Model reference · open weights

xflux_text_encoders

xflux_text_encoders is an open-weight language model from XLabs-AI, 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 XLabs-AI 1 variants 326k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What xflux_text_encoders is

Description Text encoder weights from Google's T5 model

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

MakerXLabs-AI
TypeLanguage models
Parameters (lead)4.8B
Variants1
Runs withtransformers
Released2024-08-11
Popularity326k downloads / month
Likes21
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
xflux_text_encoders4.8BBF16~11 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

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

Details

Languages, data & research

Languages

en

Tags

transformers safetensors t5 pytorch text2text-generation en text-generation-inference endpoints_compatible deploy:azure

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

Want xflux_text_encoders on EU-owned hardware?

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

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