metadata

language:
  - en
license: llama3.2
library_name: transformers
base_model:
  - meta-llama/Llama-3.2-1B-Instruct
  - Llama-3.2-SUN-2.5B-chat
datasets:
  - argilla/OpenHermesPreferences
  - argilla/magpie-ultra-v0.1
  - argilla/Capybara-Preferences-Filtered
  - mlabonne/open-perfectblend
  - HuggingFaceTB/everyday-conversations-llama3.1-2k
  - WizardLMTeam/WizardLM_evol_instruct_V2_196k
  - ProlificAI/social-reasoning-rlhf
pipeline_tag: text-generation

MedIT SUN 1B

Base Model

Llama 3.2 1B -> MedIT SUN 2.5B -> MedIT SUN 1B

Mesh Size

1B to 2.5B parameters MedIT SUN 2.5B -> layers mesh using MedIT-mesh technique and downscaled to 1B

Extension Method

Proprietary technique developed by MedIT Solutions

Fine-tuning

Open (or open subsets allowing for commercial use) open datasets from HF
Open (or open subsets allowing for commercial use) SFT datasets from HF

Training Status

Current version: chat-1.0.0

Key Features

Built on Llama 3.2 architecture
Upscaled from 1B to 2.47B parameters
Optimized for open-ended conversations
Incorporates supervised fine-tuning for improved performance
Layers meshing using the MedIT-mesh technique
Downscaled to 1B

Use Case

General conversation and task-oriented interactions

Limitations As the model is still in training, performance and capabilities may vary. Users should be aware that the model is not in its final form and may exhibit inconsistencies or limitations typical of in-progress AI models.

Disclaimer and Safety Considerations The Model is designed to be used as a smart assistant but not as a knowledge source within your applications, systems, or environments. It is not intended to provide 100% accurate answers, especially in scenarios where high precision and accuracy are