Upload model (bfloat16) from script

chat_template.jinja

@@ -1,42 +1,86 @@
-
-{%- set has_system = messages and messages[0].role == 'system' and messages[0].content is string %}
-{%- if has_system %}
-{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
-{%- endif %}
-
-{%- if messages and messages[-1].role == 'assistant' %}
-    {# Find the user message immediately before the last assistant (scan backwards skipping last). #}
-    {%- set ns = namespace(seen_last=false, user_before_last_asst=none) %}
-    {%- for m in messages[::-1] %}
-        {%- if not ns.seen_last %}
-            {%- set ns.seen_last = true %}
-        {%- elif ns.user_before_last_asst is none and m.role == 'user' and m.content is string %}
-            {%- set ns.user_before_last_asst = m.content %}
-        {%- endif %}
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0].role == 'system' %}
+        {{- messages[0].content + '\n\n' }}
+    {%- endif %}
+    {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
     {%- endfor %}
-    {%- if ns.user_before_last_asst is not none %}
-{{- '<|im_start|>user\n' + ns.user_before_last_asst + '<|im_end|>\n' }}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0].role == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
     {%- endif %}
-
-    {%- set content = '' %}
-    {%- if messages[-1].content is string %}
-        {%- set content = messages[-1].content %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
     {%- endif %}
-    {%- set reasoning_content = '' %}
-    {%- if messages[-1].reasoning_content is string %}
-        {%- set reasoning_content = messages[-1].reasoning_content %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
     {%- else %}
-        {%- if '</think>' in content %}
-            {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
-            {%- set content = content.split('</think>')[-1].lstrip('\n') %}
-        {%- endif %}
+        {%- set content = '' %}
     {%- endif %}
-    {%- if reasoning_content %}
-{{- '<|im_start|>assistant\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') + '<|im_end|>\n' }}
-    {%- else %}
-{{- '<|im_start|>assistant\n' + content + '<|im_end|>\n' }}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {%- set reasoning_content = '' %}
+        {%- if message.reasoning_content is string %}
+            {%- set reasoning_content = message.reasoning_content %}
+        {%- else %}
+            {%- if '</think>' in content %}
+                {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
+                {%- set content = content.split('</think>')[-1].lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
+            {%- else %}
+                {{- '<|im_start|>' + message.role + '\n' + content }}
+            {%- endif %}
+        {%- else %}
+            {{- '<|im_start|>' + message.role + '\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if (loop.first and content) or (not loop.first) %}
+                    {{- '\n' }}
+                {%- endif %}
+                {%- if tool_call.function %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
     {%- endif %}
-
-{%- elif messages and messages[-1].role == 'user' and messages[-1].content is string %}
-{{- '<|im_start|>user\n' + messages[-1].content + '<|im_end|>\n<|im_start|>assistant\n' }}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
 {%- endif %}

model-00001-of-00002.safetensors

@@ -1,3 +1,3 @@
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-oid sha256:77c9f17ffa9e06068e6cc94dbcf720f562d4f37a28b57b593448c0225b196db3
+oid sha256:bb35ecfb7eb4a5d8d6d345df32ce2403f20e57b7e9650894c767c5c1be93b20e
 size 4967215360

model-00002-of-00002.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e0b82cdcc480dabb0e66ff3f0c7c78a26e84f51ec7dd8f5daf0e02bf88e99be7
-size 3077766632
+oid sha256:ee5b0ac1975f73acdc666effad7faef75d795cf62b1cdb3d24e7ee1c093f370e
+size 3855679144

model.safetensors.index.json

@@ -1,9 +1,10 @@
 {
   "metadata": {
     "total_parameters": 4022468096,
-    "total_size": 8044936192
+    "total_size": 8822848512
   },
   "weight_map": {
+    "lm_head.weight": "model-00002-of-00002.safetensors",
     "model.embed_tokens.weight": "model-00001-of-00002.safetensors",
     "model.layers.0.input_layernorm.weight": "model-00001-of-00002.safetensors",
     "model.layers.0.mlp.down_proj.weight": "model-00001-of-00002.safetensors",

tokenizer_config.json

@@ -233,9 +233,8 @@
   "extra_special_tokens": {},
   "model_max_length": 262144,
   "pad_token": "<|endoftext|>",
-  "padding_side": "left",
   "split_special_tokens": false,
   "tokenizer_class": "Qwen2Tokenizer",
   "unk_token": null,
-  "chat_template": "\n{%- set has_system = messages and messages[0].role == 'system' and messages[0].content is string %}\n{%- if has_system %}\n{{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n{%- endif %}\n\n{%- if messages and messages[-1].role == 'assistant' %}\n    {# Find the user message immediately before the last assistant (scan backwards skipping last). #}\n    {%- set ns = namespace(seen_last=false, user_before_last_asst=none) %}\n    {%- for m in messages[::-1] %}\n        {%- if not ns.seen_last %}\n            {%- set ns.seen_last = true %}\n        {%- elif ns.user_before_last_asst is none and m.role == 'user' and m.content is string %}\n            {%- set ns.user_before_last_asst = m.content %}\n        {%- endif %}\n    {%- endfor %}\n    {%- if ns.user_before_last_asst is not none %}\n{{- '<|im_start|>user\\n' + ns.user_before_last_asst + '<|im_end|>\\n' }}\n    {%- endif %}\n\n    {%- set content = '' %}\n    {%- if messages[-1].content is string %}\n        {%- set content = messages[-1].content %}\n    {%- endif %}\n    {%- set reasoning_content = '' %}\n    {%- if messages[-1].reasoning_content is string %}\n        {%- set reasoning_content = messages[-1].reasoning_content %}\n    {%- else %}\n        {%- if '</think>' in content %}\n            {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n            {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n        {%- endif %}\n    {%- endif %}\n    {%- if reasoning_content %}\n{{- '<|im_start|>assistant\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') + '<|im_end|>\\n' }}\n    {%- else %}\n{{- '<|im_start|>assistant\\n' + content + '<|im_end|>\\n' }}\n    {%- endif %}\n\n{%- elif messages and messages[-1].role == 'user' and messages[-1].content is string %}\n{{- '<|im_start|>user\\n' + messages[-1].content + '<|im_end|>\\n<|im_start|>assistant\\n' }}\n{%- endif %}"
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if message.content is string %}\n        {%- set content = message.content %}\n    {%- else %}\n        {%- set content = '' %}\n    {%- endif %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is string %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in content %}\n                {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n                {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}"
 }