Falcon3 10B Base Falcon3 family of Open Foundation Models is a set of pretrained and instruct LLMs ranging from 1B to 10B parameters. This repository contains the Falcon3 10B Base . It achieves state of the art results (at the time of release) on reasoning, language understanding, instruction following, code and mathematics tasks. Falcon3 10B Base supports 4 languages (English, French, Spanish, Portuguese) and a context length of up to 32K. ⚠️ This is a raw, pretrained model, which should be further finetuned using SFT, RLHF, continued pretraining, etc. for most use cases. Model Details Architecture Transformer based causal decoder only architecture 40 decoder blocks Grouped Query Attention (GQA) for faster inference: 12 query heads and 4 key value heads Wider head dimension: 256 High RoPE value to support long context understanding: 1000042 Uses SwiGLu and RMSNorm 32K context length 131K vocab size Depth up scaled from Falcon3 7B Base with continual pretraining on 2 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.…
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