{#- Based on Unsloth's DeepSeek-V4.1 template, extracted from
unsloth/DeepSeek-V4.1-Flash-1017-GGUF at revision
60ad3651641b5c97679c807e064ab1d7a3ca1455.
Adaptations: use DeepSeek's native reasoning-effort aliases and default;
accept numeric reasoning_effort strings used by serving APIs;
preserve content_blocks on tool messages as in DeepSeek's reference encoder.
Image blocks render placeholders; the runtime supplies image embeddings through mmproj.
-#}
{%- set IMG = "<|deepseek_image|>" -%}
{%- set DSML = "|DSML|" -%}
{%- if thinking_mode is not defined or thinking_mode is none -%}
{%- if enable_thinking is defined and enable_thinking is not none -%}
{%- set thinking_mode = "thinking" if enable_thinking else "chat" -%}
{%- elif thinking is defined and thinking is not none and thinking is not string -%}
{%- set thinking_mode = "thinking" if thinking else "chat" -%}
{%- else -%}
{%- set thinking_mode = "thinking" -%}
{%- endif -%}
{%- endif -%}
{%- if thinking_mode not in ["chat", "thinking"] -%}
{{- raise_exception("Invalid thinking_mode `" ~ thinking_mode ~ "`, should be \"chat\" or \"thinking\"") -}}
{%- endif -%}
{%- if drop_thinking is not defined or drop_thinking is none -%}{%- set drop_thinking = true -%}{%- endif -%}
{%- if add_generation_prompt is not defined -%}{%- set add_generation_prompt = false -%}{%- endif -%}
{%- if tools is not defined -%}{%- set tools = none -%}{%- endif -%}
{%- if response_format is not defined -%}{%- set response_format = none -%}{%- endif -%}
{%- if reasoning_effort is not defined or reasoning_effort is none -%}{%- set reasoning_effort = "high" -%}{%- endif -%}
{%- set effort_map = {"low": 50, "high": 75, "max": 100} -%}
{%- if reasoning_effort is string and reasoning_effort in effort_map -%}
{%- set budget = effort_map[reasoning_effort] -%}
{%- elif reasoning_effort is integer and reasoning_effort is not boolean and reasoning_effort >= 1 and reasoning_effort <= 100 -%}
{%- set budget = reasoning_effort -%}
{%- elif reasoning_effort is string and (reasoning_effort | int | string) == reasoning_effort and (reasoning_effort | int) >= 1 and (reasoning_effort | int) <= 100 -%}
{%- set budget = reasoning_effort | int -%}
{%- else -%}
{{- raise_exception("Invalid reasoning effort: " ~ reasoning_effort ~ ", should be int within [1,100] or one of \"low\", \"high\", \"max\"") -}}
{%- endif -%}
{#- Splits/validates "ns::name" against an explicit namespace and returns the qualified name. -#}
{%- macro qualified_name(name, ns) -%}
{%- if ns is mapping -%}{%- set ns = ns.name -%}{%- endif -%}
{%- set parts = name.split("::", 1) -%}
{%- if parts | length == 2 -%}
{%- if ns is not none and ns != parts[0] -%}{{- raise_exception("Conflicting tool namespaces: " ~ ns ~ " != " ~ parts[0]) -}}{%- endif -%}
{%- set ns = parts[0] -%}
{%- set name = parts[1] -%}
{%- endif -%}
{%- if "::" in name -%}{{- raise_exception("Tool name must not contain '::': " ~ name) -}}{%- endif -%}
{%- if ns is not none and "::" in ns -%}{{- raise_exception("Tool namespace must not contain '::': " ~ ns) -}}{%- endif -%}
{{- name if ns is none else ns ~ "::" ~ name -}}
