Add MMLU-Pro header plate (stock vs Sharp Qwen3.8-27B) + v1 archive; proofread README

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+plates/sharp_template_plate.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -18,13 +18,24 @@ tags:
   - token-efficient
 ---
 
-# Qwen-Sharp-Chat-Templates
+# Qwen Sharp Chat Templates
 
-froggeric's [Qwen-Fixed-Chat-Templates](https://huggingface.co/froggeric/Qwen-Fixed-Chat-Templates)
-`v22`, with a terseness system prompt spliced in. Model-agnostic: it names no model, so it
-drops into any Qwen3.5, 3.6, or 3.8 build without claiming to be something it isn't.
+This is a drop-in fix for any Qwen3.5, 3.6, or 3.8 model, optimizing the models for knowledge work and coding.
 
-> **v22 (the Qwen 3.8 update).** Upstream now covers Qwen 3.8 alongside 3.5/3.6 and adds
+<div align="center">
+  <img src="plates/sharp_template_plate.png" alt="Qwen3.8-27b gets more accurate and uses fewer tokens with the template applied" width="100%">
+</div>
+
+With the *Sharp* template, Qwen3.8-27b (medium effort) gets smarter **and** uses fewer thinking tokens before it answers, and the effect is comparable for other compatible models.
+
+*Sharp* makes Qwen's models *more intelligent per token*, and makes them communicate *more information per token*, saving time and effort for both the model and the user.
+
+## Straight to the point
+
+This is froggeric's [Qwen-Fixed-Chat-Templates](https://huggingface.co/froggeric/Qwen-Fixed-Chat-Templates)
+`v22`, with a force-appended system prompt spliced in. The base fixes issues, the addition makes it better.
+
+> **v22 (the Qwen 3.8 update).** Now covers Qwen 3.8 alongside 3.5/3.6 and adds
 > prompt-directed reasoning-effort steering (`xhigh`/`high`/`medium`/`low`), which upstream
 > **defaults to `xhigh`** — it injects a "think at maximum effort" system line even when the
 > caller asks for nothing. That default is a behavioral change from `v21.3`, so this Sharp build
@@ -40,7 +51,7 @@ drops into any Qwen3.5, 3.6, or 3.8 build without claiming to be something it is
 
 [Dagger-Qwen3.6-27B](https://huggingface.co/peculiar-ragdoll/Dagger-Qwen3.6-27B-MLX) and
 [Nail-Qwen3.6-35B-A3B](https://huggingface.co/peculiar-ragdoll/Nail-Qwen3.6-35B-A3B-MLX) shipped with
-the **v1** template baked into their weights — that is the exact template embedded in those GGUF and
+the **v1** template baked into those builds — that is the exact template embedded in those GGUF and
 MLX builds (`template_version = "qwen3.6-froggeric-v21.3"`, terseness, no reasoning-effort steering),
 and it lives here in [`archive/v1-qwen3.6-froggeric-v21.3/`](archive/v1-qwen3.6-froggeric-v21.3). The
 `chat_template.jinja` at the root of this repo is the newer **v22** described above; drop it in to
@@ -88,7 +99,7 @@ prompt and nothing else. Measured on ThinkingCap-Qwen3.6-27B, MLX 6-bit, temp 1.
 Green is better in both directions: accuracy up, tokens down. Accuracy changes are absolute
 differences in score, token changes are relative.
 
-Roughly: **the same answers, in a bit over half the words.** The accuracy column moves *up* rather
+Roughly: **the same answers, in a bit over 40% of the words.** The accuracy column moves *up* rather
 than down, which is the part that matters — terseness that costs correctness is just truncation.
 
 These figures come from one 27B model on two benchmarks. They are evidence that the prompt does
@@ -231,8 +242,9 @@ with the bare top-level field it does not.
   the brevity and not the retention.
 - **It is not tuned per model.** Every model responds a little differently to a terseness
   instruction; measure yours. The numbers above are from a 27B; a 4B may need firmer wording.
-- **The benchmarks are Qwen3.6.** The template covers 3.5, 3.6, and 3.8 alike — upstream unified
-  them into one file — but every figure in the table was measured on a 3.6 model.
+- **The table's figures are Qwen3.6 (the plate above is the 3.8 result).** The template covers 3.5,
+  3.6, and 3.8 alike — upstream unified them into one file — but every figure in the table was
+  measured on a 3.6 model.
 
 ## Credits
 

archive/v1-qwen3.6-froggeric-v21.3/README.md

@@ -0,0 +1,190 @@
+---
+license: apache-2.0
+base_model: froggeric/Qwen-Fixed-Chat-Templates
+base_model_relation: finetune
+tags:
+  - jinja
+  - chat-template
+  - qwen
+  - qwen3.5
+  - qwen3.6
+  - mlx
+  - llama.cpp
+  - lm-studio
+  - vllm
+  - tool-calling
+  - thinking
+  - token-efficient
+---
+
+# Qwen-Sharp-Chat-Templates
+
+froggeric's [Qwen-Fixed-Chat-Templates](https://huggingface.co/froggeric/Qwen-Fixed-Chat-Templates)
+`v21.3`, with a terseness system prompt spliced in. Model-agnostic: it names no model, so it
+drops into any Qwen3.5 or Qwen3.6 build without claiming to be something it isn't.
+
+This is the template used by [Dagger-Qwen3.6-27B](https://huggingface.co/peculiar-ragdoll/Dagger-Qwen3.6-27B-MLX)
+and [Nail-Qwen3.6-35B-A3B](https://huggingface.co/peculiar-ragdoll/Nail-Qwen3.6-35B-A3B-MLX),
+published separately because the template is the portable part — the thing worth reusing is not
+tied to either model.
