Our take on Falcon LLM
Falcon LLM is a strong open-weight model family with permissive commercial licensing, efficient architectures (including the Mamba SSM variant), and competitive benchmarks at sub-10B scale.
Good for
- Teams needing open-weight models for on-prem or edge deployment
- Developers building cost-efficient apps on limited compute (runs on laptops)
- Projects requiring Arabic language support (Falcon Arabic models)
Consider first
- Teams wanting a managed API with zero infrastructure setup
- Production workloads requiring the largest-scale models (180B requires separate license for hosting)
- Projects needing fully OSI-compliant licensing (Falcon License is custom Apache-based)
Strengths
- Permissive commercial license with no monthly-active-user threshold
- Competitive benchmarks at sub-10B scale (Falcon3-10B leads under-13B category on HF Leaderboard)
- Runs efficiently on lightweight infrastructure including laptops
- Mamba variant provides constant memory and throughput for ultra-long sequences
Trade-offs
- No turnkey hosted API; teams must manage their own inference infrastructure
- Custom license adds legal review overhead compared to pure Apache 2.0 or MIT
- Multimodal features lag behind competitors in language coverage (English only for non-text modalities)
- Smaller community and ecosystem tooling compared to larger open-weight model families
Details
Frequently asked questions
What does Falcon LLM do?
Falcon LLM is an open-source 180B parameter model by TII (UAE) under Apache 2.0. Free to self-host. Best for researchers needing powerful open LLMs.
Is Falcon LLM free?
Yes, Falcon LLM offers a free tier.
What category is Falcon LLM?
Falcon LLM is an AI tool in the Text category.
Can I use Falcon LLM commercially?
Yes. Falcon LLM License 2.0 grants commercial use, modification, and redistribution rights. Attribution to TII is required, and an acceptable use policy applies. No monthly-active-user fee.
Is there a hosted API available?
TII does not offer a official hosted API. Model weights are self-hosted or accessed through third-party inference providers and cloud platforms.
Which Falcon model should I start with?
Falcon3-7B-Instruct or Falcon3-10B-Instruct for general text tasks. Falcon Mamba 7B for long-context generation with constant memory. Falcon3-1B-Instruct or Falcon3-3B-Instruct for edge deployment.
Does Falcon support multimodal input?
Yes. Falcon 3 Vision, Video, and Audio models process images, video, and audio respectively, with text output. These multimodal capabilities currently support English only.
How does Falcon compare on benchmarks?
Falcon3-10B leads the under-13B parameter category on the Open LLM Leaderboard. Falcon Mamba 7B is the top-performing pure SSM model. Both outperform similarly-sized competitors on math, code, and reasoning tasks.