{%- endmacro -%}
{%- macro render_tools(tool_list) -%}
{%- set ts = namespace(schemas=[]) -%}
{%- for tool in tool_list -%}
{%- set fn = tool.function if tool.function is defined else tool -%}
{%- set ns = tool.namespace if tool.namespace is defined and tool.namespace is not none else fn.get("namespace") -%}
{#- JSON assembled by hand (key order kept, name/description replaced in place): llama.cpp has no ** unpacking. -#}
{%- set qname = qualified_name(fn.name, ns) -%}
{%- set sch = namespace(parts=[]) -%}
{%- for k, v in fn.items() if k != "namespace" -%}
{%- if k == "name" -%}{%- set v = qname -%}
{%- elif k == "description" and ns is mapping and ns.description -%}{%- set v = ns.description ~ "\n" ~ (fn.description or "") -%}
{%- endif -%}
{%- set sch.parts = sch.parts + [(k | tojson) ~ ": " ~ (v | tojson)] -%}
{%- endfor -%}
{%- if "description" not in fn and ns is mapping and ns.description -%}
{%- set sch.parts = sch.parts + ['"description": ' ~ ((ns.description ~ "\n") | tojson)] -%}
{%- endif -%}
{%- set ts.schemas = ts.schemas + ["{" ~ sch.parts | join(", ") ~ "}"] -%}
{%- endfor -%}
{{- "## Tools\n\nYou have access to a set of tools to help answer the user's question. You can invoke tools by writing a \"<|DSML| calls>\" block like the following:\n\n<|DSML| calls>\n<|DSML| invoke name=\"$TOOL_NAME\">\n<|DSML| parameter name=\"$PARAMETER_NAME\" string=\"true|false\">$PARAMETER_VALUE|DSML| parameter>\n...\n|DSML| invoke>\n<|DSML| invoke name=\"$TOOL_NAME2\">\n...\n|DSML| invoke>\n|DSML| calls>\n\nString parameters should be specified as is and set `string=\"true\"`. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string=\"false\"`.\n\nIf thinking_mode is enabled (triggered by ), you MUST output your complete reasoning inside ... BEFORE any tool calls or final response.\n\nOtherwise, output directly after with tool calls or final response.\n\n### Available Tool Schemas\n\n" -}}
{{- ts.schemas | join("\n") -}}
{{- "\n\nYou MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls.\n" -}}
{%- endmacro -%}
{#- 1. Merge tool results (and consecutive user turns) into user messages made of content blocks. -#}
{%- set mns = namespace(msgs=[]) -%}
{%- for msg in messages -%}
{%- set content = msg.get("content") -%}
{%- if msg.role == "tool" and msg.get("content_blocks") and content is not string -%}
{%- set content = msg.content_blocks -%}
{%- endif -%}
{%- set is_blocks = content is iterable and content is not string and content is not mapping -%}
{%- if content is string and IMG in content -%}
{{- raise_exception("Message content contains image special token " ~ IMG ~ ". Images should be provided as image content blocks.") -}}
{%- endif -%}
{%- set rc = msg.reasoning_content if msg.get("reasoning_content") is not none else msg.get("thinking") -%}
{%- if rc is string and IMG in rc -%}
{{- raise_exception("reasoning_content contains image special token " ~ IMG) -}}
{%- endif -%}
{%- set prev = mns.msgs[-1] if mns.msgs else none -%}
{%- if msg.role == "tool" -%}
{%- set tblock = {"type": "tool_result", "tool_use_id": msg.get("tool_call_id", ""), "content": content if content is not none else ""} -%}
