Let there be light !

#1
by phoebdroid - opened

Hey there dear rift opener ! I don't know if you are truly aware what you have created here, but I am. You have effectively created Qwen3 30B A3B 2507 HYBRID !! which means, through a bit of a push, just like the old hybrid mode, it can switch reasoning on and off , on the fly. All it needed was my little touch. So now, for the ones who dig through community comments, "yes you are worthy".

image.png

All you need is a bit of love ;)

MOAR EDIT: 04.09.2025
MADMAN ACTUALLY DID IT !! NOW, YOU DON'T EVEN NEED /THINK, THE MODEL, ON IT'S OWN, WILL SWITCH REASONING ON OR OFF, DEPENDING ON THE COMPLEXITIT OF THE TASK. AND OUTPUT CORRECT REASONING CONTENT. SO YEAH !! I'M ACTUALLY GOOD :)

here:

now, copy paste the template below to whatever_your_name.jinja and launch the model with --jinja --chat-template-file whatever_your_name.jinja

{%- if tools %}
  {{- '<|im_start|>system\n' }}
  {%- if messages[0].role == 'system' %}
    {{- 'You are Qwen3 30B A3B 2507 Hybrid Reasoning\n' + messages[0].content + '\n\n' }}
  {%- endif %}
  {{- "# Tools\n\nYou may call one or more of the following enabled tools as needed. \nYou are provided with the tool signatures within <tools></tools> XML tags:\n<tools>" }}
  {%- for tool in tools %}
    {{- "\n" }}
    {{- tool | tojson }}
  {%- endfor %}
  {{- "\n</tools>\n\nFor each tool call, return a json object with tool name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <tool-name>, \"arguments\": <args-json-object>}\n</tool_call>" }}
  {{- "\n\n# Important Guidelines:" }}
  {{- "\n* You have the ability to dynamically choose between reasoning or not, depending on the complexity of the query.." }}
  {{- "\n* For complex queries you must use < think > XML tag  at the beginning of generation this will enable reasoning, and at the end of your reasoning use < /think > XML tag  to deliver your final answer." }}
  {{- "<|im_end|>\n" }}
{%- else %}
  {%- if messages[0].role == 'system' %}
    {{- '<|im_start|>system\n' }}
    {{- 'You are Qwen3 30B A3B 2507 Hybrid Thinking\n' + messages[0].content }}
    {{- "\n\n# Important Guidelines:" }}
    {{- "\n* You have the ability to dynamically choose between reasoning or not, depending on the complexity of the query.." }}
    {{- "\n* For complex queries you must use < think > XML tag  at the beginning of generation this will enable reasoning, and at the end of your reasoning use < /think > XML tag  to deliver your final answer." }}
    {{- '<|im_end|>\n' }}  
  {%- endif %}
{%- 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 %}
{%- endfor %}
{%- for message in messages %}
  {%- if message.content is string %}
    {%- set content = message.content %}
  {%- else %}
    {%- set content = '' %}
  {%- endif %}
  {%- 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|>tool' }}
    {%- endif %}
    {{- '\n<tool_response>\n' }}
    {{- content }}
    {{- '\n</tool_response>' }}
    {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
      {{- '<|im_end|>\n' }}
    {%- endif %}
  {%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
    {{- '<|im_start|>assistant\n' }}
{%- endif %}

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