From 03f7e335604b3d68f74995aa2ccb4955833ee423 Mon Sep 17 00:00:00 2001
From: Georgi Gerganov <ggerganov@gmail.com>
Date: Sat, 25 Mar 2023 20:51:14 +0200
Subject: Cleanup STL headers + fix embedding examples + minor stuff

---
 examples/embedding/embedding.cpp   | 15 +++++----------
 examples/perplexity/perplexity.cpp |  8 --------
 2 files changed, 5 insertions(+), 18 deletions(-)

(limited to 'examples')

diff --git a/examples/embedding/embedding.cpp b/examples/embedding/embedding.cpp
index 3015293..d397f35 100644
--- a/examples/embedding/embedding.cpp
+++ b/examples/embedding/embedding.cpp
@@ -1,15 +1,6 @@
 #include "common.h"
 #include "llama.h"
 
-#include <cassert>
-#include <cinttypes>
-#include <cmath>
-#include <cstdio>
-#include <cstring>
-#include <fstream>
-#include <string>
-#include <vector>
-
 int main(int argc, char ** argv) {
     gpt_params params;
     params.model = "models/llama-7B/ggml-model.bin";
@@ -94,9 +85,13 @@ int main(int argc, char ** argv) {
             }
         }
 
+        const int n_embd = llama_n_embd(ctx);
         const auto embeddings = llama_get_embeddings(ctx);
 
-        // TODO: print / use the embeddings
+        for (int i = 0; i < n_embd; i++) {
+            printf("%f ", embeddings[i]);
+        }
+        printf("\n");
     }
 
     llama_print_timings(ctx);
diff --git a/examples/perplexity/perplexity.cpp b/examples/perplexity/perplexity.cpp
index f0266a0..f617ba3 100644
--- a/examples/perplexity/perplexity.cpp
+++ b/examples/perplexity/perplexity.cpp
@@ -1,14 +1,6 @@
 #include "common.h"
 #include "llama.h"
 
-#include <cassert>
-#include <cinttypes>
-#include <cmath>
-#include <cstdio>
-#include <cstring>
-#include <string>
-#include <vector>
-
 std::vector<double> softmax(const std::vector<float>& logits) {
     std::vector<double> probs(logits.size());
     float max_logit = logits[0];
-- 
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