[Cherry-Pick] fix tokenizer oom

[ApplEOFDiscord]

Motivation

💡 If this PR is a Cherry Pick, the PR title needs to follow the format by adding the [Cherry-Pick] label at the very beginning and appending the original PR ID at the end. For example, [Cherry-Pick][CI] Add check trigger and logic(#5191)

💡 如若此PR是Cherry Pick，PR标题需遵循格式，在最开始加上[Cherry-Pick]标签，以及最后面加上原PR ID，例如[Cherry-Pick][CI] Add check trigger and logic(#5191)

• EB45 tokenizer has OOM problems (huge attention_mask tensor with L * L size), change encode -> tokenize + convert_tokens_to_ids fix this

Modifications

• Avoid using encode, use tokenizer + convert_tokens_to_ids

Usage or Command

None

Accuracy Tests

None

Checklist

• Add at least a tag in the PR title.
  • Tag list: [[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]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• Format your code, run pre-commit before commit.
• Add unit tests. Please write the reason in this PR if no unit tests.
• Provide accuracy results.
• If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

[codecov-commenter]

Codecov Report

❌ Patch coverage is 0% with 2 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (release/2.4@3dbc04b). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
fastdeploy/input/ernie4_5_vl_processor/process.py	0.00%	2 Missing ⚠️

Additional details and impacted files

@@              Coverage Diff               @@
##             release/2.4    #6325   +/-   ##
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  Misses                 ?    15873           
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Flag	Coverage Δ
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