+
+## What it changes
+
+Eleven inserted lines. Everything else is byte-identical to upstream v21.3.
+
+```jinja
+{%- set _terse %}
+Answer directly, after thinking. Lead with the answer, then only what it needs to be correct and usable.
+Never: open with preamble or pleasantries; restate the question; add filler transitions; hedge with niceties; or repeat a point you've already made.
+Always: keep essential steps, caveats, uncertainties, and specifics — never drop correctness or a needed warning for brevity. Keep the final answer lean. Use the least structure that conveys it (plain prose when short; lists or code only when they earn their place). If genuinely uncertain, say so and explain why — never omit uncertainty for the sake of brevity.
+If a user request is genuinely ambiguous, ask a sharp question, don't guess.
+{%- endset %}
+{%- if not _sc %}
+    {%- set _sc = _terse | trim %}
+{%- else %}
+    {%- set _sc = (_sc | trim) ~ '\n\n' ~ (_terse | trim) %}
+{%- endif %}
+```
+
+Note the `else` branch: **your own system prompt is kept**, and the terseness block is appended
+after it. Nothing you pass in is replaced.
+
+## What it does, measured
+
+Every row below is the *same weights* with only the template swapped, so the difference is the
+prompt and nothing else. Measured on ThinkingCap-Qwen3.6-27B, MLX 6-bit, temp 1.0, n=3 seeds.
+
+| | stock template | Sharp template | change |
+|---|--:|--:|:--|
+| Claw-Eval, answer component | 59.3 | **66.7** | ![+7.4%](https://img.shields.io/badge/%2B7.4%25-brightgreen) |
+| Claw-Eval, overall | 55.0 | **58.8** | ![+3.8%](https://img.shields.io/badge/%2B3.8%25-brightgreen) |
+| Claw-Eval answer tokens | 5393 | **2217** | ![-59%](https://img.shields.io/badge/--59%25-brightgreen) |
+| MMLU-Pro tokens per correct answer | 1601 | **1248** | ![-22%](https://img.shields.io/badge/--22%25-brightgreen) |
+
+Green is better in both directions: accuracy up, tokens down. Accuracy changes are absolute
+differences in score, token changes are relative.
+
+Roughly: **the same answers, in a bit over half the words.** The accuracy column moves *up* rather
+than down, which is the part that matters — terseness that costs correctness is just truncation.
+
+These figures come from one 27B model on two benchmarks. They are evidence that the prompt does
+something, not a promise of a specific number on your model.
+
+**Both benchmarks are single-turn, and that matters.** froggeric's template defaults
+`preserve_thinking` to `true`, so reasoning from earlier turns stays in the context. With one
+turn there is nothing to preserve and it costs nothing. In a multi-turn agentic loop the prompt
+grows every step, and you can end up paying more in prefill than the shorter outputs save — one
+user measured a 19% wall-clock *regression* on a multi-turn coding and audit workload while
+output quality held. If that is your shape of work, pass `preserve_thinking=false` in
+`chat_template_kwargs` and measure both ways.
+
+The terseness instruction targets prose padding: preamble, restating the question, filler
+transitions. Where the deliverable is mostly code or a structured artifact there is less padding
+to remove, so expect less from it — and the prompt deliberately protects those (*"lists or code
+only when they earn their place"*, *"never drop correctness for brevity"*).
+
+## Use
+
+**MLX / transformers** — drop `chat_template.jinja` into the model directory.
+
+```bash
+hf download peculiar-ragdoll/Qwen-Sharp-Chat-Templates chat_template.jinja \
+  --local-dir /path/to/your-model
+```
+
+> **Two places can hold a template, and old runtimes disagree about which wins.** A model
+> directory can carry it as `chat_template.jinja` *and* as a `chat_template` key inside
+> `tokenizer_config.json`. Anything on transformers ≥ 4.51 — which includes current oMLX and
+> LM Studio — prefers the `.jinja` file, so the drop-in just works. Older runtimes read only
+> the embedded key and ignore the file, and then the drop-in silently does nothing.
+>
+> If the directory has both and you are unsure of your runtime, patch both — that is what
+> `chat_template_oneline.txt` is for: paste it as the `chat_template` value. Or run
+> `scripts/check_applied.py` (below), which reports every source and flags a mismatch.
+
+**oMLX** — drop `chat_template.jinja` into the model directory and rescan. Verified on oMLX
+(transformers 5.12.1) by loading a model with the Sharp template as `chat_template.jinja` *and*
+a deliberately different template embedded in `tokenizer_config.json`: the `.jinja` file won,
+and the model reported the terseness rules with the caller's own system prompt still in force.
+
+**GGUF** — rewrite the embedded template without requantizing:
+
+```bash
+pip install gguf
+gguf-new-metadata \
+  --chat-template-file chat_template.jinja \
+  input.gguf output.gguf
+```
+
+**tokenizer_config.json** — use `chat_template_oneline.txt`, the minified single-line form. It
+renders identically to the full template (verified by `scripts/verify_template.py`).
+
+**llama.cpp at runtime, without touching the file** — pass it per-run instead:
+
+```bash
+llama-server -m model.gguf --chat-template-file chat_template.jinja -ngl 99
+llama-cli    -m model.gguf --chat-template-file chat_template.jinja -ngl 99
+```
+
+Same effect, and it fully replaces whatever is embedded in the GGUF — verified against a build
+whose embedded template names a specific model: with the flag, the served template is
+byte-identical to this file and the model name is gone. Check it yourself with
+`curl localhost:8080/props | jq -r .chat_template`, or render a prompt through
+`POST /apply-template`.
