(struct gguf_header) ||
|
||||
memcmp(mapped,"GGUF",4) != 0)
|
||||
{
|
||||
errno = EINVAL;
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Mapping successful. We can create our context object. */
|
||||
gguf_ctx *ctx = malloc(sizeof(*ctx));
|
||||
ctx->fd = fd;
|
||||
ctx->data = mapped;
|
||||
ctx->header = mapped;
|
||||
ctx->size = sb.st_size;
|
||||
ctx->off = sizeof(struct gguf_header);
|
||||
ctx->left_kv = ctx->header->metadata_kv_count;
|
||||
ctx->left_tensors = ctx->header->tensor_count;
|
||||
ctx->alignment = 32; // Default alighment of GGUF files.
|
||||
ctx->data_off = 0; // Set later.
|
||||
return ctx;
|
||||
}
|
||||
|
||||
/* Cleanup needed after gguf_init(), to terminate the context
|
||||
* and cleanup resources. */
|
||||
void gguf_end(gguf_ctx *ctx) {
|
||||
if (ctx == NULL) return;
|
||||
munmap(ctx->data,ctx->size);
|
||||
close(ctx->fd);
|
||||
free(ctx);
|
||||
}
|
||||
|
||||
/* Parse the next key. Returns key information into 'key'.
|
||||
* The function return value is 1 is a key was returned, or 0
|
||||
* if there are no longer keys to process in this GGUF file. */
|
||||
int gguf_get_key(gguf_ctx *ctx, gguf_key *key) {
|
||||
if (ctx->left_kv == 0) return 0;
|
||||
ctx->left_kv--;
|
||||
struct gguf_string *str = (struct gguf_string*) (ctx->data+ctx->off);
|
||||
key->namelen = str->len;
|
||||
key->name = str->string;
|
||||
uint32_t *type = (uint32_t*) (ctx->data+ctx->off+8+str->len);
|
||||
key->type = *type;
|
||||
ctx->off += 8+str->len+4; // Skip prefixed len + string + type.
|
||||
key->val = (void*)(ctx->data+ctx->off);
|
||||
|
||||
/* Update the context with the alignmnet data, if needed. */
|
||||
const char *alignment_key = "general.alignmnet";
|
||||
if (key->type == GGUF_VALUE_TYPE_UINT32 &&
|
||||
key->namelen == strlen(alignment_key) &&
|
||||
memcmp(alignment_key, key->name, key->namelen) == 0)
|
||||
{
|
||||
ctx->alignment = key->val->uint32;
|
||||
}
|
||||
return 1;
|
||||
}
|
||||
|
||||
/* Set the data section offset. This function must be called exactly when
|
||||
* all the key-values are consumed, in the context of the first call of
|
||||
* gguf_get_tensor(): this way we will be able to return tensor offsets
|
||||
* as absolute positions and pointers to the mmapped file. */
|
||||
void gguf_set_data_offset(gguf_ctx *ctx) {
|
||||
assert(ctx->left_kv == 0 && ctx->left_tensors == ctx->header->tensor_count);
|
||||
|
||||
uint64_t offset = ctx->off;
|
||||
for (uint32_t j = 0; j < ctx->left_tensors; j++) {
|
||||
struct gguf_string *str = (struct gguf_string*) (ctx->data+offset);
|
||||
offset += 8+str->len; // Skip prefixed len + string
|
||||
uint32_t *num_dim = (uint32_t*)(ctx->data+offset);
|
||||
offset += 4; // Skip num dimentions.
|
||||
offset += 8*(*num_dim); // Skip dimensions.
|
||||
offset += 4; // Skip tensor type.
|
||||
offset += 8; // Skip tensor offset.
|
||||
}
|
||||
uint64_t padding =
|
||||
(ctx->alignment - (offset % ctx->alignment)) % ctx->alignment;
|
||||
ctx->data_off = offset + padding;
|
||||
}
|
||||
|
||||
/* Parse the next tensor info data. Returns information into 'tensor'.
|
||||
* The function return value is 1 is a tensor was returned, or 0
|
||||
* if there are no longer tensors to process in this GGUF file or if
|
||||
* there are still key-value pairs to process before getting into the
|
||||
* tensors section.
