add mtp

chat_template.jinja

@@ -0,0 +1,101 @@
+{%- 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='', is_first_sp=true, is_last_user=false) %}
+{%- for message in messages %}
+    {%- if message['role'] == 'system' %}
+        {%- if ns.is_first_sp %}
+            {%- set ns.system_prompt = ns.system_prompt + message['content'] %}
+            {%- set ns.is_first_sp = false %}
+        {%- else %}
+            {%- set ns.system_prompt = ns.system_prompt + '\n\n' + message['content'] %}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+
+{#- Adapted from https://github.com/sgl-project/sglang/blob/main/examples/chat_template/tool_chat_template_deepseekr1.jinja #}
+{%- if tools is defined and tools is not none %}
+    {%- set tool_ns = namespace(text='You are a helpful assistant with tool calling capabilities. ' + 'When a tool call is needed, you MUST use the following format to issue the call:\n' + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>FUNCTION_NAME\n' + '```json\n{"param1": "value1", "param2": "value2"}\n```<｜tool▁call▁end｜><｜tool▁calls▁end｜>\n\n' + 'Make sure the JSON is valid.' + '## Tools\n\n### Function\n\nYou have the following functions available:\n\n') %}
+    {%- for tool in tools %}
+        {%- set tool_ns.text = tool_ns.text + '\n```json\n' + (tool | tojson) + '\n```\n' %}
+    {%- endfor %}
+    {%- if ns.system_prompt|length != 0 %}
+        {%- set ns.system_prompt = ns.system_prompt + '\n\n' + tool_ns.text %}
+    {%- else %}
+        {%- set ns.system_prompt = tool_ns.text %}
+    {%- endif %}
+{%- endif %}
+{{- bos_token }}
+{{- ns.system_prompt }}
+{%- set last_index = (messages|length - 1) %}
+{%- for message in messages %}
+    {%- set content = message['content'] %}
+    {%- if message['role'] == 'user' %}
+        {%- set ns.is_tool = false -%}
+        {%- set ns.is_first = false -%}
+        {%- set ns.is_last_user = true -%}
+        {%- if loop.index0 == last_index %}
+            {{- '<｜User｜>' + content }}
+        {%- else %}
+            {{- '<｜User｜>' + content + '<｜Assistant｜>'}}
+        {%- endif %}
+    {%- endif %}
+    {%- if message['role'] == 'assistant' %}
+        {%- if '</think>' in content %}
+            {%- set content = (content.split('</think>')|last) %}
+        {%- endif %}
+    {%- endif %}
+    {%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}
+        {%- set ns.is_last_user = false -%}
+        {%- if ns.is_tool %}
+            {{- '<｜tool▁outputs▁end｜>'}}
+        {%- endif %}
+        {%- set ns.is_first = false %}
+        {%- set ns.is_tool = false -%}
+        {%- set ns.is_output_first = true %}
+        {%- for tool in message['tool_calls'] %}
+            {%- set arguments = tool['function']['arguments'] %}
+            {%- if arguments is not string %}
+                {%- set arguments = arguments|tojson %}
+            {%- endif %}
+            {%- if not ns.is_first %}
+                {%- if content is none %}
+                    {{- '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + arguments + '\n' + '```' + '<｜tool▁call▁end｜>'}}
+                }
+                {%- else %}
+                    {{- content + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + arguments + '\n' + '```' + '<｜tool▁call▁end｜>'}}
+                {%- endif %}
+                {%- set ns.is_first = true -%}
+            {%- else %}
+                {{- '\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\n' + '```json' + '\n' + arguments + '\n' + '```' + '<｜tool▁call▁end｜>'}}
+            {%- endif %}
+        {%- endfor %}
+        {{- '<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}
+    {%- endif %}
+    {%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}
+        {%- set ns.is_last_user = false -%}
+        {%- if ns.is_tool %}
+            {{- '<｜tool▁outputs▁end｜>' + content + '<｜end▁of▁sentence｜>'}}
+            {%- set ns.is_tool = false -%}
+        {%- else %}
+            {{- content + '<｜end▁of▁sentence｜>'}}
+        {%- endif %}
+    {%- endif %}
+    {%- if message['role'] == 'tool' %}
+        {%- set ns.is_last_user = false -%}
+        {%- set ns.is_tool = true -%}
+        {%- if ns.is_output_first %}
+            {{- '<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}
+            {%- set ns.is_output_first = false %}
+        {%- else %}
+            {{- '\n<｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'}}
+        {%- endif %}
+    {%- endif %}
+{%- endfor -%}
+{%- if ns.is_tool %}
+    {{- '<｜tool▁outputs▁end｜>'}}
+{%- endif %}
+{#- if add_generation_prompt and not ns.is_last_user and not ns.is_tool #}
+{%- if add_generation_prompt and not ns.is_tool %}
+    {{- '<｜Assistant｜>'}}
+{%- endif %}