{%- if prev is not none and prev.role == "user" and prev.content_blocks is defined -%}
{%- set mns.msgs = mns.msgs[:-1] + [dict(prev, content_blocks=prev.content_blocks + [tblock])] -%}
{%- else -%}
{%- set mns.msgs = mns.msgs + [{"role": "user", "content_blocks": [tblock]}] -%}
{%- endif -%}
{%- elif msg.role == "user" -%}
{%- set blocks = msg.content_blocks if msg.get("content_blocks") is not none else (content if is_blocks else [{"type": "text", "text": content or ""}]) -%}
{%- if prev is not none and prev.role == "user" and prev.content_blocks is defined and prev.get("task") is none -%}
{%- set mns.msgs = mns.msgs[:-1] + [dict(prev, content_blocks=prev.content_blocks + blocks)] -%}
{%- else -%}
{%- set mns.msgs = mns.msgs + [dict(msg, content_blocks=blocks)] -%}
{%- endif -%}
{%- else -%}
{%- set mns.msgs = mns.msgs + [msg] -%}
{%- endif -%}
{%- endfor -%}
{#- Top-level tools / response_format attach to a leading system message, or to a new empty one. -#}
{%- if tools or response_format -%}
{%- if not (mns.msgs and mns.msgs[0].role == "system") -%}
{%- set mns.msgs = [{"role": "system", "content": ""}] + mns.msgs -%}
{%- endif -%}
{%- set first = mns.msgs[0] -%}
{%- if tools and not first.get("tools") -%}{%- set first = dict(first, tools=tools) -%}{%- endif -%}
{%- if response_format and not first.get("response_format") -%}{%- set first = dict(first, response_format=response_format) -%}{%- endif -%}
{%- set mns.msgs = [first] + mns.msgs[1:] -%}
{%- endif -%}
{#- 2. Reorder tool results to match the tool_calls order of the preceding assistant message. -#}
{%- set sns = namespace(msgs=[], ids=[]) -%}
{%- for m in mns.msgs -%}
{%- if m.role == "assistant" and m.get("tool_calls") -%}
{%- set sns.ids = [] -%}
{%- for tc in m.tool_calls -%}
{%- set sns.ids = sns.ids + [tc.get("id") or (tc.function.get("id", "") if tc.function is defined else "")] -%}
{%- endfor -%}
{%- set sns.msgs = sns.msgs + [m] -%}
{%- elif m.role == "user" and m.content_blocks -%}
{%- set tb = namespace(blocks=[]) -%}
{%- for b in m.content_blocks if b.type == "tool_result" -%}
{%- set order = namespace(idx=0) -%}
{%- for tc_id in sns.ids -%}
{%- if tc_id and tc_id == b.get("tool_use_id", "") -%}{%- set order.idx = loop.index0 -%}{%- endif -%}
{%- endfor -%}
{%- set tb.blocks = tb.blocks + [dict(b, _order=order.idx)] -%}
{%- endfor -%}
{%- if tb.blocks | length > 1 and sns.ids -%}
{%- set sorted_blocks = tb.blocks | sort(attribute="_order") -%}
{%- set rb = namespace(blocks=[], i=0) -%}
{%- for b in m.content_blocks -%}
{%- if b.type == "tool_result" -%}
{%- set rb.blocks = rb.blocks + [sorted_blocks[rb.i]] -%}
{%- set rb.i = rb.i + 1 -%}
{%- else -%}
{%- set rb.blocks = rb.blocks + [b] -%}
{%- endif -%}
{%- endfor -%}
{%- set sns.msgs = sns.msgs + [dict(m, content_blocks=rb.blocks)] -%}
{%- else -%}
{%- set sns.msgs = sns.msgs + [m] -%}
{%- endif -%}
{%- else -%}
{%- set sns.msgs = sns.msgs + [m] -%}
{%- endif -%}
{%- endfor -%}
{%- set msgs = sns.msgs -%}
{#- Last user turn: users and mid-conversation systems count, except user turns made only of tool results.
