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@@ -75,7 +75,7 @@ typedef struct {
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int seq_len; // max sequence length
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} Config;
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-typedef struct {
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+struct TransformerWeights {
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// token embedding table
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float* token_embedding_table; // (vocab_size, dim)
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// weights for rmsnorms
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@@ -97,7 +97,22 @@ typedef struct {
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// float* freq_cis_imag; // (seq_len, dim/2)
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// (optional) classifier weights for the logits, on the last layer
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float* wcls;
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-} TransformerWeights;
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+
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+ ~TransformerWeights() {
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+ delete[] token_embedding_table;
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+ delete[] rms_att_weight;
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+ delete[] rms_ffn_weight;
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+ delete[] wq;
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+ delete[] wk;
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+ delete[] wv;
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+ delete[] wo;
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+ delete[] w1;
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+ delete[] w2;
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+ delete[] w3;
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+ delete[] rms_final_weight;
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+ delete[] wcls;
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+ }
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+};
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void malloc_weights(TransformerWeights* w, Config* p, bool shared_weights) {
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// we calloc instead of malloc to keep valgrind happy
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@@ -173,21 +188,6 @@ int checkpoint_init_weights(TransformerWeights *w, Config* p, FILE* f, bool shar
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return 0;
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}
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-void free_weights(TransformerWeights* w) {
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- delete w->token_embedding_table;
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- delete w->rms_att_weight;
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- delete w->rms_ffn_weight;
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- delete w->wq;
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- delete w->wk;
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- delete w->wv;
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- delete w->wo;
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- delete w->w1;
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- delete w->w2;
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- delete w->w3;
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- delete w->rms_final_weight;
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- if (w->wcls) delete w->wcls;
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-}
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-
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void print_sample_weights(TransformerWeights *w){
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printf("----- Quick print of first of the weight vales of all the variables\n");
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printf("%f\n", w->token_embedding_table[0]);
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@@ -596,6 +596,10 @@ void load_vocab(const char *filename, Config *config, struct llama_vocab *vocab)
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// assume llama2.c vocabulary
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printf("Assuming llama2.c vocabulary since %s is not a gguf file\n", filename);
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llama_file file(filename, "rb");
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+ if (!file.fp) {
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+ fprintf(stderr, "error: %s: %s\n", strerror(errno), filename);
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+ exit(1);
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+ }
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const int n_vocab = config->vocab_size;
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/* uint32_t max_token_length = */ file.read_u32(); // unused
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vocab->id_to_token.resize(n_vocab);
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@@ -898,7 +902,7 @@ bool params_parse(int argc, char ** argv, struct train_params * params) {
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}
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std::string basename(const std::string &path) {
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- size_t pos = path.find_last_of("/");
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+ size_t pos = path.find_last_of("/\\");
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if (pos == std::string::npos) {
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return path;
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}
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@@ -911,7 +915,7 @@ int main(int argc, char ** argv) {
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return 1;
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}
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Config config;
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- TransformerWeights weights;
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+ TransformerWeights weights = {};
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{
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FILE *file = fopen(params.fn_llama2c_model, "rb");
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if (!file) { printf("Unable to open the checkpoint file %s!\n", params.fn_llama2c_model); return 1; }
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@@ -953,6 +957,5 @@ int main(int argc, char ** argv) {
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printf("Saving llama.c model file %s in ggml format at %s\n", params.fn_llama2c_model, params.fn_llama2c_output_model);
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ggml_free(model.ctx);
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- free_weights(&weights);
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return 0;
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}
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