|
||||
*
|
||||
* When 0 is returned, we are at the end of the file and as a side
|
||||
* effect this function will set the data offset ctx->data_off. */
|
||||
int gguf_get_tensor(gguf_ctx *ctx, gguf_tensor *tensor) {
|
||||
if (ctx->left_tensors == 0 || ctx->left_kv != 0) return 0;
|
||||
|
||||
/* We want to return tensor data with offsets relative to the start
|
||||
* of the file, so that the user of the API is able to access tensors
|
||||
* as it iterates over them. To do so, we need to perform a fulls
|
||||
* scan if this is the first tensor info we are reading. */
|
||||
if (ctx->data_off == 0) gguf_set_data_offset(ctx);
|
||||
|
||||
ctx->left_tensors--;
|
||||
struct gguf_string *str = (struct gguf_string*) (ctx->data+ctx->off);
|
||||
ctx->off += 8+str->len; // Skip prefixed len + string + type.
|
||||
tensor->namelen = str->len;
|
||||
tensor->name = str->string;
|
||||
uint32_t *num_dim = (uint32_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 4; // Skip number of dimensions.
|
||||
tensor->ndim = *num_dim;
|
||||
assert(tensor->ndim <= GGUF_TENSOR_MAX_DIM);
|
||||
|
||||
/* Read the dimentions: all the unused dimentions are set to 1. */
|
||||
tensor->num_weights = 1;
|
||||
for (uint32_t j = 0; j < tensor->ndim; j++) {
|
||||
if (j < tensor->ndim) {
|
||||
uint64_t *dim = (uint64_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 8; // Skip dimension size.
|
||||
tensor->dim[j] = *dim;
|
||||
tensor->num_weights *= *dim;
|
||||
} else {
|
||||
tensor->dim[j] = 1;
|
||||
}
|
||||
}
|
||||
uint32_t *type = (uint32_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 4; // Skip tensor type.
|
||||
tensor->type = *type;
|
||||
|
||||
uint64_t *offset = (uint64_t*) (ctx->data+ctx->off);
|
||||
ctx->off += 8; // Skip tensor offset.
|
||||
|
||||
tensor->offset = ctx->data_off + *offset;
|
||||
tensor->weights = ctx->data + tensor->offset;
|
||||
return 1;
|
||||
}
|
||||
|
||||
const char *gguf_value_name[] = {
|
||||
"uint8", "int8", "uint16", "int16", "uint32", "int32",
|
||||
"float32", "bool", "string", "array", "uint64", "int64",
|
||||
"float64"
|
||||
};
|
||||
|
||||
const char *gguf_tensor_type_name[] = {
|
||||
"f32", "f16", "q4_0", "q4_1", "q4_2 deprecated", "q4_3 deprecated",
|
||||
"q5_0", "q5_1", "q8_0", "q8_1", "q2_k", "q3_k", "q4_k", "q5_k",
|
||||
"q6_k", "q7_k", "q8_k", "i8", "i16", "i32", "count"
|
||||
};
|
||||
|
||||
/* Return the value type name given the type ID. */
|
||||
const char *gguf_get_value_type_name(uint32_t type) {
|
||||
if (type >= sizeof(gguf_value_name)/sizeof(char*)) return "unknown";
|
||||
return gguf_value_name[type];
|
||||
}
|
||||
|
||||
/* Return the tensor type name given the type ID. */
|
||||
const char *gguf_get_tensor_type_name(uint32_t type) {
|
||||
if (type >= sizeof(gguf_tensor_type_name)/sizeof(char*)) return "unknown";
|
||||
return gguf_tensor_type_name[type];
|
||||
}
|
||||
|
||||
/* Return the length of the value pointed by 'val' of type 'type'.
|
||||
* For the array type the length can't be inferred without consuming
|
||||
* it, so 0 is returned. */
|
||||
uint64_t gguf_value_len(uint32_t type, union gguf_value *val) {
|
||||
uint64_t valuelen = 0;
|
||||
switch(type) {
|
||||
case GGUF_VALUE_TYPE_BOOL:
|
||||
case GGUF_VALUE_TYPE_UINT8:
|
||||
case GGUF_VALUE_TYPE_INT8:
|
||||
valuelen = 1; break;
|
||||
case GGUF_VALUE_TYPE_UINT16:
|
||||
case GGUF_VALUE_TYPE_INT16:
|
||||
valuelen = 2; break;
|
||||
case GGUF_VALUE_TYPE_UINT32:
|
||||
case GGUF_VALUE_TYPE_INT32:
|
||||
case GGUF_VALUE_TYPE_FLOAT32:
|
||||
valuelen = 4; break;
|
||||
case GGUF_VALUE_TYPE_UINT64:
|
||||
case GGUF_VALUE_TYPE_INT64:
|
||||
case GGUF_VALUE_TYPE_FLOAT64:
|
||||
valuelen = 8; break;
|
||||
case GGUF_VALUE_TYPE_STRING:
|
||||
valuelen = 8+val->string.len; break;
|
||||
}
|
||||
return valuelen;
|
||||
}
|
||||
|
||||
/* This function can be called after gguf_get_key(), since the context
|
||||
* offset will be in the position of a value.
