Model reference · open weights

pix2struct-tiny-random

pix2struct-tiny-random is an open-weight language model from optimum-intel-internal-testing, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

LLMs optimum-intel-internal-testing 1 variants 39k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

Specifications

What it is

Makeroptimum-intel-internal-testing
TypeLanguage models
Variants1
Released2025-10-21
Popularity39k downloads / month
LicenceOpen weights

How it works

How language models work

Your prompttext / messagesTransformerattention over tokensNext-token loopgenerate + streamResponsetext · tool callsA language model reads your tokens and predicts the next one, again and again, streaming the reply back.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
pix2struct-tiny-randomBF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys pix2struct-tiny-random for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (pix2struct-tiny-random 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":"pix2struct-tiny-random","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Tags

pytorch pix2struct image-to-text

Licence

Open weights

Open weights under mit — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

Want pix2struct-tiny-random on EU-owned hardware?

Request this model on EU hardware See what’s served now

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