diff --git a/gpttype_adapter.cpp b/gpttype_adapter.cpp
index 55ba69a12..3d131a8ce 100644
--- a/gpttype_adapter.cpp
+++ b/gpttype_adapter.cpp
@@ -551,7 +551,7 @@ void ContextRewind(std::vector<int> &embd, std::vector<int> &current_context_tok
     }
     if(file_format == FileFormat::RWKV_1 || file_format==FileFormat::RWKV_2 || is_recurrent)
     {
-        if(!showed_rnn_warning)
+        if(!showed_rnn_warning && debugmode==1 && !is_quiet)
         {
             showed_rnn_warning = true;
             printf("\nWARNING: RNN models do not support context rewind!\n");
diff --git a/otherarch/acestep/ace-qwen3.cpp b/otherarch/acestep/ace-qwen3.cpp
index 32e16cd90..87d500bd5 100644
--- a/otherarch/acestep/ace-qwen3.cpp
+++ b/otherarch/acestep/ace-qwen3.cpp
@@ -1086,7 +1086,7 @@ static std::vector<std::string> run_phase2_batch(
         for (int v = 0; v < AUDIO_CODE_BASE; v++)
             if (v != TOKEN_IM_END) lg[v] = -1e9f;
 
-        int tok = kcpp_quick_sample(lg.data(),V,std::vector<int32_t>(),1.02f,top_p,30,temperature,acestep_lm_rng);
+        int tok = kcpp_quick_sample(lg.data(),V,std::vector<int32_t>(),1.03f,top_p,30,temperature,acestep_lm_rng);
         seqs[i].last_token = tok;
 
         if (tok == TOKEN_IM_END) {
@@ -1124,6 +1124,7 @@ static std::vector<std::string> run_phase2_batch(
     for (int i = 0; i < N; i++)
         if (seqs[i].done) n_active--;
 
+    std::vector<int32_t> quicklastntoks;
     for (int step = 0; step < max_tokens && n_active > 0; step++) {
         // Collect tokens (done sequences feed their last token, result ignored)
         for (int i = 0; i < N; i++)
@@ -1157,7 +1158,11 @@ static std::vector<std::string> run_phase2_batch(
             for (int v = 0; v < AUDIO_CODE_BASE; v++)
                 if (v != TOKEN_IM_END) lc[v] = -1e9f;
 
-            int tok = kcpp_quick_sample(lc,V,std::vector<int32_t>(),1.02f,top_p,30,temperature,acestep_lm_rng);
+            int tok = kcpp_quick_sample(lc,V,quicklastntoks,1.03f,top_p,30,temperature,acestep_lm_rng);
+            quicklastntoks.push_back(tok);
+            if (quicklastntoks.size()>32) {
+                quicklastntoks.erase(quicklastntoks.begin());
+            }
             seqs[i].last_token = tok;
 
             if (tok == TOKEN_IM_END) {