Instructions to use B-K/song2midi-processor with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use B-K/song2midi-processor with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("B-K/song2midi-processor", dtype="auto") - Notebooks
- Google Colab
- Kaggle
| {%- set image_count = namespace(value=0) %} | |
| {%- set video_count = namespace(value=0) %} | |
| {%- set midi_count = namespace(value=0) %} {# added midi counter #} | |
| {%- 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 %} | |
| {{- '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 %} | |
| {{- 'Video ' ~ video_count.value ~ ': ' }} | |
| {%- endif %} | |
| {{- '<|vision_start|><|video_pad|><|vision_end|>' }} | |
| {%- elif 'midi' in item or 'midi_url' in item or item.type == 'midi' %} {# midi handling #} | |
| {%- if is_system_content %} | |
| {{- raise_exception('System message cannot contain MIDI content.') }} | |
| {%- endif %} | |
| {%- if do_vision_count %} | |
| {%- set midi_count.value = midi_count.value + 1 %} | |
| {%- endif %} | |
| {%- if add_vision_id %} | |
| {{- 'MIDI ' ~ midi_count.value ~ ': ' }} | |
| {%- endif %} | |
| {{- '<|midi_start|><|image_pad|><|midi_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 %} | |
| {%- if not messages %} | |
| {{- raise_exception('No messages provided.') }} | |
| {%- endif %} | |
| {%- if tools and tools is iterable and tools is not mapping %} | |
| {{- '<|im_start|>system | |
| ' }} | |
| {{- "# Tools | |
| You have access to the following functions: | |
| <tools>" }} | |
| {%- for tool in tools %} | |
| {{- " | |
| " }} | |
| {{- tool | tojson }} | |
| {%- endfor %} | |
| {{- " | |
| </tools>" }} | |
| {{- ' | |
| If you choose to call a function ONLY reply in the following format with NO suffix: | |
| <tool_call> | |
| <function=example_function_name> | |
| <parameter=example_parameter_1> | |
| value_1 | |
| </parameter> | |
| <parameter=example_parameter_2> | |
| This is the value for the second parameter | |
| that can span | |
| multiple lines | |
| </parameter> | |
| </function> | |
| </tool_call> | |
| <IMPORTANT> | |
| Reminder: | |
| - Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags | |
| - Required parameters MUST be specified | |
| - You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after | |
| - 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 | |
| </IMPORTANT>' }} | |
| {%- if messages[0].role == 'system' %} | |
| {%- set content = render_content(messages[0].content, false, true)|trim %} | |
| {%- if content %} | |
| {{- ' | |
| ' + content }} | |
| {%- endif %} | |
| {%- endif %} | |
| {{- '<|im_end|> | |
| ' }} | |
| {%- else %} | |
| {%- if messages[0].role == 'system' %} | |
| {%- set content = render_content(messages[0].content, false, true)|trim %} | |
| {{- '<|im_start|>system | |
| ' + content + '<|im_end|> | |
| ' }} | |
| {%- 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 message.role == "system" %} | |
| {%- if not loop.first %} | |
| {{- raise_exception('System message must be at the beginning.') }} | |
| {%- endif %} | |
| {%- elif message.role == "user" %} | |
| {{- '<|im_start|>' + message.role + ' | |
| ' + content + '<|im_end|>' + ' | |
| ' }} | |
| {%- 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(' | |
| ').split('<think>')[-1].lstrip(' | |
| ') %} | |
| {%- set content = content.split('</think>')[-1].lstrip(' | |
| ') %} | |
| {%- endif %} | |
| {%- endif %} | |
| {%- set reasoning_content = reasoning_content|trim %} | |
| {%- if loop.index0 > ns.last_query_index %} | |
| {{- '<|im_start|>' + message.role + ' | |
| <think> | |
| ' + reasoning_content + ' | |
| </think> | |
| ' + content }} | |
| {%- else %} | |
| {{- '<|im_start|>' + message.role + ' | |
| ' + 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 %} | |
| {{- ' | |
| <tool_call> | |
| <function=' + tool_call.name + '> | |
| ' }} | |
| {%- else %} | |
| {{- '<tool_call> | |
| <function=' + tool_call.name + '> | |
| ' }} | |
| {%- endif %} | |
| {%- else %} | |
| {{- ' | |
| <tool_call> | |
| <function=' + tool_call.name + '> | |
| ' }} | |
| {%- endif %} | |
| {%- if tool_call.arguments is defined %} | |
| {%- for args_name, args_value in tool_call.arguments|items %} | |
| {{- '<parameter=' + args_name + '> | |
| ' }} | |
| {%- 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 %} | |
| {{- args_value }} | |
| {{- ' | |
| </parameter> | |
| ' }} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- '</function> | |
| </tool_call>' }} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- '<|im_end|> | |
| ' }} | |
| {%- elif message.role == "tool" %} | |
| {%- if loop.previtem and loop.previtem.role != "tool" %} | |
| {{- '<|im_start|>user' }} | |
| {%- endif %} | |
| {{- ' | |
| <tool_response> | |
| ' }} | |
| {{- content }} | |
| {{- ' | |
| </tool_response>' }} | |
| {%- if not loop.last and loop.nextitem.role != "tool" %} | |
| {{- '<|im_end|> | |
| ' }} | |
| {%- elif loop.last %} | |
| {{- '<|im_end|> | |
| ' }} | |
| {%- endif %} | |
| {%- else %} | |
| {{- raise_exception('Unexpected message role.') }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- if add_generation_prompt %} | |
| {{- '<|im_start|>assistant | |
| ' }} | |
| {%- if enable_thinking is defined and enable_thinking is true %} | |
| {{- '<think> | |
| ' }} | |
| {%- else %} | |
| {{- '<think> | |
| </think> | |
| ' }} | |
| {%- endif %} | |
| {%- endif %} |