+
+Two caveats. `--jinja` is enabled by default in current llama.cpp, so you usually do not need
+it — on older builds you do, and it must come *before* `--chat-template-file`. And the flag is
+per-invocation: forget it once and you silently get the embedded template back. Rewriting the
+GGUF with `gguf-new-metadata` is the durable version; the flag is right for trying it out or for
+running one template across several models.
+
+## Did it actually apply?
+
+Point `check_applied.py` at a model directory or a `.gguf`. It finds every template source,
+renders each, and tells you whether they agree — exits non-zero if the prompt is missing or the
+two sources disagree.
+
+```bash
+python3 scripts/check_applied.py /path/to/model-dir
+python3 scripts/check_applied.py model.gguf
+```
+
+```
+  [chat_template.jinja]  17143 bytes
+     terseness prompt ......... yes
+     keeps your system prompt . yes
+
+  [tokenizer_config.json]  110 bytes
+     terseness prompt ......... NO (found 0x)
+
+  *** THE TWO SOURCES DISAGREE ***
+  Recent transformers uses chat_template.jinja; oMLX and others read the
+  copy embedded in tokenizer_config.json. Right now those differ, so what
+  you get depends on your runtime. Patch both to the same content.
+```
+
+That case — a fresh `.jinja` dropped in next to a stale embedded copy — is the most common way
+this silently does nothing. It also warns if the template names a specific model, which happens
+when the file was taken from a model repo rather than from here.
+
+## What it doesn't do
+
+- **It is not a fine-tune**, despite the `base_model_relation: finetune` tag — that is the closest
+  vocabulary HuggingFace offers for "derived from," and it exists so this repo is linked from
+  froggeric's. No weights are involved. It changes what the model is asked for, not what it knows.
+- **It does not fix thinking retention by itself** — that comes from froggeric's upstream template,
+  which this builds on. If you splice only the terseness block into a stock Qwen template, you get
+  the brevity and not the retention.
+- **It is not tuned per model.** Every model responds a little differently to a terseness
+  instruction; measure yours. The numbers above are from a 27B; a 4B may need firmer wording.
+- **The benchmarks are Qwen3.6.** The template covers 3.5 and 3.6 alike — upstream unified them
+  into one file in v17 — but every figure in the table was measured on a 3.6 model.
+
+## Credits
+
+Everything structural here is [froggeric](https://huggingface.co/froggeric)'s work — the retention
+fix, the tool-calling handling, the whole template. This repo adds a system prompt and nothing
+else. `scripts/minify_jinja.py` is froggeric's, with one patch: it now preserves newlines inside
+`{% set %}…{% endset %}` blocks, which upstream's template doesn't contain and this one does.
+
+Apache-2.0, matching upstream.

archive/v1-qwen3.6-froggeric-v21.3/chat_template.jinja

@@ -0,0 +1,340 @@
+{%- set template_version = "qwen3.6-froggeric-v21.3" %}
+{%- set _tool_format = tool_call_format if tool_call_format is defined else 'xml' %}
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- set add_vision_id = add_vision_id if add_vision_id is defined else false %}
+{%- set enable_thinking = enable_thinking if enable_thinking is defined else true %}
+{%- set auto_disable_thinking_with_tools = auto_disable_thinking_with_tools if auto_disable_thinking_with_tools is defined else false %}
+{%- set _preserve_thinking = preserve_thinking if preserve_thinking is defined else true %}
+{%- set max_tool_arg_chars = max_tool_arg_chars if max_tool_arg_chars is defined else 0 %}
+{%- set max_tool_response_chars = max_tool_response_chars if max_tool_response_chars is defined else 0 %}
+{%- set _has_tools = (tools is defined and tools and tools is iterable and tools is not mapping) %}
+{%- set ns_state = namespace(thinking=enable_thinking) %}
+{%- if auto_disable_thinking_with_tools and _has_tools %}
+    {%- set ns_state.thinking = false %}
+{%- endif %}
+{%- macro render_content(content, do_vision_count, is_system_content=false) %}
+    {%- if content is string %}
+        {{- content }}
+    {%- elif content is iterable and content is not mapping %}
+        {%- for item in content %}
+            {%- if item is mapping %}
+                {%- if item.type == 'image' or 'image' in item or 'image_url' in item %}
+                    {%- if is_system_content %}
+                        {{- raise_exception('System message cannot contain images.') }}
+                    {%- endif %}
+                    {%- if do_vision_count %}
+                        {%- set image_count.value = image_count.value + 1 %}
+                    {%- endif %}
+                    {%- if add_vision_id %}
+                        {{- 'Picture ' ~ image_count.value ~ ': ' }}
+                    {%- endif %}
+                    {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
+                {%- elif item.type == 'video' or 'video' in item %}
+                    {%- if is_system_content %}
+                        {{- raise_exception('System message cannot contain videos.') }}
+                    {%- endif %}
+                    {%- if do_vision_count %}
+                        {%- set video_count.value = video_count.value + 1 %}
+                    {%- endif %}
+                    {%- if add_vision_id %}
+                        {{- 'Video ' ~ video_count.value ~ ': ' }}
+                    {%- endif %}
+                    {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
+                {%- elif 'text' in item %}
+                    {{- item.text }}
+                {%- else %}
+                    {{- raise_exception('Unexpected item type in content.') }}
+                {%- endif %}
+            {%- else %}
+                {{- item | string }}
+            {%- endif %}
+        {%- endfor %}
+    {%- elif content is none or content is undefined %}
+        {{- '' }}
+    {%- else %}
+        {{- raise_exception('Unexpected content type.') }}
+    {%- endif %}
+{%- endmacro %}
+{%- if not messages %}
+    {{- raise_exception('No messages provided.') }}
+{%- endif %}
+{%- set _first_role = messages[0].role %}
+{%- if _first_role == 'system' or _first_role == 'developer' %}
+    {%- set _sys_msg = messages[0] %}
+    {%- set _msgs = messages[1:] %}
+{%- else %}
+    {%- set _sys_msg = none %}
+    {%- set _msgs = messages %}
+{%- endif %}
+{%- set _sc = '' %}
+{%- if _sys_msg is not none %}
+    {%- set _sc = render_content(_sys_msg.content, false, true) | trim %}
+    {%- if '<|think_off|>' in _sc %}
+        {%- set ns_state.thinking = false %}
+        {%- set _sc = _sc.split('<|think_off|>') | join('') | trim %}
+    {%- elif '<|think_on|>' in _sc %}
+        {%- set ns_state.thinking = true %}
+        {%- set _sc = _sc.split('<|think_on|>') | join('') | trim %}
+    {%- endif %}
+{%- endif %}
+{%- set _terse %}
+Answer directly, after thinking. Lead with the answer, then only what it needs to be correct and usable.
