The Technology Innovation Institute (TII) introduces Falcon, a groundbreaking family of language models
Falcon-40B: A Truly Open Model with Comparable Capabilities
Falcon-40B is the first “truly open” model with capabilities on par with proprietary alternatives. This offers numerous opportunities for practitioners, enthusiasts, and industries.
Falcon2-11B: A Causal Decoder-Only Model with Extensive Training
Falcon2-11B, boasting 11 billion parameters, is meticulously trained on a vast corpus exceeding 5 trillion tokens. It is accessible under the TII Falcon License 2.0, promoting responsible utilization of AI technologies.
Distinct Features of Falcon2-11B
This model, based on the GPT-3 architecture, incorporates unique features like rotary positional embeddings, multiquery attention, and FlashAttention-2, setting it apart from the original GPT-3 model.
Practical Applications and Considerations
The Falcon family includes Falcon-40B and Falcon-7B, excelling in various tasks and offering accessible inference and fine-tuning options. However, responsible usage and careful consideration of biases and risks are crucial for their ethical deployment.
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