Comparison of different PEFT techniques of NeuralMonarch.
Zain ul Abideen
abideen
AI & ML interests
Large language models
Organizations
⚡️ Gemma-Openhermes
DPO'd version of Gemma-2b and Gemma-7b
🛸 Mixture of Experts
Models and Code of different MoE merges.
🏛️ Quantized Models
💥 Laser vs DoRA vs Daser vs LoRA
Comparison of different PEFT techniques of NeuralMonarch.
🎭 Coding Models
Fine-tunes/Merges of Coding Models.
⚡️ Gemma-Openhermes
DPO'd version of Gemma-2b and Gemma-7b
💻 Merges
Playing around with different LLM Merges (Slerp, Linear, Ties, Dare, Task Arithmetic).
🛸 Mixture of Experts
Models and Code of different MoE merges.
🤖 TinyLlama Alignment
TinyLlama-1.1B model aligned on Intel's Orca dataset. Comparison of DPO/IPO/KTO.
🏛️ Quantized Models