|
||||
*
|
||||
* The function will process the value, including nested values (in the
|
||||
* case of an array value), and for each value will call the specified
|
||||
* callback. As a side effect of calling this function, the context offset
|
||||
* is advanced to consume the value.
|
||||
*
|
||||
* If the callback is set to NULL, no callback will be called,
|
||||
* but the value will be consumed, so that it will be possible
|
||||
* to call gguf_get_key() or gguf_get_tensor() to continue reading
|
||||
* the file.
|
||||
*
|
||||
* When the callback is called, it gets the argument 'privdata' and 'in_array'
|
||||
* as passed to this function. This is useful if the callback needs
|
||||
* to take state (for pretty printing or alike) and to know if the
|
||||
* elements it is processing belong to an array.
|
||||
*
|
||||
* The value of 'in_array' is the 1-based index of the element being
|
||||
* processed.
|
||||
*
|
||||
* In the case of arrays, callbacks are also called with the special
|
||||
* type ARRAY_START / ARRAY_END at the start/end of the array
|
||||
* processing. */
|
||||
void gguf_do_with_value(gguf_ctx *ctx, uint32_t type, union gguf_value *val,
|
||||
void *privdata, uint64_t in_array, uint64_t array_len,
|
||||
void(*callback)(void *privdata, uint32_t type,
|
||||
union gguf_value *val, uint64_t in_array,
|
||||
uint64_t array_len))
|
||||
{
|
||||
if (type == GGUF_VALUE_TYPE_ARRAY) {
|
||||
uint32_t etype; // Elements type.
|
||||
uint64_t len; // Number of elements.
|
||||
etype = val->array.type;
|
||||
len = val->array.len;
|
||||
//exit(1);
|
||||
ctx->off += 4+8; // Skip elements type / array length.
|
||||
callback(privdata,GGUF_VALUE_TYPE_ARRAY_START,val,in_array,len);
|
||||
for (uint64_t j = 0; j < len; j++) {
|
||||
val = (union gguf_value*)(ctx->data+ctx->off);
|
||||
gguf_do_with_value(ctx,etype,val,privdata,j+1,len,callback);
|
||||
/* As a side effect of calling gguf_do_with_value() ctx->off
|
||||
* will be update, so 'val' will be set to the next element. */
|
||||
}
|
||||
callback(privdata,GGUF_VALUE_TYPE_ARRAY_END,NULL,in_array,len);
|
||||
} else {
|
||||
callback(privdata,type,val,in_array,array_len);
|
||||
ctx->off += gguf_value_len(type,val);
|
||||
}
|
||||
}
|
||||
|
||||
struct gguf_print_options {
|
||||
uint64_t max_array_items; // Don't print more than N items.
|
||||
};
|
||||
|
||||
/* Print a GGUF value. 'privdata' is used to pass guff_print_options and
|
||||
* may be NULL if no options are provided.
|
||||
*
|
||||
* The function is designed to be used as a callback of gguf_do_with_value(). */
|
||||
void gguf_print_value_callback(void *privdata, uint32_t type, union gguf_value *val, uint64_t in_array, uint64_t array_len) {
|
||||
struct gguf_print_options *po = privdata;
|
||||
if (po && po->max_array_items && in_array > po->max_array_items) {
|
||||
if (in_array-1 == po->max_array_items)
|
||||
printf("... %llu more items", array_len-in_array+1);
|
||||
return;
|
||||
}
|
||||
|
||||
switch (type) {
|
||||
case GGUF_VALUE_TYPE_ARRAY_START:
|
||||
printf("["); break;
|
||||
case GGUF_VALUE_TYPE_ARRAY_END:
|
||||
printf("]"); break;
|
||||
case GGUF_VALUE_TYPE_UINT8:
|
||||
printf("%u", val->uint8); break;
|
||||
case GGUF_VALUE_TYPE_INT8:
|
||||
printf("%d", val->int8); break;
|
||||
case GGUF_VALUE_TYPE_UINT16:
|
||||
printf("%u", val->uint16); break;
|
||||
case GGUF_VALUE_TYPE_INT16:
|
||||
printf("%d", val->int16); break;
|
||||
case GGUF_VALUE_TYPE_UINT32:
|
||||
printf("%u", val->uint32); break;
|
||||
case GGUF_VALUE_TYPE_INT32:
|
||||
printf("%d", val->int32); break;
|
||||
case GGUF_VALUE_TYPE_FLOAT32:
|
||||
printf("%f", val->float32); break;
|
||||
case GGUF_VALUE_TYPE_BOOL:
|
||||
if (val->boolval == 0 || val->boolval == 1)
|
||||
printf("%s", val->boolval ? "true" : "false");
|
||||
else
|
||||
printf("Invalid boolean value %d", val->boolval);
|
||||
break;
|
||||
case GGUF_VALUE_TYPE_STRING:
|
||||
printf("%.*s", (int)val->string.len, val->string.string); break;
|
||||
case GGUF_VALUE_TYPE_UINT64:
|
||||
printf("%llu", val->uint64); break;
|
||||
case GGUF_VALUE_TYPE_INT64:
|
||||
printf("%lld", val->int64); break;
|
||||
case GGUF_VALUE_TYPE_FLOAT64:
|
||||
printf("%lf", val->float64); break;
|
||||
default:
|
||||
printf("Unknown type\n");
|
||||
break;
|
||||
}
|
||||
if (in_array && in_array != array_len) printf(", ");
|
||||
}
|
||||
|
||||
/* Print the current value, including arrays. As a side effect
|
||||
* the value will be consumed from the context, that will now point
|
||||
* to the next item in the GGUF file.
