rnj-1:8b-cloud

Upstream reference: Rnj-1 Instruct

Publisher: Essential AI

Essential AI documents an instruction-tuned dense text model trained from scratch for code and STEM workflows.

Publisher-described context, separate from Sigma5C observations and recorded catalog statistics.

Published upstream specifications

Total parameters

8.3 billion Source

Published trained context

32K tokens, publisher notation Source

Upstream license label

Apache-2.0 Source

Publisher-described uses

• Coding, science, mathematical text and application tool workflows. Source

Reference limitations

• The card distinguishes trained 32K context from optional 128K YaRN extrapolation and notes regressions under that extension. Source

A recorded tag and an upstream card association do not verify the deployed checkpoint, quantization, configured context or current hosted availability.

Publisher sources

• Rnj-1 Instruct official documentation — Essential AI. Checked 2026-11-02.

Links

Recorded references do not establish downloadable weights, licensing or current availability.

• Essential AI — official site
• Ollama
• Hugging Face
• Official model announcement / documentation

Where rnj-1:8b-cloud comes from

Named in 3 observation pages

• 3B-7B local models — all 53 · V1
• Cloud Models — three-judge autoresearch observation set · V1
• Function-calling — 9 cloud models × 30 prompts · V1