config.json

@@ -10,6 +10,7 @@
     "AutoModelForCausalLM": "modeling_deepseek.DeepseekV3ForCausalLM"
   },
   "bos_token_id": 0,
+  "dtype": "bfloat16",
   "eos_token_id": 1,
   "ep_size": 1,
   "first_k_dense_replace": 3,
@@ -38,6 +39,7 @@
   "quantization_config": {
     "algo_config": null,
     "exclude": [
+      "re:model.layers.61.*",
       "model.layers.0.self_attn.q_a_proj",
       "model.layers.0.self_attn.q_b_proj",
       "model.layers.0.self_attn.kv_a_proj_with_mqa",
@@ -343,6 +345,785 @@
       "model.layers.60.self_attn.kv_a_proj_with_mqa",
       "model.layers.60.self_attn.kv_b_proj",
       "model.layers.60.self_attn.o_proj",
+      "model.layers.61.embed_tokens",
+      "model.layers.61.eh_proj",
+      "model.layers.61.self_attn.q_a_proj",
+      "model.layers.61.self_attn.q_b_proj",
+      "model.layers.61.self_attn.kv_a_proj_with_mqa",
+      "model.layers.61.self_attn.kv_b_proj",
+      "model.layers.61.self_attn.o_proj",
+      "model.layers.61.mlp.experts.0.gate_proj",
+      "model.layers.61.mlp.experts.0.up_proj",
+      "model.layers.61.mlp.experts.0.down_proj",
+      "model.layers.61.mlp.experts.1.gate_proj",
+      "model.layers.61.mlp.experts.1.up_proj",
+      "model.layers.61.mlp.experts.1.down_proj",
+      "model.layers.61.mlp.experts.2.gate_proj",
+      "model.layers.61.mlp.experts.2.up_proj",
+      "model.layers.61.mlp.experts.2.down_proj",
+      "model.layers.61.mlp.experts.3.gate_proj",
+      "model.layers.61.mlp.experts.3.up_proj",
+      "model.layers.61.mlp.experts.3.down_proj",
+      "model.layers.61.mlp.experts.4.gate_proj",
+      "model.layers.61.mlp.experts.4.up_proj",
+      "model.layers.61.mlp.experts.4.down_proj",
+      "model.layers.61.mlp.experts.5.gate_proj",
+      "model.layers.61.mlp.experts.5.up_proj",
+      "model.layers.61.mlp.experts.5.down_proj",
+      "model.layers.61.mlp.experts.6.gate_proj",
+      "model.layers.61.mlp.experts.6.up_proj",
+      "model.layers.61.mlp.experts.6.down_proj",
+      "model.layers.61.mlp.experts.7.gate_proj",
+      "model.layers.61.mlp.experts.7.up_proj",
+      "model.layers.61.mlp.experts.7.down_proj",
+      "model.layers.61.mlp.experts.8.gate_proj",
+      "model.layers.61.mlp.experts.8.up_proj",
+      "model.layers.61.mlp.experts.8.down_proj",
+      "model.layers.61.mlp.experts.9.gate_proj",
+      "model.layers.61.mlp.experts.9.up_proj",
+      "model.layers.61.mlp.experts.9.down_proj",
+      "model.layers.61.mlp.experts.10.gate_proj",
+      "model.layers.61.mlp.experts.10.up_proj",
+      "model.layers.61.mlp.experts.10.down_proj",
+      "model.layers.61.mlp.experts.11.gate_proj",
+      "model.layers.61.mlp.experts.11.up_proj",
+      "model.layers.61.mlp.experts.11.down_proj",
+      "model.layers.61.mlp.experts.12.gate_proj",
+      "model.layers.61.mlp.experts.12.up_proj",
+      "model.layers.61.mlp.experts.12.down_proj",
+      "model.layers.61.mlp.experts.13.gate_proj",
+      "model.layers.61.mlp.experts.13.up_proj",
+      "model.layers.61.mlp.experts.13.down_proj",
+      "model.layers.61.mlp.experts.14.gate_proj",
+      "model.layers.61.mlp.experts.14.up_proj",
+      "model.layers.61.mlp.experts.14.down_proj",
+      "model.layers.61.mlp.experts.15.gate_proj",
+      "model.layers.61.mlp.experts.15.up_proj",
+      "model.layers.61.mlp.experts.15.down_proj",
+      "model.layers.61.mlp.experts.16.gate_proj",
+      "model.layers.61.mlp.experts.16.up_proj",
+      "model.layers.61.mlp.experts.16.down_proj",
+      "model.layers.61.mlp.experts.17.gate_proj",
+      "model.layers.61.mlp.experts.17.up_proj",
+      "model.layers.61.mlp.experts.17.down_proj",
+      "model.layers.61.mlp.experts.18.gate_proj",
+      "model.layers.61.mlp.experts.18.up_proj",
+      "model.layers.61.mlp.experts.18.down_proj",
+      "model.layers.61.mlp.experts.19.gate_proj",
+      "model.layers.61.mlp.experts.19.up_proj",
+      "model.layers.61.mlp.experts.19.down_proj",
+      "model.layers.61.mlp.experts.20.gate_proj",
+      "model.layers.61.mlp.experts.20.up_proj",
+      "model.layers.61.mlp.experts.20.down_proj",
+      "model.layers.61.mlp.experts.21.gate_proj",
+      "model.layers.61.mlp.experts.21.up_proj",
+      "model.layers.61.mlp.experts.21.down_proj",
+      "model.layers.61.mlp.experts.22.gate_proj",
+      "model.layers.61.mlp.experts.22.up_proj",
+      "model.layers.61.mlp.experts.22.down_proj",
+      "model.layers.61.mlp.experts.23.gate_proj",
+      "model.layers.61.mlp.experts.23.up_proj",
+      "model.layers.61.mlp.experts.23.down_proj",
+      "model.layers.61.mlp.experts.24.gate_proj",
+      "model.layers.61.mlp.experts.24.up_proj",
+      "model.layers.61.mlp.experts.24.down_proj",
+      "model.layers.61.mlp.experts.25.gate_proj",
+      "model.layers.61.mlp.experts.25.up_proj",
+      "model.layers.61.mlp.experts.25.down_proj",
+      "model.layers.61.mlp.experts.26.gate_proj",
+      "model.layers.61.mlp.experts.26.up_proj",
+      "model.layers.61.mlp.experts.26.down_proj",
+      "model.layers.61.mlp.experts.27.gate_proj",
+      "model.layers.61.mlp.experts.27.up_proj",
+      "model.layers.61.mlp.experts.27.down_proj",
+      "model.layers.61.mlp.experts.28.gate_proj",
+      "model.layers.61.mlp.experts.28.up_proj",
+      "model.layers.61.mlp.experts.28.down_proj",
+      "model.layers.61.mlp.experts.29.gate_proj",
+      "model.layers.61.mlp.experts.29.up_proj",
+      "model.layers.61.mlp.experts.29.down_proj",
+      "model.layers.61.mlp.experts.30.gate_proj",
+      "model.layers.61.mlp.experts.30.up_proj",
+      "model.layers.61.mlp.experts.30.down_proj",
+      "model.layers.61.mlp.experts.31.gate_proj",
+      "model.layers.61.mlp.experts.31.up_proj",
+      "model.layers.61.mlp.experts.31.down_proj",
+      "model.layers.61.mlp.experts.32.gate_proj",
+      "model.layers.61.mlp.experts.32.up_proj",
+      "model.layers.61.mlp.experts.32.down_proj",
+      "model.layers.61.mlp.experts.33.gate_proj",
+      "model.layers.61.mlp.experts.33.up_proj",
+      "model.layers.61.mlp.experts.33.down_proj",
+      "model.layers.61.mlp.experts.34.gate_proj",
+      "model.layers.61.mlp.experts.34.up_proj",
+      "model.layers.61.mlp.experts.34.down_proj",
+      "model.layers.61.mlp.experts.35.gate_proj",
+      "model.layers.61.mlp.experts.35.up_proj",
+      "model.layers.61.mlp.experts.35.down_proj",
+      "model.layers.61.mlp.experts.36.gate_proj",
+      "model.layers.61.mlp.experts.36.up_proj",
+      "model.layers.61.mlp.experts.36.down_proj",
+      "model.layers.61.mlp.experts.37.gate_proj",
+      "model.layers.61.mlp.experts.37.up_proj",
+      "model.layers.61.mlp.experts.37.down_proj",
+      "model.layers.61.mlp.experts.38.gate_proj",
+      "model.layers.61.mlp.experts.38.up_proj",
+      "model.layers.61.mlp.experts.38.down_proj",