|
||||
*
|
||||
* If 'full' is true, in the case of arrays, the whole array is printed,
|
||||
* otherwise just the first few elements. */
|
||||
void gguf_print_value(gguf_ctx *ctx, uint32_t type, union gguf_value *val, int full) {
|
||||
struct gguf_print_options po;
|
||||
po.max_array_items = full ? 0 : 30;
|
||||
gguf_do_with_value(ctx,type,val,&po,0,0,gguf_print_value_callback);
|
||||
}
|
||||
|
||||
@@ -1,9 +1,16 @@
|
||||
/* This code is adapted from https://github.com/ggerganov/ggml/
|
||||
* The changes are copyright (C) 2024 Salvatore Sanfilippo <antirez@gmail.com>
|
||||
* See LICENSE for licensing info. */
|
||||
/* Copyright (C) 2024 Salvatore Sanfilippo <antirez@gmail.com>
|
||||
* See LICENSE for licensing info.
|
||||
*
|
||||
* GGUF enums / structures are partially adapted
|
||||
* the official GGUF implementation at from https://github.com/ggerganov/ggml/
|
||||
*/
|
||||
|
||||
#ifndef GGUFLIB_H
|
||||
|
||||
#include <stdint.h>
|
||||
|
||||
/* ============================ Enums and structures ======================== */
|
||||
|
||||
enum gguf_tensor_type {
|
||||
GUFF_TYPE_F32 = 0,
|
||||
GUFF_TYPE_F16 = 1,
|
||||
@@ -120,6 +127,7 @@ typedef struct {
|
||||
union gguf_value *val;
|
||||
} gguf_key;
|
||||
|
||||
/* Tensor representation in this library API. */
|
||||
#define GGUF_TENSOR_MAX_DIM 8 // Future-proof: actual limit is 4.
|
||||
typedef struct {
|
||||
const char *name;
|
||||
@@ -133,6 +141,7 @@ typedef struct {
|
||||
uint8_t *weights; // Pointer to the mmaped file.
|
||||
} gguf_tensor;
|
||||
|
||||
/* The context you get after opening a GGUF file with gguf_init(). */
|
||||
typedef struct {
|
||||
int fd;
|
||||
uint8_t *data; // Memory mapped data.
|
||||
@@ -146,3 +155,20 @@ typedef struct {
|
||||
// entries are processed. Initially 0.
|
||||
uint64_t alignment; // File data alignment. Default: 32 bytes.
|
||||
} gguf_ctx;
|
||||
|
||||
/* =============================== Prototypes =============================== */
|
||||
|
||||
gguf_ctx *gguf_init(char *filename);
|
||||
void gguf_end(gguf_ctx *ctx);
|
||||
int gguf_get_key(gguf_ctx *ctx, gguf_key *key);
|
||||
int gguf_get_tensor(gguf_ctx *ctx, gguf_tensor *tensor);
|
||||
const char *gguf_get_value_type_name(uint32_t type);
|
||||
const char *gguf_get_tensor_type_name(uint32_t type);
|
||||
void gguf_do_with_value(gguf_ctx *ctx, uint32_t type, union gguf_value *val,
|
||||
void *privdata, uint64_t in_array, uint64_t array_len,
|
||||
void(*callback)(void *privdata, uint32_t type,
|
||||
union gguf_value *val, uint64_t in_array,
|
||||
uint64_t array_len));
|
||||
void gguf_print_value(gguf_ctx *ctx, uint32_t type, union gguf_value *val, int full);
|
||||
|
||||
#endif
|
||||
Reference in New Issue
Block a user