diff --git a/src/tools/training_data_generator.cpp b/src/tools/training_data_generator.cpp
index e5534b69..cf4c2ac4 100644
--- a/src/tools/training_data_generator.cpp
+++ b/src/tools/training_data_generator.cpp
@@ -95,6 +95,9 @@ namespace Stockfish::Tools
             bool write_out_draw_game_in_training_data_generation = true;
             bool detect_draw_by_consecutive_low_score = true;
             bool detect_draw_by_insufficient_mating_material = true;
+            bool filter_captures = false;
+            bool filter_checks = false;
+            bool filter_promotions = false;
 
             uint64_t num_threads;
 
@@ -356,7 +359,11 @@ namespace Stockfish::Tools
                 // Filter for static positions using abs(qsearch_value - eval_value)
                 // sync_cout << pos.fen() << " | " << search_value << " | " << qsearch_value << " | " << eval_value << sync_endl;
                 if (ply >= params.write_minply && !was_seen_before(pos)
-                    && !pos.checkers() && pos.nnue_applicable() && std::abs(qsearch_value - eval_value) <= params.eval_diff_limit)
+                    && !pos.checkers() && pos.nnue_applicable()
+                    && std::abs(qsearch_value - eval_value) <= params.eval_diff_limit
+                    && !(params.filter_captures && pos.capture(search_pv[0]))
+                    && !(params.filter_checks && pos.gives_check(search_pv[0]))
+                    && !(params.filter_promotions && (type_of(search_pv[0]) == PROMOTION || type_of(search_pv[0]) == PIECE_PROMOTION)))
                 {
                     auto& psv = packed_sfens.emplace_back();
 
@@ -797,6 +804,12 @@ namespace Stockfish::Tools
                 is >> params.detect_draw_by_consecutive_low_score;
             else if (token == "adjudicate_draws_by_insufficient_material")
                 is >> params.detect_draw_by_insufficient_mating_material;
+            else if (token == "filter_captures")
+                is >> params.filter_captures;
+            else if (token == "filter_checks")
+                is >> params.filter_checks;
+            else if (token == "filter_promotions")
+                is >> params.filter_promotions;
             else if (token == "data_format")
                 is >> sfen_format;
             else if (token == "seed")
@@ -875,7 +888,10 @@ namespace Stockfish::Tools
             << "  - random_file_name       = " << random_file_name << endl
             << "  - write_drawn_games      = " << params.write_out_draw_game_in_training_data_generation << endl
             << "  - draw by low score      = " << params.detect_draw_by_consecutive_low_score << endl
-            << "  - draw by insuff. mat.   = " << params.detect_draw_by_insufficient_mating_material << endl;
+            << "  - draw by insuff. mat.   = " << params.detect_draw_by_insufficient_mating_material << endl
+            << "  - filter_captures        = " << params.filter_captures << endl
+            << "  - filter_checks          = " << params.filter_checks << endl
+            << "  - filter_promotions      = " << params.filter_promotions << endl;
 
         // Show if the training data generator uses NNUE.
         Eval::NNUE::verify();