{"_id":"69908c538c80e6ba833c7c1c","id":"jdopensource/JoyAI-LLM-Flash","private":false,"pipeline_tag":"text-generation","library_name":"transformers","tags":["transformers","safetensors","joyai_llm_flash","text-generation","conversational","custom_code","zh","en","arxiv:2604.03044","arxiv:2603.08239","eval-results","endpoints_compatible","region:us"],"downloads":230,"likes":175,"modelId":"jdopensource/JoyAI-LLM-Flash","author":"jdopensource","sha":"8d31d53f43de15f3bd5e34fea03bd8e186611fc8","lastModified":"2026-04-29T11:11:39.000Z","gated":false,"disabled":false,"model-index":null,"config":{"architectures":["DeepseekV3ForCausalLM"],"auto_map":{"AutoConfig":"configuration_deepseek.DeepseekV3Config","AutoModel":"modeling_deepseek.DeepseekV3Model","AutoModelForCausalLM":"modeling_deepseek.DeepseekV3ForCausalLM"},"model_type":"joyai_llm_flash","num_experts_per_tok":8,"tokenizer_config":{"bos_token":{"__type":"AddedToken","content":"<|begin▁of▁sentence|>","lstrip":false,"normalized":true,"rstrip":false,"single_word":false},"eos_token":{"__type":"AddedToken","content":"<|end▁of▁sentence|>","lstrip":false,"normalized":true,"rstrip":false,"single_word":false},"pad_token":{"__type":"AddedToken","content":"<|▁pad▁|>","lstrip":false,"normalized":true,"rstrip":false,"single_word":false},"unk_token":null},"chat_template_jinja":"{%- macro render_extra_keys(json_dict, handled_keys) -%}\n    {%- if json_dict is mapping -%}\n        {%- for json_key in json_dict if json_key not in handled_keys -%}\n            {%- if json_dict[json_key] is mapping or (json_dict[json_key] is sequence and json_dict[json_key] is not string) -%}\n                {{- '\\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | tojson | safe) ~ '</' ~ json_key ~ '>' -}}\n            {%- else -%}\n                {{- '\\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | string) ~ '</' ~ json_key ~ '>' -}}\n            {%- endif -%}\n        {%- endfor -%}\n    {%- endif -%}\n{%- endmacro -%}\n\n{%- if not add_generation_prompt is defined -%}{%- set add_generation_prompt = false -%}{%- endif -%}\n\n{%- set ns = namespace(system_prompt='', is_first_sp=true, is_last_user=false) -%}\n{%- set default_system = \"You are JoyAI , a large language model trained by JD（京东）that can interact with a computer to solve tasks. Answer as concisely as possible.\" -%}\n{%- set ns.system_prompt = default_system -%}\n\n{%- for message in messages -%}\n    {%- if message['role'] == 'system' -%}\n        {%- if ns.is_first_sp -%}\n            {%- set ns.system_prompt = message['content'] -%}\n            {%- set ns.is_first_sp = false -%}\n        {%- else -%}\n            {%- set ns.system_prompt = ns.system_prompt + '\\n\\n' + message['content'] -%}\n        {%- endif -%}\n    {%- endif -%}\n{%- endfor -%}\n\n{{- bos_token -}}{{- ns.system_prompt -}}\n{%- if tools is iterable and tools | length > 0 -%}\n    {{- \"\\n\\n# Tools\\n\\nYou have access to the following functions:\\n\\n\" }}\n    {{- \"<tools>\" }}\n    {%- for tool in tools %}\n        {%- if tool.function is defined %}\n            {%- set tool = tool.function %}\n        {%- endif %}\n        {{- \"\\n<function>\\n<name>\" ~ tool.name ~ \"</name>\" }}\n        {%- if tool.description is defined %}\n            {{- '\\n<description>' ~ (tool.description | trim) ~ '</description>' }}\n        {%- endif %}\n        {{- '\\n<parameters>' }}\n        {%- if tool.parameters is defined and tool.parameters is mapping and tool.parameters.properties is defined and tool.parameters.properties is mapping %}\n            {%- for param_name, param_fields in tool.parameters.properties|items %}\n                {{- '\\n<parameter>' }}\n                {{- '\\n<name>' ~ param_name ~ '</name>' }}\n                {%- if param_fields.type is defined %}\n                    {{- '\\n<type>' ~ (param_fields.type | string) ~ '</type>' }}\n                {%- endif %}\n                {%- if param_fields.description is defined %}\n                    {{- '\\n<description>' ~ (param_fields.description | trim) ~ '</description>' }}\n                {%- endif %}\n                {%- set handled_keys = ['name', 'type', 'description'] %}\n                {{- render_extra_keys(param_fields, handled_keys) }}\n                {{- '\\n</parameter>' }}\n            {%- endfor %}\n        {%- endif %}\n        {% set handled_keys = ['type', 'properties'] %}\n        {{- render_extra_keys(tool.parameters, handled_keys) }}\n        {{- '\\n</parameters>' }}\n        {%- set handled_keys = ['type', 'name', 'description', 'parameters'] %}\n        {{- render_extra_keys(tool, handled_keys) }}\n        {{- '\\n</function>' }}\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{%- endif %}\n{%- for message in messages -%}\n    {%- if message['role'] == 'user' -%}\n        {%- set ns.is_last_user = true -%}\n        {{- '<|User|>' + message['content'] -}}\n    {%- elif message['role'] == 'assistant' -%}\n        {%- if ns.is_last_user -%}\n            {{ '<|Assistant|>' }}\n        {%- endif -%}\n        {%- set ns.is_last_user = false -%}\n        {%- set content = message.get('content') | default('', true) -%}\n        {{ '<|end_of_thought|>' + content }}\n        {%- if message['tool_calls'] is defined and message['tool_calls'] is not none -%}\n            {%- for tool in message['tool_calls'] -%}\n                {%- if tool.function is defined %}{% set tool = tool.function %}{% endif -%}\n                {{- '\\n<tool_call>\\n<function=' + tool.name + '>\\n' -}}\n                {%- if tool.arguments is defined -%}\n                    {%- if tool.arguments is string -%}{%- set args_data = tool.arguments | from_json -%}{%- else -%}{%- set args_data = tool.arguments -%}{%- endif -%}\n                    {%- for args_name, args_value in args_data.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</parameter>\\n' -}}\n                    {%- endfor -%}\n                {%- endif -%}\n                {{- '</function>\\n</tool_call>' -}}\n            {%- endfor -%}\n        {%- endif -%}\n        {{ '<|end▁of▁sentence|>' }}\n    {%- elif message['role'] == 'tool' -%}\n        {%- set ns.is_last_user = true -%}\n        {{ '\\n<tool_response>\\n' + message['content'] + '\\n</tool_response>' }}\n    {%- endif -%}\n{%- endfor -%}\n\n{%- if add_generation_prompt -%}\n    {{ '<|Assistant|>' }}{{ '<|end_of_thought|>' }}\n{%- endif -%}\n"},"cardData":{"language":["zh","en"],"pipeline_tag":"text-generation","library_name":"transformers"},"transformersInfo":{"auto_model":"AutoModelForCausalLM","pipeline_tag":"text-generation"},"siblings":[{"rfilename":".gitattributes"},{"rfilename":"JoyAI_Flash_techreport.pdf"},{"rfilename":"LICENSE"},{"rfilename":"README.md"},{"rfilename":"chat_template.jinja"},{"rfilename":"config.json"},{"rfilename":"configuration.json"},{"rfilename":"configuration_deepseek.py"},{"rfilename":"docs/deploy_guidance.md"},{"rfilename":"figures/joyai-logo.png"},{"rfilename":"model-1-of-40.safetensors"},{"rfilename":"model-10-of-40.safetensors"},{"rfilename":"model-11-of-40.safetensors"},{"rfilename":"model-12-of-40.safetensors"},{"rfilename":"model-13-of-40.safetensors"},{"rfilename":"model-14-of-40.safetensors"},{"rfilename":"model-15-of-40.safetensors"},{"rfilename":"model-16-of-40.safetensors"},{"rfilename":"model-17-of-40.safetensors"},{"rfilename":"model-18-of-40.safetensors"},{"rfilename":"model-19-of-40.safetensors"},{"rfilename":"model-2-of-40.safetensors"},{"rfilename":"model-20-of-40.safetensors"},{"rfilename":"model-21-of-40.safetensors"},{"rfilename":"model-22-of-40.safetensors"},{"rfilename":"model-23-of-40.safetensors"},{"rfilename":"model-24-of-40.safetensors"},{"rfilename":"model-25-of-40.safetensors"},{"rfilename":"model-26-of-40.safetensors"},{"rfilename":"model-27-of-40.safetensors"},{"rfilename":"model-28-of-40.safetensors"},{"rfilename":"model-29-of-40.safetensors"},{"rfilename":"model-3-of-40.safetensors"},{"rfilename":"model-30-of-40.safetensors"},{"rfilename":"model-31-of-40.safetensors"},{"rfilename":"model-32-of-40.safetensors"},{"rfilename":"model-33-of-40.safetensors"},{"rfilename":"model-34-of-40.safetensors"},{"rfilename":"model-35-of-40.safetensors"},{"rfilename":"model-36-of-40.safetensors"},{"rfilename":"model-37-of-40.safetensors"},{"rfilename":"model-38-of-40.safetensors"},{"rfilename":"model-39-of-40.safetensors"},{"rfilename":"model-4-of-40.safetensors"},{"rfilename":"model-40-of-40.safetensors"},{"rfilename":"model-5-of-40.safetensors"},{"rfilename":"model-6-of-40.safetensors"},{"rfilename":"model-7-of-40.safetensors"},{"rfilename":"model-8-of-40.safetensors"},{"rfilename":"model-9-of-40.safetensors"},{"rfilename":"model-non-layer.safetensors"},{"rfilename":"model.safetensors.index.json"},{"rfilename":"modeling_deepseek.py"},{"rfilename":"mtp-1-of-1.safetensors"},{"rfilename":"tokenizer.json"},{"rfilename":"tokenizer_config.json"}],"spaces":["kazutab/mindmap-studio"],"createdAt":"2026-02-14T14:53:07.000Z","safetensors":{"parameters":{"BF16":49286094592},"total":49286094592},"usedStorage":295046119885}