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Alternatives to scGPT

Meta ESM
Meta ESMOpen-source pretrained language models for protein sequences. Enables protein structure prediction, mutational effect analysis, and generative protein design using transformer-based architectures.
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AI2 (Allen Institute for AI)
AI2 (Allen Institute for AI)Ai2 is a nonprofit AI research institute offering fully open LLMs, multimodal models, and AI platforms for science, environment, and robotics. Explore OLMo, Molmo, Semantic Scholar, and more.
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Orb Materials Model
Orb Materials ModelOrbital Materials provides open-source AI foundation models for materials science and molecular research, including OrbMol and the MofasaDB dataset, hosted on Hugging Face.
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M
MiniGPT-4MiniGPT-4 aligns a visual encoder with the Vicuna LLM to deliver GPT-4-like multimodal capabilities including image description, website generation from sketches, and more.
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MT Bench
MT BenchMT Bench is an open-source multi-turn benchmark for evaluating large language models using GPT-4 as an automated judge. Part of the FastChat ecosystem by lm-sys.
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Medaka
MedakaMedaka is an open-source neural network tool by Oxford Nanopore Technologies for consensus sequence generation and variant calling from nanopore sequencing data.
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Ray AI Framework
Ray AI FrameworkRay is an open source Python-native framework for scaling and orchestrating distributed AI, ML, and GenAI workloads across CPUs and GPUs at any scale.
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OpenSoundscape
OpenSoundscapeOpenSoundscape is a free, open-source Python library for bioacoustic data analysis, featuring CNN training, spectrogram tools, automated sound detection, and acoustic localization.
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Text Generation WebUI
Text Generation WebUIRun large language models locally with Text Generation WebUI — supports text, vision, tool-calling, and fine-tuning. 100% offline, open source, and private.
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TensorFlow Lite
TensorFlow LiteLiteRT (formerly TensorFlow Lite) is Google's open-source framework for deploying ML and GenAI models on Android, iOS, web, desktop, and IoT devices with GPU/NPU acceleration.
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