FireLLaVA Models by Fireworks AI
About
FireLLaVA is a family of vision-language models (VLMs) innovatively developed by Fireworks AI. Built on the LLaVA architecture, these models are celebrated for their open-source nature, released under the Llama 2 Community License, making them the first commercially permissive LLaVA models available 58. Unlike previous VLMs such as the original LLaVA, which faced commercial restrictions due to proprietary training data, FireLLaVA models utilize open-source instruction-following data, achieving performance on par with or surpassing prior benchmarks 58. Notably, the FireLLaVA-13b model, trained in December 2023 and available on Hugging Face, is tailored for single-image inputs while also supporting multi-image and multi-prompt generation 8.
Current Variants
Use-when guidance is derived from seed capabilities, context, release, and replacement fields.
Use when the workload needs 4k context and 13B parameters.
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| FireLLaVA 13B | Use when the workload needs 4k context and 13B parameters. | 2024-04 | 4k context13B parameters | Current |
Release Timeline
1 release groupSpecifications(1 models)
| Model | Released | Context | Parameters |
|---|---|---|---|
| FireLLaVA 13B | 2024-04 | 4k | 13B |
Available From(1 provider)
Pricing
| Model | Provider | Input / 1M | Output / 1M | Type |
|---|---|---|---|---|
| FireLLaVA 13B | Fireworks AI | $0.9 | $0.9 | Serverless |
Frequently Asked Questions
- What is FireLLaVA used for?
- FireLLaVA is used for coding. The family description and listed model capabilities point to those workloads as the best fit.
- How does FireLLaVA compare to Fireworks Functions?
- FireLLaVA by Fireworks AI is strongest where you need coding, while Fireworks Functions by Fireworks AI is the closest related family to check for adjacent model selection. FireLLaVA has 1 listed variant and reaches up to 4k context, so compare the specs and pricing tables before choosing a production model.
- Which FireLLaVA model should I use?
- For the lowest listed input price, start with FireLLaVA 13B through Fireworks AI at $0.9/1M input tokens. For the most capable/latest local choice, evaluate FireLLaVA 13B with 4k context.
