commit 95618a554fa637c31425be9aa4262a926747e821 Author: ModelHub XC Date: Wed Apr 22 06:50:34 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: aidystark/function Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx 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0000000..65d8a37 --- /dev/null +++ b/README.md @@ -0,0 +1,21 @@ +--- +base_model: unsloth/functiongemma-270m-it-unsloth-bnb-4bit +tags: +- text-generation-inference +- transformers +- unsloth +- gemma3_text +license: apache-2.0 +language: +- en +--- + +# Uploaded finetuned model + +- **Developed by:** aidystark +- **License:** apache-2.0 +- **Finetuned from model :** unsloth/functiongemma-270m-it-unsloth-bnb-4bit + +This gemma3_text model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. + +[](https://github.com/unslothai/unsloth) diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..91b1d29 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,282 @@ +{%- macro format_parameters(properties, required) -%} + {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%} + {%- set ns = namespace(found_first=false) -%} + {%- for key, value in properties | dictsort -%} + {%- if key not in standard_keys -%} + {%- if ns.found_first %},{% endif -%} + {%- set ns.found_first = true -%} + {{- key }}:{description:{{ value['description'] }} + {%- if value['type'] | upper == 'STRING' -%} + {%- if value['enum'] -%} + ,enum:{{ format_argument(value['enum']) }} + {%- endif -%} + {%- elif value['type'] | upper == 'OBJECT' -%} + ,properties:{ + {%- if value['properties'] is defined and value['properties'] is mapping -%} + {{- format_parameters(value['properties'], value['required'] | default([])) -}} + {%- elif value is mapping -%} + {{- format_parameters(value, value['required'] | default([])) -}} + {%- endif -%} + } + {%- if value['required'] -%} + ,required:[ + {%- for item in value['required'] | default([]) -%} + {{- item -}} + {%- if not loop.last %},{% endif -%} + {%- endfor -%} + ] + {%- endif -%} + {%- elif value['type'] | upper == 'ARRAY' -%} + {%- if value['items'] is mapping and value['items'] -%} + ,items:{ + {%- set ns_items = namespace(found_first=false) -%} + {%- for item_key, item_value in value['items'] | dictsort -%} + {%- if item_value is not none -%} + {%- if ns_items.found_first %},{% endif -%} + {%- set ns_items.found_first = true -%} + {%- if item_key == 'properties' -%} + properties:{ + {%- if item_value is mapping -%} + {{- format_parameters(item_value, value['items']['required'] | default([])) -}} + {%- endif -%} + } + {%- elif item_key == 'required' -%} + required:[ + {%- for req_item in item_value -%} + {{- req_item -}} + {%- if not loop.last %},{% endif -%} + {%- endfor -%} + ] + {%- elif item_key == 'type' -%} + {%- if item_value is string -%} + type:{{ format_argument(item_value | upper) }} + {%- else -%} + type:{{ format_argument(item_value | map('upper') | list) }} + {%- endif -%} + {%- else -%} + {{ item_key }}:{{ format_argument(item_value) }} + {%- endif -%} + {%- endif -%} + {%- endfor -%} + } + {%- endif -%} + {%- endif -%} + ,type:{{ value['type'] | upper }}} + {%- endif -%} + {%- endfor -%} +{%- endmacro -%} +{% macro format_function_declaration(tool_data) -%} +declaration:{{- tool_data['function']['name'] -}} +{description:{{- tool_data['function']['description'] -}} +{%- set params = tool_data['function']['parameters'] -%} +{%- if params -%} + ,parameters:{ + {%- if params['properties'] -%} + properties:{ {{- format_parameters(params['properties'], params['required']) -}} }, + {%- endif -%} + {%- if params['required'] -%} + required:[ + {%- for item in params['required'] -%} + {{- item -}} + {{- ',' if not loop.last -}} + {%- endfor -%} + ], + {%- endif -%} + {%- if params['type'] -%} + type:{{- params['type'] | upper -}}} + {%- endif -%} +{%- endif -%} +} +{%- endmacro -%} +{% macro format_argument(argument, escape_keys=True) -%} +{%- if argument is string -%} + {{- '' + argument + '' -}} +{%- elif