finetune llm - MonsterAPI Blog

finetune llm

A collection of 3 posts

Finetuning Llama-3 with MonsterGPT

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Finetuning Llama-3 with MonsterGPT

Llama-3 currently holds the top position among open-source large language models (LLMs). On the Chatbot Arena Leaderboard, it leads the open-source category by a significant margin, with no comparable rivals. The performance gap between Llama-3 and GPT-4 is surprisingly narrow, and with its next release Llama-3 400B it is expected

How to Choose the Right GPU for Finetuning LLMs?

How to Choose the Right GPU for Finetuning LLMs?

When fine-tuning Large Language Models (LLMs), selecting the right Graphics Processing Unit (GPU) is crucial. The ideal GPU can make or break the performance of your LLM fine-tuning tasks. Not only does it impact the performance you’ll get, but it will also decide how much you’ll be spending

Gemma-2B LLM fine tuned on MonsterAPI outperforms LLaMA 13B on Maths reasoning

Gemma-2B LLM fine tuned on MonsterAPI outperforms LLaMA 13B on Maths reasoning

In this case study, we explore how a smaller, fine-tuned model like Gemma-2B can perform better than larger models while being far more efficient and fast. Using MonsterAPI's No-Code LLM fine-tuner - MonsterTuner, we finetuned Gemma-2B specifically for mathematical reasoning tasks, and we achieved a 68% performance boost