{"_id":"68e6a06b7e7373e89865cab6","id":"google/functiongemma-270m-it","private":false,"pipeline_tag":"text-generation","library_name":"transformers","tags":["transformers","safetensors","gemma3_text","text-generation","gemma3","gemma","google","functiongemma","conversational","license:gemma","text-generation-inference","endpoints_compatible","region:us"],"downloads":22179,"likes":1088,"modelId":"google/functiongemma-270m-it","author":"google","sha":"39eccb091651513a5dfb56892d3714c1b5b8276c","lastModified":"2026-01-14T09:33:54.000Z","gated":"manual","disabled":false,"widgetData":[{"text":"Hi, what can you help me with?"},{"text":"What is 84 * 3 / 2?"},{"text":"Tell me an interesting fact about the universe!"},{"text":"Explain quantum computing in simple terms."}],"model-index":null,"config":{"architectures":["Gemma3ForCausalLM"],"model_type":"gemma3_text","tokenizer_config":{"bos_token":"<bos>","eos_token":"<eos>","pad_token":"<pad>","unk_token":"<unk>","use_default_system_prompt":false},"chat_template_jinja":"{%- macro format_parameters(properties, required) -%}\n    {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}\n    {%- set ns = namespace(found_first=false) -%}\n    {%- for key, value in properties | dictsort -%}\n        {%- if key not in standard_keys -%}\n            {%- if ns.found_first %},{% endif -%}\n            {%- set ns.found_first = true -%}\n            {{- key }}:{description:<escape>{{ value['description'] }}<escape>\n            {%- if value['type'] | upper == 'STRING' -%}\n                {%- if value['enum'] -%}\n                    ,enum:{{ format_argument(value['enum']) }}\n                {%- endif -%}\n            {%- elif value['type'] | upper == 'OBJECT' -%}\n                ,properties:{\n                {%- if value['properties'] is defined and value['properties'] is mapping -%}\n                    {{- format_parameters(value['properties'], value['required'] | default([])) -}}\n                {%- elif value is mapping -%}\n                    {{- format_parameters(value, value['required'] | default([])) -}}\n                {%- endif -%}\n                }\n                {%- if value['required'] -%}\n                    ,required:[\n                    {%- for item in value['required'] | default([]) -%}\n                        <escape>{{- item -}}<escape>\n                        {%- if not loop.last %},{% endif -%}\n                    {%- endfor -%}\n                    ]\n                {%- endif -%}\n            {%- elif value['type'] | upper == 'ARRAY' -%}\n                {%- if value['items'] is mapping and value['items'] -%}\n                    ,items:{\n                    {%- set ns_items = namespace(found_first=false) -%}\n                    {%- for item_key, item_value in value['items'] | dictsort -%}\n                        {%- if item_value is not none -%}\n                            {%- if ns_items.found_first %},{% endif -%}\n                            {%- set ns_items.found_first = true -%}\n                            {%- if item_key == 'properties' -%}\n                                properties:{\n                                {%- if item_value is mapping -%}\n                                    {{- format_parameters(item_value, value['items']['required'] | default([])) -}}\n                                {%- endif -%}\n                                }\n                            {%- elif item_key == 'required' -%}\n                                required:[\n                                {%- for req_item in item_value -%}\n                                    <escape>{{- req_item -}}<escape>\n                                    {%- if not loop.last %},{% endif -%}\n                                {%- endfor -%}\n                                ]\n                            {%- elif item_key == 'type' -%}\n                                {%- if item_value is string -%}\n                                    type:{{ format_argument(item_value | upper) }}\n                                {%- else -%}\n                                    type:{{ format_argument(item_value | map('upper') | list) }}\n                                {%- endif -%}\n                            {%- else -%}\n                                {{ item_key }}:{{ format_argument(item_value) }}\n                            {%- endif -%}\n                        {%- endif -%}\n                    {%- endfor -%}\n                    }\n                {%- endif -%}\n            {%- endif -%}\n            ,type:<escape>{{ value['type'] | upper }}<escape>}\n        {%- endif -%}\n    {%- endfor -%}\n{%- endmacro -%}\n{% macro format_function_declaration(tool_data) -%}\ndeclaration:{{- tool_data['function']['name'] -}}\n{description:<escape>{{- tool_data['function']['description'] -}}<escape>\n{%- set params = tool_data['function']['parameters'] -%}\n{%- if params -%}\n    ,parameters:{\n    {%- if params['properties'] -%}\n        properties:{ {{- format_parameters(params['properties'], params['required']) -}} },\n    {%- endif -%}\n    {%- if params['required'] -%}\n        required:[\n        {%- for item in params['required'] -%}\n            <escape>{{- item -}}<escape>\n            {{- ',' if not loop.last -}}\n        {%- endfor -%}\n        ],\n    {%- endif -%}\n    {%- if params['type'] -%}\n        type:<escape>{{- params['type'] | upper -}}<escape>}\n    {%- endif -%}\n{%- endif -%}\n}\n{%- endmacro -%}\n{% macro format_argument(argument, escape_keys=True) -%}\n{%- if argument is string -%}\n    {{- '<escape>' + argument + '<escape>' -}}\n{%- elif argument is boolean -%}\n    {%- if argument -%}\n        {{- 'true' -}}\n    {%- else -%}\n        {{- 'false' -}}\n    {%- endif -%}\n{%- elif argument is mapping -%}\n    {{- '{' -}}\n    {%- set ns = namespace(found_first=false) -%}\n    {%- for key, value in argument | dictsort -%}\n        {%- if ns.found_first %},{% endif -%}\n        {%- set ns.found_first = true -%}\n        {%- if escape_keys -%}\n            {{- '<escape>' + key + '<escape>' -}}\n        {%- else -%}\n            {{- key -}}\n        {%- endif -%}\n        :{{- format_argument(value, escape_keys=escape_keys) -}}\n    {%- endfor -%}\n    {{- '}' -}}\n{%- elif argument is sequence -%}\n    {{- '[' -}}\n    {%- for item in argument -%}\n        {{- format_argument(item, escape_keys=escape_keys) -}}\n        {%- if not loop.last %},{% endif -%}\n    {%- endfor -%}\n    {{- ']' -}}\n{%- else -%}\n    {{- argument -}}\n{%- endif -%}\n{%- endmacro -%}\n{{ bos_token }}\n{%- set ns = namespace(prev_message_type=None) -%}\n{#- Tool Declarations -#}\n{%- set loop_messages = messages -%}\n{%- if tools or messages[0]['role'] == 'system' or messages[0]['role'] == 'developer' -%}\n    {{- '<start_of_turn>developer\\n' -}}\n    {%- if messages[0]['role'] == 'system' or messages[0]['role'] == 'developer' -%}\n        {%- if messages[0]['content'] is string -%}\n            {{- messages[0]['content'] | trim -}}\n        {%- elif messages[0]['content'] is sequence -%}\n            {%- for item in messages[0]['content'] -%}\n                {%- if item['type'] == 'text' -%}\n                    {{- item['text'] | trim -}}\n                {%- endif -%}\n            {%- endfor -%}\n        {%- endif -%}\n        {%- set loop_messages = messages[1:] -%}\n    {%- endif -%}\n    {%- if tools -%}\n        {%- for tool in tools %}\n            {{- '<start_function_declaration>' -}}\n            {{- format_function_declaration(tool) | trim }}\n            {{- '<end_function_declaration>' -}}\n        {%- endfor %}\n    {%- endif -%}\n    {{- '<end_of_turn>\\n' }}\n{%- endif %}\n{#- Loop through messages. -#}\n{%- for message in loop_messages -%}\n    {%- if (message['role'] == 'assistant') -%}\n        {#- Rename \"assistant\" to \"model\". -#}\n        {%- set role = \"model\" -%}\n    {%- else -%}\n        {%- set role = message['role'] -%}\n    {%- endif -%}\n    {%- if role != 'tool' -%}\n        {%- if ns.prev_message_type != 'tool_response' -%}\n            {{- '<start_of_turn>' + role + '\\n' }}\n        {%- endif -%}\n        {%- set ns.prev_message_type = None -%}\n        {%- if 'content' in message and message['content'] is not none -%}\n            {%- if message['content'] is string -%}\n                {{ message['content'] | trim }}\n            {%- elif message['content'] is sequence -%}\n                {%- for item in message['content'] -%}\n                    {%- if item['type'] == 'image' -%}\n                        {{ '<start_of_image>' }}\n                    {%- elif item['type'] == 'text' -%}\n                        {{ item['text'] | trim }}\n                    {%- endif -%}\n                {%- endfor -%}\n            {%- else -%}\n                {{ raise_exception(\"Invalid content type in user/assistant message\") }}\n            {%- endif -%}\n            {%- set ns.prev_message_type = 'content' -%}\n        {%- endif -%}\n        {%- if 'tool_calls' in message and message['tool_calls'] and message['tool_calls'] is iterable -%}\n            {#- Tool Calls -#}\n            {%- for tool_call in message['tool_calls'] -%}\n                {% set function = tool_call['function'] %}\n                {{-  '<start_function_call>call:' + function['name'] + '{' -}}\n                {%- if 'arguments' in function -%}\n                    {%- if function['arguments'] is mapping -%}\n                        {%- set ns = namespace(found_first=false) -%}\n                        {%- for key, value in function['arguments'] | dictsort -%}\n                            {%- if ns.found_first %},{% endif -%}\n                            {%- set ns.found_first = true -%}\n                            {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n                        {%- endfor -%}\n                    {%- elif function['arguments'] is string -%}\n                        {# This handles string-JSON, just in case #}\n                    {{ function['arguments'] }}\n                    {%- endif %}\n                {%- endif -%}\n                {{- '}<end_function_call>' -}}\n            {%- endfor -%}\n            {%- if loop.last -%}\n                {{ '<start_function_response>' }}\n            {%- endif -%}\n            {%- set ns.prev_message_type = 'tool_call' -%}\n        {%- endif -%}\n    {%- else -%}\n        {#- Tool Responses -#}\n        {%- if 'content' in message and message['content'] -%}\n            {%- if message['content'] is mapping -%}\n                {%- if 'name' in message['content'] and 'response' in message['content'] -%}\n                    {{ '<start_function_response>response:' + message['content']['name'] | trim + '{' }}\n                    {%- set response_ns = namespace(found_first=false) -%}\n                    {%- for key, value in message['content']['response'] | dictsort -%}\n                        {%- if response_ns.found_first %},{% endif -%}\n                        {%- set response_ns.found_first = true -%}\n                        {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n                    {%- endfor -%}\n                    {{- '}<end_function_response>' -}}\n                {%- elif 'name' in message -%}\n                    {{ '<start_function_response>response:' + message['name'] | trim + '{' }}\n                    {%- set response_ns = namespace(found_first=false) -%}\n                    {%- for key, value in message['content'] | dictsort -%}\n                        {%- if response_ns.found_first %},{% endif -%}\n                        {%- set response_ns.found_first = true -%}\n                        {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n                    {%- endfor -%}\n                    {{- '}<end_function_response>' -}}\n                {%- else -%}\n                    {{ raise_exception(\"Invalid tool response mapping: must contain 'name' and 'response' keys, or 'name' must be in the message.\") }}\n                {%- endif -%}\n            {%- elif message['content'] is string -%}\n                {%- if 'name' in message -%}\n                     {{ '<start_function_response>response:' + message['name'] | trim + '{value:' + format_argument(message['content'], escape_keys=False) + '}<end_function_response>' }}\n                {%- else -%}\n                     {{ raise_exception(\"Invalid tool response: 'name' must be provided.