[Feature] The 45VL supports prompt_token_ids + messages input. - #5148
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LiqinruiG
reviewed
Nov 24, 2025
| prompt_token_ids = request.get("prompt_token_ids", []) | ||
| prompt_token_ids_len = len(prompt_token_ids) | ||
| if not request.get("messages"): | ||
| outputs["input_ids"].append(prompt_token_ids) |
| messages = request.get("messages") | ||
| if messages: | ||
| self._check_mm_limits(messages) | ||
| request.setdefault("enable_thinking", True) |
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这里应该不能简单的赋值。 需要看 prompt_token_ids 情况。 这里等 #4302 的 PR 合入之后再调整吧。
chang-wenbin
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Mar 2, 2026
…ePaddle#5148) * support prompt_token_ids + messages * fix bug * refact code structure * support cache mm items * refact code structure * delete test cases * modify unit test * add unit test * add unit test * fix append * add check for messages
xiaoguoguo626807
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May 7, 2026
…ePaddle#5148) * support prompt_token_ids + messages * fix bug * refact code structure * support cache mm items * refact code structure * delete test cases * modify unit test * add unit test * add unit test * fix append * add check for messages
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Motivation
When triggering multiple rounds with RLC, we aim to use the prompt_ids and completion_ids from the previous round as input for the current round without requiring concatenation. Additionally, we wish to pass image information via the message field.
Modifications
The
process_request_dictfunction inernie4_5_vl_processornow supports reading theprompt_token_idsfield from the request as input. It also supports reading multimodal information from themessagesfield in this scenario.Usage or Command
No change in manual command
Accuracy Tests
No need
Checklist
[FDConfig],[APIServer],[Engine],[Scheduler],[PD Disaggregation],[Executor],[Graph Optimization],[Speculative Decoding],[RL],[Models],[Quantization],[Loader],[OP],[KVCache],[DataProcessor],[BugFix],[Docs],[CI],[Optimization],[Feature],[Benchmark],[Others],[XPU],[HPU],[GCU],[DCU],[Iluvatar],[Metax]]pre-commitbefore commit.releasebranch, make sure the PR has been submitted to thedevelopbranch, then cherry-pick it to thereleasebranch with the[Cherry-Pick]PR tag.