Pre-trained and fine-tuned models for computer vision, natural language processing, and medical AI.
Model Card for Neuropathology Vision Transformer: NP-GIANT This model is a Vision Transformer adapted for neuropathology tasks, developed using data from the University of Kentucky. It leverages principles from self-supervised…
Model Card for Finetuned-DINOv2-Chest-CT This repository hosts the backbone weights for a foundational Vision Transformer (ViT-Large with Registers) fine-tuned on Chest CT scans using the self-supervised DINOv2 algorithm (incorporating iBOT…
Variants: Kentucky-Open-Science/KOS-V4-Instruct, Kentucky-Open-Science/KOS-V4-Instruct-GGUF (GGUF), Kentucky-Open-Science/KOS-V4-Base license: cc-by-nc-sa-4.0 library_name: transformers pipeline_tag: text-generation language: en tags: clinical medical instruction-following tool-calling function-calling KOS-V4 from-scratch <div align="center"> <img src="scratch_llm.png" alt="Scratch LLM" width="400"/> </div> Code…
Model Card for Neuropathology Vision Transformer: NP-TEST-0 This model is a Vision Transformer adapted for neuropathology tasks, developed using data from the University of Kentucky. It leverages principles from self-supervised…
Model Card for MAD-NP: Magnification-Aware Distillation for Neuropathology This model is a Vision Transformer adapted for neuropathology tasks, developed using data from the University of Kentucky. It leverages principles from…
Model Card MELT-TinyLlama-1.1B-Chat-v1.0 The MELT-TinyLlama-1.1B-Chat-v1.0 Large Language Model (LLM) is a pretrained generative text model pre-trained and fine-tuned on using publically avalable medical data. MELT-TinyLlama-1.1B-Chat-v1.0 demonstrates a 13.76% improvement over…
Model Card MELT-Mixtral-8x7B-Instruct-v0.1 The MELT-Mixtral-8x7B-Instruct-v0.1 Large Language Model (LLM) is a pretrained generative text model pre-trained and fine-tuned on using publically avalable medical data. MELT-Mixtral-8x7B-Instruct-v0.1 is 68.2% accurate across 3…
Model Card MELT-llama-2-7b-chat-v0.1 The MELT-llama-2-7b-chat-v0.1 Large Language Model (LLM) is a pretrained generative text model pre-trained and fine-tuned on using publically avalable medical data. MELT-llama-2-7b-chat-v0.1 demonstrates a 31.4% improvement over…