+Never: open with preamble or pleasantries; restate the question; add filler transitions; hedge with niceties; or repeat a point you've already made.
+Always: keep essential steps, caveats, uncertainties, and specifics — never drop correctness or a needed warning for brevity. Keep the final answer lean. Use the least structure that conveys it (plain prose when short; lists or code only when they earn their place). If genuinely uncertain, say so and explain why — never omit uncertainty for the sake of brevity.
+If a user request is genuinely ambiguous, ask a sharp question, don't guess.
+{%- endset %}
+{%- if not _sc %}
+    {%- set _sc = _terse | trim %}
+{%- else %}
+    {%- set _sc = (_sc | trim) ~ '\n\n' ~ (_terse | trim) %}
+{%- endif %}
+{%- if _has_tools %}
+    {{- '<|im_start|>system\n' }}
+    {{- '# Tools\n\nYou have access to the following functions:\n\n<tools>' }}
+    {%- for tool in tools %}
+        {{- '\n' }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- '\n</tools>' }}
+    {%- set tool_instructions %}
+If you choose to call a function ONLY reply in the following format with NO suffix:
+
+{%- if _tool_format == 'json' %}
+<think>
+Brief explanation of tool call
+</think>
+<tool_call>
+{"name": "example_function_name", "arguments": {"example_parameter_1": "value_1", "example_parameter_2": "This is the value for the second parameter"}}
+</tool_call>
+{%- else %}
+<think>
+Brief explanation of tool call
+</think>
+<tool_call>
+<function=example_function_name>
+<parameter=example_parameter_1>
+value_1
+</parameter>
+<parameter=example_parameter_2>
+This is the value for the second parameter
+that can span
+multiple lines
+</parameter>
+</function>
+</tool_call>
+{%- endif %}
+
+<IMPORTANT>
+Reminder:
+- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.
+- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.
+{%- if _tool_format == 'json' %}
+- Function calls MUST follow the specified format: a single JSON object with "name" and "arguments" keys inside <tool_call></tool_call> XML tags.
+{%- else %}
+- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags.
+{%- endif %}
+- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.
+{%- if _tool_format == 'json' %}
+- The <tool_call> tag MUST be at the very beginning of a new line, with NO spaces or indentation before it.
+{%- else %}
+- The <tool_call> and <function> tags MUST be at the very beginning of a new line, with NO spaces or indentation before them.
+{%- endif %}
+- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.
+- If you have all necessary data, provide your final answer directly to the user without any tool call.