+      "model.layers.61.mlp.experts.39.gate_proj",
+      "model.layers.61.mlp.experts.39.up_proj",
+      "model.layers.61.mlp.experts.39.down_proj",
+      "model.layers.61.mlp.experts.40.gate_proj",
+      "model.layers.61.mlp.experts.40.up_proj",
+      "model.layers.61.mlp.experts.40.down_proj",
+      "model.layers.61.mlp.experts.41.gate_proj",
+      "model.layers.61.mlp.experts.41.up_proj",
+      "model.layers.61.mlp.experts.41.down_proj",
+      "model.layers.61.mlp.experts.42.gate_proj",
+      "model.layers.61.mlp.experts.42.up_proj",
+      "model.layers.61.mlp.experts.42.down_proj",
+      "model.layers.61.mlp.experts.43.gate_proj",
+      "model.layers.61.mlp.experts.43.up_proj",
+      "model.layers.61.mlp.experts.43.down_proj",
+      "model.layers.61.mlp.experts.44.gate_proj",
+      "model.layers.61.mlp.experts.44.up_proj",
+      "model.layers.61.mlp.experts.44.down_proj",
+      "model.layers.61.mlp.experts.45.gate_proj",
+      "model.layers.61.mlp.experts.45.up_proj",
+      "model.layers.61.mlp.experts.45.down_proj",
+      "model.layers.61.mlp.experts.46.gate_proj",
+      "model.layers.61.mlp.experts.46.up_proj",
+      "model.layers.61.mlp.experts.46.down_proj",
+      "model.layers.61.mlp.experts.47.gate_proj",
+      "model.layers.61.mlp.experts.47.up_proj",
+      "model.layers.61.mlp.experts.47.down_proj",
+      "model.layers.61.mlp.experts.48.gate_proj",
+      "model.layers.61.mlp.experts.48.up_proj",
+      "model.layers.61.mlp.experts.48.down_proj",
+      "model.layers.61.mlp.experts.49.gate_proj",
+      "model.layers.61.mlp.experts.49.up_proj",
+      "model.layers.61.mlp.experts.49.down_proj",
+      "model.layers.61.mlp.experts.50.gate_proj",
+      "model.layers.61.mlp.experts.50.up_proj",
+      "model.layers.61.mlp.experts.50.down_proj",
+      "model.layers.61.mlp.experts.51.gate_proj",
+      "model.layers.61.mlp.experts.51.up_proj",
+      "model.layers.61.mlp.experts.51.down_proj",
+      "model.layers.61.mlp.experts.52.gate_proj",
+      "model.layers.61.mlp.experts.52.up_proj",
+      "model.layers.61.mlp.experts.52.down_proj",
+      "model.layers.61.mlp.experts.53.gate_proj",
+      "model.layers.61.mlp.experts.53.up_proj",
+      "model.layers.61.mlp.experts.53.down_proj",
+      "model.layers.61.mlp.experts.54.gate_proj",
+      "model.layers.61.mlp.experts.54.up_proj",
+      "model.layers.61.mlp.experts.54.down_proj",
+      "model.layers.61.mlp.experts.55.gate_proj",
+      "model.layers.61.mlp.experts.55.up_proj",
+      "model.layers.61.mlp.experts.55.down_proj",
+      "model.layers.61.mlp.experts.56.gate_proj",
+      "model.layers.61.mlp.experts.56.up_proj",
+      "model.layers.61.mlp.experts.56.down_proj",
+      "model.layers.61.mlp.experts.57.gate_proj",
+      "model.layers.61.mlp.experts.57.up_proj",
+      "model.layers.61.mlp.experts.57.down_proj",
+      "model.layers.61.mlp.experts.58.gate_proj",
+      "model.layers.61.mlp.experts.58.up_proj",
+      "model.layers.61.mlp.experts.58.down_proj",
+      "model.layers.61.mlp.experts.59.gate_proj",
+      "model.layers.61.mlp.experts.59.up_proj",
+      "model.layers.61.mlp.experts.59.down_proj",
+      "model.layers.61.mlp.experts.60.gate_proj",
+      "model.layers.61.mlp.experts.60.up_proj",
+      "model.layers.61.mlp.experts.60.down_proj",
+      "model.layers.61.mlp.experts.61.gate_proj",
+      "model.layers.61.mlp.experts.61.up_proj",
+      "model.layers.61.mlp.experts.61.down_proj",
+      "model.layers.61.mlp.experts.62.gate_proj",
+      "model.layers.61.mlp.experts.62.up_proj",
+      "model.layers.61.mlp.experts.62.down_proj",
+      "model.layers.61.mlp.experts.63.gate_proj",
+      "model.layers.61.mlp.experts.63.up_proj",
+      "model.layers.61.mlp.experts.63.down_proj",
+      "model.layers.61.mlp.experts.64.gate_proj",
+      "model.layers.61.mlp.experts.64.up_proj",
+      "model.layers.61.mlp.experts.64.down_proj",
+      "model.layers.61.mlp.experts.65.gate_proj",
+      "model.layers.61.mlp.experts.65.up_proj",
+      "model.layers.61.mlp.experts.65.down_proj",
+      "model.layers.61.mlp.experts.66.gate_proj",
+      "model.layers.61.mlp.experts.66.up_proj",
+      "model.layers.61.mlp.experts.66.down_proj",
+      "model.layers.61.mlp.experts.67.gate_proj",
+      "model.layers.61.mlp.experts.67.up_proj",
+      "model.layers.61.mlp.experts.67.down_proj",
+      "model.layers.61.mlp.experts.68.gate_proj",
+      "model.layers.61.mlp.experts.68.up_proj",
+      "model.layers.61.mlp.experts.68.down_proj",
+      "model.layers.61.mlp.experts.69.gate_proj",
+      "model.layers.61.mlp.experts.69.up_proj",
+      "model.layers.61.mlp.experts.69.down_proj",
+      "model.layers.61.mlp.experts.70.gate_proj",
+      "model.layers.61.mlp.experts.70.up_proj",
+      "model.layers.61.mlp.experts.70.down_proj",
+      "model.layers.61.mlp.experts.71.gate_proj",
+      "model.layers.61.mlp.experts.71.up_proj",
+      "model.layers.61.mlp.experts.71.down_proj",
+      "model.layers.61.mlp.experts.72.gate_proj",
+      "model.layers.61.mlp.experts.72.up_proj",
+      "model.layers.61.mlp.experts.72.down_proj",
+      "model.layers.61.mlp.experts.73.gate_proj",
+      "model.layers.61.mlp.experts.73.up_proj",
+      "model.layers.61.mlp.experts.73.down_proj",
+      "model.layers.61.mlp.experts.74.gate_proj",
+      "model.layers.61.mlp.experts.74.up_proj",
+      "model.layers.61.mlp.experts.74.down_proj",
+      "model.layers.61.mlp.experts.75.gate_proj",
+      "model.layers.61.mlp.experts.75.up_proj",
+      "model.layers.61.mlp.experts.75.down_proj",
+      "model.layers.61.mlp.experts.76.gate_proj",
+      "model.layers.61.mlp.experts.76.up_proj",
+      "model.layers.61.mlp.experts.76.down_proj",
+      "model.layers.61.mlp.experts.77.gate_proj",
+      "model.layers.61.mlp.experts.77.up_proj",
+      "model.layers.61.mlp.experts.77.down_proj",
+      "model.layers.61.mlp.experts.78.gate_proj",
+      "model.layers.61.mlp.experts.78.up_proj",
+      "model.layers.61.mlp.experts.78.down_proj",
+      "model.layers.61.mlp.experts.79.gate_proj",
+      "model.layers.61.mlp.experts.79.up_proj",
+      "model.layers.61.mlp.experts.79.down_proj",
+      "model.layers.61.mlp.experts.80.gate_proj",
+      "model.layers.61.mlp.experts.80.up_proj",
+      "model.layers.61.mlp.experts.80.down_proj",
+      "model.layers.61.mlp.experts.81.gate_proj",
+      "model.layers.61.mlp.experts.81.up_proj",
+      "model.layers.61.mlp.experts.81.down_proj",
+      "model.layers.61.mlp.experts.82.gate_proj",
+      "model.layers.61.mlp.experts.82.up_proj",
+      "model.layers.61.mlp.experts.82.down_proj",
+      "model.layers.61.mlp.experts.83.gate_proj",
+      "model.layers.61.mlp.experts.83.up_proj",
+      "model.layers.61.mlp.experts.83.down_proj",
+      "model.layers.61.mlp.experts.84.gate_proj",
