Falcon3 7B Base Falcon3 family of Open Foundation Models is a set of pretrained and instruct LLMs ranging from 1B to 10B. This repository contains the Falcon3 7B Base . It achieves state of art results (at the time of release) on reasoning, language understanding, instruction following, code and mathematics tasks. Falcon3 7B Base supports 4 languages (english, french, spanish, portuguese) and a context length up to 32K. ⚠️ This is a raw, pretrained model, which should be further finetuned for most usecases. Model Details Architecture transformer based causal decoder only architecture 28 decoder blocks grouped query attention (GQA) for faster inference: 12 query heads and 4 KV heads wider head dimension: 256 high RoPE value to support long context understanding: 1000042 32k context length 131k vocab size Pretrained on 14 Teratokens of datasets comprising of web, code, STEM, high quality and mutlilingual data using 1024 H100 GPU chips Supports EN, FR, ES, PT Developed by Technology Innovation Institute License: TII Falcon LLM License 2.0 Model Release Date: December 2024 Getting started Click to expand Benchmarks We report in the following table our internal pipeline benchmarks. We u…
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