Tools anywhere disable drop_thinking. -#}
{%- set state = namespace(last_user=-1, has_tools=false) -%}
{%- for m in msgs -%}
{%- if m.role == "user" or (m.role == "system" and loop.index0 > 0) -%}
{%- set real = namespace(v=true) -%}
{%- if m.get("content_blocks") -%}
{%- set real.v = false -%}
{%- for b in m.content_blocks if b.type in ["text", "image", "image_url"] -%}{%- set real.v = true -%}{%- endfor -%}
{%- endif -%}
{%- if real.v -%}{%- set state.last_user = loop.index0 -%}{%- endif -%}
{%- endif -%}
{%- if m.get("tools") -%}{%- set state.has_tools = true -%}{%- endif -%}
{%- endfor -%}
{%- set effective_drop = drop_thinking and not state.has_tools -%}
{%- set is_thinking = thinking_mode == "thinking" -%}
{#- Like encoding.py, thinking mode with drop_thinking silently drops messages of other roles before the last user turn. -#}
{%- if is_thinking and effective_drop -%}
{%- set kept = namespace(msgs=[]) -%}
{%- for m in msgs -%}
{%- if m.role in ["user", "system", "tool", "latest_reminder", "direct_search_results", "assistant"] or loop.index0 >= state.last_user -%}
{%- set kept.msgs = kept.msgs + [m] -%}
{%- endif -%}
{%- endfor -%}
{%- if kept.msgs | length != msgs | length -%}
{%- set msgs = kept.msgs -%}
{%- set state.last_user = -1 -%}
{%- for m in msgs -%}
{%- if m.role == "user" or (m.role == "system" and loop.index0 > 0) -%}
{%- set real = namespace(v=true) -%}
{%- if m.get("content_blocks") -%}
{%- set real.v = false -%}
{%- for b in m.content_blocks if b.type in ["text", "image", "image_url"] -%}{%- set real.v = true -%}{%- endfor -%}
{%- endif -%}
{%- if real.v -%}{%- set state.last_user = loop.index0 -%}{%- endif -%}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{%- endif -%}
{{- "<|begin▁of▁sentence|>" -}}
{#- 3. Render each message. -#}
{%- for m in msgs -%}
{%- set idx = loop.index0 -%}
{%- set content = m.get("content") -%}
{%- if content is iterable and content is not string and content is not mapping -%}
{%- set sp = namespace(parts=[]) -%}
{%- for b in content -%}
{%- if b.type == "text" -%}{%- set sp.parts = sp.parts + [b.text or ""] -%}
{%- elif b.type in ["image", "image_url"] -%}{%- set sp.parts = sp.parts + [IMG] -%}
{%- endif -%}
{%- endfor -%}
{%- set content = sp.parts | join("\n\n") -%}
{%- endif -%}
{%- if idx == 0 -%}
{%- if is_thinking or m.role == "system" -%}{{- "<|System|>" -}}{%- endif -%}
{%- if is_thinking -%}{{- "Reasoning Effort: " ~ budget ~ " (range 1-100, the higher the value, the more thorough the reasoning)\n\n" -}}{%- endif -%}
{%- endif -%}
{%- if m.role == "system" -%}
{%- if idx > 0 -%}{{- "<|System|>" -}}{%- endif -%}
{{- content or "" -}}
{%- if m.get("tools") -%}{{- "\n\n" ~ render_tools(m.tools) -}}{%- endif -%}
{%- if m.get("response_format") -%}
{{- "\n\n## Response Format:\n\nYou MUST strictly adhere to the following schema to reply:\n" ~ (m.response_format | tojson) -}}
{%- endif -%}
{%- elif m.role == "user" -%}
{{- "<|User|>" -}}
{%- set up = namespace(parts=[]) -%}
{%- for b in m.content_blocks -%}
{%- if b.type == "text" -%}
{%- if IMG in (b.text or "") -%}{{- raise_exception("Text block contains image placeholder " ~ IMG ~ ". Images should be separate content blocks.") -}}{%- endif -%}
{%- set up.parts = up.parts + [b.text or ""] -%}
{%- elif b.type in ["image", "image_url"] -%}
