Quantized MLX — Soul Infusion fused, method protected

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,38 @@
+---
+license: apache-2.0
+language:
+- en
+- zh
+- ja
+- es
+pipeline_tag: text-generation
+library_name: mlx
+tags:
+- transformers
+- unsloth
+- qwen3_5
+- qwen3_6
+- qwen
+- qwen3.5
+- qwen3.6
+- distillation
+- reasoning
+- chain-of-thought
+- long-cot
+- sft
+- lora
+- instruction-tuned
+- conversational
+- text-generation
+- multilingual
+- math
+- stem
+- coding
+- research
+- experimental
+- merge
+- mergekit
+- Deckard(qx)
+- mlx
+base_model: nightmedia/Qwen3.6-35B-A3B-MTP-Holo3-Qwopus-Coder-qx64y-hi-mlx
+---

chat_template.jinja

@@ -0,0 +1,236 @@
+{%- set _enable_thinking = false %}
+{%- set preserve_thinking = true %}
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- macro render_content(content, do_vision_count, is_system_content=false) %}
+    {%- if content is string %}
+        {{- content }}
+    {%- elif content is iterable and content is not mapping %}
+        {%- for item in content %}
+            {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
+                {%- if is_system_content %}
+                    {{- raise_exception('System message cannot contain images.') }}
+                {%- endif %}
+                {%- if do_vision_count %}
+                    {%- set image_count.value = image_count.value + 1 %}
+                {%- endif %}
+                {%- if add_vision_id is defined and add_vision_id %}
+                    {{- 'Picture ' ~ image_count.value ~ ': ' }}
+                {%- endif %}
+                {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
+            {%- elif 'video' in item or item.type == 'video' %}
+                {%- if is_system_content %}
+                    {{- raise_exception('System message cannot contain videos.') }}
+                {%- endif %}
+                {%- if do_vision_count %}
+                    {%- set video_count.value = video_count.value + 1 %}
+                {%- endif %}
+                {%- if add_vision_id is defined and add_vision_id %}
+                    {{- 'Video ' ~ video_count.value ~ ': ' }}
+                {%- endif %}
+                {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
+            {%- elif 'text' in item %}
+                {{- item.text }}
+            {%- else %}
+                {{- raise_exception('Unexpected item type in content.') }}
+            {%- endif %}
+        {%- endfor %}
+    {%- elif content is none or content is undefined %}
+        {{- '' }}
+    {%- else %}
+        {{- raise_exception('Unexpected content type.') }}
+    {%- endif %}
+{%- endmacro %}
+{%- set ns_flags = namespace(enable_thinking=true) %}
+{%- if enable_thinking is defined %}
+    {%- set ns_flags.enable_thinking = enable_thinking %}
+{%- endif %}
+{%- if not messages %}
+    {{- raise_exception('No messages provided.') }}
+{%- endif %}
+{%- if tools and tools is iterable and tools is not mapping %}
+    {{- '<|im_start|>system\n' }}
+    {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>" }}
+    {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
+    {%- if messages[0].role == 'system' or messages[0].role == 'developer' %}
+        {%- set content = render_content(messages[0].content, false, true)|trim %}
+        {%- if '<|think_off|>' in content %}
+            {%- set ns_flags.enable_thinking = false %}
+            {%- set content = content.replace('<|think_off|>', '') %}
+        {%- endif %}
+        {%- if '<|think_on|>' in content %}
+            {%- set ns_flags.enable_thinking = true %}
+            {%- set content = content.replace('<|think_on|>', '') %}
+        {%- endif %}
+        {%- if '<|think_forget|>' in content %}
+            {%- set ns_flags.preserve_thinking = false %}
+            {%- set content = content.replace('<|think_forget|>', '') %}
+        {%- endif %}
+        {%- if '<|think_remember|>' in content %}
+            {%- set ns_flags.preserve_thinking = true %}
+            {%- set content = content.replace('<|think_remember|>', '') %}
+        {%- endif %}        
+        {%- set content = content.strip() %}
+        {%- if content %}
+            {{- '\n\n' + content }}
+        {%- endif %}
+    {%- endif %}
+    {{- '<|im_end|>\n' }}
+{%- else %}
+    {%- if messages[0].role == 'system' or messages[0].role == 'developer' %}
+        {%- set content = render_content(messages[0].content, false, true)|trim %}
+        {%- if '<|think_off|>' in content %}
+            {%- set ns_flags.enable_thinking = false %}
+            {%- set content = content.replace('<|think_off|>', '') %}
+        {%- endif %}
+        {%- if '<|think_on|>' in content %}
+            {%- set ns_flags.enable_thinking = true %}
+            {%- set content = content.replace('<|think_on|>', '') %}
+        {%- endif %}
+        {%- if '<|think_forget|>' in content %}
+            {%- set ns_flags.preserve_thinking = false %}
+            {%- set content = content.replace('<|think_forget|>', '') %}
+        {%- endif %}
+        {%- if '<|think_remember|>' in content %}
+            {%- set ns_flags.preserve_thinking = true %}
+            {%- set content = content.replace('<|think_remember|>', '') %}
+        {%- endif %}
+        {%- set content = content.strip() %}
+        {{- '<|im_start|>system\n' + content + '<|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" %}
+        {%- set content = render_content(message.content, false)|trim %}
+        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
+            {%- set ns.multi_step_tool = false %}
+            {%- set ns.last_query_index = index %}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if ns.multi_step_tool %}
+    {{- raise_exception('No user query found in messages.') }}
+{%- endif %}
+{%- for message in messages %}
+    {%- set content = render_content(message.content, true)|trim %}
+    {%- if '<|think_off|>' in content %}
+        {%- set ns_flags.enable_thinking = false %}
+        {%- set content = content.replace('<|think_off|>', '') %}
+    {%- endif %}
+    {%- if '<|think_on|>' in content %}
+        {%- set ns_flags.enable_thinking = true %}
+        {%- set content = content.replace('<|think_on|>', '') %}
+    {%- endif %}
+    {%- if '<|think_forget|>' in content %}
+        {%- set ns_flags.preserve_thinking = false %}
+        {%- set content = content.replace('<|think_forget|>', '') %}
+    {%- endif %}
+    {%- if '<|think_remember|>' in content %}
+        {%- set ns_flags.preserve_thinking = true %}
+        {%- set content = content.replace('<|think_remember|>', '') %}
+    {%- endif %}
+    {%- set content = content.strip() %}
+    {%- if message.role == "system" or message.role == "developer" %}
+        {%- if not loop.first %}
+            {{- raise_exception('System message must be at the beginning.') }}
+        {%- endif %}
+    {%- elif message.role == "user" %}
+        {{- '<|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 %}
+            {%- set has_think_tag = false %}
+            {%- set think_end_token = '</think>' %}
+            {%- if '</think>' in content %}
+                {%- set has_think_tag = true %}
+            {%- elif '</thinking>' in content %}
+                {%- set has_think_tag = true %}
+                {%- set think_end_token = '</thinking>' %}
+            {%- elif '<think>' in content %}
+                {%- set reasoning_content = content.split('<think>')[-1].lstrip('\n') %}
+                {%- set content = '' %}
+            {%- endif %}
+            {%- if has_think_tag %}
+                {%- set reasoning_content = content.split(think_end_token)[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
+                {%- set content = content.split(think_end_token)[-1].lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- set reasoning_content = reasoning_content|trim %}
+        {%- set show_think = false %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- set show_think = true %}
+        {%- elif ns_flags.enable_thinking and (preserve_thinking is undefined or preserve_thinking is true) and reasoning_content|length > 0 %}
+            {%- set show_think = true %}
+        {%- endif %}
+        {%- if show_think %}
+            {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
+        {%- else %}
+            {{- '<|im_start|>' + message.role + '\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if tool_call.function is defined %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {%- if loop.first %}
+                    {%- if content|trim %}
+                        {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
+                    {%- else %}
+                        {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
+                    {%- endif %}
+                {%- else %}
+                    {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
+                {%- endif %}
+                {%- if tool_call.arguments is defined and tool_call.arguments is mapping %}
+                    {%- if tool_call.arguments|length > 0 %}
+                        {%- for args_name in tool_call.arguments %}
+                            {%- set args_value = tool_call.arguments[args_name] %}
+                            {{- '<parameter=' + args_name + '>\n' }}
+                            {%- set args_value = args_value | string if args_value is string else args_value | tojson %}
+                            {{- args_value }}
+                            {{- '\n</parameter>\n' }}
+                        {%- endfor %}
+                    {%- endif %}
+                {%- elif tool_call.arguments is defined and tool_call.arguments is string %}
+                    {%- if tool_call.arguments|trim|length > 0 %}
+                        {{- tool_call.arguments }}
+                        {{- '\n' }}
+                    {%- endif %}
+                {%- endif %}
+                {{- '</function>\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.previtem and loop.previtem.role != "tool" %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- if not loop.last and loop.nextitem.role != "tool" %}
+            {{- '<|im_end|>\n' }}
+        {%- elif loop.last %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- else %}
+        {{- raise_exception('Unexpected message role.') }}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+    {%- if ns_flags.enable_thinking is false %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- else %}
+        {{- '<think>\n' }}
+    {%- endif %}
+{%- endif %}

