Falcon LLM

What is Falcon LLM?

Falcon LLM is a generative large language model (LLM) developed by the Technology Innovation Institute (TII) in Abu Dhabi, UAE, designed to advance applications and use cases to future-proof the world. It is an open-source, multilingual, and multimodal AI suite offering multiple model sizes including Falcon 180B (180 billion parameters), Falcon 40B (40 billion parameters), Falcon 3, Falcon 2 11B, Falcon Mamba 7B, Falcon-H1, Falcon-H1-Arabic, Falcon-H1R 7B, Falcon-E (Edge), Falcon 7.5B, and Falcon 1.3B. The models support text generation, translation, summarization, sentiment analysis, named-entity recognition, question answering, reasoning, coding, vision-to-language capabilities, and more.

Key features include open-source availability with royalty-free licenses (Apache 2.0 for Falcon 40B, royalty-free Apache 2.0-based license for Falcon 180B), multilingual support across English, German, Spanish, French, Italian, Portuguese, Polish, Dutch, Romanian, Czech, Swedish, and Arabic (including dialects), multimodal capabilities enabling vision-to-language processing and video/audio data handling in Falcon 3, hybrid Transformer-Mamba architecture in Falcon-H1 for improved efficiency, State Space Language Model (SSLM) architecture in Falcon Mamba 7B with low memory costs, and the high-quality REFINEDWEB dataset for training. Falcon 180B tops the Hugging Face Leaderboard for pre-trained open LLMs and outperforms competitors like Meta's LLaMA 2 in reasoning, coding, and knowledge tests.

Falcon LLM is designed for AI researchers, developers, data scientists, enterprises, and businesses seeking scalable NLP solutions. It serves use cases including chatbot and virtual assistant development, social media monitoring for sentiment analysis, information extraction, healthcare research, finance research, content creation, global business solutions, and applications in resource-limited settings. The model is available for both research and commercial use, encouraging community collaboration and innovation through its open-source movement.

Falcon LLM pricing

Pricing model: Freemium

Falcon LLM is completely free to download, use, and integrate into applications and end user products. Falcon 40B is offered under the permissive Apache 2.0 software license royalty-free. Falcon 180B is accessible through a royalty-free license based on Apache 2.0, free of charge for research and commercial use. The license allows companies and developers to integrate Falcon into applications, build and monetize new applications, and use it within internal tools. Hosting providers wishing to provide shared instances as managed service for inference or fine-tuning are not covered and must enter a separate license arrangement with TII. Falcon 3, Falcon 2, and Falcon Mamba 7B downloads are subject to Terms & Conditions and Acceptable Use Policy.

Falcon LLM pros

• Open-source with royalty-free Apache 2.0 license for commercial use
• Top-ranked on Hugging Face Leaderboard for pre-trained open LLMs
• Multilingual support including English, Arabic dialects, and 10+ European languages
• Multimodal capabilities with vision-to-language in Falcon 2 and Falcon 3
• Falcon 180B has 180 billion parameters trained on 3.5 trillion tokens
• Falcon Mamba 7B is #1 globally performing open-source SSLM
• Hybrid Transformer-Mamba architecture in Falcon-H1 for efficiency
• Low memory cost for State Space Language Models
• Runs on light infrastructure including laptops without performance loss
• Outperforms Meta's LLaMA 2, Llama 3 8B, and Mistral 7B on benchmarks
• Video and audio data processing support in Falcon 3
• High-quality REFINEDWEB dataset with extensive filtering and deduplication
• Advanced reasoning capabilities in mathematics, coding, and logic for Falcon H1R 7B
• Falcon-E runs efficiently on CPUs without requiring GPUs
• Available for both research and commercial applications
• Custom data pipeline with nearly five trillion tokens for Falcon 40B
• Uses only 75% of GPT-3's training compute for Falcon 40B
• Specialized Arabic model Falcon-H1-Arabic for Modern Standard Arabic and dialects

Falcon LLM cons

• Requires robust computational setup including GPUs for optimal performance
• Hosting providers need separate license arrangement for shared API instances
• Download subject to Terms & Conditions and Acceptable Use Policy
• Restrictions on illegal or harmful use in license
• Large models like 180B require significant memory and compute resources
• Hosted access for providers requires additional consent from TII
• Monetizing direct access to shared instances requires specific license
• May require technical expertise for fine-tuning and integration

Frequently asked questions about Falcon LLM

Categories

• LLMs & Foundation Models

Use cases

• Translate Text
• Lead Generation