{%- set up.parts = up.parts + [IMG] -%}
{%- elif b.type == "tool_result" -%}
{%- set tc = b.get("content", "") -%}
{%- if tc is iterable and tc is not string and tc is not mapping -%}
{%- set sub = namespace(parts=[]) -%}
{%- for s in tc -%}
{%- if s.type == "text" -%}
{%- if IMG in (s.text or "") -%}{{- raise_exception("Text block contains image placeholder " ~ IMG ~ ". Images should be separate content blocks.") -}}{%- endif -%}
{%- set sub.parts = sub.parts + [s.get("text", "")] -%}
{%- elif s.type in ["image", "image_url"] -%}{%- set sub.parts = sub.parts + [IMG] -%}
{%- else -%}{%- set sub.parts = sub.parts + ["[Unsupported " ~ s.type ~ "]"] -%}
{%- endif -%}
{%- endfor -%}
{%- set tc = sub.parts | join("\n\n") -%}
{%- endif -%}
{%- set up.parts = up.parts + ["" ~ tc ~ ""] -%}
{%- else -%}
{%- set up.parts = up.parts + ["[Unsupported " ~ b.type ~ "]"] -%}
{%- endif -%}
{%- endfor -%}
{{- up.parts | join("\n\n") -}}
{%- elif m.role == "latest_reminder" -%}
{{- "<|latest_reminder|>" ~ (content or "") -}}
{%- elif m.role == "assistant" -%}
{%- set prev_has_task = idx > 0 and msgs[idx - 1].get("task") is not none -%}
{%- if is_thinking and not prev_has_task and (not effective_drop or idx > state.last_user) -%}
{{- ((m.reasoning_content if m.get("reasoning_content") is not none else m.get("thinking")) or "") ~ "" -}}
{%- endif -%}
{{- content or "" -}}
{%- if m.get("tool_calls") -%}
{%- set tcs = namespace(lines=[]) -%}
{%- for tc in m.tool_calls -%}
{%- set fn = tc.function if tc.function is defined else tc -%}
{%- set params = namespace(lines=[]) -%}
{%- set args = fn.arguments if fn.arguments is mapping else {"arguments": fn.arguments} -%}
{%- for k, v in args.items() -%}
{%- set params.lines = params.lines + ["<" ~ DSML ~ " parameter name=\"" ~ k ~ "\" string=\"" ~ ("true" if v is string else "false") ~ "\">" ~ (v if v is string else v | tojson) ~ "" ~ DSML ~ " parameter>"] -%}
{%- endfor -%}
{%- set name = qualified_name(fn.name, tc.get("namespace") or fn.get("namespace")) -%}
{%- set tcs.lines = tcs.lines + ["<" ~ DSML ~ " invoke name=\"" ~ name ~ "\">\n" ~ params.lines | join("\n") ~ "\n" ~ DSML ~ " invoke>"] -%}
{%- endfor -%}
{{- "\n\n<" ~ DSML ~ " calls>\n" ~ tcs.lines | join("\n") ~ "\n" ~ DSML ~ " calls>" -}}
{%- endif -%}
{%- if not m.get("wo_eos", false) -%}{{- "<|end▁of▁sentence|>" -}}{%- endif -%}
{%- else -%}
{{- raise_exception("Unknown role: " ~ m.role) -}}
{%- endif -%}
{#- Transition tokens, only when the next message is an assistant/latest_reminder turn or this is the last one. -#}
{%- if loop.last or msgs[idx + 1].role in ["assistant", "latest_reminder"] -%}
{%- set task = m.get("task") -%}
{%- if task is not none -%}
{%- set task_tokens = {"action": "<|action|>", "query": "<|query|>", "authority": "<|authority|>", "domain": "<|domain|>", "title": "<|title|>", "read_url": "<|read_url|>"} -%}
{%- if task not in task_tokens -%}{{- raise_exception("Invalid task: '" ~ task ~ "'") -}}{%- endif -%}
{%- if task == "action" -%}{{- "<|Assistant|>" ~ ("" if is_thinking else "") -}}{%- endif -%}
{{- task_tokens[task] -}}
{%- elif (m.role == "user" or (m.role == "system" and idx > 0)) and (add_generation_prompt or not loop.last) -%}
{{- "<|Assistant|>" ~ ("" if is_thinking and (not effective_drop or idx >= state.last_user) else "") -}}
{%- endif -%}
{%- endif -%}
{%- endfor -%}