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KAT Dev 32B

Ready
model path:accounts/fireworks/models/kat-dev-32b
Deploy on demand

KAT-Dev-32B is an open-source 32B-parameter model for software engineering tasks. It is optimized via several stages of training, including a mid-training stage, supervised fine-tuning (SFT) & reinforcement fine-tuning (RFT) stage and an large-scale agentic reinforcement learning (RL) stage.

KAT Dev 32B API Features

On-demand Deployment

Docs

On-demand deployments allow you to use KAT Dev 32B on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits.

Metadata

State
Ready
Created on
15 NOV, 2025
Kind
Base model
Provider
Kwaipilot
Huggingface
Kwaipilot/KAT-Dev

Specifications

Calibrated
No
Mixture-of-Experts
No
Parameters
32.7B

Supporting Functionality

Fine-tuning
Not Supported
Serverless
Not Supported
Context Length
131k tokens
Function Calling
Not Supported
Embeddings
Not Supported
Rerankers
Not Supported
Supporting image input
Not Supported