SmartMaid-123b-GGUF

Update: After further testing, this has turned out exactly like I wanted, and is one of my favorite models! It remains coherent at higher contexts and doesn't suffer the repetition issues I was having with Lumimaid.

GGUF Quants of gghfez/SmartMaid-123b

SmartMaid-123b

This experimental model is a hybrid creation combining aspects of Mistral-Large-Instruct-2407 and Lumimaid-v0.2-123B using LoRA (Low-Rank Adaptation) on the mlp.down_proj module.

Model Details

• Base Model: Mistral-Large-Instruct-2407
• Influence Model: Lumimaid-v0.2-123B
• Method: LoRA extraction from Lumimaid and targetted application to Mistral-Large
• LoRA Configuration:
  • Rank: 32
  • Alpha: 64
  • Target Module: mlp.down_proj

Process

1. A LoRA was extracted from Lumimaid-v0.2-123B
2. This LoRA was then applied to a fresh instance of Mistral-Large-Instruct-2407 targetting only the mlp.down_proj modules.
3. The resulting model was merged to create this standalone version.

Purpose

The aim of this model is to incorporate the enhanced prose qualities of Lumimaid-v0.2-123B while retaining the core intelligence and capabilities of Mistral-Large. By applying the LoRA to the mlp.down_proj module, we sought to influence the model's language generation style without significantly altering its underlying knowledge and reasoning abilities.

Prompt Template

<s>[INST] {input} [/INST] {output}</s>