Falcon Mamba

The first 7B large-scale model that operates without an attention mechanism.

CommonProductProgrammingLarge ModelsNo Attention

Falcon Mamba is the first 7B large-scale model released by the Technology Innovation Institute (TII) in Abu Dhabi that does not use attention mechanisms. This model is free from the computational and storage costs that increase with longer sequences, while still maintaining performance on par with current state-of-the-art models.

Handles sequences of arbitrary lengths without the need for attention mechanisms.
Operates on a single 24GB GPU without requiring additional storage.
The time taken to generate new tokens is independent of the context size.
Trained on approximately 5500GT of data
including refined web data and high-quality technical data.
Excels in multiple benchmark tests
competing with existing state-of-the-art models.
Supports APIs within the Hugging Face ecosystem for easy integration and use.

\The Falcon Mamba model is designed for researchers and developers who need to handle large-scale language models
especially in scenarios involving extensive data processing and long sequences. Its strength lies in its ability to deliver performance comparable to existing top models while overcoming the limitations of traditional attention-based models when dealing with large sequences.\

Researchers use Falcon Mamba for natural language processing tasks such as text generation and summarization.
Developers leverage this model to generate coherent and contextually relevant responses in conversational systems.
Companies utilize Falcon Mamba to enhance the accuracy of understanding and answering questions in knowledge-based systems.

1. Install the latest version of the Hugging Face transformers library or install from source.
2. Import AutoModelForCausalLM and AutoTokenizer.
3. Retrieve the Falcon Mamba model using the model_id.
4. Convert the input text into a format acceptable to the model using the tokenizer.
5. Set generation parameters

Visit

Falcon Mamba Visit Over Time

Monthly Visits

19075321

Bounce Rate

45.07%

Page per Visit

5.5

Visit Duration

00:05:32

Falcon Mamba Visit Trend

Falcon Mamba Visit Geography

Falcon Mamba Traffic Sources

Falcon Mamba Alternatives

Qwen2.5 Coder Artifacts — A collection of programming tools provided by Qwen on Hugging Face.

Programming•Machine Learning•Programming Assistance

LLaMA-O1 — A large inference model framework that supports PyTorch and Hugging Face.

Programming•Large Inference Models•Monte Carlo Tree Search

MobileLLM-350M — An efficiently optimized language model with sub-billion parameters, specifically designed for device-side applications.

Programming•Language Model•Transformer

MacBook Pro — The latest MacBook Pro is powered by the M4 chip family and Apple Intelligence.

Productivity•M4 Chip•Apple Intelligence

Aya Expanse — Developed by CohereForAI in the Hugging Face Space.

Programming•Natural Language Processing•Machine Learning

MaskGCT TTS Demo — Text-to-speech demonstration based on the MaskGCT model.

Others•Text-to-Speech•Deep Learning

492

Snapdragon 8 Elite Mobile Platform — Qualcomm Snapdragon 8 Elite Mobile Platform, Leading the Pinnacle of Mobile Innovation

Productivity•Qualcomm•Snapdragon

BabyAlpha Chat — A futuristic robot that's easy to use and incredibly fun.

Entertainment•robotics•artificial intelligence

Ministral-8B-Instruct-2410 — A high-performance language model that supports local intelligence and on-device computation.

Programming•Large Language Model•Local Intelligence

iPad mini — Powerful new iPad mini, designed for Apple Intelligence.

Others•A17 Pro chip•Apple Pencil Pro

Piao Computing Cloud Large Model API — Rapid AIGC Application Construction Platform

Productivity•API•Large Models

Intel Core Ultra Desktop Processors — The first AI PC: Intel® Core™ Ultra Desktop Processor

Others•Desktop•Processors

Ryzen™ AI PRO 300 Series Processors — The third-generation commercial AI mobile processor delivers unprecedented AI computing power and multi-day battery life for business users.

Others•Commercial Processor•Enterprise-Level

MediaTek Dimensity 9400 — Next-generation flagship smartphone chip

Others•5G•High Performance

Inflection AI for Enterprise — Enterprise-level AI systems with customized intelligent solutions.

InternationalSelection•Enterprise Solutions•Customization

Reverb — Open-source inference code for speech recognition and speaker segmentation models.

Programming•Speech Recognition•Speaker Segmentation

210

gradio-bot — Transform Hugging Face Spaces or Gradio applications into Discord bots.

Programming•Discord•Bot

Yanchip Intelligence — Domestic large model supporting multimodal capabilities for quick and cost-effective digital transformation.

ChineseSelection•Artificial Intelligence•Large Models

294

Flux.1-dev Controlnet Upscaler — An image upscaling model based on Hugging Face.

Image•Image Upscaling•Deep Learning

144

SiFive Intelligence XM Series — High-performance AI computing engine that integrates multiple computing units and offers high memory bandwidth.

Others•AI Computing•Memory Bandwidth

Zhipu AI Large Model Open Platform — Integrate large models with just a few lines of code.

ChineseSelection•AI Models•Large Models

144

Xihu Xincheng — Multi-modal large model empowering enterprises' intelligent transformation.

ChineseSelection•Large Models•Enterprise Services

RWKV v6 Finch 14B — RWKV v6 Finch 14B is an open-source large model that efficiently processes long texts.

Productivity•Artificial Intelligence•Natural Language Processing

216

Wenwen Xinqun — Enterprise-level AI service platform providing development and deployment for large model applications.

ChineseSelection•AI Development•Large Models

138

GLM-4-Plus — A globally leading model for language understanding and long-text processing.

Productivity•Artificial Intelligence•Large Models

204

Yuan2.0-M32-hf-int8 — High-Performance Mixture of Experts Language Model

Programming•Mixture of Experts Model•Attention Router

144

Jamba 1.5 Open Model Family — High-performance AI model for long text processing

InternationalSelection•AI models•Long text processing

144

Baidu GBI — Conversational full-chain data analysis assistant

Productivity•Data Analysis•Business Intelligence

204

Mystic Turbo Registry — A high-performance AI model loader that significantly reduces cold start times.

Productivity•AI Models•Container Optimization

Best AI Websites & Tools