vbatts/llama.cpp
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Rewrote with unordered_map

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This commit is contained in:
MaggotHATE 2023-12-02 16:20:27 +05:00
parent d363df3444
commit bd08c8fab3
2 changed files with 121 additions and 57 deletions
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142
common/sampling.cpp
View file

@ -1,5 +1,7 @@
#include "sampling.h"
#include <functional>
struct llama_sampling_context * llama_sampling_init(const struct llama_sampling_params & params) {
struct llama_sampling_context * result = new llama_sampling_context();
@ -101,40 +103,96 @@ std::string llama_sampling_print(const llama_sampling_params & params) {
std::string llama_sampling_order_print(const llama_sampling_params & params) {
std::string result = "CFG -> Penalties ";
std::unordered_map<char, std::string> samplers_map_display {
{'k', "-> top_k "},
{'f', "-> tfs_z "},
{'y', "-> typical_p "},
{'p', "-> top_p "},
{'m', "-> min_p "},
{'t', "-> temp "}
};
if (params.mirostat == 0){
for (auto s : params.samplers_sequence){
switch (s){
case 'k':{
result += "-> top_k ";
break;
}
case 'f':{
result += "-> tfs_z ";
break;
}
case 'y':{
result += "-> typical_p ";
break;
}
case 'p':{
result += "-> top_p ";
break;
}
case 'm':{
result += "-> min_p ";
break;
}
case 't':{
result += "-> temp ";
break;
}
}
result += samplers_map_display[s];
}
} else result += "-> mirostat ";
return result;
}
void sample_top_k(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep){
const int n_vocab = llama_n_vocab(llama_get_model(ctx_main));
const int32_t top_k = params.top_k <= 0 ? n_vocab : params.top_k;
llama_sample_top_k (ctx_main, &cur_p, top_k, min_keep);
}
void sample_top_p(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep){
const float top_p = params.top_p;
llama_sample_top_p (ctx_main, &cur_p, top_p, min_keep);
}
void sample_tfs_z(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep){
const float tfs_z = params.tfs_z;
llama_sample_tail_free (ctx_main, &cur_p, tfs_z, min_keep);
}
void sample_typical_p(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep){
const float typical_p = params.typical_p;
llama_sample_typical (ctx_main, &cur_p, typical_p, min_keep);
}
void sample_min_p(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep){
const float min_p = params.min_p;
llama_sample_min_p (ctx_main, &cur_p, min_p, min_keep);
}
void sample_temp(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep){
const float temp = params.temp;
llama_sample_temp (ctx_main, &cur_p, temp);
}
std::unordered_map<char, std::function<void(const llama_sampling_params &, struct llama_context *, llama_token_data_array&, size_t&)>> samplers_map
{
{'k', sample_top_k},
{'f', sample_tfs_z},
{'y', sample_typical_p},
{'p', sample_top_p},
{'m', sample_min_p},
{'t', sample_temp}
};
llama_token llama_sampling_sample(
struct llama_sampling_context * ctx_sampling,
struct llama_context * ctx_main,
@ -145,11 +203,6 @@ llama_token llama_sampling_sample(
const int n_vocab = llama_n_vocab(llama_get_model(ctx_main));
const float temp = params.temp;
const int32_t top_k = params.top_k <= 0 ? n_vocab : params.top_k;
const float top_p = params.top_p;
const float min_p = params.min_p;
const float tfs_z = params.tfs_z;
const float typical_p = params.typical_p;
const int32_t penalty_last_n = params.penalty_last_n < 0 ? params.n_prev : params.penalty_last_n;
const float penalty_repeat = params.penalty_repeat;
const float penalty_freq = params.penalty_freq;
@ -226,32 +279,7 @@ llama_token llama_sampling_sample(
size_t min_keep = std::max(1, params.n_probs);
for (auto s : samplers_sequence){
switch (s){
case 'k':{
llama_sample_top_k (ctx_main, &cur_p, top_k, min_keep);
break;
}
case 'f':{
llama_sample_tail_free(ctx_main, &cur_p, tfs_z, min_keep);
break;
}
case 'y':{
llama_sample_typical (ctx_main, &cur_p, typical_p, min_keep);
break;
}
case 'p':{
llama_sample_top_p (ctx_main, &cur_p, top_p, min_keep);
break;
}
case 'm':{
llama_sample_min_p (ctx_main, &cur_p, min_p, min_keep);
break;
}
case 't':{
llama_sample_temp (ctx_main, &cur_p, temp);
break;
}
}
samplers_map[s](params, ctx_main, cur_p, min_keep);
}
id = llama_sample_token(ctx_main, &cur_p);

36
common/sampling.h
View file

@ -84,6 +84,42 @@ std::string llama_sampling_print(const llama_sampling_params & params);
// Print sampling order into a string
std::string llama_sampling_order_print(const llama_sampling_params & params);
void sample_top_k(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep);
void sample_top_p(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep);
void sample_tfs_z(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep);
void sample_typical_p(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep);
void sample_min_p(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep);
void sample_temp(
const llama_sampling_params & params,
struct llama_context * ctx_main,
llama_token_data_array & cur_p,
size_t & min_keep);
// this is a common sampling function used across the examples for convenience
// it can serve as a starting point for implementing your own sampling function
// Note: When using multiple sequences, it is the caller's responsibility to call