MiniCPM-V-4.6: minicpmv46_vlm_decode_int8lin bundle

.gitattributes

@@ -34,3 +34,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 gpu-pipelined/minicpmv46_vision/minicpmv46_vision.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+gpu-pipelined/minicpmv46_vlm_decode_int8lin/minicpmv46_vlm_decode_int8lin.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+gpu-pipelined/minicpmv46_vlm_decode_int8lin/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text

gpu-pipelined/minicpmv46_vlm_decode_int8lin/metadata.json

@@ -0,0 +1,28 @@
+{
+  "metadata_version": "0.2",
+  "kind": "llm",
+  "name": "minicpmv46_vlm_decode_int8lin",
+  "assets": {
+    "main": "minicpmv46_vlm_decode_int8lin.aimodel"
+  },
+  "language": {
+    "tokenizer": "openbmb/MiniCPM-V-4.6",
+    "vocab_size": 248094,
+    "max_context_length": 4096,
+    "embedded_tokenizer": true,
+    "function_map": {
+      "main": [
+        "main"
+      ]
+    }
+  },
+  "vlm": {
+    "image_embeds": "[64,1024] static buffer; image ids = V+slot"
+  },
+  "source": {
+    "hf_model_id": "openbmb/MiniCPM-V-4.6"
+  },
+  "compilation": {
+    "date": "2026-06-14T01:15:21.610369+00:00"
+  }
+}

gpu-pipelined/minicpmv46_vlm_decode_int8lin/minicpmv46_vlm_decode_int8lin.aimodel/main.hash

@@ -0,0 +1 @@
+[4�I7�U={&ܔV����jJ�X��[�#���

gpu-pipelined/minicpmv46_vlm_decode_int8lin/minicpmv46_vlm_decode_int8lin.aimodel/main.mlirb

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5b349d49379a553d7b26dc9456d102eaf8c06a4af05889b05bc32305adcad41d
+size 1038389246

gpu-pipelined/minicpmv46_vlm_decode_int8lin/minicpmv46_vlm_decode_int8lin.aimodel/metadata.json

@@ -0,0 +1,3 @@
+{
+  "assetVersion" : "2.0"
+}

gpu-pipelined/minicpmv46_vlm_decode_int8lin/tokenizer/tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33861e37bb955af1e3f3061182b820f347eba2b9c2c1011c82794bf0d6e77b54
+size 19992481

gpu-pipelined/minicpmv46_vlm_decode_int8lin/tokenizer/tokenizer_config.json

@@ -0,0 +1,42 @@
+{
+  "add_prefix_space": false,
+  "audio_bos_token": "<|audio_start|>",
+  "audio_eos_token": "<|audio_end|>",
+  "audio_token": "<|audio_pad|>",
+  "backend": "tokenizers",
+  "bos_token": "<|im_start|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {
+    "image_token": "<|image_pad|>",
+    "video_token": "<|video_pad|>",
+    "image_start_token": "<image>",
+    "image_end_token": "</image>",
+    "slice_start_token": "<slice>",
+    "slice_end_token": "</slice>",
+    "image_id_start_token": "<image_id>",
+    "image_id_end_token": "</image_id>"
+  },
+  "image_token": "<|image_pad|>",
+  "is_local": true,
+  "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_token": "<|endoftext|>",
+  "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+",
+  "split_special_tokens": false,
+  "unk_token": "<unk>",
+  "video_token": "<|video_pad|>",
+  "vision_bos_token": "<|vision_start|>",
+  "vision_eos_token": "<|vision_end|>",
+  "chat_template": "{%- if enable_thinking is not defined -%}\n    {%- set enable_thinking = false -%}\n{%- endif -%}\n{%- macro render_content(content, is_system_content=false) -%}\n    {%- if content is string -%}\n        {{- content -}}\n    {%- elif content is iterable and content is not mapping -%}\n        {%- set ns = namespace(parts=[]) -%}\n        {%- for item in content -%}\n            {%- if 'image' in item or 'image_url' in item or item.type == 'image' -%}\n                {%- if is_system_content -%}\n                    {{- raise_exception('System message cannot contain images.') -}}\n                {%- endif -%}\n                {%- set ns.parts = ns.parts + ['<|image_pad|>'] -%}\n            {%- elif 'video' in item or item.type == 'video' -%}\n                {%- if is_system_content -%}\n                    {{- raise_exception('System message cannot contain videos.') -}}\n                {%- endif -%}\n                {%- set ns.parts = ns.parts + ['<|video_pad|>'] -%}\n            {%- elif 'text' in item -%}\n                {%- set ns.parts = ns.parts + [item.text] -%}\n            {%- else -%}\n                {{- raise_exception('Unexpected item type in content.') -}}\n            {%- endif -%}\n        {%- endfor -%}\n        {{- ns.parts | join('\\n') -}}\n    {%- elif content is none or content is undefined -%}\n        {{- '' -}}\n    {%- else -%}\n        {{- raise_exception('Unexpected content type.') -}}\n    {%- endif -%}\n{%- endmacro -%}\n{%- if not messages %}\n    {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- if tools and tools is iterable and tools is not mapping %}\n    {{- '<|im_start|>system\\n' }}\n    {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\" }}\n    {{- '\\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>' }}\n    {%- if messages[0].role == 'system' %}\n        {%- set content = render_content(messages[0].content, true)|trim %}\n        {%- if content %}\n            {{- '\\n\\n' + content }}\n        {%- endif %}\n    {%- endif %}\n    {{- '<|im_end|>\\n' }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {%- set content = render_content(messages[0].content, true)|trim %}\n        {{- '<|im_start|>system\\n' + 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\" %}\n        {%- set content = render_content(message.content)|trim %}\n        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}\n            {%- set ns.multi_step_tool = false %}\n            {%- set ns.last_query_index = index %}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n    {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n    {%- set content = render_content(message.content)|trim %}\n    {%- if message.role == \"system\" %}\n        {%- if not loop.first %}\n            {{- raise_exception('System message must be at the beginning.') }}\n        {%- endif %}\n    {%- elif message.role == \"user\" %}\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        {%- set reasoning_content = reasoning_content|trim %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if tool_call.function is defined %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {%- if loop.first %}\n                    {%- if content|trim %}\n                        {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n                    {%- else %}\n                        {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n                    {%- endif %}\n                {%- else %}\n                    {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n                {%- endif %}\n                {%- if tool_call.arguments is defined %}\n                    {%- for args_name, args_value in tool_call.arguments|items %}\n                        {{- '<parameter=' + args_name + '>\\n' }}\n                        {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}\n                        {{- args_value }}\n                        {{- '\\n</parameter>\\n' }}\n                    {%- endfor %}\n                {%- endif %}\n                {{- '</function>\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n            {{- '<|im_end|>\\n' }}\n        {%- elif loop.last %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- else %}\n        {{- raise_exception('Unexpected message role.') }}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- else %}\n        {{- '<think>\\n' }}\n    {%- endif %}\n{%- endif %}\n",
+  "tokenizer_class": "Qwen2Tokenizer"
+}