argument is boolean -%} + {%- if argument -%} + {{- 'true' -}} + {%- else -%} + {{- 'false' -}} + {%- endif -%} +{%- elif argument is mapping -%} + {{- '{' -}} + {%- set ns = namespace(found_first=false) -%} + {%- for key, value in argument | dictsort -%} + {%- if ns.found_first %},{% endif -%} + {%- set ns.found_first = true -%} + {%- if escape_keys -%} + {{- '' + key + '' -}} + {%- else -%} + {{- key -}} + {%- endif -%} + :{{- format_argument(value, escape_keys=escape_keys) -}} + {%- endfor -%} + {{- '}' -}} +{%- elif argument is sequence -%} + {{- '[' -}} + {%- for item in argument -%} + {{- format_argument(item, escape_keys=escape_keys) -}} + {%- if not loop.last %},{% endif -%} + {%- endfor -%} + {{- ']' -}} +{%- else -%} + {{- argument -}} +{%- endif -%} +{%- endmacro -%} +{{ bos_token }} +{%- set ns = namespace(prev_message_type=None) -%} +{#- Tool Declarations -#} +{%- set loop_messages = messages -%} +{%- if tools or messages[0]['role'] == 'system' or messages[0]['role'] == 'developer' -%} + {{- 'developer\n' -}} + {%- if messages[0]['role'] == 'system' or messages[0]['role'] == 'developer' -%} + {%- if messages[0]['content'] is string -%} + {{- messages[0]['content'] | trim -}} + {%- elif messages[0]['content'] is sequence -%} + {%- for item in messages[0]['content'] -%} + {%- if item['type'] == 'text' -%} + {{- item['text'] | trim -}} + {%- endif -%} + {%- endfor -%} + {%- endif -%} + {%- set loop_messages = messages[1:] -%} + {%- else -%} + {{- 'You are a model that can do function calling with the following functions' -}} + {%- set loop_messages = messages -%} + {%- endif -%} + {%- if tools -%} + {%- for tool in tools %} + {{- '' -}} + {{- format_function_declaration(tool) | trim }} + {{- '' -}} + {%- endfor %} + {%- endif -%} + {{- '\n' }} +{%- endif %} +{#- Loop through messages. -#} +{%- for message in loop_messages -%} + {%- if (message['role'] == 'assistant') -%} + {#- Rename "assistant" to "model". -#} + {%- set role = "model" -%} + {%- else -%} + {%- set role = message['role'] -%} + {%- endif -%} + {%- if role != 'tool' -%} + {%- if ns.prev_message_type != 'tool_response' -%} + {{- '' + role + '\n' }} + {%- endif -%} + {%- set ns.prev_message_type = None -%} + {%- if 'content' in message and message['content'] is not none -%} + {%- if message['content'] is string -%} + {{ message['content'] | trim }} + {%- elif message['content'] is sequence -%} + {%- for item in message['content'] -%} + {%- if item['type'] == 'image' -%} + {{ '' }} + {%- elif item['type'] == 'text' -%} + {{ item['text'] | trim }} + {%- endif -%} + {%- endfor -%} + {%- else -%} + {{ raise_exception("Invalid content type in user/assistant message") }} + {%- endif -%} + {%- set ns.prev_message_type = 'content' -%} + {%- endif -%} + {%- if 'tool_calls' in message and message['tool_calls'] and message['tool_calls'] is iterable -%} + {#- Tool Calls -#} + {%- for tool_call in message['tool_calls'] -%} + {% set function = tool_call['function'] %} + {{- 'call:' + function['name'] + '{' -}} + {%- if 'arguments' in function -%} + {%- if function['arguments'] is mapping -%} + {%- set ns = namespace(found_first=false) -%} + {%- for key, value in function['arguments'] | dictsort -%} + {%- if ns.found_first %},{% endif -%} + {%- set ns.found_first = true -%} + {{- key -}}:{{- format_argument(value, escape_keys=False) -}} + {%- endfor -%} + {%- elif function['arguments'] is string -%} + {# This handles string-JSON, just in case #} + {{ function['arguments'] }} + {%- endif %} + {%- endif -%} + {{- '}' -}} + {%- endfor -%} + {%- if loop.last -%} + {{ '' }} + {%- endif -%} + {%- set ns.prev_message_type = 'tool_call' -%} + {%- endif -%} + {%- else -%} + {#- Tool Responses -#} + {%- if 'content' in message and message['content'] -%} + {%- if message['content'] is mapping -%} + {%- if 'name' in message['content'] and 'response' in message['content'] -%} + {{ 'response:' + message['content']['name'] | trim + '{' }} + {%- set response_ns = namespace(found_first=false) -%} + {%- for key, value in message['content']['response'] | dictsort -%} + {%- if response_ns.found_first %},{% endif -%} + {%- set response_ns.found_first = true -%} + {{- key -}}:{{- format_argument(value, escape_keys=False) -}} + {%- endfor -%} + {{- '}' -}} + {%- elif 'name' in message -%} + {{ 'response:' + message['name'] | trim + '{' }} + {%- set response_ns = namespace(found_first=false) -%} + {%- for key, value in message['content'] | dictsort -%} + {%- if response_ns.found_first %},{% endif -%} + {%- set response_ns.found_first = true -%} + {{- key -}}:{{- format_argument(value, escape_keys=False) -}} + {%- endfor -%} + {{- '}' -}} + {%- else -%} + {{ raise_exception("Invalid tool response mapping: must contain 'name' and 'response' keys, or 'name' must be in the message.") }} + {%- endif -%} + {%- elif message['content'] is string -%} + {%- if 'name' in message -%} + {{ 'response:' + message['name'] | trim + '{value:' + format_argument(message['content'], escape_keys=False) + '}' }} + {%- else -%} + {{ raise_exception("Invalid tool response: 'name' must be provided.") }} + {%- endif -%} + {%- elif message['content'] is sequence -%} + {%- for item in message['content'] -%} + {%- if item is mapping -%} + {%- if 'name' in item and 'response' in item -%} + {{ 'response:' + item['name'] | trim + '{' }} + {%- set response_ns = namespace(found_first=false) -%} + {%- for key, value in item['response'] | dictsort -%} + {%- if response_ns.found_first %},{% endif -%} + {%- set response_ns.found_first = true -%} + {{- key -}}:{{- format_argument(value, escape_keys=False) -}} + {%- endfor -%} + {{- '}' -}} + {%- elif 'name' in message -%} + {{ 'response:' + message['name'] | trim + '{' }} + {%- set response_ns = namespace(found_first=false) -%} + {%- for key, value in item | dictsort -%} + {%- if response_ns.found_first %},{% endif -%} + {%- set response_ns.found_first = true -%} + {{- key -}}:{{- format_argument(value, escape_keys=False) -}} + {%- endfor -%} + {{- '}' -}} + {%- else -%} + {{ raise_exception("Invalid tool response mapping: must contain 'name' and 'response' keys, or 'name' must be in the message.") }} + {%- endif -%} + {%- else -%} + {{ raise_exception("Invalid tool response message: multiple responses must all be mappings") }} + {%- endif -%} + {%- endfor -%} + {%- else -%} + {{ raise_exception("Invalid content type in tool message: must be mapping, sequence of mappings, or string.") }} + {%- endif -%} + {%- endif -%} + {%- set ns.prev_message_type = 'tool_response' -%} + {%- endif -%} + {%- if ns.prev_message_type not in ['tool_call', 'tool_response'] -%} + {{ '\n' }} + {%- endif -%} +{%- endfor -%} +{%- if add_generation_prompt -%} + {%- if ns.prev_message_type != 'tool_response' -%} + {{- 'model\n' -}} + {%- endif -%} +{%- endif -%} diff --git a/config.json b/config.json new file mode 100644 index 0000000..207f04c --- /dev/null +++ b/config.json @@ -0,0 +1,64 @@ +{ + "_sliding_window_pattern": 6, + "architectures": [ + "Gemma3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "attn_logit_softcapping": null, + "bos_token_id": 2, + "torch_dtype": "float16", + "eos_token_id": 106, + "final_logit_softcapping": null, + "head_dim": 256, + "hidden_activation": "gelu_pytorch_tanh", + "hidden_size": 640, + "initializer_range": 0.02, + "intermediate_size": 2048, + "layer_types": [ + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention" + ], + "max_position_embeddings": 32768, + "model_name": "unsloth/functiongemma-270m-it-unsloth-bnb-4bit", + "model_type": "gemma3_text", + "num_attention_heads": 4, + "num_hidden_layers": 18, + "num_key_value_heads": 1, + "pad_token_id": 0, + "query_pre_attn_scalar": 256, + "rms_norm_eps": 1e-06, + "rope_parameters": { + "full_attention": { + "rope_theta": 1000000.0, + "rope_type": "default" + }, + "sliding_attention": { + "rope_theta": 10000.0, + "rope_type": "default" + } + }, + "sliding_window": 