tqcq/llama.cpp
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ggml : introduce structs for the q4 data blocks (#356)

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* Introduce structs for the q4 data blocks

* ggml : rename quant struct variables + fix ARM_NEON

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
This commit is contained in:
Stephan Walter
2023-03-28 15:56:03 +00:00
committed by GitHub
parent e0670260fb
commit c1f885067c
6 changed files with 150 additions and 235 deletions
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11
llama.cpp
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@ -1345,7 +1345,7 @@ static llama_vocab::id llama_sample_top_p_top_k(
//
// TODO: reuse code from the llama_model_load() somehow
bool llama_model_quantize_internal(const std::string & fname_inp, const std::string & fname_out, int itype, int qk) {
static bool llama_model_quantize_internal(const std::string & fname_inp, const std::string & fname_out, int itype) {
ggml_type type = GGML_TYPE_Q4_1;
switch (itype) {
@ -1568,11 +1568,11 @@ bool llama_model_quantize_internal(const std::string & fname_inp, const std::str
switch (type) {
case GGML_TYPE_Q4_0:
{
cur_size = ggml_quantize_q4_0(data_f32.data(), work.data(), nelements, ne[0], qk, hist_cur.data());
cur_size = ggml_quantize_q4_0(data_f32.data(), work.data(), nelements, ne[0], hist_cur.data());
} break;
case GGML_TYPE_Q4_1:
{
cur_size = ggml_quantize_q4_1(data_f32.data(), work.data(), nelements, ne[0], qk, hist_cur.data());
cur_size = ggml_quantize_q4_1(data_f32.data(), work.data(), nelements, ne[0], hist_cur.data());
} break;
default:
{
@ -1711,9 +1711,8 @@ void llama_free(struct llama_context * ctx) {
int llama_model_quantize(
const char * fname_inp,
const char * fname_out,
int itype,
int qk) {
if (!llama_model_quantize_internal(fname_inp, fname_out, itype, qk)) {
int itype) {
if (!llama_model_quantize_internal(fname_inp, fname_out, itype)) {
fprintf(stderr, "%s: failed to quantize\n", __func__);
return 1;
}