LLM Reference

LLaVA 1.6 Mistral 7B

Released
2024-01-31
Last refreshed
2026-05-01
Status
Researched 154d ago
Deprecated

LLaVA 1.6 Mistral 7B is a legacy integration reference; keep it only while you identify a current replacement.

Use it for

  • Teams maintaining an existing integration
  • Workloads that can use a 32k context window
  • Buyers comparing 2 tracked provider routes

Do not use it for

  • New production launches
  • Vision or document-understanding workloads
  • Strict JSON or tool-calling flows
Specifications
Family
LLaVA 1.6
Released
2024-01-31
Context
32k
Parameters
7B
Architecture
Decoder Only
Knowledge cutoff
2023-12
Specialization
general
Training
finetuned
Created by

Academic researcher focused on vision models

N/A
Founded N/A
Website
Pricing
Output / 1M
$0.250
Input / 1M
$0.050

Cheapest of 2 routes · Replicate API

About

LLaVA-v1.6 Mistral-7B is an open-source, multimodal language model capable of processing text and images. Built on the Mistral-7B-Instruct-v0.2 base, it combines a large language model with a vision encoder to enhance reasoning, optical character recognition, and world understanding. Trained on substantial datasets, including image-text pairs from LAION/CC/SBU, GPT-generated data, and VQA data, it was evaluated against 12 benchmarks. The model improves upon LLaVA-1.5 with higher image resolution processing and better reasoning, offering bilingual support and commercial licensing. It finds use in applications like chatbots, image captioning, and visual QA tasks but requires significant computational resources for high-res images.

LLaVA 1.6 Mistral 7B is a model in the LLaVA 1.6 family. The structured metadata tracks a 32k-token context window. This page tracks provider routes through NVIDIA NIM and Replicate API, with the cheapest tracked route listed at $0.05 input and $0.25 output per 1M tokens. No headline benchmark score is tracked for LLaVA 1.6 Mistral 7B yet.

Top use-case fit

No primary decision-task fit is mapped for this model yet.

Provider price ladder

Compare all 2

Compare API pricing across 2 providers for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MRoute
Replicate API$0.050$0.250
Serverless
NVIDIA NIM--
ProvisionedPartial

Capabilities

No model capability flags are currently sourced.

Benchmark peer barsfor Coding

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.