Check for ###Prompt: or ###Response and stop generating and modify the default template a little bit.

gptj.cpp

@@ -691,9 +691,13 @@ void GPTJ::prompt(const std::string &prompt, std::function<bool(const std::strin
 
     // determine the required inference memory per token:
     static bool initialized = false;
+    static std::vector<gpt_vocab::id> p_instruct;
+    static std::vector<gpt_vocab::id> r_instruct;
     size_t mem_per_token = 0;
     if (!initialized) {
         gptj_eval(d_ptr->model, d_ptr->n_threads, 0, { 0, 1, 2, 3 }, ctx.logits, mem_per_token);
+        p_instruct = ::gpt_tokenize(d_ptr->vocab, "### Prompt:");
+        r_instruct = ::gpt_tokenize(d_ptr->vocab, "### Response:");
         initialized = true;
     }
 
@@ -717,6 +721,11 @@ void GPTJ::prompt(const std::string &prompt, std::function<bool(const std::strin
     }
     t_prompt_us += ggml_time_us() - t_start_prompt_us;
 
+    int p_instructFound = 0;
+    int r_instructFound = 0;
+
+    std::vector<gpt_vocab::id> cachedTokens;
+
     // predict next tokens
     int32_t totalPredictions = 0;
     for (int i = 0; i < n_predict; i++) {
@@ -736,15 +745,46 @@ void GPTJ::prompt(const std::string &prompt, std::function<bool(const std::strin
             std::cerr << "GPT-J ERROR: Failed to predict next token\n";
             return;
         }
-        t_predict_us += ggml_time_us() - t_start_predict_us;
-        ctx.n_past += 1;
 
-        // display text
+        cachedTokens.emplace_back(id);
-        ++totalPredictions;
+
-        if (id == 50256 /*end of text*/ || !response(d_ptr->vocab.id_to_token[id]))
+        // Check if this token is next token for p_instruct or r_instruct
-            break;
+        if (p_instruct.at(p_instructFound) == id) {
+            ++p_instructFound;
+            if (p_instructFound == p_instruct.size()) {
+                fprintf(stderr, "Warning: Tried to generate \"### Prompt:\" stopping.\n");
+                fflush(stderr);
+                goto stop_generating;
+            }
+            continue;
+        } else
+            p_instructFound = 0;
+
+        if (r_instruct.at(r_instructFound) == id) {
+            ++r_instructFound;
+            if (r_instructFound == r_instruct.size()) {
+                fprintf(stderr, "Warning: Tried to generate \"### Response:\" stopping.\n");
+                fflush(stderr);
+                goto stop_generating;
+            }
+            continue;
+        } else
+            r_instructFound = 0;
+
+        t_predict_us += ggml_time_us() - t_start_predict_us;
+        for (int j = 0; j < cachedTokens.size(); ++j) {
+            gpt_vocab::id cachedToken = cachedTokens.at(j);
+            ctx.n_past += 1;
+            // display text
+            ++totalPredictions;
+            if (id == 50256 /*end of text*/ || !response(d_ptr->vocab.id_to_token[cachedToken]))
+                goto stop_generating;
+        }
+        cachedTokens.clear();
     }
 
+stop_generating:
+
 #if 0
     // report timing
     {

main.qml

@@ -59,12 +59,13 @@ Window {
         property int topK: 40
         property int maxLength: 4096
         property int promptBatchSize: 9
-        property string promptTemplate: "Below is a prompt for either a task to complete or a piece of conversation. Decide which and write an appropriate response to the prompt.
 
+        property string defaultPromptTemplate: "The prompt below is a question to answer, a task to complete, or a conversation to respond to; decide which and write an appropriate response.
 ### Prompt:
 %1
-### Response:
+### Response:\n"
-"
+
+        property string promptTemplate: ""
 
         function restoreDefaults() {
             temperature = 0.9;
@@ -72,12 +73,11 @@ Window {
             topK = 40;
             maxLength = 4096;
             promptBatchSize = 9;
-            promptTemplate = "Below is a prompt for either a task to complete or a piece of conversation. Decide which and write an appropriate response to the prompt.
+            promptTemplate = defaultPromptTemplate;
+        }
 
-### Prompt:
+        Component.onCompleted: {
-%1
+            promptTemplate = defaultPromptTemplate;
-### Response:
-";
         }
 
         GridLayout {