+</IMPORTANT>
+    {%- endset %}
+    {{- '\n\n' ~ tool_instructions | trim }}
+    {%- if _sc %}
+        {{- '\n\n' + _sc }}
+    {%- endif %}
+    {{- '<|im_end|>\n' }}
+{%- else %}
+    {%- if _sc %}
+        {{- '<|im_start|>system\n' + _sc + '<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- set _last_idx = _msgs | length - 1 %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=_last_idx) %}
+{%- for message in _msgs[::-1] %}
+    {%- set index = (_msgs | length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == 'user' %}
+        {%- set _rc = render_content(message.content, false) | trim %}
+        {%- if not (_rc.startswith('<tool_response>') and _rc.endswith('</tool_response>')) %}
+            {%- set ns.multi_step_tool = false %}
+            {%- set ns.last_query_index = index %}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if ns.multi_step_tool %}
+    {%- if _last_idx > 50 %}
+        {%- set ns.last_query_index = _last_idx %}
+    {%- else %}
+        {%- set ns.last_query_index = 0 %}
+    {%- endif %}
+{%- endif %}
+{%- set ns2 = namespace(prev_role='', consecutive_failures=0) %}
+{%- for message in _msgs %}
+    {%- set is_system = (message.role == "system" or message.role == "developer") %}
+    {%- set content = render_content(message.content, true, is_system) | trim %}
+    {%- if is_system or message.role == 'user' %}
+        {%- if '<|think_off|>' in content %}
+            {%- set ns_state.thinking = false %}
+            {%- set content = content.split('<|think_off|>') | join('') | trim %}
+        {%- elif '<|think_on|>' in content %}
+            {%- set ns_state.thinking = true %}
+            {%- set content = content.split('<|think_on|>') | join('') | trim %}
+        {%- endif %}
+    {%- endif %}
+    {%- if is_system %}
+        {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
+    {%- elif message.role == 'user' %}
+        {%- set ns2.consecutive_failures = 0 %}
+        {{- '<|im_start|>user\n' + content + '<|im_end|>\n' }}
+    {%- elif message.role == 'assistant' %}
+        {%- set reasoning_content = '' %}
+        {%- if message.reasoning_content is defined and message.reasoning_content is not none %}
+            {%- if message.reasoning_content is string %}
+                {%- set reasoning_content = message.reasoning_content %}
+            {%- else %}
+                {%- set reasoning_content = message.reasoning_content | string %}
+            {%- endif %}
+        {%- elif message.thinking is defined and message.thinking is not none %}
+            {%- if message.thinking is string %}
+                {%- set reasoning_content = message.thinking %}
+            {%- else %}
+                {%- set reasoning_content = message.thinking | string %}
+            {%- endif %}
+        {%- else %}
+            {%- set _think_end = '' %}
+            {%- if content.startswith('</think>') %}
+                {%- set _think_end = '</think>' %}
+            {%- elif content.startswith('</thinking>') %}
+                {%- set _think_end = '</thinking>' %}
+            {%- elif '\n</think>' in content %}
+                {%- set _think_end = '\n</think>' %}
+            {%- elif '\n</thinking>' in content %}
+                {%- set _think_end = '\n</thinking>' %}
+            {%- elif '\n</ think>' in content %}
+                {%- set _think_end = '\n</ think>' %}
+            {%- elif '\n</think >' in content %}
+                {%- set _think_end = '\n</think >' %}
+            {%- endif %}
+            {%- if _think_end %}
+                {%- if 'thinking' in _think_end %}
+                    {%- set _think_start = '<thinking>' %}
+                {%- else %}
+                    {%- set _think_start = '<think>' %}
+                {%- endif %}
+                {%- set reasoning_content = content.split(_think_end)[0].rstrip('\n') %}
+                {%- if _think_start in reasoning_content %}
+                    {%- set reasoning_content = reasoning_content.split(_think_start)[-1].lstrip('\n') %}
+                {%- endif %}
+                {%- set content = content.split(_think_end)[-1].lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- set reasoning_content = reasoning_content | trim %}
+        {%- if (_preserve_thinking or loop.index0 > ns.last_query_index) and reasoning_content %}
+            {{- '<|im_start|>assistant\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
+        {%- else %}
+            {{- '<|im_start|>assistant\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if tool_call.function is defined and tool_call.function is not none %}
+                    {%- set tc = tool_call.function %}
+                {%- else %}
+                    {%- set tc = tool_call %}
+                {%- endif %}
+                {%- if _tool_format == 'json' %}
+                    {%- if not loop.first or content | trim %}
+                        {{- '\n\n' }}
+                    {%- endif %}
+                    {%- set _args = '{}' %}
+                    {%- if tc.arguments is defined and tc.arguments is not none %}
+                        {%- if tc.arguments is mapping %}
+                            {%- set _args = tc.arguments | tojson %}
+                        {%- elif tc.arguments is string and tc.arguments %}
+                            {%- set _args = tc.arguments %}
+                        {%- endif %}
+                    {%- endif %}
+                    {{- '<tool_call>\n{"name": ' }}{{- tc.name | tojson }}{{- ', "arguments": ' }}{{- _args }}{{- '}\n</tool_call>' }}
+                {%- else %}
+                    {%- if loop.first %}
+                        {%- if content | trim %}
+                            {{- '\n\n<tool_call>\n<function=' + tc.name + '>\n' }}
+                        {%- else %}
+                            {{- '<tool_call>\n<function=' + tc.name + '>\n' }}
+                        {%- endif %}
+                    {%- else %}
+                        {{- '\n\n<tool_call>\n<function=' + tc.name + '>\n' }}
+                    {%- endif %}
+                    {%- if tc.arguments is defined and tc.arguments is not none %}
+                        {%- if tc.arguments is mapping %}
+                            {%- for args_name, args_value in tc.arguments.items() %}
+                                {{- '<parameter=' + args_name + '>\n' }}
+                                {%- if args_value is mapping or (args_value is sequence and args_value is not string) %}
+                                    {%- set _av = args_value | tojson %}
