Ripple-65B Preview API & Playground

Ripple-65B Preview is an open-weight, 65B-parameter model from Ricursive for general-purpose, coding, and agentic workloads. It is a general-purpose variant of the proprietary model powering the Ricursive AI chip design platform, pretrained on 12 trillion tokens. Ricursive reports a score of 80.52 on TerminalBench 2.1. Checkpoint context length: up to 1M tokens; currently validated Fireworks shape: 128K tokens. Input: text. Output: text. License: Apache 2.0.

Ripple-65B Preview API Features

On-demand Deployment

Docs

On-demand deployments allow you to use Ripple-65B Preview on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits.

Metadata

State

Ready

Created on

4 NOV, 2026

Kind

Base model

Provider

Fireworks

Huggingface

ricursiveAI/Ripple-65B-Preview

Specifications

Calibrated

Mixture-of-Experts

Parameters

64.7B

Supporting Functionality

Fine-tuning

Not Supported

Serverless

Not Supported

Context Length

1040k tokens

Function Calling

Supported

Embeddings

Not Supported

Rerankers

Not Supported

Supporting image input

Not Supported