Allow overriding hardcoded max_seq_len by cmdline argument seq_len.

Adds a SetMaxSeqLen method to ModelConfig to handle updating both max_seq_len and global attention window sizes. The Gemma constructor now checks if the provided inference seq_len exceeds the model's max_seq_len and, if so, emits a warning and updates the config.

This prevents clipping context to the hard-coded maximum.

PiperOrigin-RevId: 853676074

gemma/configs.h

@@ -428,6 +428,18 @@ struct ModelConfig : public IFields {
   // The third ctor also expects a string returned by this.
   std::string Specifier() const;
 
+  // Overwrites `max_seq_len` with `new_max_seq_len` and updates all global
+  // layers' attention window sizes to `new_max_seq_len`. This function must be
+  // called before instantiating the KVCache object.
+  void SetMaxSeqLen(size_t new_max_seq_len) {
+    for (size_t i = 0; i < attention_window_sizes.size(); ++i) {
+      if (attention_window_sizes[i] == max_seq_len) {
+        attention_window_sizes[i] = new_max_seq_len;
+      }
+    }
+    max_seq_len = new_max_seq_len;
+  }
+
   void AddLayerConfig(const LayerConfig& layer_config) {
     layer_configs.push_back(layer_config);
     HWY_ASSERT(layer_configs.size() <= num_layers);
@@ -516,7 +528,7 @@ ModelConfig GetVitConfig(const ModelConfig& config);
 
 enum DeducedLayerTypes {
   kDeducedViT = 2,
-  kDeduced448 = 4,   // For ViT, 448x448 resolution instead of 224x224.
+  kDeduced448 = 4,  // For ViT, 448x448 resolution instead of 224x224.
   kDeducedKqNorm = 8,
 };
 

gemma/gemma.cc

@@ -18,6 +18,9 @@
 
 #include "gemma/gemma.h"
 
+#include <cmath>
+#include <cstddef>
+#include <cstdint>
 #include <optional>
 
 #include "compression/types.h"  // GEMMA_DISABLED_TARGETS
@@ -556,10 +559,10 @@ static size_t PrefillTBatchOrQBatch(const ModelConfig& config,
 }
 
 static void StreamAndUpdateEOSAfterPrefill(const ModelConfig& config,
-                                          const RuntimeConfig& runtime_config,
+                                           const RuntimeConfig& runtime_config,
-                                          QBatch& qbatch,
+                                           QBatch& qbatch,
-                                          hwy::BitSet4096<>& non_eos,
+                                           hwy::BitSet4096<>& non_eos,
-                                          size_t qi) {
+                                           size_t qi) {
   const size_t last_pos_in_prompt = qbatch.Pos(qi) - qbatch.InitialPos(qi);
 
   const size_t pos = qbatch.Pos(qi);  // during prefill, pos is still correct.
@@ -745,6 +748,12 @@ Gemma::Gemma(const GemmaArgs& args, ThreadingContext& ctx)
       chat_template_(model_.Tokenizer(), model_.Config().model),
       inference_(args.inference),
       aes_ctr_engine_(args.inference.deterministic) {
+  if (args.inference.seq_len > model_.Config().max_seq_len) {
+    HWY_WARN(
+        "Overriding model's max_seq_len=%u with user provided seq_len=%zu.",
+        model_.Config().max_seq_len, args.inference.seq_len);
+    model_.MutableConfig().SetMaxSeqLen(args.inference.seq_len);
+  }
   // Negligible CPU time in the ctor body (except ReadFromBlobs).
   weight_read_mode_ = weights_.ReadFromBlobs(model_, reader_, args.loader,
                                              args.inference, mat_owners_, ctx);

gemma/model_store.cc

@@ -387,7 +387,7 @@ void ModelStore::CreateMatPtrs(BlobReader& reader) {
 }
 
 ModelStore::ModelStore(BlobReader& reader, const Path& tokenizer_path,
-                         Tristate wrapping)
+                       Tristate wrapping)
     : config_(ReadOrDeduceConfig(reader, wrapping)),
       tokenizer_(ReadTokenizer(reader, tokenizer_path)) {
   if (!ReadMatPtrs(reader)) {  // Pre-2025 format.

gemma/model_store.h

@@ -39,6 +39,8 @@
 
 namespace gcpp {
 
+class Gemma;
+
 // Reads and holds the model config, tokenizer and all `MatPtr`: everything
 // except the tensor data, which are read/written by `weights.cc`.
 //
@@ -60,6 +62,11 @@ class ModelStore {
     return config_;
   }
 
+  ModelConfig& MutableConfig() {
+    HWY_ASSERT(config_.model != Model::UNKNOWN);
+    return config_;
+  }
+
   const GemmaTokenizer& Tokenizer() const { return tokenizer_; }
 
   // Returns nullptr if `name` is not available for loading, otherwise the