server : token healing for infilling/FIM

Author: mare5x

examples/server/server.cpp

@@ -2088,6 +2088,8 @@ struct server_context {
                         slot.t_start_process_prompt = ggml_time_us();
                         slot.t_start_generation = 0;
 
+                        llama_token_healing_output token_healing_out{};
+
                         if (slot.infill) {
                             const bool add_bos = llama_should_add_bos_token(model);
                             bool suff_rm_leading_spc = true;
@@ -2107,6 +2109,12 @@ struct server_context {
                             prefix_tokens.insert(prefix_tokens.begin(), llama_token_prefix(model));
                             suffix_tokens.insert(suffix_tokens.begin(), llama_token_suffix(model));
 
+                            if (slot.sparams.token_healing_enabled) {
+                                // For FIM roll back only the prefix part (i.e. cursor location)
+                                token_healing_out = llama_token_healing_rollback(ctx, slot.sparams.token_healing_type,
+                                    prefix_tokens, slot.sparams.token_healing_n_rollback);
+                            }
+
                             auto embd_inp = params.spm_infill ? suffix_tokens : prefix_tokens;
                             auto embd_end = params.spm_infill ? prefix_tokens : suffix_tokens;
                             if (add_bos) {
@@ -2122,6 +2130,11 @@ struct server_context {
                             prompt_tokens = embd_inp;
                         } else {
                             prompt_tokens = tokenize(slot.prompt, system_prompt.empty()); // add BOS if there isn't system prompt
+
+                            if (slot.sparams.token_healing_enabled) {
+                                token_healing_out = llama_token_healing_rollback(ctx, slot.sparams.token_healing_type,
+                                    prompt_tokens, slot.sparams.token_healing_n_rollback);
+                            }
                         }
 
                         slot.n_past = 0;
@@ -2136,6 +2149,16 @@ struct server_context {
                             {"prompt_tokens",   tokens_to_str(ctx, prompt_tokens.cbegin(), prompt_tokens.cend())},
                         });
 
+                        if (slot.sparams.token_healing_enabled) {
+                            slot.n_th_prefix = token_healing_out.prefix.size();
+                            LOG_VERBOSE("token healing prompt", {
+                                {"id_slot", slot.id},
+                                {"id_task", slot.id_task},
+                                {"removed_suffix", token_healing_out.prefix},
+                                {"n_tokens_removed", token_healing_out.n_tokens_removed}
+                            });
+                        }
+
                         // empty prompt passed -> release the slot and send empty response
                         if (prompt_tokens.empty()) {
                             LOG_INFO("empty prompt - releasing slot", {
@@ -2151,21 +2174,6 @@ struct server_context {
                             continue;
                         }
 
-                        // Roll back prompt tokens if token healing
-                        llama_token_healing_output token_healing_out{};
-                        if (slot.sparams.token_healing_enabled) {
-                            token_healing_out = llama_token_healing_rollback(ctx, slot.sparams.token_healing_type,
-                                prompt_tokens, slot.sparams.token_healing_n_rollback);
-                            slot.n_th_prefix = token_healing_out.prefix.size();
-                            slot.n_prompt_tokens = prompt_tokens.size();
-                            LOG_VERBOSE("token healing prompt", {
-                                {"id_slot", slot.id},
-                                {"id_task", slot.id_task},
-                                {"removed_suffix", token_healing_out.prefix},
-                                {"n_tokens_removed", token_healing_out.n_tokens_removed}
-                            });
-                        }
-
                         if (slot.embedding) {
                             // this prompt is too large to process - discard it
                             if (slot.n_prompt_tokens > n_ubatch) {