+      "model.layers.61.mlp.experts.84.up_proj",
+      "model.layers.61.mlp.experts.84.down_proj",
+      "model.layers.61.mlp.experts.85.gate_proj",
+      "model.layers.61.mlp.experts.85.up_proj",
+      "model.layers.61.mlp.experts.85.down_proj",
+      "model.layers.61.mlp.experts.86.gate_proj",
+      "model.layers.61.mlp.experts.86.up_proj",
+      "model.layers.61.mlp.experts.86.down_proj",
+      "model.layers.61.mlp.experts.87.gate_proj",
+      "model.layers.61.mlp.experts.87.up_proj",
+      "model.layers.61.mlp.experts.87.down_proj",
+      "model.layers.61.mlp.experts.88.gate_proj",
+      "model.layers.61.mlp.experts.88.up_proj",
+      "model.layers.61.mlp.experts.88.down_proj",
+      "model.layers.61.mlp.experts.89.gate_proj",
+      "model.layers.61.mlp.experts.89.up_proj",
+      "model.layers.61.mlp.experts.89.down_proj",
+      "model.layers.61.mlp.experts.90.gate_proj",
+      "model.layers.61.mlp.experts.90.up_proj",
+      "model.layers.61.mlp.experts.90.down_proj",
+      "model.layers.61.mlp.experts.91.gate_proj",
+      "model.layers.61.mlp.experts.91.up_proj",
+      "model.layers.61.mlp.experts.91.down_proj",
+      "model.layers.61.mlp.experts.92.gate_proj",
+      "model.layers.61.mlp.experts.92.up_proj",
+      "model.layers.61.mlp.experts.92.down_proj",
+      "model.layers.61.mlp.experts.93.gate_proj",
+      "model.layers.61.mlp.experts.93.up_proj",
+      "model.layers.61.mlp.experts.93.down_proj",
+      "model.layers.61.mlp.experts.94.gate_proj",
+      "model.layers.61.mlp.experts.94.up_proj",
+      "model.layers.61.mlp.experts.94.down_proj",
+      "model.layers.61.mlp.experts.95.gate_proj",
+      "model.layers.61.mlp.experts.95.up_proj",
+      "model.layers.61.mlp.experts.95.down_proj",
+      "model.layers.61.mlp.experts.96.gate_proj",
+      "model.layers.61.mlp.experts.96.up_proj",
+      "model.layers.61.mlp.experts.96.down_proj",
+      "model.layers.61.mlp.experts.97.gate_proj",
+      "model.layers.61.mlp.experts.97.up_proj",
+      "model.layers.61.mlp.experts.97.down_proj",
+      "model.layers.61.mlp.experts.98.gate_proj",
+      "model.layers.61.mlp.experts.98.up_proj",
+      "model.layers.61.mlp.experts.98.down_proj",
+      "model.layers.61.mlp.experts.99.gate_proj",
+      "model.layers.61.mlp.experts.99.up_proj",
+      "model.layers.61.mlp.experts.99.down_proj",
+      "model.layers.61.mlp.experts.100.gate_proj",
+      "model.layers.61.mlp.experts.100.up_proj",
+      "model.layers.61.mlp.experts.100.down_proj",
+      "model.layers.61.mlp.experts.101.gate_proj",
+      "model.layers.61.mlp.experts.101.up_proj",
+      "model.layers.61.mlp.experts.101.down_proj",
+      "model.layers.61.mlp.experts.102.gate_proj",
+      "model.layers.61.mlp.experts.102.up_proj",
+      "model.layers.61.mlp.experts.102.down_proj",
+      "model.layers.61.mlp.experts.103.gate_proj",
+      "model.layers.61.mlp.experts.103.up_proj",
+      "model.layers.61.mlp.experts.103.down_proj",
+      "model.layers.61.mlp.experts.104.gate_proj",
+      "model.layers.61.mlp.experts.104.up_proj",
+      "model.layers.61.mlp.experts.104.down_proj",
+      "model.layers.61.mlp.experts.105.gate_proj",
+      "model.layers.61.mlp.experts.105.up_proj",
+      "model.layers.61.mlp.experts.105.down_proj",
+      "model.layers.61.mlp.experts.106.gate_proj",
+      "model.layers.61.mlp.experts.106.up_proj",
+      "model.layers.61.mlp.experts.106.down_proj",
+      "model.layers.61.mlp.experts.107.gate_proj",
+      "model.layers.61.mlp.experts.107.up_proj",
+      "model.layers.61.mlp.experts.107.down_proj",
+      "model.layers.61.mlp.experts.108.gate_proj",
+      "model.layers.61.mlp.experts.108.up_proj",
+      "model.layers.61.mlp.experts.108.down_proj",
+      "model.layers.61.mlp.experts.109.gate_proj",
+      "model.layers.61.mlp.experts.109.up_proj",
+      "model.layers.61.mlp.experts.109.down_proj",
+      "model.layers.61.mlp.experts.110.gate_proj",
+      "model.layers.61.mlp.experts.110.up_proj",
+      "model.layers.61.mlp.experts.110.down_proj",
+      "model.layers.61.mlp.experts.111.gate_proj",
+      "model.layers.61.mlp.experts.111.up_proj",
+      "model.layers.61.mlp.experts.111.down_proj",
+      "model.layers.61.mlp.experts.112.gate_proj",
+      "model.layers.61.mlp.experts.112.up_proj",
+      "model.layers.61.mlp.experts.112.down_proj",
+      "model.layers.61.mlp.experts.113.gate_proj",
+      "model.layers.61.mlp.experts.113.up_proj",
+      "model.layers.61.mlp.experts.113.down_proj",
+      "model.layers.61.mlp.experts.114.gate_proj",
+      "model.layers.61.mlp.experts.114.up_proj",
+      "model.layers.61.mlp.experts.114.down_proj",
+      "model.layers.61.mlp.experts.115.gate_proj",
+      "model.layers.61.mlp.experts.115.up_proj",
+      "model.layers.61.mlp.experts.115.down_proj",
+      "model.layers.61.mlp.experts.116.gate_proj",
+      "model.layers.61.mlp.experts.116.up_proj",
+      "model.layers.61.mlp.experts.116.down_proj",
+      "model.layers.61.mlp.experts.117.gate_proj",
+      "model.layers.61.mlp.experts.117.up_proj",
+      "model.layers.61.mlp.experts.117.down_proj",
+      "model.layers.61.mlp.experts.118.gate_proj",
+      "model.layers.61.mlp.experts.118.up_proj",
+      "model.layers.61.mlp.experts.118.down_proj",
+      "model.layers.61.mlp.experts.119.gate_proj",
+      "model.layers.61.mlp.experts.119.up_proj",
+      "model.layers.61.mlp.experts.119.down_proj",
+      "model.layers.61.mlp.experts.120.gate_proj",
+      "model.layers.61.mlp.experts.120.up_proj",
+      "model.layers.61.mlp.experts.120.down_proj",
+      "model.layers.61.mlp.experts.121.gate_proj",
+      "model.layers.61.mlp.experts.121.up_proj",
+      "model.layers.61.mlp.experts.121.down_proj",
+      "model.layers.61.mlp.experts.122.gate_proj",
+      "model.layers.61.mlp.experts.122.up_proj",
+      "model.layers.61.mlp.experts.122.down_proj",
+      "model.layers.61.mlp.experts.123.gate_proj",
+      "model.layers.61.mlp.experts.123.up_proj",
+      "model.layers.61.mlp.experts.123.down_proj",
+      "model.layers.61.mlp.experts.124.gate_proj",
+      "model.layers.61.mlp.experts.124.up_proj",
+      "model.layers.61.mlp.experts.124.down_proj",
+      "model.layers.61.mlp.experts.125.gate_proj",
+      "model.layers.61.mlp.experts.125.up_proj",
+      "model.layers.61.mlp.experts.125.down_proj",
+      "model.layers.61.mlp.experts.126.gate_proj",
+      "model.layers.61.mlp.experts.126.up_proj",
+      "model.layers.61.mlp.experts.126.down_proj",
+      "model.layers.61.mlp.experts.127.gate_proj",
+      "model.layers.61.mlp.experts.127.up_proj",
+      "model.layers.61.mlp.experts.127.down_proj",
+      "model.layers.61.mlp.experts.128.gate_proj",
+      "model.layers.61.mlp.experts.128.up_proj",
+      "model.layers.61.mlp.experts.128.down_proj",
