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Fireworks Blog

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GLM 5.2 is live on Fireworks inference, day zero.

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Qwen 3 Decoded
Model Releases8/1/2025

Qwen3 Decoded: Choosing the Right Model For Your Task

Kimi K2 Deep Dive
Developer Experience8/1/2025

Kimi K2: Deep Dive into model performance and use-cases

Fireworks AI Batch API
Model Releases7/31/2025

Run bulk async workloads with Fireworks Batch API

Real-world leaderboard
Benchmarks7/30/2025

Fireworks Real-World Benchmarks: Find the Best OSS Model for the Job

Introducing Vision-Language Model Fine-tuning
Model Releases7/29/2025

Introducing Vision-Language Model Fine-tuning: Tailor VLMs to Your Domain

Notion
Case Studies7/25/2025

How Notion Cuts Latency 4x and Scales Enterprise AI Workflows with Fireworks AI

QK-Clip
Developer Experience7/22/2025

A Deep Dive into MLA training/inference difference and why QK-Clip from Kimi is such an elegant idea

VibeRL: When AI Trains AI
Model Releases7/22/2025

VibeRL: When AI Trains AI

Sentient & Fireworks Powers Decentralized AI At Viral Scale
Case Studies7/17/2025

Sentient & Fireworks Powers Decentralized AI At Viral Scale

Fireworks Sagemaker
Model Releases7/15/2025

Fireworks AI Now Supports Amazon SageMaker

Deep-dive into MuonClip: Fixing Attention Score Explosions in Transformer Training
Developer Experience7/15/2025

Deep-dive into MuonClip: Fixing Attention Score Explosions in Transformer Training

Understanding Function Calling: The Bridge to Agentic AI
Developer Experience7/11/2025

Understanding Function Calling: The Bridge to Agentic AI

Using Model as Judge for Reward in Reinforcement Fine Tuning
Developer Experience7/10/2025

Using Model-as-a-Judge for Reward in Reinforcement Fine Tuning

Flux Kontext on Fireworks
Model Releases7/9/2025

Introducing FLUX.1 Kontext on Fireworks

Announcing Response API with MCP
Model Releases6/22/2025

Unlock Your Tools: Fireworks Adds OpenAI-Response API with MCP Support (Beta)

Announcing Virtual Cloud on Fireworks AI
Model Releases6/16/2025

Build for Scale with Fireworks Virtual Cloud (GA)

Announcing Updated 3D FireOptimizer
Model Releases6/14/2025

3D FireOptimizer: Automating the Multi-Dimensional Tradeoffs in LLM Serving

Updated Supervised Fine Tuning
Model Releases6/13/2025

Introducing Supervised Fine Tuning V2

Reinforcement fine tuning announcement
Model Releases6/9/2025

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

Fireworks AI Dev Day 2025 Wrapped
Company News5/29/2025

Fireworks DevDay 2025 Wrapped

Independent benchmarking of Fireworks shows >250 tokens / second on DeepSeek V3
Model Releases5/28/2025

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

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