512, + "tie_word_embeddings": true, + "unsloth_fixed": true, + "unsloth_version": "2026.3.18", + "use_bidirectional_attention": false, + "use_cache": true, + "vocab_size": 262144 +} \ No newline at end of file diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..cad83b2 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab84a55f7bac9d8d1a50f5cbe517eb72cc3cee0d3225910154ef6499163a9081 +size 536223056 diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..93a0904 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80d7f800b949accd7eb940bac75e642f9468e4df157403032a55bf54ed23b650 +size 33384898 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..1abca73 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,27 @@ +{ + "backend": "tokenizers", + "boi_token": "", + "bos_token": "", + "clean_up_tokenization_spaces": false, + "eoi_token": "", + "eos_token": "", + "image_token": "", + "is_local": false, + "mask_token": "", + "model_max_length": 32768, + "model_specific_special_tokens": { + "boi_token": "", + "eoi_token": "", + "image_token": "", + "sfr_token": "" + }, + "pad_token": "", + "padding_side": "left", + "sfr_token": "", + "sp_model_kwargs": null, + "spaces_between_special_tokens": false, + "tokenizer_class": "GemmaTokenizer", + "unk_token": "", + "use_default_system_prompt": false, + "chat_template": "{%- 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:{{ value['description'] }}\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 {{- item -}}\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 {{- req_item -}}\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:{{ value['type'] | upper }}}\n {%- endif -%}\n {%- endfor -%}\n{%- endmacro -%}\n{% macro format_function_declaration(tool_data) -%}\ndeclaration:{{- tool_data['function']['name'] -}}\n{description:{{- tool_data['function']['description'] -}}\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 {{- item -}}\n {{- ',' if not loop.last -}}\n {%- endfor -%}\n ],\n {%- endif -%}\n {%- if params['type'] -%}\n type:{{- params['type'] | upper -}}}\n {%- endif -%}\n{%- endif -%}\n}\n{%- endmacro -%}\n{% macro format_argument(argument, escape_keys=True) -%}\n{%- if argument is string -%}\n {{- '' + argument + '' -}}\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 {{- '' + key + '' -}}\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 {{- '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 {%- else -%}\n {{- 'You are a model that can do function calling with the following functions' -}}\n {%- set loop_messages = messages -%}\n {%- endif -%}\n {%- if tools -%}\n {%- for tool in tools %}\n {{- '' -}}\n {{- format_function_declaration(tool) | trim }}\n {{- '' -}}\n {%- endfor %}\n {%- endif -%}\n {{- '\\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 {{- '' + 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 {{ '' }}\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 {{- '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 {{- '}' -}}\n {%- endfor -%}\n {%- if loop.last -%}\n {{ '' }}\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 {{ '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 {{- '}' -}}\n {%- elif 'name' in message -%}\n {{ '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 {{- '}' -}}\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 {{ 'response:' + message['name'] | trim + '{value:' + format_argument(message['content'], escape_keys=False) + '}' }}\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 {{ '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 {{- '}' -}}\n {%- elif 'name' in message -%}\n {{ '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 {{- '}' -}}\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 {{ '\\n' }}\n {%- endif -%}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n {%- if ns.prev_message_type != 'tool_response' -%}\n {{- 'model\\n' -}}\n {%- endif -%}\n{%- endif -%}\n" +} \ No newline at end of file