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[GH-ISSUE #14493] Qwen 3.5 27B: Tool calling completely non-functional and repetition penalties silently ignored #35159
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opened 2026-04-22 19:27:47 -05:00 by GiteaMirror
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Originally created by @BigBIueWhale on GitHub (Feb 27, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/14493
What is the issue?
Qwen 3.5 27B: Tool calling completely non-functional and repetition penalties silently ignored
Qwen 3.5 27B is the first consumer-GPU-capable model to match GPT-5 mini on SWE-bench (72.4), with native multimodal support, 262K context, and agentic tool calling trained across 1 million RL environments. It fits on a single RTX 5090 at Q4_K_M. There is currently no comparable alternative at this size.
Three bugs in Ollama make its agentic capabilities — the model's primary differentiator — completely non-functional. All three are verified against source code (v0.17.1 through master
79917cf) and the HuggingFace ground truth template. None are fixable by end users.Full source-level analysis with exact file paths, line numbers, and diffs: Inference Report
Bug 1: Repetition penalties are silently ignored
The Go runner's sampler has zero implementation of penalty sampling.
repeat_penalty,presence_penalty, andfrequency_penaltyare accepted by the API without error and silently discarded. The model card explicitly recommendspresence_penalty=1.5to prevent repetition loops during thinking. Setting it via the API has no effect whatsoever.The C++ runner (
llamarunner) implements penalties correctly — but Qwen 3.5 is forced onto the Go runner viaOllamaEngineRequired()and cannot use it.This affects all models on the Go runner, not just Qwen 3.5.
Full evidence: Missing Penalty Sampling
Bug 2: Tool calling uses the completely wrong format
The registry config blob sets
renderer: "qwen3.5"/parser: "qwen3.5", which maps to the Qwen 3 Hermes-style JSON tool calling pipeline (Qwen3VLRenderer+Qwen3Parser).Qwen 3.5 was not trained on this format. It was trained on the Qwen3-Coder XML format (
<function=name><parameter=key>value</parameter></function>), as confirmed by the HuggingFace chat template.The correct pipeline (
Qwen3CoderRenderer+Qwen3CoderParser) already exists in the codebase — it's just wired to"qwen3-coder"instead of"qwen3.5".The system prompt, the format instruction, the tool call rendering in conversation history, and the output parser are all wrong. There are 6 concrete mismatches between what Ollama sends and what the model was trained on.
Full evidence: Tool Calling Format Mismatch
Bug 3: Unclosed
</think>tag corrupts multi-turn tool calling promptsWhen an assistant message has thinking + tool calls but no text content (the standard "think then call a tool" pattern), the renderer never emits
</think>. The tool call is rendered inside an unclosed<think>block, corrupting every subsequent turn the model sees.The parser side of this was fixed in v0.17.3 (
d98dda4, PR #14477) — the parser now correctly handles model output that has<tool_call>before</think>. But the renderer side remains broken: multi-turn prompts sent to the model still contain unclosed<think>tags. The tool-call thinking tests inqwen3vl_thinking_test.go(lines 119–323) are still commented out.Full evidence: Bug 3 details
Status across releases
</think>(renderer)</think>(parser)Environment
79917cf, Feb 26, 2026 UTC)qwen3.5:27b-q4_K_MEdited (Feb 27, 2026 UTC): Found two additional issues while implementing fixes for the above three bugs in a fork based on v0.17.4 (
cc90a035):Bug 2 expanded — Coder pipeline has zero thinking support: Simply rewiring
"qwen3.5"toQwen3CoderRenderer/Qwen3CoderParseris insufficient. Both have zero thinking support — no<think>/</think>handling in the renderer, no thinking state machine in the parser. Qwen 3.5 requires thinking support for agentic use (the model card recommendsenable_thinking=true), so the Coder pipeline needs to be extended with full thinking support before the rewiring is useful.Bug 4 — Missing generation prompt after tool call turns: When the last message is an assistant message with tool calls, the renderer treats it as a prefill (incomplete turn to be continued) and never emits
<|im_end|>or the<|im_start|>assistant\ngeneration prompt. Root cause is theprefillvariable in bothqwen3coder.go:148andqwen3vl.go:82— it fires for any last assistant message including ones with tool calls. This breaks the entire tool call round-trip loop. Also affectsqwen3-vl-instructandqwen3-vl-thinking. Full evidence.Updated status table:
</think>(renderer)</think>(parser)Relevant log output
OS
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CPU
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Ollama version
0.17.4
@rick-github commented on GitHub (Feb 27, 2026):
@BigBIueWhale commented on GitHub (Feb 27, 2026):
@rick-github Hi, Rick. Do you really want to be responsible for this model not reaching its full potential?
The fact is that with the current configuration, this model is receiving prompt formats that it simply has not been trained on. Especially in tool calling use cases.
