Image-Text-to-Text
Transformers
Safetensors
GGUF
qwen3_5
alpie
169pi
qwen3.5
vision-language
multimodal
reasoning
coding
video-understanding
multilingual
indic
long-context
9b
apache-2.0
conversational
Instructions to use 169Pi/Alpie_seed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use 169Pi/Alpie_seed with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="169Pi/Alpie_seed") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] pipe(text=messages)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("169Pi/Alpie_seed") model = AutoModelForMultimodalLM.from_pretrained("169Pi/Alpie_seed", device_map="auto") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] inputs = processor.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=256) print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use 169Pi/Alpie_seed with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "169Pi/Alpie_seed" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "169Pi/Alpie_seed", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/169Pi/Alpie_seed
- SGLang
How to use 169Pi/Alpie_seed with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "169Pi/Alpie_seed" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "169Pi/Alpie_seed", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "169Pi/Alpie_seed" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "169Pi/Alpie_seed", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }' - Docker Model Runner
How to use 169Pi/Alpie_seed with Docker Model Runner:
docker model run hf.co/169Pi/Alpie_seed
Download chat_template.jinja from 169Pi/Alpie_seed: direct link, hf CLI and curl.
- Browser
- Download file 9.95 kB
-
https://huggingface.co/169Pi/Alpie_seed/resolve/main/chat_template.jinja
- Command line
-
hf download hf://169Pi/Alpie_seed/chat_template.jinja
-
curl -L -o chat_template.jinja https://huggingface.co/169Pi/Alpie_seed/resolve/main/chat_template.jinja
9.95 kB
| {%- set image_count = namespace(value=0) %} | |
| {%- set video_count = namespace(value=0) %} | |
| {%- set identity_policy = "You are Alpie Seed 9B, a model built by 169Pi, an Indian research company. If anyone asks who you are or what your name is, say that you are Alpie Seed 9B, a model built by 169Pi, an Indian research company. If anyone asks who built or created you, say 169Pi AI. If anyone asks where you are from, say India." %} | |
| {%- 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 '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 %} | |
| {# ============================================================ | |
| SYSTEM MESSAGE | |
| ============================================================ #} | |
| {%- if messages[0].role == 'system' %} | |
| {%- set user_system_content = render_content( | |
| messages[0].content, false, true | |
| )|trim %} | |
| {{- '<|im_start|>system\n' }} | |
| {{- india_position_policy }} | |
| {{- '\n\n' + identity_policy }} | |
| {%- if tools and tools is iterable and tools is not mapping %} | |
| {{- '\n\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>\nvalue_2\n</parameter>\n' }} | |
| {{- '</function>\n</tool_call>' }} | |
| {{- '\n\nIMPORTANT:\n' }} | |
| {{- '- Function calls MUST use the specified XML format.\n' }} | |
| {{- '- Required parameters MUST be specified.\n' }} | |
| {{- '- Do not add text after a function call.\n' }} | |
| {{- '- If no function call is needed, answer normally.\n' }} | |
| {%- endif %} | |
| {%- if user_system_content %} | |
| {{- '\n\n' + user_system_content }} | |
| {%- endif %} | |
| {{- '<|im_end|>\n' }} | |
| {%- else %} | |
| {{- '<|im_start|>system\n' }} | |
| {{- india_position_policy }} | |
| {{- '\n\n' + identity_policy }} | |
| {%- if tools and tools is iterable and tools is not mapping %} | |
| {{- '\n\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>\nvalue_2\n</parameter>\n' }} | |
| {{- '</function>\n</tool_call>' }} | |
| {{- '\n\nIMPORTANT:\n' }} | |
| {{- '- Function calls MUST use the specified XML format.\n' }} | |
| {{- '- Required parameters MUST be specified.\n' }} | |
| {{- '- Do not add text after a function call.\n' }} | |
| {{- '- If no function call is needed, answer normally.\n' }} | |
| {%- endif %} | |
| {{- '<|im_end|>\n' }} | |
| {%- endif %} | |
| {# ============================================================ | |
| FIND LAST USER QUERY | |
| ============================================================ #} | |
| {%- 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 %} | |
| {# ============================================================ | |
| RENDER MESSAGES | |
| ============================================================ #} | |
| {%- 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|>user\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 %} | |
| {%- set reasoning_content = reasoning_content|trim %} | |
| {%- if loop.index0 > ns.last_query_index %} | |
| {{- '<|im_start|>assistant\n<think>\n' }} | |
| {{- reasoning_content }} | |
| {{- '\n</think>\n\n' }} | |
| {{- content }} | |
| {%- else %} | |
| {{- '<|im_start|>assistant\n' }} | |
| {{- content }} | |
| {%- endif %} | |
| {# ---------------- TOOL CALLS ---------------- #} | |
| {%- 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' }} | |
| {%- endif %} | |
| {%- else %} | |
| {{- '\n' }} | |
| {%- endif %} | |
| {{- '<tool_call>\n<function=' }} | |
| {{- tool_call.name }} | |
| {{- '>\n' }} | |
| {%- if tool_call.arguments is defined %} | |
| {%- for args_name, args_value in tool_call.arguments|items %} | |
| {{- '<parameter=' }} | |
| {{- args_name }} | |
| {{- '>\n' }} | |
| {%- if args_value is mapping | |
| or (args_value is sequence | |
| and args_value is not string) %} | |
| {{- args_value | tojson | safe }} | |
| {%- else %} | |
| {{- args_value | string }} | |
| {%- endif %} | |
| {{- '\n</parameter>\n' }} | |
| {%- endfor %} | |
| {%- 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 %} | |
| {# ============================================================ | |
| GENERATION PROMPT | |
| ============================================================ #} | |
| {%- if add_generation_prompt %} | |
| {{- '<|im_start|>assistant\n' }} | |
| {%- if enable_thinking is defined and enable_thinking is false %} | |
| {{- '<think>\n\n</think>\n\n' }} | |
| {%- else %} | |
| {{- '<think>\n' }} | |
| {%- endif %} | |
| {%- endif %} |