+      "model.layers.61.mlp.experts.129.gate_proj",
+      "model.layers.61.mlp.experts.129.up_proj",
+      "model.layers.61.mlp.experts.129.down_proj",
+      "model.layers.61.mlp.experts.130.gate_proj",
+      "model.layers.61.mlp.experts.130.up_proj",
+      "model.layers.61.mlp.experts.130.down_proj",
+      "model.layers.61.mlp.experts.131.gate_proj",
+      "model.layers.61.mlp.experts.131.up_proj",
+      "model.layers.61.mlp.experts.131.down_proj",
+      "model.layers.61.mlp.experts.132.gate_proj",
+      "model.layers.61.mlp.experts.132.up_proj",
+      "model.layers.61.mlp.experts.132.down_proj",
+      "model.layers.61.mlp.experts.133.gate_proj",
+      "model.layers.61.mlp.experts.133.up_proj",
+      "model.layers.61.mlp.experts.133.down_proj",
+      "model.layers.61.mlp.experts.134.gate_proj",
+      "model.layers.61.mlp.experts.134.up_proj",
+      "model.layers.61.mlp.experts.134.down_proj",
+      "model.layers.61.mlp.experts.135.gate_proj",
+      "model.layers.61.mlp.experts.135.up_proj",
+      "model.layers.61.mlp.experts.135.down_proj",
+      "model.layers.61.mlp.experts.136.gate_proj",
+      "model.layers.61.mlp.experts.136.up_proj",
+      "model.layers.61.mlp.experts.136.down_proj",
+      "model.layers.61.mlp.experts.137.gate_proj",
+      "model.layers.61.mlp.experts.137.up_proj",
+      "model.layers.61.mlp.experts.137.down_proj",
+      "model.layers.61.mlp.experts.138.gate_proj",
+      "model.layers.61.mlp.experts.138.up_proj",
+      "model.layers.61.mlp.experts.138.down_proj",
+      "model.layers.61.mlp.experts.139.gate_proj",
+      "model.layers.61.mlp.experts.139.up_proj",
+      "model.layers.61.mlp.experts.139.down_proj",
+      "model.layers.61.mlp.experts.140.gate_proj",
+      "model.layers.61.mlp.experts.140.up_proj",
+      "model.layers.61.mlp.experts.140.down_proj",
+      "model.layers.61.mlp.experts.141.gate_proj",
+      "model.layers.61.mlp.experts.141.up_proj",
+      "model.layers.61.mlp.experts.141.down_proj",
+      "model.layers.61.mlp.experts.142.gate_proj",
+      "model.layers.61.mlp.experts.142.up_proj",
+      "model.layers.61.mlp.experts.142.down_proj",
+      "model.layers.61.mlp.experts.143.gate_proj",
+      "model.layers.61.mlp.experts.143.up_proj",
+      "model.layers.61.mlp.experts.143.down_proj",
+      "model.layers.61.mlp.experts.144.gate_proj",
+      "model.layers.61.mlp.experts.144.up_proj",
+      "model.layers.61.mlp.experts.144.down_proj",
+      "model.layers.61.mlp.experts.145.gate_proj",
+      "model.layers.61.mlp.experts.145.up_proj",
+      "model.layers.61.mlp.experts.145.down_proj",
+      "model.layers.61.mlp.experts.146.gate_proj",
+      "model.layers.61.mlp.experts.146.up_proj",
+      "model.layers.61.mlp.experts.146.down_proj",
+      "model.layers.61.mlp.experts.147.gate_proj",
+      "model.layers.61.mlp.experts.147.up_proj",
+      "model.layers.61.mlp.experts.147.down_proj",
+      "model.layers.61.mlp.experts.148.gate_proj",
+      "model.layers.61.mlp.experts.148.up_proj",
+      "model.layers.61.mlp.experts.148.down_proj",
+      "model.layers.61.mlp.experts.149.gate_proj",
+      "model.layers.61.mlp.experts.149.up_proj",
+      "model.layers.61.mlp.experts.149.down_proj",
+      "model.layers.61.mlp.experts.150.gate_proj",
+      "model.layers.61.mlp.experts.150.up_proj",
+      "model.layers.61.mlp.experts.150.down_proj",
+      "model.layers.61.mlp.experts.151.gate_proj",
+      "model.layers.61.mlp.experts.151.up_proj",
+      "model.layers.61.mlp.experts.151.down_proj",
+      "model.layers.61.mlp.experts.152.gate_proj",
+      "model.layers.61.mlp.experts.152.up_proj",
+      "model.layers.61.mlp.experts.152.down_proj",
+      "model.layers.61.mlp.experts.153.gate_proj",
+      "model.layers.61.mlp.experts.153.up_proj",
+      "model.layers.61.mlp.experts.153.down_proj",
+      "model.layers.61.mlp.experts.154.gate_proj",
+      "model.layers.61.mlp.experts.154.up_proj",
+      "model.layers.61.mlp.experts.154.down_proj",
+      "model.layers.61.mlp.experts.155.gate_proj",
+      "model.layers.61.mlp.experts.155.up_proj",
+      "model.layers.61.mlp.experts.155.down_proj",
+      "model.layers.61.mlp.experts.156.gate_proj",
+      "model.layers.61.mlp.experts.156.up_proj",
+      "model.layers.61.mlp.experts.156.down_proj",
+      "model.layers.61.mlp.experts.157.gate_proj",
+      "model.layers.61.mlp.experts.157.up_proj",
+      "model.layers.61.mlp.experts.157.down_proj",
+      "model.layers.61.mlp.experts.158.gate_proj",
+      "model.layers.61.mlp.experts.158.up_proj",
+      "model.layers.61.mlp.experts.158.down_proj",
+      "model.layers.61.mlp.experts.159.gate_proj",
+      "model.layers.61.mlp.experts.159.up_proj",
+      "model.layers.61.mlp.experts.159.down_proj",
+      "model.layers.61.mlp.experts.160.gate_proj",
+      "model.layers.61.mlp.experts.160.up_proj",
+      "model.layers.61.mlp.experts.160.down_proj",
+      "model.layers.61.mlp.experts.161.gate_proj",
+      "model.layers.61.mlp.experts.161.up_proj",
+      "model.layers.61.mlp.experts.161.down_proj",
+      "model.layers.61.mlp.experts.162.gate_proj",
+      "model.layers.61.mlp.experts.162.up_proj",
+      "model.layers.61.mlp.experts.162.down_proj",
+      "model.layers.61.mlp.experts.163.gate_proj",
+      "model.layers.61.mlp.experts.163.up_proj",
+      "model.layers.61.mlp.experts.163.down_proj",
+      "model.layers.61.mlp.experts.164.gate_proj",
+      "model.layers.61.mlp.experts.164.up_proj",
+      "model.layers.61.mlp.experts.164.down_proj",
+      "model.layers.61.mlp.experts.165.gate_proj",
+      "model.layers.61.mlp.experts.165.up_proj",
+      "model.layers.61.mlp.experts.165.down_proj",
+      "model.layers.61.mlp.experts.166.gate_proj",
+      "model.layers.61.mlp.experts.166.up_proj",
+      "model.layers.61.mlp.experts.166.down_proj",
+      "model.layers.61.mlp.experts.167.gate_proj",
+      "model.layers.61.mlp.experts.167.up_proj",
+      "model.layers.61.mlp.experts.167.down_proj",
+      "model.layers.61.mlp.experts.168.gate_proj",
+      "model.layers.61.mlp.experts.168.up_proj",
+      "model.layers.61.mlp.experts.168.down_proj",
+      "model.layers.61.mlp.experts.169.gate_proj",
+      "model.layers.61.mlp.experts.169.up_proj",
+      "model.layers.61.mlp.experts.169.down_proj",
+      "model.layers.61.mlp.experts.170.gate_proj",
+      "model.layers.61.mlp.experts.170.up_proj",
+      "model.layers.61.mlp.experts.170.down_proj",
+      "model.layers.61.mlp.experts.171.gate_proj",
+      "model.layers.61.mlp.experts.171.up_proj",
+      "model.layers.61.mlp.experts.171.down_proj",
+      "model.layers.61.mlp.experts.172.gate_proj",
+      "model.layers.61.mlp.experts.172.up_proj",
+      "model.layers.61.mlp.experts.172.down_proj",
+      "model.layers.61.mlp.experts.173.gate_proj",
