mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-26 06:10:29 +01:00
gguf-split : improve --split and --merge logic (#9619)
* make sure params --split and --merge are not specified at same time * update gguf-split params parse logic * Update examples/gguf-split/gguf-split.cpp Co-authored-by: slaren <slarengh@gmail.com> --------- Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> Co-authored-by: slaren <slarengh@gmail.com>
This commit is contained in:
parent
148844fe97
commit
76b37d1541
@ -22,12 +22,20 @@
|
|||||||
#endif
|
#endif
|
||||||
|
|
||||||
enum split_operation : uint8_t {
|
enum split_operation : uint8_t {
|
||||||
SPLIT_OP_SPLIT,
|
OP_NONE,
|
||||||
SPLIT_OP_MERGE,
|
OP_SPLIT,
|
||||||
|
OP_MERGE,
|
||||||
|
};
|
||||||
|
|
||||||
|
enum split_mode : uint8_t {
|
||||||
|
MODE_NONE,
|
||||||
|
MODE_TENSOR,
|
||||||
|
MODE_SIZE,
|
||||||
};
|
};
|
||||||
|
|
||||||
struct split_params {
|
struct split_params {
|
||||||
split_operation operation = SPLIT_OP_SPLIT;
|
split_operation operation = OP_NONE;
|
||||||
|
split_mode mode = MODE_NONE;
|
||||||
size_t n_bytes_split = 0;
|
size_t n_bytes_split = 0;
|
||||||
int n_split_tensors = 128;
|
int n_split_tensors = 128;
|
||||||
std::string input;
|
std::string input;
|
||||||
@ -87,59 +95,52 @@ static void split_params_parse_ex(int argc, const char ** argv, split_params & p
|
|||||||
}
|
}
|
||||||
|
|
||||||
bool arg_found = false;
|
bool arg_found = false;
|
||||||
bool is_op_set = false;
|
|
||||||
bool is_mode_set = false;
|
|
||||||
if (arg == "-h" || arg == "--help") {
|
if (arg == "-h" || arg == "--help") {
|
||||||
split_print_usage(argv[0]);
|
split_print_usage(argv[0]);
|
||||||
exit(0);
|
exit(0);
|
||||||
}
|
} else if (arg == "--version") {
|
||||||
if (arg == "--version") {
|
|
||||||
fprintf(stderr, "version: %d (%s)\n", LLAMA_BUILD_NUMBER, LLAMA_COMMIT);
|
fprintf(stderr, "version: %d (%s)\n", LLAMA_BUILD_NUMBER, LLAMA_COMMIT);
|
||||||
fprintf(stderr, "built with %s for %s\n", LLAMA_COMPILER, LLAMA_BUILD_TARGET);
|
fprintf(stderr, "built with %s for %s\n", LLAMA_COMPILER, LLAMA_BUILD_TARGET);
|
||||||
exit(0);
|
exit(0);
|
||||||
}
|
} else if (arg == "--dry-run") {
|
||||||
if (arg == "--dry-run") {
|
|
||||||
arg_found = true;
|
arg_found = true;
|
||||||
params.dry_run = true;
|
params.dry_run = true;
|
||||||
}
|
} else if (arg == "--no-tensor-first-split") {
|
||||||
if (arg == "--no-tensor-first-split") {
|
|
||||||
arg_found = true;
|
arg_found = true;
|
||||||
params.no_tensor_first_split = true;
|
params.no_tensor_first_split = true;
|
||||||
}
|
} else if (arg == "--merge") {
|
||||||
|
|
||||||
if (is_op_set) {
|
|
||||||
throw std::invalid_argument("error: either --split or --merge can be specified, but not both");
|
|
||||||
}
|
|
||||||
if (arg == "--merge") {
|
|
||||||
arg_found = true;
|
arg_found = true;
|
||||||
is_op_set = true;
|
if (params.operation != OP_NONE && params.operation != OP_MERGE) {
|
||||||
params.operation = SPLIT_OP_MERGE;
|
throw std::invalid_argument("error: either --split or --merge can be specified, but not both");
|
||||||
}
|
}
|
||||||
if (arg == "--split") {
|
params.operation = OP_MERGE;
|
||||||
|
} else if (arg == "--split") {
|
||||||
arg_found = true;
|
arg_found = true;
|
||||||
is_op_set = true;
|
if (params.operation != OP_NONE && params.operation != OP_SPLIT) {
|
||||||
params.operation = SPLIT_OP_SPLIT;
|
throw std::invalid_argument("error: either --split or --merge can be specified, but not both");
|
||||||
}
|
}
|
||||||
|
params.operation = OP_SPLIT;
|
||||||
if (is_mode_set) {
|
} else if (arg == "--split-max-tensors") {
|
||||||
throw std::invalid_argument("error: either --split-max-tensors or --split-max-size can be specified, but not both");
