Model reference · open weights
llava-mistral is an open-weight language model from liuhaotian. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | liuhaotian |
|---|---|
| Type | Language models |
| Task | Vision + text |
| Parameters (lead) | 7.6B |
| Context | 32k tokens |
| Runs with | transformers |
| Released | 2024-01-31 |
| Popularity | 61k downloads / month |
| Licence | Open weights |
About
Model type: LLaVA is an open-source chatbot trained by fine-tuning LLM on multimodal instruction-following data. It is an auto-regressive language model, based on the transformer architecture. Base LLM: mistralai/Mistral-7B-Instruct-v0.2
Model date: LLaVA-v1.6-Mistral-7B was trained in December 2023.
Paper or resources for more information: https://llava-vl.github.io/
mistralai/Mistral-7B-Instruct-v0.2 license.
Where to send questions or comments about the model: https://github.com/haotian-liu/LLaVA/issues
Primary intended uses: The primary use of LLaVA is research on large multimodal models and chatbots.
Primary intended users: The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.
A collection of 12 benchmarks, including 5 academic VQA benchmarks and 7 recent benchmarks specifically proposed for instruction-following LMMs.
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys liuhaotian-llava-mistral for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (liuhaotian-llava-mistral below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/chat/completions \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"liuhaotian-llava-mistral","messages":[{"role":"user","content":"Hello"}]}'
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.