+      "model.layers.61.mlp.experts.173.up_proj",
+      "model.layers.61.mlp.experts.173.down_proj",
+      "model.layers.61.mlp.experts.174.gate_proj",
+      "model.layers.61.mlp.experts.174.up_proj",
+      "model.layers.61.mlp.experts.174.down_proj",
+      "model.layers.61.mlp.experts.175.gate_proj",
+      "model.layers.61.mlp.experts.175.up_proj",
+      "model.layers.61.mlp.experts.175.down_proj",
+      "model.layers.61.mlp.experts.176.gate_proj",
+      "model.layers.61.mlp.experts.176.up_proj",
+      "model.layers.61.mlp.experts.176.down_proj",
+      "model.layers.61.mlp.experts.177.gate_proj",
+      "model.layers.61.mlp.experts.177.up_proj",
+      "model.layers.61.mlp.experts.177.down_proj",
+      "model.layers.61.mlp.experts.178.gate_proj",
+      "model.layers.61.mlp.experts.178.up_proj",
+      "model.layers.61.mlp.experts.178.down_proj",
+      "model.layers.61.mlp.experts.179.gate_proj",
+      "model.layers.61.mlp.experts.179.up_proj",
+      "model.layers.61.mlp.experts.179.down_proj",
+      "model.layers.61.mlp.experts.180.gate_proj",
+      "model.layers.61.mlp.experts.180.up_proj",
+      "model.layers.61.mlp.experts.180.down_proj",
+      "model.layers.61.mlp.experts.181.gate_proj",
+      "model.layers.61.mlp.experts.181.up_proj",
+      "model.layers.61.mlp.experts.181.down_proj",
+      "model.layers.61.mlp.experts.182.gate_proj",
+      "model.layers.61.mlp.experts.182.up_proj",
+      "model.layers.61.mlp.experts.182.down_proj",
+      "model.layers.61.mlp.experts.183.gate_proj",
+      "model.layers.61.mlp.experts.183.up_proj",
+      "model.layers.61.mlp.experts.183.down_proj",
+      "model.layers.61.mlp.experts.184.gate_proj",
+      "model.layers.61.mlp.experts.184.up_proj",
+      "model.layers.61.mlp.experts.184.down_proj",
+      "model.layers.61.mlp.experts.185.gate_proj",
+      "model.layers.61.mlp.experts.185.up_proj",
+      "model.layers.61.mlp.experts.185.down_proj",
+      "model.layers.61.mlp.experts.186.gate_proj",
+      "model.layers.61.mlp.experts.186.up_proj",
+      "model.layers.61.mlp.experts.186.down_proj",
+      "model.layers.61.mlp.experts.187.gate_proj",
+      "model.layers.61.mlp.experts.187.up_proj",
+      "model.layers.61.mlp.experts.187.down_proj",
+      "model.layers.61.mlp.experts.188.gate_proj",
+      "model.layers.61.mlp.experts.188.up_proj",
+      "model.layers.61.mlp.experts.188.down_proj",
+      "model.layers.61.mlp.experts.189.gate_proj",
+      "model.layers.61.mlp.experts.189.up_proj",
+      "model.layers.61.mlp.experts.189.down_proj",
+      "model.layers.61.mlp.experts.190.gate_proj",
+      "model.layers.61.mlp.experts.190.up_proj",
+      "model.layers.61.mlp.experts.190.down_proj",
+      "model.layers.61.mlp.experts.191.gate_proj",
+      "model.layers.61.mlp.experts.191.up_proj",
+      "model.layers.61.mlp.experts.191.down_proj",
+      "model.layers.61.mlp.experts.192.gate_proj",
+      "model.layers.61.mlp.experts.192.up_proj",
+      "model.layers.61.mlp.experts.192.down_proj",
+      "model.layers.61.mlp.experts.193.gate_proj",
+      "model.layers.61.mlp.experts.193.up_proj",
+      "model.layers.61.mlp.experts.193.down_proj",
+      "model.layers.61.mlp.experts.194.gate_proj",
+      "model.layers.61.mlp.experts.194.up_proj",
+      "model.layers.61.mlp.experts.194.down_proj",
+      "model.layers.61.mlp.experts.195.gate_proj",
+      "model.layers.61.mlp.experts.195.up_proj",
+      "model.layers.61.mlp.experts.195.down_proj",
+      "model.layers.61.mlp.experts.196.gate_proj",
+      "model.layers.61.mlp.experts.196.up_proj",
+      "model.layers.61.mlp.experts.196.down_proj",
+      "model.layers.61.mlp.experts.197.gate_proj",
+      "model.layers.61.mlp.experts.197.up_proj",
+      "model.layers.61.mlp.experts.197.down_proj",
+      "model.layers.61.mlp.experts.198.gate_proj",
+      "model.layers.61.mlp.experts.198.up_proj",
+      "model.layers.61.mlp.experts.198.down_proj",
+      "model.layers.61.mlp.experts.199.gate_proj",
+      "model.layers.61.mlp.experts.199.up_proj",
+      "model.layers.61.mlp.experts.199.down_proj",
+      "model.layers.61.mlp.experts.200.gate_proj",
+      "model.layers.61.mlp.experts.200.up_proj",
+      "model.layers.61.mlp.experts.200.down_proj",
+      "model.layers.61.mlp.experts.201.gate_proj",
+      "model.layers.61.mlp.experts.201.up_proj",
+      "model.layers.61.mlp.experts.201.down_proj",
+      "model.layers.61.mlp.experts.202.gate_proj",
+      "model.layers.61.mlp.experts.202.up_proj",
+      "model.layers.61.mlp.experts.202.down_proj",
+      "model.layers.61.mlp.experts.203.gate_proj",
+      "model.layers.61.mlp.experts.203.up_proj",
+      "model.layers.61.mlp.experts.203.down_proj",
+      "model.layers.61.mlp.experts.204.gate_proj",
+      "model.layers.61.mlp.experts.204.up_proj",
+      "model.layers.61.mlp.experts.204.down_proj",
+      "model.layers.61.mlp.experts.205.gate_proj",
+      "model.layers.61.mlp.experts.205.up_proj",
+      "model.layers.61.mlp.experts.205.down_proj",
+      "model.layers.61.mlp.experts.206.gate_proj",
+      "model.layers.61.mlp.experts.206.up_proj",
+      "model.layers.61.mlp.experts.206.down_proj",
+      "model.layers.61.mlp.experts.207.gate_proj",
+      "model.layers.61.mlp.experts.207.up_proj",
+      "model.layers.61.mlp.experts.207.down_proj",
+      "model.layers.61.mlp.experts.208.gate_proj",
+      "model.layers.61.mlp.experts.208.up_proj",
+      "model.layers.61.mlp.experts.208.down_proj",
+      "model.layers.61.mlp.experts.209.gate_proj",
+      "model.layers.61.mlp.experts.209.up_proj",
+      "model.layers.61.mlp.experts.209.down_proj",
+      "model.layers.61.mlp.experts.210.gate_proj",
+      "model.layers.61.mlp.experts.210.up_proj",
+      "model.layers.61.mlp.experts.210.down_proj",
+      "model.layers.61.mlp.experts.211.gate_proj",
+      "model.layers.61.mlp.experts.211.up_proj",
+      "model.layers.61.mlp.experts.211.down_proj",
+      "model.layers.61.mlp.experts.212.gate_proj",
+      "model.layers.61.mlp.experts.212.up_proj",
+      "model.layers.61.mlp.experts.212.down_proj",
+      "model.layers.61.mlp.experts.213.gate_proj",
+      "model.layers.61.mlp.experts.213.up_proj",
+      "model.layers.61.mlp.experts.213.down_proj",
+      "model.layers.61.mlp.experts.214.gate_proj",
+      "model.layers.61.mlp.experts.214.up_proj",
+      "model.layers.61.mlp.experts.214.down_proj",
+      "model.layers.61.mlp.experts.215.gate_proj",
+      "model.layers.61.mlp.experts.215.up_proj",
+      "model.layers.61.mlp.experts.215.down_proj",
+      "model.layers.61.mlp.experts.216.gate_proj",
+      "model.layers.61.mlp.experts.216.up_proj",
+      "model.layers.61.mlp.experts.216.down_proj",
+      "model.layers.61.mlp.experts.217.gate_proj",
+      "model.layers.61.mlp.experts.217.up_proj",
