RupakHow to Fine-Tune GPT-2 for a Domain-Specific ChatbotIf you want a chatbot that responds specifically within your domain, you can fine-tune GPT-2 for that purpose which has only 124 million…1d ago
Elahe Aghapour & Salar RahiliinTowards Data ScienceBeyond Fine-Tuning: Merging Specialized LLMs Without the Data BurdenFrom Model Soup to Automated Evolutionary Merging: Leveraging Specialized LLM Fusion to Reduce Data Requirements and Eliminate Intensive…5d ago
Benjamin MarieinTowards Data ScienceMulti-GPU Fine-tuning for Llama 3.1 70B with FSDP and QLoRAWhat you can do with only 2x24 GB GPUs and a lot of CPU RAMAug 81Aug 81
ArshiaaflakiLeveraging Transfer Learning: Fine-Tuning the SWIN Transformer for Breast Tumor DetectionIn the world of machine learning, transfer learning has emerged as a powerful technique that allows us to leverage pre-trained models and…1d ago1d ago
Watson ChuainAI Practice GovTechTraining LLMs to Draft Replies to Parliamentary Questions — Fine-tuning Llama 3 and Gemma 2 with…IntroductionJul 171Jul 171
RupakHow to Fine-Tune GPT-2 for a Domain-Specific ChatbotIf you want a chatbot that responds specifically within your domain, you can fine-tune GPT-2 for that purpose which has only 124 million…1d ago
Elahe Aghapour & Salar RahiliinTowards Data ScienceBeyond Fine-Tuning: Merging Specialized LLMs Without the Data BurdenFrom Model Soup to Automated Evolutionary Merging: Leveraging Specialized LLM Fusion to Reduce Data Requirements and Eliminate Intensive…5d ago
Benjamin MarieinTowards Data ScienceMulti-GPU Fine-tuning for Llama 3.1 70B with FSDP and QLoRAWhat you can do with only 2x24 GB GPUs and a lot of CPU RAMAug 81
ArshiaaflakiLeveraging Transfer Learning: Fine-Tuning the SWIN Transformer for Breast Tumor DetectionIn the world of machine learning, transfer learning has emerged as a powerful technique that allows us to leverage pre-trained models and…1d ago
Watson ChuainAI Practice GovTechTraining LLMs to Draft Replies to Parliamentary Questions — Fine-tuning Llama 3 and Gemma 2 with…IntroductionJul 171
Sascha GstirinPondhouse DataFine-tune OpenAI’s GPT-4o mini LLM AI model for FREE!Learn how to create your custom GPT-4o mini model using OpenAI’s finetuning API — for free!Jul 292
Bhavik JikadaraTransfer Learning: Step-by-Step Implementation using Hugging FaceHow to implement transfer learning with Hugging Face, including steps, Python code, and best practices for efficient model training.1d ago
Aris TsakpinisinTowards Data ScienceA Deep Dive into Fine-TuningStepping out of the “comfort zone” — part 3/3 of a deep-dive into domain adaptation approaches for LLMsJun 3
