README.md

metadata

language:
  - en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - llama
  - trl
  - sft
base_model: unsloth/llama-3-8b-bnb-4bit

This is not an official SOLAR Model from Upstage, it's just my attempt at a recreation of these powerful models using the new Llama-3

Further Testing Coming Soon

Where the SOLAR Model used a mix of these datasets:

• c-s-ale/alpaca-gpt4-data (SFT)
• Open-Orca/OpenOrca (SFT)
• in-house generated data utilizing Metamath [2] (SFT, DPO)
• Intel/orca_dpo_pairs (DPO)
• allenai/ultrafeedback_binarized_cleaned (DPO)

I Used:

• llm-wizard/alpaca-gpt4-data
• Crystalcareai/slimorca-dedup-alpaca-100k
• meta-math/MetaMathQA
• (DPO Datasets Coming Soon)

More Info:

• Developed by: cookinai
• License: apache-2.0
• Finetuned from model : unsloth/llama-3-8b-bnb-4bit

This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.

Special Thanks to Upstage's SOLAR Project for the inspiration behind this model