Параметры генерации:
rucodeeval - do_sample=true;temperature=0.6;max_gen_toks=1024;until=["\nclass","\ndef","\n#","\nif","\nprint"]; \ncodelintereval - do_sample=true;temperature=0.6;max_gen_toks=1024;until=["\n\n"]; \nrucodereviewer - temperature=0;do_sample=false;max_gen_toks=1000;until=["\n\n"]; \nunittests - do_sample=false;max_gen_toks=1024;until=["\n\n"]; \ncodecorrectness - until=["\n\n"];do_sample=false;temperature=0; \nrealcode - do_sample=true;max_gen_toks=4096;temperature=0.7;repetition_penalty=1.05;top_p=0.8;until=["<|endoftext|>","<|im_end|>"]; \nrealcodejava - do_sample=true;max_gen_toks=4096;temperature=0.7;repetition_penalty=1.05;top_p=0.8;until=["<|endoftext|>","<|im_end|>"]; \njavatestgen - do_sample=true;max_gen_toks=4096;temperature=0.2;top_p=0.9;until=["<|endoftext|>","<|im_end|>"]; \nyabloco_oracle - max_gen_toks=2048;do_sample=false;until=["<|endoftext|>","<|im_end|>","\n\n\n","\\sclass\\s","\\sdef\\s","^def\\s","^class\\s","^if\\s","@","^#"]; \nruhumaneval - do_sample=true;temperature=0.6;max_gen_toks=1024;until=["\nclass","\ndef","\n#","\nif","\nprint"]; \nstrucom - do_sample=false;max_gen_toks=512;until=["\n\n"];

Размер контекста:
rucodeeval, codelintereval, rucodereviewer, unittests, codecorrectness, realcode, realcodejava, javatestgen, yabloco_oracle, ruhumaneval, strucom - 40960

Описание темплейта:
{%- if tools %} \n {{- '<|im_start|>system\n' }} \n {%- if messages[0].role == 'system' %} \n {{- messages[0].content + '\n\n' }} \n {%- endif %} \n {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }} \n {%- for tool in tools %} \n {{- "\n" }} \n {{- tool | tojson }} \n {%- endfor %} \n {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }} \n{%- else %} \n {%- if messages[0].role == 'system' %} \n {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }} \n {%- endif %} \n{%- endif %} \n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} \n{%- for message in messages[::-1] %} \n {%- set index = (messages|length - 1) - loop.index0 %} \n {%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %} \n {%- set ns.multi_step_tool = false %} \n {%- set ns.last_query_index = index %} \n {%- endif %} \n{%- endfor %} \n{%- for message in messages %} \n {%- if (message.role == "user") or (message.role == "system" and not loop.first) %} \n {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }} \n {%- elif message.role == "assistant" %} \n {%- set content = message.content %} \n {%- set reasoning_content = '' %} \n {%- if message.reasoning_content is defined and message.reasoning_content is not none %} \n {%- set reasoning_content = message.reasoning_content %} \n {%- else %} \n {%- if '</think>' in message.content %} \n {%- set content = message.content.split('</think>')[-1].lstrip('\n') %} \n {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %} \n {%- endif %} \n {%- endif %} \n {%- if loop.index0 > ns.last_query_index %} \n {%- if loop.last or (not loop.last and reasoning_content) %} \n {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }} \n {%- else %} \n {{- '<|im_start|>' + message.role + '\n' + content }} \n {%- endif %} \n {%- else %} \n {{- '<|im_start|>' + message.role + '\n' + content }} \n {%- endif %} \n {%- if message.tool_calls %} \n {%- for tool_call in message.tool_calls %} \n {%- if (loop.first and content) or (not loop.first) %} \n {{- '\n' }} \n {%- endif %} \n {%- if tool_call.function %} \n {%- set tool_call = tool_call.function %} \n {%- endif %} \n {{- '<tool_call>\n{"name": "' }} \n {{- tool_call.name }} \n {{- '", "arguments": ' }} \n {%- if tool_call.arguments is string %} \n {{- tool_call.arguments }} \n {%- else %} \n {{- tool_call.arguments | tojson }} \n {%- endif %} \n {{- '}\n</tool_call>' }} \n {%- endfor %} \n {%- endif %} \n {{- '<|im_end|>\n' }} \n {%- elif message.role == "tool" %} \n {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} \n {{- '<|im_start|>user' }} \n {%- endif %} \n {{- '\n<tool_response>\n' }} \n {{- message.content }} \n {{- '\n</tool_response>' }} \n {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} \n {{- '<|im_end|>\n' }} \n {%- endif %} \n {%- endif %} \n{%- endfor %} \n{%- if add_generation_prompt %} \n {{- '<|im_start|>assistant\n' }} \n {%- if enable_thinking is defined and enable_thinking is false %} \n {{- '<think>\n\n</think>\n\n' }} \n {%- endif %} \n{%- endif %}