embedding : show full embedding for single prompt (ggerganov#6342)

* embedding : show full embedding for single prompt To support the use case of creating an embedding for a given prompt, the entire embedding and not just the first part needed to be printed. Also, show cosine similarity matrix only if there is more than one prompt, as the cosine similarity matrix for a single prompt is always `1.00`. * Update examples/embedding/embedding.cpp --------- Co-authored-by: Georgi Gerganov <[email protected]>
tybalex · Apr 17, 2024 · d65bd4b · d65bd4b
1 parent 593fbaa
commit d65bd4b
Showing 1 changed file with 11 additions and 9 deletions.
diff --git a/examples/embedding/embedding.cpp b/examples/embedding/embedding.cpp
@@ -178,25 +178,27 @@ int main(int argc, char ** argv) {
  float * out = emb + p * n_embd;
  batch_decode(ctx, batch, out, s, n_embd);
 
- // print the first part of the embeddings
+ // print the first part of the embeddings or for a single prompt, the full embedding
  fprintf(stdout, "\n");
  for (int j = 0; j < n_prompts; j++) {
  fprintf(stdout, "embedding %d: ", j);
- for (int i = 0; i < std::min(16, n_embd); i++) {
+ for (int i = 0; i < (n_prompts > 1 ? std::min(16, n_embd) : n_embd); i++) {
  fprintf(stdout, "%9.6f ", emb[j * n_embd + i]);
  }
  fprintf(stdout, "\n");
  }
 
  // print cosine similarity matrix
- fprintf(stdout, "\n");
- printf("cosine similarity matrix:\n\n");
- for (int i = 0; i < n_prompts; i++) {
- for (int j = 0; j < n_prompts; j++) {
- float sim = llama_embd_similarity_cos(emb + i * n_embd, emb + j * n_embd, n_embd);
- fprintf(stdout, "%6.2f ", sim);
- }
+ if (n_prompts > 1) {
  fprintf(stdout, "\n");
+ printf("cosine similarity matrix:\n\n");
+ for (int i = 0; i < n_prompts; i++) {
+ for (int j = 0; j < n_prompts; j++) {
+ float sim = llama_embd_similarity_cos(emb + i * n_embd, emb + j * n_embd, n_embd);
+ fprintf(stdout, "%6.2f ", sim);
+ }
+ fprintf(stdout, "\n");
+ }
  }
 
  // clean up