Model reference · open weights

Skywork-R1V

Skywork-R1V is an open-weight language model from Skywork, 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 Skywork 1 variants 36k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What Skywork-R1V is

Skywork-R1V 📖 Technical Report | 💻 GitHub | 🌐 ModelScope [](https://github.com/SkyworkAI/Skywork-R1V/stargazers) [](https://github.com/SkyworkAI/Skywork-R1V/fork) 1. Model Introduction 2. Feature - Visual Chain-of-Thought: Enables multi-step logical reasoning on visual inputs, breaking down complex image-based problems into manageable steps. - Mathematical & Scientific Analysis: Capable of solving visual math problems and interpreting scientific/medical imagery with high precision. - Cross-Modal Understanding: Seamlessly integrates text and images for richer, context-aware comprehension. 3. Evaluation 4. Usage 1. Clone the Repository 2. Set Up the Environment 3. Run the Inference Script 5. Citation If you use Skywork-R1V in your research, please cite: This project is released under an open-source license. Star History [](https://www.star-history.com/#SkyworkAI/Skywork-R1V&Date)

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

Specifications

What it is

MakerSkywork
TypeLanguage models
Parameters (lead)38.4B
Variants1
Runs withtransformers
Released2025-03-17
Popularity36k downloads / month
Likes128
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
Skywork-R1V-38B38.4BBF16~88.3 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys skywork-r1v for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (skywork-r1v 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":"skywork-r1v","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Tags

transformers safetensors skywork_chat image-text-to-text conversational custom_code endpoints_compatible

Papers

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

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