BaseRT vs. Falcon-40B Comparison


BaseRT Base Compute	Falcon-40B Technology Innovation Institute (TII)	+	+
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About BaseRT is a high-performance LLM inference runtime for Apple Silicon that lets developers pull models from Hugging Face, chat with them locally, or serve an OpenAI-compatible API from one CLI. Accelerated by hand-written Metal kernels, it is designed to deliver fast prefill and decode performance on M-series Macs, with published benchmarks showing up to 6.4× faster prefill than llama.cpp, 3.9× faster than MLX, and up to 1.33× faster decode. The basert CLI handles model downloading, conversion, interactive chat, serving, completion, benchmarking, inspection, and bundle signing. Its server supports chat, completions, embeddings, transcription, tool calls, continuous batching, paged KV caching, and prefix caching, while supported models can process text, vision, and audio. BaseRT uses its own .base model format with Q2–Q8 affine quantization, optional AWQ calibration, and signed bundles, and can convert GGUF, Hugging Face, and MLX checkpoints.	About Falcon-40B is a 40B parameters causal decoder-only model built by TII and trained on 1,000B tokens of RefinedWeb enhanced with curated corpora. It is made available under the Apache 2.0 license. Why use Falcon-40B? It is the best open-source model currently available. Falcon-40B outperforms LLaMA, StableLM, RedPajama, MPT, etc. See the OpenLLM Leaderboard. It features an architecture optimized for inference, with FlashAttention and multiquery. It is made available under a permissive Apache 2.0 license allowing for commercial use, without any royalties or restrictions. ⚠️ This is a raw, pretrained model, which should be further finetuned for most usecases. If you are looking for a version better suited to taking generic instructions in a chat format, we recommend taking a look at Falcon-40B-Instruct.
Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI infrastructure engineers and developers seeking a fast, private local model inference and an OpenAI-compatible backend for applications and coding agents	Audience Developers interested in a powerful open source LLM
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Open source Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Base Compute Founded: 2026 Australia www.basecompute.co/getbasert	Company Information Technology Innovation Institute (TII) Founded: 2018 United Arab Emirates www.tii.ae/
Alternatives LMCache	Alternatives Alpaca Stanford Center for Research on Foundation Models (CRFM)
Lucebox	Falcon-7B Technology Innovation Institute (TII)
EXAONE Deep LG	Llama 2 Meta
DeepInfer DeepSeek	Falcon Mamba 7B Technology Innovation Institute (TII)
oMLX View All	Falcon 2 Technology Innovation Institute (TII) View All
Categories AI Tools Supported	Categories AI Models Supported Large Language Models Supported Open-Weight AI Models Supported

Integrations C Not Supported C# Not Supported CSS Not Supported Elixir Not Supported F# Not Supported Gemma 3 Supported Gemma 4 Supported HTML Not Supported Hugging Face Supported LM-Kit.NET Not Supported Llama 3.1 Supported Llama 3.2 Supported OpenAI Supported Qwen3 Supported Qwen3.5 Supported Ruby Not Supported Rust Not Supported SQL Not Supported Taylor AI Not Supported TypeScript Not Supported Show More Integrations View All 11 Integrations	Integrations C Supported C# Supported CSS Supported Elixir Supported F# Supported Gemma 3 Not Supported Gemma 4 Not Supported HTML Supported Hugging Face Not Supported LM-Kit.NET Supported Llama 3.1 Not Supported Llama 3.2 Not Supported OpenAI Not Supported Qwen3 Not Supported Qwen3.5 Not Supported Ruby Supported Rust Supported SQL Supported Taylor AI Supported TypeScript Supported Show More Integrations View All 22 Integrations
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