Model Comparison

LLaVA 1.5 7B vs InstructBLIP Vicuna 7B

Compare the listed model data for LLaVA 1.5 7B by llava-hf and InstructBLIP Vicuna 7B by Salesforce. Benchmark and pricing records are not a controlled test and may change.

Data last updated: 2026-10-16. Verify current model details with each provider.

What the listed data says

LITHOVEX lists LLaVA 1.5 7B at a large context window and InstructBLIP Vicuna 7B at a large context window. Check provider documentation for current specifications. LLaVA 1.5 7B is listed for no specific capability flags; InstructBLIP Vicuna 7B is listed for no specific capability flags. Shared catalog benchmark entries: VQAv2: LLaVA 1.5 7B 80.0%; InstructBLIP Vicuna 7B 72.0%; GQA: LLaVA 1.5 7B 63.3%; InstructBLIP Vicuna 7B 49.5%. These records are reference data, not a controlled head-to-head test; verify current pricing and specifications with each provider.

Computed differences from catalog data

  • A context-window ratio cannot be calculated from the catalog values (a large context window for LLaVA 1.5 7B; a large context window for InstructBLIP Vicuna 7B).
  • On shared numeric benchmark entries, VQAv2: LLaVA 1.5 7B − InstructBLIP Vicuna 7B = +8 percentage points (80.0% vs 72.0%); GQA: LLaVA 1.5 7B − InstructBLIP Vicuna 7B = +13.8 percentage points (63.3% vs 49.5%).
  • A release-date gap cannot be calculated from the catalog values (LLaVA 1.5 7B: October 2023; InstructBLIP Vicuna 7B: 2023).

Cost example: 1M input and 1M output tokens

A cost example for 1M input plus 1M output tokens cannot be calculated reliably because separate numeric input and output rates are not listed for both models.

Choose LLaVA 1.5 7B if…

Choose LLaVA 1.5 7B when your task aligns with catalog-listed uses or strengths such as Research on VLM architectures, Legacy LLaVA 1.5 integrations, Pioneering open VLM — democratized multimodal AI research, 80% VQAv2 at low cost.

Choose InstructBLIP Vicuna 7B if…

Choose InstructBLIP Vicuna 7B when your task aligns with catalog-listed uses or strengths such as Instruction-following visual QA tasks, Research on instruction-tuned VLMs, Instruction-tuned VLM — follows complex visual instructions, Vicuna-7B backbone with instruction following quality.

llava-hfL
LLaVA 1.5 7B

Browse llava-hf models

LLaVA 1.5 7B — open multimodal chat model that can see images. Describe pictures, read screenshots, or analyse charts conversationally.

Parameters: 7B + 307M vision encoder

Catalog pricing: Apache 2.0 — free

llava-hf General Purpose Open Source

View LLaVA 1.5 7B model profile

SalesforceS
InstructBLIP Vicuna 7B

Browse Salesforce models

Salesforce InstructBLIP on Vicuna 7B — strong visual reasoning and detailed image-grounded answer generation.

Catalog pricing: BSD-3 — free

Salesforce General Purpose Open Source

View InstructBLIP Vicuna 7B model profile

Feature Comparison — LLaVA 1.5 7B vs InstructBLIP Vicuna 7B

Catalog specifications for LLaVA 1.5 7B and InstructBLIP Vicuna 7B
Specification LLaVA 1.5 7B InstructBLIP Vicuna 7B
Provider llava-hf Salesforce
Parameters 7B + 307M vision encoder Not listed
Context window Not listed Not listed
Maximum output Not listed Not listed
Catalog pricing Apache 2.0 — free BSD-3 — free
Listed input/output cost per 1M tokens Separate numeric input/output rates not listed Separate numeric input/output rates not listed
License Apache 2.0 BSD-3-Clause
Coding support Not listed Not listed
Reasoning support Not listed Not listed
Vision input Not listed Not listed
Multimodal Not listed Not listed
Open weights Yes Yes
Benchmark: VQAv2 80.0% 72.0%
Benchmark: GQA 63.3% 49.5%

Figures are transcribed from LITHOVEX model records. Benchmark versions and evaluation setups may differ; pricing and specifications can change. Check each provider's current documentation before making a decision.

Frequently Asked Questions

What is different between LLaVA 1.5 7B and InstructBLIP Vicuna 7B?
LITHOVEX lists LLaVA 1.5 7B at a large context window and InstructBLIP Vicuna 7B at a large context window. Check provider documentation for current specifications. LLaVA 1.5 7B is listed for no specific capability flags; InstructBLIP Vicuna 7B is listed for no specific capability flags. Shared catalog benchmark entries: VQAv2: LLaVA 1.5 7B 80.0%; InstructBLIP Vicuna 7B 72.0%; GQA: LLaVA 1.5 7B 63.3%; InstructBLIP Vicuna 7B 49.5%. These records are reference data, not a controlled head-to-head test; verify current pricing and specifications with each provider.
What benchmark values are listed for LLaVA 1.5 7B and InstructBLIP Vicuna 7B?
VQAv2: LLaVA 1.5 7B 80.0%; InstructBLIP Vicuna 7B 72.0%; GQA: LLaVA 1.5 7B 63.3%; InstructBLIP Vicuna 7B 49.5%. The catalog values may use different versions and evaluation setups, so they are reference points rather than a controlled head-to-head result.
Which model has the larger listed context window?
LITHOVEX lists LLaVA 1.5 7B at a large context window and InstructBLIP Vicuna 7B at a large context window. Check provider documentation for current specifications.
What are the listed costs per million tokens for LLaVA 1.5 7B and InstructBLIP Vicuna 7B?
LLaVA 1.5 7B: Separate numeric input/output rates not listed (Apache 2.0 — free). InstructBLIP Vicuna 7B: Separate numeric input/output rates not listed (BSD-3 — free). Where separate numeric input and output rates are available, the worked example uses 1M input plus 1M output tokens. Confirm current terms with each provider.
How far apart are the listed release dates for LLaVA 1.5 7B and InstructBLIP Vicuna 7B?
The catalog lists LLaVA 1.5 7B as October 2023 and InstructBLIP Vicuna 7B as 2023; a release-date gap cannot be calculated from both records.
When was the comparison data last updated?
The model catalog records 2026-10-16 as its data update date. Provider specifications and prices may have changed since then.
How should I choose between LLaVA 1.5 7B and InstructBLIP Vicuna 7B?
Compare the listed specifications and capabilities, review the benchmark notes, then test both with the same representative prompt for your task. This page does not claim a universal winner.

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