Ad
related to: falcon llmStart Something New, Complete Your Degree, Or Advance Your Career With A Graduate Degree. Online Degrees Offered For Adult Students In Every Stage Of Life. See Our Programs.
Search results
Falcon LLM is a web page that explains the terms and conditions for using Falcon 180B, a large-scale language model developed by TII. It answers common questions about integrating, hosting, and charging for Falcon 180B in different scenarios.
- Falcon Home
Falcon. Falcon LLM is a generative large language model...
- Our Research
Generative AI models are enabling us to create innovative...
- FAQs
The license allows companies and developers to use Falcon...
- Falcon Llm
Falcon LLM is a generative large language model (LLM) that...
- Acceptable Use Policy
Generative AI models are enabling us to create innovative...
- Falcon Home
Sep 6, 2023 · Falcon 180B is the largest openly available language model, with 180 billion parameters, trained on 3.5 trillion tokens using RefinedWeb dataset. It achieves state-of-the-art results across natural language tasks and is available on Hugging Face Hub and Transformers.
- Model Details
- Uses
- Bias, Risks, and Limitations
- Training Details
- Technical Specifications
- Citation
- GeneratedCaptionsTabForHeroSec
Model Description
1. Developed by: https://www.tii.ae; 2. Model type:Causal decoder-only; 3. Language(s) (NLP):English, German, Spanish, French (and limited capabilities in Italian, Portuguese, Polish, Dutch, Romanian, Czech, Swedish); 4. License:Apache 2.0 license.
Model Source
1. Paper: coming soon.
Direct Use
Research on large language models; as a foundation for further specialization and finetuning for specific usecases (e.g., summarization, text generation, chatbot, etc.)
Out-of-Scope Use
Production use without adequate assessment of risks and mitigation; any use cases which may be considered irresponsible or harmful.
Falcon-40B is trained mostly on English, German, Spanish, French, with limited capabilities also in in Italian, Portuguese, Polish, Dutch, Romanian, Czech, Swedish. It will not generalize appropriately to other languages. Furthermore, as it is trained on a large-scale corpora representative of the web, it will carry the stereotypes and biases commo...
Training Data
Falcon-40B was trained on 1,000B tokens of RefinedWeb, a high-quality filtered and deduplicated web dataset which we enhanced with curated corpora. Significant components from our curated copora were inspired by The Pile (Gao et al., 2020). RefinedWeb-Europe is made of the following languages: The data was tokenized with the Falcon-7B/40Btokenizer.
Training Procedure
Falcon-40B was trained on 384 A100 40GB GPUs, using a 3D parallelism strategy (TP=8, PP=4, DP=12) combined with ZeRO.
Model Architecture and Objective
Falcon-40B is a causal decoder-only model trained on a causal language modeling task (i.e., predict the next token). The architecture is broadly adapted from the GPT-3 paper (Brown et al., 2020), with the following differences: 1. Positionnal embeddings: rotary (Su et al., 2021); 2. Attention: multiquery (Shazeer et al., 2019) and FlashAttention (Dao et al., 2022); 3. Decoder-block:parallel attention/MLP with a two layer norms. For multiquery, we are using an internal variant which uses indep...
Paper coming soon😊. In the meanwhile, you can use the following information to cite: To learn more about the pretraining dataset, see the 📓 RefinedWeb paper.
Falcon-40B is a text generation model trained on 1,000B tokens of RefinedWeb and curated corpora in four languages. It is available under Apache 2.0 license and can be used for inference, finetuning, and research.
Mar 15, 2023 · AI and Digital Science Research Center’s (AIDRC) AI Cross-Center Unit, the team behind building Noor the world’s largest Arabic language model, builds Falcon LLM, the 40B model which outperforms GPT3. Falcon LLM 40B model is trained on one trillion tokens.
Jun 5, 2023 · Falcon is a family of state-of-the-art language models created by TII in Abu Dhabi, with 7B and 40B parameters. Learn how to use them for inference, evaluation, fine-tuning, and more with Hugging Face tools.
People also ask
What is Falcon LLM?
How many tokens does Falcon LLM 40B use?
What is Falcon & how does it work?
Which LLM model is best?
Mar 15, 2023 · Falcon Foundation is a UAE-based initiative that develops and releases large language models (LLMs) for research and commercial use. Learn about Falcon 180B, 40B, 7.5B, 1.3B and REFINEDWEB, and access them for free.
May 25, 2023 · Falcon, a foundational large language model (LLM) with 40 billion parameters, trained on one trillion tokens, grants unprecedented access to researchers and small and medium-sized...
Ad
related to: falcon llmStart Something New, Complete Your Degree, Or Advance Your Career With A Graduate Degree. Online Degrees Offered For Adult Students In Every Stage Of Life. See Our Programs.