+                                {%- else %}
+                                    {%- set _av = args_value | string %}
+                                {%- endif %}
+                                {%- if max_tool_arg_chars > 0 and _av | length > max_tool_arg_chars %}
+                                    {{- _av[:max_tool_arg_chars] + '\n[TRUNCATED — original length ' ~ (_av | length | string) ~ ' chars]' }}
+                                {%- else %}
+                                    {{- _av }}
+                                {%- endif %}
+                                {{- '\n</parameter>\n' }}
+                            {%- endfor %}
+                        {%- elif tc.arguments is string and tc.arguments %}
+                            {{- tc.arguments }}
+                        {%- endif %}
+                    {%- endif %}
+                    {{- '</function>\n</tool_call>' }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == 'tool' %}
+        {%- set _content_lower = content | lower %}
+        {%- set _content_head = _content_lower[:80] %}
+        {%- if content | length < 500 and '$ ' not in content and 'took ' not in _content_lower and ('"error":' in _content_head or 'error:' in _content_head or 'err!' in _content_head or 'fatal:' in _content_head or 'exception:' in _content_head or 'traceback' in _content_head or 'command not found' in _content_head or 'invalid syntax' in _content_head or 'failed to' in _content_head) %}
+            {%- set ns2.consecutive_failures = ns2.consecutive_failures + 1 %}
+        {%- else %}
+            {%- set ns2.consecutive_failures = 0 %}
+        {%- endif %}
+        {%- if ns2.prev_role != 'tool' %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {%- if max_tool_response_chars > 0 and content | length > max_tool_response_chars %}
+            {%- set content = content[:max_tool_response_chars] + '\n[TRUNCATED — original length ' ~ (content | length | string) ~ ' chars]' %}
+        {%- endif %}
+        {{- '\n<tool_response>\n' + content }}
+        {%- if ns2.consecutive_failures >= 2 %}
+            {{- '\n\n⚠️ SYSTEM WARNING: ' ~ ns2.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect. You MUST use a fundamentally different approach or corrected arguments.' }}
+        {%- elif ns2.consecutive_failures == 1 %}
+            {{- '\n\n⚠️ SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with completely corrected arguments.' }}
+        {%- endif %}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last %}
+            {{- '<|im_end|>\n' }}
+        {%- else %}
+            {%- set _next_role = _msgs[loop.index0 + 1].role %}
+            {%- if _next_role != 'tool' %}
+                {{- '<|im_end|>\n' }}
+            {%- endif %}
+        {%- endif %}
+    {%- else %}
+        {{- '<|im_start|>user\n[' + message.role + ']: ' + content + '<|im_end|>\n' }}
+    {%- endif %}
+    {%- set ns2.prev_role = message.role %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+    {%- if not ns_state.thinking %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- elif ns2.consecutive_failures >= 2 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- else %}
+        {{- '<think>\n' }}
+    {%- endif %}
+{%- endif %}

archive/v1-qwen3.6-froggeric-v21.3/chat_template_oneline.txt

@@ -0,0 +1,52 @@
+{%- set template_version = "qwen3.6-froggeric-v21.3" %}{%- set _tool_format = tool_call_format if tool_call_format is defined else 'xml' %}{%- set image_count = namespace(value=0) %}{%- set video_count = namespace(value=0) %}{%- set add_vision_id = add_vision_id if add_vision_id is defined else false %}{%- set enable_thinking = enable_thinking if enable_thinking is defined else true %}{%- set auto_disable_thinking_with_tools = auto_disable_thinking_with_tools if auto_disable_thinking_with_tools is defined else false %}{%- set _preserve_thinking = preserve_thinking if preserve_thinking is defined else true %}{%- set max_tool_arg_chars = max_tool_arg_chars if max_tool_arg_chars is defined else 0 %}{%- set max_tool_response_chars = max_tool_response_chars if max_tool_response_chars is defined else 0 %}{%- set _has_tools = (tools is defined and tools and tools is iterable and tools is not mapping) %}{%- set ns_state = namespace(thinking=enable_thinking) %}{%- if auto_disable_thinking_with_tools and _has_tools %}{%- set ns_state.thinking = false %}{%- endif %}{%- macro render_content(content, do_vision_count, is_system_content=false) %}{%- if content is string %}{{- content }}{%- elif content is iterable and content is not mapping %}{%- for item in content %}{%- if item is mapping %}{%- if item.type == 'image' or 'image' in item or 'image_url' in item %}{%- if is_system_content %}{{- raise_exception('System message cannot contain images.') }}{%- endif %}{%- if do_vision_count %}{%- set image_count.value = image_count.value + 1 %}{%- endif %}{%- if add_vision_id %}{{- 'Picture ' ~ image_count.value ~ ': ' }}{%- endif %}{{- '<|vision_start|><|image_pad|><|vision_end|>' }}{%- elif item.type == 'video' or 'video' in item %}{%- if is_system_content %}{{- raise_exception('System message cannot contain videos.') }}{%- endif %}{%- if do_vision_count %}{%- set video_count.value = video_count.value + 1 %}{%- endif %}{%- if add_vision_id %}{{- 'Video ' ~ video_count.value ~ ': ' }}{%- endif %}{{- '<|vision_start|><|video_pad|><|vision_end|>' }}{%- elif 'text' in item %}{{- item.text }}{%- else %}{{- raise_exception('Unexpected item type in content.') }}{%- endif %}{%- else %}{{- item | string }}{%- endif %}{%- endfor %}{%- elif content is none or content is undefined %}{{- '' }}{%- else %}{{- raise_exception('Unexpected content type.') }}{%- endif %}{%- endmacro %}{%- if not messages %}{{- raise_exception('No messages provided.') }}{%- endif %}{%- set _first_role = messages[0].role %}{%- if _first_role == 'system' or _first_role == 'developer' %}{%- set _sys_msg = messages[0] %}{%- set _msgs = messages[1:] %}{%- else %}{%- set _sys_msg = none %}{%- set _msgs = messages %}{%- endif %}{%- set _sc = '' %}{%- if _sys_msg is not none %}{%- set _sc = render_content(_sys_msg.content, false, true) | trim %}{%- if '<|think_off|>' in _sc %}{%- set ns_state.thinking = false %}{%- set _sc = _sc.split('<|think_off|>') | join('') | trim %}{%- elif '<|think_on|>' in _sc %}{%- set ns_state.thinking = true %}{%- set _sc = _sc.split('<|think_on|>') | join('') | trim %}{%- endif %}{%- endif %} {%- set _terse %}
+Answer directly, after thinking. Lead with the answer, then only what it needs to be correct and usable.