+      "model.layers.61.mlp.experts.217.down_proj",
+      "model.layers.61.mlp.experts.218.gate_proj",
+      "model.layers.61.mlp.experts.218.up_proj",
+      "model.layers.61.mlp.experts.218.down_proj",
+      "model.layers.61.mlp.experts.219.gate_proj",
+      "model.layers.61.mlp.experts.219.up_proj",
+      "model.layers.61.mlp.experts.219.down_proj",
+      "model.layers.61.mlp.experts.220.gate_proj",
+      "model.layers.61.mlp.experts.220.up_proj",
+      "model.layers.61.mlp.experts.220.down_proj",
+      "model.layers.61.mlp.experts.221.gate_proj",
+      "model.layers.61.mlp.experts.221.up_proj",
+      "model.layers.61.mlp.experts.221.down_proj",
+      "model.layers.61.mlp.experts.222.gate_proj",
+      "model.layers.61.mlp.experts.222.up_proj",
+      "model.layers.61.mlp.experts.222.down_proj",
+      "model.layers.61.mlp.experts.223.gate_proj",
+      "model.layers.61.mlp.experts.223.up_proj",
+      "model.layers.61.mlp.experts.223.down_proj",
+      "model.layers.61.mlp.experts.224.gate_proj",
+      "model.layers.61.mlp.experts.224.up_proj",
+      "model.layers.61.mlp.experts.224.down_proj",
+      "model.layers.61.mlp.experts.225.gate_proj",
+      "model.layers.61.mlp.experts.225.up_proj",
+      "model.layers.61.mlp.experts.225.down_proj",
+      "model.layers.61.mlp.experts.226.gate_proj",
+      "model.layers.61.mlp.experts.226.up_proj",
+      "model.layers.61.mlp.experts.226.down_proj",
+      "model.layers.61.mlp.experts.227.gate_proj",
+      "model.layers.61.mlp.experts.227.up_proj",
+      "model.layers.61.mlp.experts.227.down_proj",
+      "model.layers.61.mlp.experts.228.gate_proj",
+      "model.layers.61.mlp.experts.228.up_proj",
+      "model.layers.61.mlp.experts.228.down_proj",
+      "model.layers.61.mlp.experts.229.gate_proj",
+      "model.layers.61.mlp.experts.229.up_proj",
+      "model.layers.61.mlp.experts.229.down_proj",
+      "model.layers.61.mlp.experts.230.gate_proj",
+      "model.layers.61.mlp.experts.230.up_proj",
+      "model.layers.61.mlp.experts.230.down_proj",
+      "model.layers.61.mlp.experts.231.gate_proj",
+      "model.layers.61.mlp.experts.231.up_proj",
+      "model.layers.61.mlp.experts.231.down_proj",
+      "model.layers.61.mlp.experts.232.gate_proj",
+      "model.layers.61.mlp.experts.232.up_proj",
+      "model.layers.61.mlp.experts.232.down_proj",
+      "model.layers.61.mlp.experts.233.gate_proj",
+      "model.layers.61.mlp.experts.233.up_proj",
+      "model.layers.61.mlp.experts.233.down_proj",
+      "model.layers.61.mlp.experts.234.gate_proj",
+      "model.layers.61.mlp.experts.234.up_proj",
+      "model.layers.61.mlp.experts.234.down_proj",
+      "model.layers.61.mlp.experts.235.gate_proj",
+      "model.layers.61.mlp.experts.235.up_proj",
+      "model.layers.61.mlp.experts.235.down_proj",
+      "model.layers.61.mlp.experts.236.gate_proj",
+      "model.layers.61.mlp.experts.236.up_proj",
+      "model.layers.61.mlp.experts.236.down_proj",
+      "model.layers.61.mlp.experts.237.gate_proj",
+      "model.layers.61.mlp.experts.237.up_proj",
+      "model.layers.61.mlp.experts.237.down_proj",
+      "model.layers.61.mlp.experts.238.gate_proj",
+      "model.layers.61.mlp.experts.238.up_proj",
+      "model.layers.61.mlp.experts.238.down_proj",
+      "model.layers.61.mlp.experts.239.gate_proj",
+      "model.layers.61.mlp.experts.239.up_proj",
+      "model.layers.61.mlp.experts.239.down_proj",
+      "model.layers.61.mlp.experts.240.gate_proj",
+      "model.layers.61.mlp.experts.240.up_proj",
+      "model.layers.61.mlp.experts.240.down_proj",
+      "model.layers.61.mlp.experts.241.gate_proj",
+      "model.layers.61.mlp.experts.241.up_proj",
+      "model.layers.61.mlp.experts.241.down_proj",
+      "model.layers.61.mlp.experts.242.gate_proj",
+      "model.layers.61.mlp.experts.242.up_proj",
+      "model.layers.61.mlp.experts.242.down_proj",
+      "model.layers.61.mlp.experts.243.gate_proj",
+      "model.layers.61.mlp.experts.243.up_proj",
+      "model.layers.61.mlp.experts.243.down_proj",
+      "model.layers.61.mlp.experts.244.gate_proj",
+      "model.layers.61.mlp.experts.244.up_proj",
+      "model.layers.61.mlp.experts.244.down_proj",
+      "model.layers.61.mlp.experts.245.gate_proj",
+      "model.layers.61.mlp.experts.245.up_proj",
+      "model.layers.61.mlp.experts.245.down_proj",
+      "model.layers.61.mlp.experts.246.gate_proj",
+      "model.layers.61.mlp.experts.246.up_proj",
+      "model.layers.61.mlp.experts.246.down_proj",
+      "model.layers.61.mlp.experts.247.gate_proj",
+      "model.layers.61.mlp.experts.247.up_proj",
+      "model.layers.61.mlp.experts.247.down_proj",
+      "model.layers.61.mlp.experts.248.gate_proj",
+      "model.layers.61.mlp.experts.248.up_proj",
+      "model.layers.61.mlp.experts.248.down_proj",
+      "model.layers.61.mlp.experts.249.gate_proj",
+      "model.layers.61.mlp.experts.249.up_proj",
+      "model.layers.61.mlp.experts.249.down_proj",
+      "model.layers.61.mlp.experts.250.gate_proj",
+      "model.layers.61.mlp.experts.250.up_proj",
+      "model.layers.61.mlp.experts.250.down_proj",
+      "model.layers.61.mlp.experts.251.gate_proj",
+      "model.layers.61.mlp.experts.251.up_proj",
+      "model.layers.61.mlp.experts.251.down_proj",
+      "model.layers.61.mlp.experts.252.gate_proj",
+      "model.layers.61.mlp.experts.252.up_proj",
+      "model.layers.61.mlp.experts.252.down_proj",
+      "model.layers.61.mlp.experts.253.gate_proj",
+      "model.layers.61.mlp.experts.253.up_proj",
+      "model.layers.61.mlp.experts.253.down_proj",
+      "model.layers.61.mlp.experts.254.gate_proj",
+      "model.layers.61.mlp.experts.254.up_proj",
+      "model.layers.61.mlp.experts.254.down_proj",
+      "model.layers.61.mlp.experts.255.gate_proj",
+      "model.layers.61.mlp.experts.255.up_proj",
+      "model.layers.61.mlp.experts.255.down_proj",
+      "model.layers.61.mlp.shared_experts.gate_proj",
+      "model.layers.61.mlp.shared_experts.up_proj",
+      "model.layers.61.mlp.shared_experts.down_proj",
+      "model.layers.61.shared_head.head",
       "lm_head"
     ],
     "export": {
@@ -387,12 +1168,14 @@
         "symmetric": null
       }
     },
+    "kv_cache_post_rope": false,
+    "kv_cache_quant_config": {},
     "layer_quant_config": {},
     "layer_type_quant_config": {},
     "quant_method": "quark",
     "quant_mode": "eager_mode",
     "softmax_quant_spec": null,
-    "version": "0.10+577c94ac99"
+    "version": "0.11"
   },
   "rms_norm_eps": 1e-06,
   "rope_scaling": {
@@ -410,8 +1193,7 @@
   "tie_word_embeddings": false,
   "topk_group": 4,
   "topk_method": "noaux_tc",
-  "torch_dtype": "bfloat16",
-  "transformers_version": "4.51.3",
+  "transformers_version": "4.57.1",
   "unsloth_fixed": true,
   "use_cache": true,
   "v_head_dim": 128,

