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Fireworks Blog

Making the leap to specia

Making the leap to specialized intelligence

The road to building specialized intelligence typically follows four stages from renting the closed frontier to training your own custom models, we walk you through what it takes to get there.

Reinforcement fine tuning announcement
Model Releases
6/9/2025

Reinforcement Fine Tuning (Beta): Train expert open models to surpass closed frontier models

Fireworks Dev Day 2025 Wrapped
Company News
5/29/2025

Fireworks DevDay 2025 Wrapped

 Independent benchmarking of Fireworks shows >250 tokens / second on DeepSeek V3
Model Releases
5/28/2025

FireAttention V4: Industry-Leading Latency and Cost Efficiency with FP4

Building an open-source Browser Agent on Fireworks
Developer Experience
5/21/2025

Building an open-source Browser Agent on Fireworks

Agentic AI Systems
Developer Experience
5/19/2025

Agentic AI Systems

Supervised Fine-Tuning (SFT) with LoRA on Fireworks: Tutorial
Developer Experience
5/12/2025

Supervised Fine-Tuning (SFT) with LoRA on Fireworks: Tutorial

Qwen 3 on Fireworks
Model Releases
5/6/2025

Qwen 3 on Fireworks: Controllable Chain-of-Thought and Tool Calling at Frontier Scale

Llama 4 Maverick on Fireworks
Developer Experience
4/28/2025

Optimizing Llama 4 Maverick on Fireworks

RAG application using MongoDB Atlas and Fireworks
Developer Experience
4/9/2025

Building Enterprise-Scale RAG Systems with Fireworks and MongoDB Atlas

Fireworks Now Supports NVIDIA NIM Deployments for Blazing AI Inference
Model Releases
3/18/2025

Fireworks Now Supports NVIDIA NIM Deployments for Blazing AI Inference

Faster, more efficient DeepSeek on the Fireworks Developer Cloud
Model Releases
3/18/2025

Faster, more efficient DeepSeek on the Fireworks Developer Cloud

Fine-Tuning DeepSeek v3 & R1 to optimize quality, latency, & cost
Model Releases
3/12/2025

Fine-Tuning DeepSeek v3 & R1 to optimize quality, latency, & cost

Enabling Function Calling in DeepSeek v3: Bridging the Gap Between Text and Action
Model Releases
2/14/2025

Enabling Function Calling in DeepSeek v3: Bridging the Gap Between Text and Action

DeepSeek v3 and R1 Model Architecture: Why it's powerful and economical
Developer Experience
2/7/2025

DeepSeek v3 and R1 Model Architecture: Why it's powerful and economical

DeepSeek R1 Just Got Eyes with Fireworks Document Inlining
Model Releases
2/5/2025

DeepSeek R1 Just Got Eyes with Fireworks Document Inlining

From text to task: Constrained generation for structured extraction in R1
Developer Experience
2/1/2025

From text to task: Constrained generation for structured extraction in R1

Distillation with Reasoning: Can DeepSeek R1 Teach Better Than Humans?
Developer Experience
1/31/2025

Distillation with Reasoning: Can DeepSeek R1 Teach Better Than Humans?

Mistral Small 3 Now Available on Fireworks: Faster, Lighter, and More Efficient
Model Releases
1/30/2025

Mistral Small 3 Now Available on Fireworks: Faster, Lighter, and More Efficient

Beyond Supervised Fine Tuning: How Reinforcement Learning Empowers AI with Minimal Labels
Developer Experience
1/27/2025

Beyond Supervised Fine Tuning: How Reinforcement Learning Empowers AI with Minimal Labels

DeepSeek R1: All you need to know 🐳
Model Releases
1/24/2025

DeepSeek R1: All you need to know 🐳

Real-time, performant code assistance: How Sourcegraph scaled with Fireworks
Case Studies
1/22/2025

Real-time, performant code assistance: How Sourcegraph scaled with Fireworks