\") }}\n                {%- endif -%}\n            {%- elif message['content'] is sequence -%}\n                {%- for item in message['content'] -%}\n                    {%- if item is mapping -%}\n                        {%- if 'name' in item and 'response' in item -%}\n                            {{ '<start_function_response>response:' + item['name'] | trim + '{' }}\n                            {%- set response_ns = namespace(found_first=false) -%}\n                            {%- for key, value in item['response'] | dictsort -%}\n                                {%- if response_ns.found_first %},{% endif -%}\n                                {%- set response_ns.found_first = true -%}\n                                {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n                            {%- endfor -%}\n                            {{- '}<end_function_response>' -}}\n                        {%- elif 'name' in message -%}\n                            {{ '<start_function_response>response:' + message['name'] | trim + '{' }}\n                            {%- set response_ns = namespace(found_first=false) -%}\n                            {%- for key, value in item | dictsort -%}\n                                {%- if response_ns.found_first %},{% endif -%}\n                                {%- set response_ns.found_first = true -%}\n                                {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n                            {%- endfor -%}\n                            {{- '}<end_function_response>' -}}\n                        {%- else -%}\n                            {{ raise_exception(\"Invalid tool response mapping: must contain 'name' and 'response' keys, or 'name' must be in the message.\") }}\n                        {%- endif -%}\n                    {%- else -%}\n                        {{ raise_exception(\"Invalid tool response message: multiple responses must all be mappings\") }}\n                    {%- endif -%}\n                {%- endfor -%}\n            {%- else -%}\n                {{ raise_exception(\"Invalid content type in tool message: must be mapping, sequence of mappings, or string.\") }}\n            {%- endif -%}\n        {%- endif -%}\n        {%- set ns.prev_message_type = 'tool_response' -%}\n    {%- endif -%}\n    {%- if ns.prev_message_type not in ['tool_call', 'tool_response'] -%}\n        {{ '<end_of_turn>\\n' }}\n    {%- endif -%}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n    {%- if ns.prev_message_type != 'tool_response' -%}\n        {{- '<start_of_turn>model\\n' -}}\n    {%- endif -%}\n{%- endif -%}\n"},"cardData":{"license":"gemma","tags":["gemma3","gemma","google","functiongemma"],"pipeline_tag":"text-generation","library_name":"transformers","extra_gated_heading":"Access Gemma on Hugging Face","extra_gated_prompt":"To access FunctionGemma on Hugging Face, you’re required to review and agree to Google’s usage license. To do this, please ensure you’re logged in to Hugging Face and click below. Requests are processed immediately.","extra_gated_button_content":"Acknowledge license"},"transformersInfo":{"auto_model":"AutoModelForCausalLM","pipeline_tag":"text-generation","processor":"AutoTokenizer"},"siblings":[{"rfilename":".gitattributes"},{"rfilename":"README.md"},{"rfilename":"added_tokens.json"},{"rfilename":"chat_template.jinja"},{"rfilename":"config.json"},{"rfilename":"generation_config.json"},{"rfilename":"model.safetensors"},{"rfilename":"special_tokens_map.json"},{"rfilename":"tiny_garden.litertlm"},{"rfilename":"tokenizer.json"},{"rfilename":"tokenizer.model"},{"rfilename":"tokenizer_config.json"}],"spaces":["embedl/hfviewer","google/functiongemma-tuning-lab","webml-community/FunctionGemma-Physics-Playground","eduagarcia/multilingual-tokenizer-leaderboard","triflix/brainfuncall","ovinduG/gemmafunctionC","ZENLLC/FunctionGemma-Physics-Playground","AI4U2/peakmind-os","seawolf2357/FunctionGemma-Physics-Playground","Tsuchiya1025/FunctionGemma-Physics-Playground","Sachin21112004/FunctionGemma-Test","GA-Res/FunctionGemma-Physics-Playground","KGNINJA/FunctionGemmabotdemo","KGNINJA/FunctionGemmabotdemo-docker","Jensin/FunctionGemma-Physics-Playground","HexQuant/FunctionGemma-Physics-Playground","VinayHajare/Physics-Playground","jabalarami/my-function-gemma","crittiksglobal/vertexelite-1","lucaspetti/function-gemma","webgpu/FunctionGemma-Physics-Playground","ysharma/dummy_gemma270","ALAN-jarvis-like-assistant/jarvis_cloud","natbutter/functiongemma-tuning-lab","drdata/FunctionGemma-Physics-Playground","eyalnof123/functiongemma-trainer","talha970/functiongemma-tuning-lab","jaymart7/my-functiongemma-tuning-lab","rlkit/train-mobile-controller-llm","manxaneletso/Chat","manxaneletso/CHat_Dev_Space","tahmid109/functiongemma-tuning-lab","manxaneletso/Chat-Main","axewbotx/functiongemma-tuning-lab","aquanode/gpu-vram-calculator"],"createdAt":"2025-10-08T17:33:31.000Z","safetensors":{"parameters":{"BF16":268098176},"total":268098176},"usedStorage":862737421}