generation_config.json

@@ -0,0 +1,13 @@
+{
+  "bos_token_id": 248044,
+  "do_sample": true,
+  "eos_token_id": [
+    248046,
+    248044
+  ],
+  "pad_token_id": 248044,
+  "temperature": 1.0,
+  "top_k": 20,
+  "top_p": 0.95,
+  "transformers_version": "5.8.0"
+}

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tokenizer.json

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tokenizer_config.json

@@ -0,0 +1,38 @@
+{
+  "add_prefix_space": false,
+  "audio_bos_token": "<|audio_start|>",
+  "audio_eos_token": "<|audio_end|>",
+  "audio_token": "<|audio_pad|>",
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "image_token": "<|image_pad|>",
+  "is_local": true,
+  "local_files_only": false,
+  "max_length": null,
+  "model_max_length": 262144,
+  "model_specific_special_tokens": {
+    "audio_bos_token": "<|audio_start|>",
+    "audio_eos_token": "<|audio_end|>",
+    "audio_token": "<|audio_pad|>",
+    "image_token": "<|image_pad|>",
+    "video_token": "<|video_pad|>",
+    "vision_bos_token": "<|vision_start|>",
+    "vision_eos_token": "<|vision_end|>"
+  },
+  "pad_to_multiple_of": null,
+  "pad_token": "<|endoftext|>",
+  "pad_token_type_id": 0,
+  "padding_side": "left",
+  "pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
+  "processor_class": "Qwen3VLProcessor",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "tool_parser_type": "qwen3_coder",
+  "unk_token": null,
+  "video_token": "<|video_pad|>",
+  "vision_bos_token": "<|vision_start|>",
+  "vision_eos_token": "<|vision_end|>"
+}