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Fireworks AI

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Last updated on

Company health

Employee growth
149% increase in the last year
Web traffic
68% increase in the last quarter
Financing
April 2024 - $77M

Ratings

G2
3.0/5
(2)

Fireworks AI description

Fireworks AI is a platform designed to help developers build and deploy AI applications. It offers tools for running, fine-tuning, and deploying large language models. Its technology focuses on increasing efficiency and speed, especially for complex models. Fireworks AI also provides features for creating AI systems that combine various data types, such as text and images, and integrate with other software.


Who is Fireworks AI best for

Fireworks AI is tailored for developers focused on building and deploying AI applications, especially those utilizing large language models. In our experience, it's a strong fit for medium to large enterprises. The platform's capabilities are particularly beneficial for companies in the software, IT, and telecommunications sectors.

  • Great for mid-sized to large companies looking to deploy AI applications and large language models.

  • We find that Fireworks AI particularly shines in the software, IT, and telecommunications industries.


Fireworks AI features

Supported

Fast Inference Engine: Fireworks AI offers the fastest inference for generative AI. They provide an efficient inference engine to build production-ready, compound AI systems.

Supported

Optimized for Speed: The platform is designed for speed, offering 9x faster RAG Fireworks model vs Groq, 6x faster image gen Fireworks SDXL vs other providers on average, and 1000 tokens/sec with Fireworks speculative decoding.

Supported

Optimized for Value: Fireworks AI is optimized for value, providing 40x lower cost for chat Llama3 on Fireworks vs GPT4, 15x higher throughput FireAttention vs vLLM, and 4x lower $/token Mixtral 8x7b on Fireworks on-demand vs vLLM.

Supported

Engineered for Scale: Fireworks AI is engineered for scale, processing over 1T tokens and 1M+ images daily with a 99.9% uptime for 100+ models.

Supported

Fastest Platform for Generative AI: It provides the fastest platform to build and deploy generative AI, featuring blazing fast inference for 100+ models, including Llama3, Mixtral, and Stable Diffusion, optimized for peak latency, throughput, and context length.

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FireAttention and Firectl: Fireworks AI's FireAttention, a custom CUDA kernel, serves models four times faster than vLLM. It also offers fine-tuning with Firectl, a LoRA-based service, twice as cost-efficient as other providers.

Supported

Compound AI Systems: Fireworks AI offers building blocks for compound AI systems, enabling users to handle tasks with multiple models, modalities, and external APIs and data, instead of relying on a single model.

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Production-Grade Infrastructure: Fireworks AI provides production-grade infrastructure that ensures reliability and scalability for generative AI applications.

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Built for Developers: Fireworks AI is built for developers, offering features like serverless deployment with pay-per-token pricing, scaling with no commitments on dedicated, on-demand GPUs, post-paid pricing with free initial credits, the latest GPUs for blazing speeds, and metrics and team collaboration tools.

Supported

Enhanced for Enterprises: Fireworks AI offers enhanced features for enterprises, including dedicated deployments fully optimized to use case, post-paid & bulk use pricing, SOC2 Type II & HIPAA compliance, unlimited rate limits, secure VPC & VPN connectivity, and BYOC for high QoS.

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Built by Meta Experts: Fireworks AI is built by experts from Meta's PyTorch Team, ensuring high-quality development and expertise in the field.

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Transparency and Data Privacy: Fireworks AI prioritizes transparency, full model ownership, and complete data privacy, ensuring they don't store model inputs or outputs.


Fireworks AI alternatives

  • Logo of Cloudflare SSE & SASE Platform
    fireworks-ai vs Cloudflare SSE & SASE Platform
    Secure cloud app access, data loss prevention, and simplified compliance.
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  • Logo of Azure OpenAI Service
    Azure OpenAI Service
    Build cutting-edge AI apps with powerful, secure language models.
    Read more
  • Logo of GPT4
    GPT4
    Advanced text understanding and generation for creative and productive tasks.
    Read more
  • Logo of Griptape
    Griptape
    Build, run, and scale AI apps effortlessly. Connect data, simplify workflows.
    Read more
  • Logo of Nvidia AI Enterprise
    Nvidia AI Enterprise
    End-to-end AI platform to build, deploy, and scale AI solutions.
    Read more
  • Logo of Vercel AI SDK
    Vercel AI SDK
    Build AI-powered web apps easily with serverless functions.
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Fireworks AI FAQ

  • What is Fireworks AI and what does Fireworks AI do?

    Fireworks AI helps developers build and deploy AI applications faster. We find that it offers tools to run, fine-tune, and deploy large language models, focusing on speed and efficiency, even with complex models and various data types.

  • How does Fireworks AI integrate with other tools?

    Fireworks AI enables building compound AI systems, allowing you to incorporate multiple models, data modalities, external APIs, and diverse data sources within your application. This approach moves beyond single-model limitations, offering more complex and versatile AI solutions.

  • What the main competitors of Fireworks AI?

    We find that Fireworks AI shares the AI development platform space with several competitors. Alternatives like Composable, Arcee.ai, and Simplismart also offer tools to build and deploy AI models. For AI observability and governance, WhyLabs and ModelOp are strong competitors. Cloudflare, with its SSE & SASE platform, focuses on the secure access and management of cloud applications.

  • Is Fireworks AI legit?

    Based on positive website traffic and employee growth, Fireworks AI appears to be a legitimate platform. However, with limited reviews available, further investigation is recommended to determine if it's the right fit for you.

  • How much does Fireworks AI cost?

    I am sorry, but we don't have pricing information for Fireworks AI at this time. We recommend checking their website or contacting their sales team for the latest pricing details.

  • Is Fireworks AI customer service good?

    There are no customer service reviews available for Fireworks AI yet. Therefore, we can't comment on their customer service quality at this time.


Reviewed by

MK
Michal Kaczor
CEO at Gralio

Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.

TT
Tymon Terlikiewicz
CTO at Gralio

Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.