LLaVA 1.6 Vicuna 7B
LLaVA 1.6 Vicuna 7B is worth evaluating for general LLM work when its provider route and context window match the workload.
Use it for
- Teams evaluating general LLM work
- Workloads that can use a 4k context window
- Buyers comparing 1 tracked provider route
Do not use it for
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- LLaVA 1.6
- Released
- 2024-01-31
- Context
- 4k
- Parameters
- 7B
- Architecture
- Decoder Only
- Knowledge cutoff
- 2023-01
- Specialization
- general
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
Cheapest of 1 route · Replicate API
About
LLaVA 1.6 Vicuna 7B is a sophisticated multimodal large language model that integrates a Vicuna-7B language model with a high-performing vision encoder, such as CLIP's ViT-L/14. This innovative combination enables it to process and understand both text and image inputs, making it ideal for tasks like image captioning, visual question answering, and multimodal chatbot interactions. It features enhanced image resolution capabilities, improved OCR, and logical reasoning skills, all while maintaining data efficiency. Despite these advancements, users should be aware of its performance variability and computational demands when handling high-resolution images. Being open-source, it invites community collaboration for further enhancements.
LLaVA 1.6 Vicuna 7B is an open-source model in the LLaVA 1.6 family. The structured metadata tracks a 4k-token context window. This page tracks provider routes through 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 Vicuna 7B yet.
Top use-case fit
No primary decision-task fit is mapped for this model yet.
Provider price ladder
Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Replicate API | $0.050 | $0.250 | Serverless |
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.
Frequently asked questions
What is the context window of LLaVA 1.6 Vicuna 7B?
LLaVA 1.6 Vicuna 7B has a context window of 4k tokens.
How much does LLaVA 1.6 Vicuna 7B cost?
LLaVA 1.6 Vicuna 7B is available at $0.05/1M input tokens through Replicate API.
When was LLaVA 1.6 Vicuna 7B released?
LLaVA 1.6 Vicuna 7B was released on 2024-01-31.
Which providers offer LLaVA 1.6 Vicuna 7B?
LLaVA 1.6 Vicuna 7B is available from 1 provider: Replicate API.
Cheapest of 1 route · Replicate API