diff --git a/.gitattributes b/.gitattributes
index b73104383dff24f809472d298f5f3ab0cb1ddecc..10b07e4cc20168a4a53996dcb92c931ec8d9c7b8 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -60,3 +60,4 @@ mn-coding-uv-1.5e6-32k-ds-r1-1.5b-svd_muon-ulr1.5e-6-vlr1.5e-6-none-muonadamlr1e
 coding-uv-1e6-16k-ds-r1-1.5b-svd_muon-ulr1e-6-vlr1e-6-none-muonadamlr1e-6/global_step_80/actor/huggingface/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 coding-uv-1e6-32k-ds-r1-1.5b-svd_muon-ulr1e-6-vlr1e-6-none-muonadamlr1e-6/global_step_261/actor/huggingface/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 mn-coding-uv-1e6-32k-ds-r1-1.5b-svd_muon-ulr1e-6-vlr1e-6-none-muonadamlr1e-6/global_step_280/actor/huggingface/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_27.pt b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_27.pt
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diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_3.pt b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_3.pt
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diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_30.pt b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_30.pt
new file mode 100644
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diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_5.pt b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/extra_state_world_size_32_rank_5.pt
new file mode 100644
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diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/fsdp_config.json b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/fsdp_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..504c844e502dfb07beb71c2d5b170c5bfae2dbd3
--- /dev/null
+++ b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/fsdp_config.json
@@ -0,0 +1,4 @@
+{
+    "FSDP_version": 2,
+    "world_size": 32
+}
\ No newline at end of file
diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/chat_template.jinja b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..c2066bd7391c270626e39c9d7124f00360126412
--- /dev/null
+++ b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/chat_template.jinja
@@ -0,0 +1 @@
+{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\n'}}{% endif %}
\ No newline at end of file
diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/config.json b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..88c9c17d727c3cac04bf4222ac9ea3779f41ff3f
--- /dev/null
+++ b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/config.json
@@ -0,0 +1,60 @@
+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151646,
+  "dtype": "float32",
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 1536,
+  "initializer_range": 0.02,
+  "intermediate_size": 8960,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 131072,
+  "max_window_layers": 21,
+  "model_type": "qwen2",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 2,
+  "pad_token_id": 151643,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.57.6",
+  "use_cache": true,
+  "use_mrope": false,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}
diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/generation_config.json b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c2d8e16ea86adf9674a298ad1a1bb8f0c6c2d4e
--- /dev/null
+++ b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/generation_config.json
@@ -0,0 +1,9 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 151646,
+  "do_sample": true,
+  "eos_token_id": 151643,
+  "temperature": 0.6,
+  "top_p": 0.95,
+  "transformers_version": "4.57.6"
+}
diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/special_tokens_map.json b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/special_tokens_map.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d385d62cf08bca35254547902b792c243656ec1
--- /dev/null
+++ b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/special_tokens_map.json
@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<｜begin▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}
diff --git a/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/tokenizer.json b/mn-coding-uv-2e6-32k-ds-r1-1.5b-svd_muon-ulr2e-6-vlr2e-6-none-muonadamlr1e-6/global_step_160/actor/huggingface/tokenizer.json
new file mode 100644
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