+Never: open with preamble or pleasantries; restate the question; add filler transitions; hedge with niceties; or repeat a point you've already made.
+Always: keep essential steps, caveats, uncertainties, and specifics — never drop correctness or a needed warning for brevity. Keep the final answer lean. Use the least structure that conveys it (plain prose when short; lists or code only when they earn their place). If genuinely uncertain, say so and explain why — never omit uncertainty for the sake of brevity.
+If a user request is genuinely ambiguous, ask a sharp question, don't guess.
+{%- endset %} {%- if not _sc %}{%- set _sc = _terse | trim %}{%- else %}{%- set _sc = (_sc | trim) ~ '\n\n' ~ (_terse | trim) %}{%- endif %}{%- if _has_tools %}{{- '<|im_start|>system\n' }}{{- '# Tools\n\nYou have access to the following functions:\n\n<tools>' }}{%- for tool in tools %}{{- '\n' }}{{- tool | tojson }}{%- endfor %}{{- '\n</tools>' }} {%- set tool_instructions %}
+If you choose to call a function ONLY reply in the following format with NO suffix:
+
+{%- if _tool_format == 'json' %}
+<think>
+Brief explanation of tool call
+</think>
+<tool_call>
+{"name": "example_function_name", "arguments": {"example_parameter_1": "value_1", "example_parameter_2": "This is the value for the second parameter"}}
+</tool_call>
+{%- else %}
+<think>
+Brief explanation of tool call
+</think>
+<tool_call>
+<function=example_function_name>
+<parameter=example_parameter_1>
+value_1
+</parameter>
+<parameter=example_parameter_2>
+This is the value for the second parameter
+that can span
+multiple lines
+</parameter>
+</function>
+</tool_call>
+{%- endif %}
+
+<IMPORTANT>
+Reminder:
+- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.
+- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.
+{%- if _tool_format == 'json' %}
+- Function calls MUST follow the specified format: a single JSON object with "name" and "arguments" keys inside <tool_call></tool_call> XML tags.
+{%- else %}
+- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags.
+{%- endif %}
+- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.
+{%- if _tool_format == 'json' %}
+- The <tool_call> tag MUST be at the very beginning of a new line, with NO spaces or indentation before it.
+{%- else %}
+- The <tool_call> and <function> tags MUST be at the very beginning of a new line, with NO spaces or indentation before them.
+{%- endif %}
+- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.
+- If you have all necessary data, provide your final answer directly to the user without any tool call.
+</IMPORTANT>
+    {%- endset %} {{- '\n\n' ~ tool_instructions | trim }}{%- if _sc %}{{- '\n\n' + _sc }}{%- endif %}{{- '<|im_end|>\n' }}{%- else %}{%- if _sc %}{{- '<|im_start|>system\n' + _sc + '<|im_end|>\n' }}{%- endif %}{%- endif %}{%- set _last_idx = _msgs | length - 1 %}{%- set ns = namespace(multi_step_tool=true, last_query_index=_last_idx) %}{%- for message in _msgs[::-1] %}{%- set index = (_msgs | length - 1) - loop.index0 %}{%- if ns.multi_step_tool and message.role == 'user' %}{%- set _rc = render_content(message.content, false) | trim %}{%- if not (_rc.startswith('<tool_response>') and _rc.endswith('</tool_response>')) %}{%- set ns.multi_step_tool = false %}{%- set ns.last_query_index = index %}{%- endif %}{%- endif %}{%- endfor %}{%- if ns.multi_step_tool %}{%- if _last_idx > 50 %}{%- set ns.last_query_index = _last_idx %}{%- else %}{%- set ns.last_query_index = 0 %}{%- endif %}{%- endif %}{%- set ns2 = namespace(prev_role='', consecutive_failures=0) %}{%- for message in _msgs %}{%- set is_system = (message.role == "system" or message.role == "developer") %}{%- set content = render_content(message.content, true, is_system) | trim %}{%- if is_system or message.role == 'user' %}{%- if '<|think_off|>' in content %}{%- set ns_state.thinking = false %}{%- set content = content.split('<|think_off|>') | join('') | trim %}{%- elif '<|think_on|>' in content %}{%- set ns_state.thinking = true %}{%- set content = content.split('<|think_on|>') | join('') | trim %}{%- endif %}{%- endif %}{%- if is_system %}{{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}{%- elif message.role == 'user' %}{%- set ns2.consecutive_failures = 0 %}{{- '<|im_start|>user\n' + content + '<|im_end|>\n' }}{%- elif message.role == 'assistant' %}{%- set reasoning_content = '' %}{%- if message.reasoning_content is defined and message.reasoning_content is not none %}{%- if message.reasoning_content is string %}{%- set reasoning_content = message.reasoning_content %}{%- else %}{%- set reasoning_content = message.reasoning_content | string %}{%- endif %}{%- elif message.thinking is defined and message.thinking is not none %}{%- if message.thinking is string %}{%- set reasoning_content = message.thinking %}{%- else %}{%- set reasoning_content = message.thinking | string %}{%- endif %}{%- else %}{%- set _think_end = '' %}{%- if