From 4d1804330e51e57068673694e9c9546e71d467df Mon Sep 17 00:00:00 2001
From: FSSRepo <go778sgt@gmail.com>
Date: Mon, 16 Oct 2023 16:31:17 -0400
Subject: [PATCH] fix llava implementation

---
 examples/server/index.html.hpp    | 3042 ++++++++++++++---------------
 examples/server/public/index.html |    2 +-
 examples/server/server.cpp        |   18 +-
 3 files changed, 1535 insertions(+), 1527 deletions(-)

diff --git a/examples/server/index.html.hpp b/examples/server/index.html.hpp
index 09ba4d74c..f6f157b86 100644
--- a/examples/server/index.html.hpp
+++ b/examples/server/index.html.hpp
@@ -1037,1612 +1037,1612 @@ unsigned char index_html[] = {
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+  0x20, 0x61, 0x63, 0x63, 0x65, 0x70, 0x74, 0x3d, 0x22, 0x69, 0x6d, 0x61,
+  0x67, 0x65, 0x2f, 0x2a, 0x22, 0x20, 0x73, 0x74, 0x79, 0x6c, 0x65, 0x3d,
+  0x22, 0x64, 0x69, 0x73, 0x70, 0x6c, 0x61, 0x79, 0x3a, 0x20, 0x6e, 0x6f,
+  0x6e, 0x65, 0x3b, 0x22, 0x3e, 0x3c, 0x2f, 0x64, 0x69, 0x76, 0x3e, 0x0a,
+  0x20, 0x20, 0x3c, 0x64, 0x69, 0x76, 0x20, 0x69, 0x64, 0x3d, 0x22, 0x70,
+  0x6f, 0x72, 0x74, 0x61, 0x6c, 0x22, 0x3e, 0x3c, 0x2f, 0x64, 0x69, 0x76,
+  0x3e, 0x0a, 0x3c, 0x2f, 0x62, 0x6f, 0x64, 0x79, 0x3e, 0x0a, 0x0a, 0x3c,
+  0x2f, 0x68, 0x74, 0x6d, 0x6c, 0x3e, 0x0a
 };
-unsigned int index_html_len = 31736;
+unsigned int index_html_len = 31735;
diff --git a/examples/server/public/index.html b/examples/server/public/index.html
index 3f11ccfd9..5f46fa808 100644
--- a/examples/server/public/index.html
+++ b/examples/server/public/index.html
@@ -446,7 +446,7 @@
         ).join("\n"),
       });
       if(selected_image) {
-        prompt = `A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.\nUSER: [img-10]${msg}\nASSISTANT:`;
+        prompt = `A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.\nUSER:[img-10]${msg}\nASSISTANT:`;
       }
       await runLlama(prompt, {
         ...params.value,
diff --git a/examples/server/server.cpp b/examples/server/server.cpp
index 5fdcde6da..628094f7e 100644
--- a/examples/server/server.cpp
+++ b/examples/server/server.cpp
@@ -285,7 +285,7 @@ struct llama_client_slot
     int32_t n_past = 0;
     int32_t n_decoded = 0;
     int32_t i_batch   = -1;
-    int32_t num_prompt_tokens = 0;
+    size_t num_prompt_tokens = 0;
     int32_t num_prompt_tokens_processed = 0;
     int32_t n_remaining = -1;
 
@@ -347,6 +347,15 @@ struct llama_client_slot
             ctx_sampling.grammar = NULL;
         }
 
+#ifdef SERVER_MULTIMODAL_SUPPORT
+        for(slot_image img : images) {
+            free(img.image_embedding);
+            delete[] img.img_data.data;
+            img.prefix_prompt = "";
+        }
+        images.clear();
+#endif
+
         // llama_set_rng_seed(ctx, params.seed); in batched the seed matter???????
     }
 
@@ -893,7 +902,7 @@ struct llama_server_context
             const auto json_prompt = (image_idx >= slot.images.size()) ?
                 slot.params.input_suffix : // no more images, then process suffix prompt
                 (json)(slot.images[image_idx].prefix_prompt);
-            std::vector<llama_token> append_tokens = tokenize(json_prompt, true); // has next image
+            std::vector<llama_token> append_tokens = tokenize(json_prompt, false); // has next image
             for (int i = 0; i < append_tokens.size(); ++i) {
                 batch.token [batch.n_tokens] = append_tokens[i];
                 batch.pos   [batch.n_tokens] = slot.n_past;
@@ -1810,7 +1819,6 @@ static void parse_options_completion(const json &body, llama_client_slot* slot,
     const auto &images_data = body.find("image_data");
     if (images_data != body.end() && images_data->is_array())
     {
-        slot->images.clear();
         for (const auto &img : *images_data)
         {
             slot_image img_sl;
@@ -1821,10 +1829,10 @@ static void parse_options_completion(const json &body, llama_client_slot* slot,
             data_b64.clear();
             auto data = stbi_load_from_memory(image_buffer.data(), image_buffer.size(), &width, &height, &channels, 3);
             if(!data) {
-                LOG_TEE("slot %i - failed to load image\n", slot->id);
+                LOG_TEE("slot %i - failed to load image id= %i\n", slot->id, img_sl.id);
                 return;
             }
-            LOG_TEE("slot %i - RGB image %i loaded (%i x %i)\n", slot->id, img_sl.id, width, height);
+            LOG_TEE("slot %i - image id= %i loaded (%i x %i)\n", slot->id, img_sl.id, width, height);
             img_sl.img_data.nx = width;
             img_sl.img_data.ny = height;
             img_sl.img_data.size = width * height * 3;