My full report has all the necessary proof of these very real bugs.
@rick-github commented on GitHub (Feb 27, 2026):
That's not up to me. Your claim is that
Tool calling completely non-functionalwhich is demonstrably incorrect. If you would like your bug report to be taken seriously, being accurate would be a good start.@Jackallink commented on GitHub (Feb 28, 2026):
Thanks, seems this issue is explained the nature of the issue #14492, though I used qwen3.5:35b series model.
The latest Qwen3.5 models truly have powerful new features which can enhance current agent capabilities.
Hoping a complete compatibility for it.
@rick-github commented on GitHub (Mar 1, 2026):
https://github.com/ollama/ollama/pull/14537
@oleg-kiriyenko-2 commented on GitHub (Mar 4, 2026):
After updating to the latest version with tool calling fix it began to work. But still not working inside thinking tag (I suppose). This is from opencode + qwen 3.5 9B
Fisrt call to list files in directory is ok. But then tool call to read file was not recognized but was shown as thinkig tag.
@oggixx commented on GitHub (Mar 8, 2026):
🦀 Coming from OpenClaw (AI agent framework) — can confirm this issue affects production setups.
Our Setup:
ollama/qwen3.5:397b-cloud/api/chattools parameterObserved Behavior:
Impact:
This makes Qwen 3.5 unusable for agent workflows where tool calling is essential. We've had to fall back to:
Workaround Attempted:
We tried the fix from #14603 (merged 2026-03-04) but the issue persists in our setup.
Questions for Ollama Team:
Environment:
ollama/qwen3.5:397b-cloudThanks for the great work on Ollama! Hope we can get this resolved soon. 🙏
@Yamakuzure commented on GitHub (Mar 9, 2026):
I do not know whether this is relevant to this issue, or whether this is a different one, but whenever I want qwen3.5 (I use the 9b variant, though) try to develop a plan using the OpenCode planning agent, it always ends in something like:
Ollama then stops, without any further output, and so does the agent.
Edit: I have tried with ollama-0.17.6 which has "fixed qwen 3.5 tool calling" in its release notes.
@yadav-prakhar commented on GitHub (Mar 9, 2026):
i've been running 9B model in Qwen Code and Claude Code, served through ollama. I see that ollama can run tool calls in
--experimentalmode, but is it possible to launch experimental mode when using via claude code or other coding agents?can something be done to invoke it in experimental mode when wiring it up? @rick-github
@SirNate0 commented on GitHub (Mar 30, 2026):
I think I'm running into the same bug with ollama version 0.18.2. If I run
qwen3.5:122b-a10bI don't get any tool calls out, just a bunch of reasoning cut off by the length limit. Switching toqwen3-vl:32b, I am getting tool calls.Which version was this fixed in?
@daper commented on GitHub (Mar 30, 2026):
@SirNate0 Looks like the last referenced pr solves it. So v0.19.0.
@yadav-prakhar commented on GitHub (Apr 2, 2026):
At this point of time, someone should take a look at leaked Claude Code and make ollama served llms work with it. If not done, it would be a wasted opportunity.
@philipp-fuchsenberger commented on GitHub (Apr 2, 2026):
Root cause identified:
strings.Contains("qwen3")ingetParserName()/getRendererName()I've been hitting this issue while building a multi-turn tool-calling agent and spent some time tracing the root cause.
Problem
In
x/create/client/create.go, the functionsgetParserName()(line ~529) andgetRendererName()(line ~580) use:This matches all Qwen3 variants — Qwen3, Qwen3-Coder, Qwen3.5, and Qwen3-VL — and assigns them the same parser/renderer pipeline. However, these models use different tool-call formats:
qwen3parser ✓<tool_call>)qwen3parser ✗qwen3parser ✗What I observed
tool_callsin the API responseollama createfrom safetensors: Wrong pipeline assigned, tool calling broken from the startSuggested fix
Replace the
strings.Containsheuristic with an explicit mapping:This would also prevent future regressions when new Qwen3 variants are released.
Note
This primarily affects the
ollama create(safetensors import) path. Models pulled viaollama pulluse registry manifests that include the correct parser/renderer config.I'd be happy to submit a PR if this approach aligns with the project's direction.
Tested with: Ollama v0.6.x, qwen3.5:27b, qwen2.5:32b (works correctly), RTX 3090
@dhirajlochib commented on GitHub (Apr 2, 2026):
Fix submitted in #15224 — this addresses Bug 2 (wrong parser/renderer mapping for Qwen3 variants).
The root cause is that
getParserName()andgetRendererName()inx/create/client/create.gousestrings.Contains(archLower, "qwen3")which matches all Qwen3 variants indiscriminately. The fix adds specific checks forQwen3_5*,Qwen3Next*, andQwen3VL*architectures before the genericqwen3fallback, so each variant gets its correct parser and renderer.