|
|
||||||
}
|
|
||||||
if (arg == "--split-max-tensors") {
|
|
||||||
if (++arg_idx >= argc) {
|
if (++arg_idx >= argc) {
|
||||||
invalid_param = true;
|
invalid_param = true;
|
||||||
break;
|
break;
|
||||||
}
|
}
|
||||||
arg_found = true;
|
arg_found = true;
|
||||||
is_mode_set = true;
|
if (params.mode != MODE_NONE && params.mode != MODE_TENSOR) {
|
||||||
|
throw std::invalid_argument("error: either --split-max-tensors or --split-max-size can be specified, but not both");
|
||||||
|
}
|
||||||
|
params.mode = MODE_TENSOR;
|
||||||
params.n_split_tensors = atoi(argv[arg_idx]);
|
params.n_split_tensors = atoi(argv[arg_idx]);
|
||||||
}
|
} else if (arg == "--split-max-size") {
|
||||||
if (arg == "--split-max-size") {
|
|
||||||
if (++arg_idx >= argc) {
|
if (++arg_idx >= argc) {
|
||||||
invalid_param = true;
|
invalid_param = true;
|
||||||
break;
|
break;
|
||||||
}
|
}
|
||||||
arg_found = true;
|
arg_found = true;
|
||||||
is_mode_set = true;
|
if (params.mode != MODE_NONE && params.mode != MODE_SIZE) {
|
||||||
|
throw std::invalid_argument("error: either --split-max-tensors or --split-max-size can be specified, but not both");
|
||||||
|
}
|
||||||
|
params.mode = MODE_SIZE;
|
||||||
params.n_bytes_split = split_str_to_n_bytes(argv[arg_idx]);
|
params.n_bytes_split = split_str_to_n_bytes(argv[arg_idx]);
|
||||||
}
|
}
|
||||||
|
|
||||||
@ -148,6 +149,15 @@ static void split_params_parse_ex(int argc, const char ** argv, split_params & p
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// the operation is split if not specified
|
||||||
|
if (params.operation == OP_NONE) {
|
||||||
|
params.operation = OP_SPLIT;
|
||||||
|
}
|
||||||
|
// the split mode is by tensor if not specified
|
||||||
|
if (params.mode == MODE_NONE) {
|
||||||
|
params.mode = MODE_TENSOR;
|
||||||
|
}
|
||||||
|
|
||||||
if (invalid_param) {
|
if (invalid_param) {
|
||||||
throw std::invalid_argument("error: invalid parameter for argument: " + arg);
|
throw std::invalid_argument("error: invalid parameter for argument: " + arg);
|
||||||
}
|
}
|
||||||
@ -265,13 +275,15 @@ struct split_strategy {
|
|||||||
}
|
}
|
||||||
|
|
||||||
bool should_split(int i_tensor, size_t next_size) {
|
bool should_split(int i_tensor, size_t next_size) {
|
||||||
if (params.n_bytes_split > 0) {
|
if (params.mode == MODE_SIZE) {
|
||||||
// split by max size per file
|
// split by max size per file
|
||||||
return next_size > params.n_bytes_split;
|
return next_size > params.n_bytes_split;
|
||||||
} else {
|
} else if (params.mode == MODE_TENSOR) {
|
||||||
// split by number of tensors per file
|
// split by number of tensors per file
|
||||||
return i_tensor > 0 && i_tensor < n_tensors && i_tensor % params.n_split_tensors == 0;
|
return i_tensor > 0 && i_tensor < n_tensors && i_tensor % params.n_split_tensors == 0;
|
||||||
}
|
}
|
||||||
|
// should never happen
|
||||||
|
GGML_ABORT("invalid mode");
|
||||||
}
|
}
|
||||||
|
|
||||||
void print_info() {
|
void print_info() {
|
||||||
@ -559,9 +571,9 @@ int main(int argc, const char ** argv) {
|
|||||||
split_params_parse(argc, argv, params);
|
split_params_parse(argc, argv, params);
|
||||||
|
|
||||||
switch (params.operation) {
|
switch (params.operation) {
|
||||||
case SPLIT_OP_SPLIT: gguf_split(params);
|
case OP_SPLIT: gguf_split(params);
|
||||||
break;
|
break;
|
||||||
case SPLIT_OP_MERGE: gguf_merge(params);
|
case OP_MERGE: gguf_merge(params);
|
||||||
break;
|
break;
|
||||||
default: split_print_usage(argv[0]);
|
default: split_print_usage(argv[0]);
|
||||||
exit(EXIT_FAILURE);
|
exit(EXIT_FAILURE);
|
||||||
|
Loading…
Reference in New Issue
Block a user