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Phi 3.5 Vision Instruct vs Phi-4-multimodal-instruct

Put two to four models side by side on the fields that decide a deployment: context, price, region, license, languages, hosting, and what is verified.

Phi 3.5 Vision InstructPhi-4-multimodal-instruct
Provider MicrosoftMicrosoft
Parameters 4.1B5.57B
Context window Not verified: the provider has not documented this claim.131k
License mitmit
Modalities text, visiontext, vision, audio
Release date 16 Aug 202424 Feb 2025
Languages Strong: —
Adequate: nlp
Strong: en, de, fr, es, it, pt
Adequate: nl, pl, sv, da, fi, cs, ru, uk, ar, zh, ja, ko, hi, tr
Open weights yesyes
Tasks Vision, SummarisationVision, Summarisation, Multilingual support, Low cost

Where two models differ, this table shows the difference and stops. LLM EU publishes no winner badge without a documented score for that task, and a missing figure stays missing instead of becoming a zero.

When to use it

Phi 3.5 Vision Instruct

Strengths

  • open weights are published on Hugging Face and can be downloaded without a vendor agreement
  • mit licence, so commercial self-hosting is permitted without a separate agreement
  • at 4.1B parameters it fits on a single accelerator
  • instruction-tuned checkpoint with a chat template in the repository

Limits

  • catalogue only — LLM EU does not run this model, and nothing on this card implies an LLM EU endpoint
  • no evaluation has been run by LLM EU
  • the published configuration records no context window, so the card carries none
  • at 4.1B parameters, the weights fit on a single modest accelerator
  • vision checkpoints are heavier to serve than their parameter count alone suggests, because the image encoder and pre-processing run alongside the language model

Tasks

Vision, Summarisation

Phi-4-multimodal-instruct

Strengths

  • text, image and speech input at 5.6B parameters
  • 128K-token context for document batches
  • MIT licence
  • 23 declared languages including most large EU languages

Limits

  • modality-specific quality is below dedicated single-modality models
  • English-centric training data
  • no evaluation has been run by LLM EU

Tasks

Vision, Summarisation, Multilingual support, Low cost

Tasks: Vision, Summarisation

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