- 14 Oct, 2025 1 commit
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Devon Rifkin authored
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- 13 Oct, 2025 1 commit
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Grace authored
* working (other than tool call is the incorrect order) for tool calls and tools * Tests work, other than image tags (tests do not go through server) and tools (not in the correct order, but contents are the same) * testing for qwen3vl parser - toolparser is working * made changes to JSON tool parser, wraps the TollCallFunction with a TollCall object * Working parser for thinking models - assumes state of thinking, emits unambiguous content in thinking, does not call tool call in thinking * changed the parser to start with collecting content * thinking prefill * add hasThinkingSupport parameter to parser * qwen3-vl -> qwen3-vl-instruct for renderer/parser * Add hasThinkingSupport=false to QwenVLParser --------- Co-authored-by:Devon Rifkin <drifkin@drifkin.net>
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- 25 Sep, 2025 1 commit
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Devon Rifkin authored
When trimming whitespace at the end of every chunk, we were iterating backwards over the string byte-by-byte instead of rune-by-rune. As an example of how this can cause corruption, suppose we have the multi-byte character
✅ (`"\u2705"`), which is represented in utf-8 as the three bytes `0xE2 0x9C 0x85`. It happens that `0x85` is NEL, which passes `unicode.IsSpace()`. Because we were iterating byte-by-byte, this caused us to mistakenly slice in the middle of the rune, removing `0x85` and leaving `0xE2 0x9C`, which beyond being the incorrect place to slice, is not even a valid utf-8 character. `trailingWhitespaceLen()` was modified to count from the end in a rune-aware way. Tests with various multibyte unicode characters were also added. Fixes: #12414
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- 20 Sep, 2025 1 commit
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Devon Rifkin authored
In <https://github.com/ollama/ollama/issues/12357> we that the model will output tool calls such as ``` <function=shell> <parameter=command> pwd && ls -la </parameter> </function> ``` We parse this using the approach of transforming into valid xml and then using an xml parser. While we do transform the function and parameter names, we weren't escaping the parameter values (which in this example are invalid since `pwd && ls -la` contains unescaped ampersands). This has been fixed by first transforming the tags in the same way, and then walking the transformed string and escaping the text in between the tags. This also fixes a case where `<` in the middle of a parameter value would cause an xml parse failure. Fixes: #12357
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- 15 Sep, 2025 2 commits
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Devon Rifkin authored
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Devon Rifkin authored
The format qwen3-coder uses is relatively unique, both in rendering and in parsing. To implement parsing, I wrote a custom parser in similar style to harmony. For the rendering, I found that the logic would be much more difficult to follow in a template, so I introduced the concept of a built-in renderer that uses go code, rather than a template to generate prompts. I set us up for future built-in parsers and renderers by making it so they can be specified in a Modelfile like so: ``` RENDERER "qwen3-coder" PARSER "qwen3-coder" ``` These need to be provided explicitly because the architecture alone is not enough to understand what format the model expects to receive, and what format we expect it to output (e.g., qwen3-coder is `qwen3moe`, which includes other qwen3-family models as well) I haven't converted harmony to be one of these "built-ins" yet, since some of it is in flux with the changes @ParthSareen has been making to move harmony to the runner. It is likely that many other built-ins will need to move to the runner as well, but I'm able to slightly defer that decision since qwen3-coder doesn't have thinking (and therefore doesn't need to be in the runner to make structured outputs work). I expect to unify harmony with this approach very soon. Whether a particular model supports tools or thinking was previously inferred from templates, but without a template we now also use the parser itself to declare what it supports. If we have future models that re-use the same parsing format, but have different capabilities, we'll want to parameterize them and give them different names to be specified as a `PARSER`. Misc changes: - I worked on the renderer by diffing outputs from the reference implementation and ours. To make it easier to do this, I extended <https://github.com/ollama/ollama/pull/11875> to also support returning the prompt via the openai compat layer
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