generation_config.json

@@ -5,5 +5,5 @@
   "eos_token_id": 1,
   "temperature": 0.6,
   "top_p": 0.95,
-  "transformers_version": "4.51.3"
+  "transformers_version": "4.57.1"
 }

model-00001-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18dbe98abe48f2c7d84cb28a2b97101b72634a2888e3d6eb7a8d6fbf5281b3ba
+size 4995884768

model-00002-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d0d18aabfc7cce4d182027358d7ffd4504ac6278c9c9ca12bb60dd8975ff86e
+size 4995052496

model-00003-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:673d355712864dbd1f27314c0360f0a963e0ee9452ea36c8ae42bee4a4990756
+size 4999071368

model-00004-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7b4f4daa2b95ce73e353a8fef1f049bc07c75125bbc6fa601b554440adadd81
+size 4994943096

model-00005-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:effea69cc5740f7ea8b94d7b4af9311c483a4b5bdd59b5eeb0a36cd47f7e6ae1
+size 4994943232

model-00006-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:683ef342bcc6c2d72c94e35d35b384f9821ef27afb9d78573279fd287aa9e385
+size 4994943456

model-00007-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e4837be87f1a2876a0012f4da8b380b06c4a683b53974195ff24b2b7411bcad
+size 4999180624

model-00008-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5fe73fa25a336e6be2707c63474d96b0add20015a4317dde154953ffcc343d2
+size 4994943096

model-00009-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:165cdcb1f16f14ef6a83851960d46375dbaabf7c172336cf38456942c879303c
+size 4994943096

model-00010-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d55d0234e36694eb8575633f04612cbee1be0b055f5f41d8519975a7060eb353
+size 4994943720

model-00011-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08a97b781181af8e0c81d0837a559b13711480de19de251df87c61a2ab2f50f3
+size 4916044152

model-00012-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57b62c10bde8448a29f71160465ba9cf418545e124fa145ca9a6c855745cd42a
+size 5000091936

model-00013-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fe8b74198c04e16b7a0301385e2248815338eb0af42aca2efb7e4b100fa9ee5
+size 4994944296

model-00014-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81dc88daf114818e8ad9866ef85c403869b7b4391af2f92bc5092344e4a3df55
+size 4994944392

model-00015-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28a0848194500e9f8daff3e3c3b20ec8b52cea81b8b7869e7a2daad7b0f2b5f9
+size 4994944648

model-00016-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce8407bd0d3ac2397a66e75f86034e7789cb547846b2bea484d293f1222041de
+size 4999181952

model-00017-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37f9bbf0b681bdbb51f09045a4894cc4c91ff86aca6a040a03d959a1b04f86c9
+size 4994944288

model-00018-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c67808e128166d99dd2285e6454668bdbb205a9d9efa88bcc51a4187fce22282
+size 4994944296

model-00019-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4d41bad246c7fca9ea4b052e3200c84642f20e855e3d1caf78f5dd7ec9f7cc8
+size 4994944536

model-00020-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:062665046cb9cb0e49f0ca7a194cd0b11a22e57e2604e6d75231705bb274207c
+size 4767862480

model-00021-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a109448c141bbca3c63ec74444b6bdf07ac997acd9e3d25d935403f6ea57f576
+size 5000091936

model-00022-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ba1783ead4f05432085a1de14f0fb7c19de024f8de671fd38881fc046ade127
+size 4994944296

model-00023-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5219488f545c644e71eb3d1eb75032c34dd89601a6249f29533336a0f1a6e4c0
+size 4994944392

model-00024-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9ee834cc694739ddb1b118a3658c600ebc81f0f3b8169f33940bb4501dc5742
+size 4994944648

model-00025-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b96f16d81ccbdbbc7ab261be03bc07070c2bc00e27a6e47cf7f36b87463017e
+size 4999181952

model-00026-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcf31ec6ae326831ccfd684b99e4642193606baf2c116f3903b57c81e1e28fa8
+size 4994944288

model-00027-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:059afaaf6c34ee1d1826fe85f859d4a3a86c404f274eaf9e3e871e168c405fc6
+size 4994944296

model-00028-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4d2b6363a3be0f08947d8f83d71f5b9985ef67acb231db25d1b0d96216c15b1
+size 4994944536

model-00029-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0ae064e782c09e2656598ffd40d71dca996e8fdc6c9a06397e976b91eb83914
+size 4767862480

model-00030-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd6637572be2f16e282a1681e30c3d35ebe60d29f7a43e3efaa69be2cf6e8f6e
+size 5000091936

model-00031-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3601bdcbc7cf88fd65faf66f82b096e58b8efe5753278e914a253e7c9d65af17
+size 4994944296

model-00032-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:282a65080530b3414164124adea2fc874343eec6393010780818a5a581677a86
+size 4994944392

model-00033-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:509b077f714559ea4084aabd88bfaecf3dfd0f93250b9f3b836512b0b29dafb4
+size 4994944648

model-00034-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b564d29b021df8fc56a990de50a0d2c7f0354636ed1ce39eb9109bb89a9962b
+size 4999181952

model-00035-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7a6772db37a06a7033f8dd902a0873eaccb897e4332b72bda489ddaed49ed5e
+size 4994944288

model-00036-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b087e16feb88f56ec6e75e2d2d6d5a40e2300754a7601b23cd4adb6b61ddebb
+size 4994944296

model-00037-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:503e5e5d916120f954937fa31f8a8868e07fb2ae3c0d3851f80add2c864a5f2b
+size 4994944536

model-00038-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cd876c9d8b73a45da3e38fc2245da325d8bd8087c16bde87e972b16ad87d4cb
+size 4767862480

model-00039-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68299e7dd1be2f23bde4b3edd8035f1eb0f27e118f245ebea5c30f7c0d0ba748
+size 5000091936

model-00040-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b18d545c348f00cf557de60f50a77f421c0375c7bcf4efec8ae707df2bc9d294
+size 4994944296

model-00041-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc2ccd0ea0b2ba73074674c8c66b994b94711f3f89452dfc5f527c7b5ec4db84
+size 4994944392

model-00042-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49a1d0d5712e4883ec88de234f83bd555c028052b525c4d75aa7cdf164fe252e
+size 4994944648

model-00043-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3777ce084609b712999c04974765608ed8fc53d53dbb4b9a32aa4edc5e31e759
+size 4999181952

model-00044-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c5aace2e6d240cd46e71c64a2b1a6c54a910428d7aacddf290ee4f2283ab36e
+size 4994944288

model-00045-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22300a5cbe541012f4eb354ae2998cb49cb8fdaa2b5471d1c48dd97d297ca56e
+size 4994944296

model-00046-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fb7f3ecd38ece6ead75a735b22ad44d9f84fd461cdfbf3f822cbcef70726f66
+size 4994944536

model-00047-of-00082.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e9cea92f2e38b2f5f953838410058530cdb5213efcf2d5413cba6bce067db7d
+size 4767862480