content.startswith('</think>') %}{%- set _think_end = '</think>' %}{%- elif content.startswith('</thinking>') %}{%- set _think_end = '</thinking>' %}{%- elif '\n</think>' in content %}{%- set _think_end = '\n</think>' %}{%- elif '\n</thinking>' in content %}{%- set _think_end = '\n</thinking>' %}{%- elif '\n</ think>' in content %}{%- set _think_end = '\n</ think>' %}{%- elif '\n</think >' in content %}{%- set _think_end = '\n</think >' %}{%- endif %}{%- if _think_end %}{%- if 'thinking' in _think_end %}{%- set _think_start = '<thinking>' %}{%- else %}{%- set _think_start = '<think>' %}{%- endif %}{%- set reasoning_content = content.split(_think_end)[0].rstrip('\n') %}{%- if _think_start in reasoning_content %}{%- set reasoning_content = reasoning_content.split(_think_start)[-1].lstrip('\n') %}{%- endif %}{%- set content = content.split(_think_end)[-1].lstrip('\n') %}{%- endif %}{%- endif %}{%- set reasoning_content = reasoning_content | trim %}{%- if (_preserve_thinking or loop.index0 > ns.last_query_index) and reasoning_content %}{{- '<|im_start|>assistant\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}{%- else %}{{- '<|im_start|>assistant\n' + content }}{%- endif %}{%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}{%- for tool_call in message.tool_calls %}{%- if tool_call.function is defined and tool_call.function is not none %}{%- set tc = tool_call.function %}{%- else %}{%- set tc = tool_call %}{%- endif %}{%- if _tool_format == 'json' %}{%- if not loop.first or content | trim %}{{- '\n\n' }}{%- endif %}{%- set _args = '{}' %}{%- if tc.arguments is defined and tc.arguments is not none %}{%- if tc.arguments is mapping %}{%- set _args = tc.arguments | tojson %}{%- elif tc.arguments is string and tc.arguments %}{%- set _args = tc.arguments %}{%- endif %}{%- endif %}{{- '<tool_call>\n{"name": ' }}{{- tc.name | tojson }}{{- ', "arguments": ' }}{{- _args }}{{- '}\n</tool_call>' }}{%- else %}{%- if loop.first %}{%- if content | trim %}{{- '\n\n<tool_call>\n<function=' + tc.name + '>\n' }}{%- else %}{{- '<tool_call>\n<function=' + tc.name + '>\n' }}{%- endif %}{%- else %}{{- '\n\n<tool_call>\n<function=' + tc.name + '>\n' }}{%- endif %}{%- if tc.arguments is defined and tc.arguments is not none %}{%- if tc.arguments is mapping %}{%- for args_name, args_value in tc.arguments.items() %}{{- '<parameter=' + args_name + '>\n' }}{%- if args_value is mapping or (args_value is sequence and args_value is not string) %}{%- set _av = args_value | tojson %}{%- else %}{%- set _av = args_value | string %}{%- endif %}{%- if max_tool_arg_chars > 0 and _av | length > max_tool_arg_chars %}{{- _av[:max_tool_arg_chars] + '\n[TRUNCATED — original length ' ~ (_av | length | string) ~ ' chars]' }}{%- else %}{{- _av }}{%- endif %}{{- '\n</parameter>\n' }}{%- endfor %}{%- elif tc.arguments is string and tc.arguments %}{{- tc.arguments }}{%- endif %}{%- endif %}{{- '</function>\n</tool_call>' }}{%- endif %}{%- endfor %}{%- endif %}{{- '<|im_end|>\n' }}{%- elif message.role == 'tool' %}{%- set _content_lower = content | lower %}{%- set _content_head = _content_lower[:80] %}{%- if content | length < 500 and '$ ' not in content and 'took ' not in _content_lower and ('"error":' in _content_head or 'error:' in _content_head or 'err!' in _content_head or 'fatal:' in _content_head or 'exception:' in _content_head or 'traceback' in _content_head or 'command not found' in _content_head or 'invalid syntax' in _content_head or 'failed to' in _content_head) %}{%- set ns2.consecutive_failures = ns2.consecutive_failures + 1 %}{%- else %}{%- set ns2.consecutive_failures = 0 %}{%- endif %}{%- if ns2.prev_role != 'tool' %}{{- '<|im_start|>user' }}{%- endif %}{%- if max_tool_response_chars > 0 and content | length > max_tool_response_chars %}{%- set content = content[:max_tool_response_chars] + '\n[TRUNCATED — original length ' ~ (content | length | string) ~ ' chars]' %}{%- endif %}{{- '\n<tool_response>\n' + content }}{%- if ns2.consecutive_failures >= 2 %}{{- '\n\n⚠️ SYSTEM WARNING: ' ~ ns2.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect. You MUST use a fundamentally different approach or corrected arguments.' }}{%- elif ns2.consecutive_failures == 1 %}{{- '\n\n⚠️ SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with completely corrected arguments.' }}{%- endif %}{{- '\n</tool_response>' }}{%- if loop.last %}{{- '<|im_end|>\n' }}{%- else %}{%- set _next_role = _msgs[loop.index0 + 1].role %}{%- if _next_role != 'tool' %}{{- '<|im_end|>\n' }}{%- endif %}{%- endif %}{%- else %}{{- '<|im_start|>user\n[' + message.role + ']: ' + content + '<|im_end|>\n' }}{%- endif %}{%- set ns2.prev_role = message.role %}{%- endfor %}{%- if add_generation_prompt %}{{- '<|im_start|>assistant\n' }}{%- if not ns_state.thinking %}{{- '<think>\n\n</think>\n\n' }}{%- elif ns2.consecutive_failures >= 2 %}{{- '<think>\n\n</think>\n\n' }}{%- else %}{{- '<think>\n' }}{%- endif %}{%- endif %}