Model reference · open weights

Dream

Available as managed deployment LLMs Dream-org Text gen 1 variants 96k dl/mo

Dream is an open-weight language model from Dream-org. 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 byDream-org
TypeLanguage models
TaskText gen
Parameters (lead)7.6B
Context128k tokens
Runs withtransformers
Released2025-04-03
Popularity96k downloads / month
LicenceOpen weights

About

What Dream is

This is the instruct model of Dream 7B, which is an open diffusion large language model with top-tier performance. More details about the model and usage can be found in the blog and github bellow:

  • Blog: https://hkunlp.github.io/blog/2025/dream/
  • Github: https://github.com/HKUNLP/Dream

From the published model card. Full card on the HuggingFace links in the sidebar.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys dream for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (dream 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":"dream","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.

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