Llama3-Prime
This Llama 3 8B model is a merge of other pretrained Llama 3 language models that were optimized for user preference. As a result, this merged model should be strong at providing relevant answers to user queries. Here, usability is more important than beating benchmarks.
- Input: text only
- Output: text only
- Prompt format: Llama 3
- Language: English
This model was created by merging multiple models with equal weights through the use of MergeKit's model_stock method.
Base Model: Daredevil-8B
Models Used:
- Llama-3-Instruct-8B-SimPO-ExPO
- Llama-3-8B-Magpie-Pro-SFT-v0.1
- SELM-Llama-3-8B-Instruct-iter-3
- LLaMA3-iterative-DPO-final-ExPO
- Llama-3-Instruct-8B-SPPO-Iter3
- MAmmoTH2-8B-Plus
- Bagel-8b-v1.0
Training Details:
The merged model was trained using LLaMA Factory on the alpaca_en_demo dataset to ensure the model can respond in the Llama 3 Instruct format. The training parameters included a rank of 1, an alpha value of 1, and a 0.3 dropout rate. In other words, very weak training to prevent interfering with the merged model's capabilities.
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