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External Tag: fine tuning

Fine-Tuning and RAG: Which One Is Better?

External Tags Advanced, Applications, fine tuning, Fine-Tuning and RAG, Fine-tuning and RAG for LLMs, LLM, LLMs, RAG

Finetuning Llama 3 with Odds Ratio Preference Optimization

External Tags Advanced, blogathon, dataset, fine tuning, generative-ai, Guide, HuggingFace, Kaggle, language models, large-language-models, LLM, LLMs, Models, optimization, pytorch, Supervised, time, Training, Unsupervised

Fine-tune Llama 3 using Direct Preference Optimization

External Tags Advanced, blogathon, dataset, fine tuning, generative-ai, Guide, language-model, large-language-models, Llama 3, llama3, LLMs, Models, probability, python, reinforcement-learning, RHLF, SQL, tools, Training

Fine-tuning Google Gemma with Unsloth

External Tags Beginner, blogathon, dataset, fine tuning, generative-ai, google, Guide, language-model, large-language-models, LLMs, Models, Natural Language, nlp, python, Training

PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

External Tags Features, fine tuning, large-language-models, Libraries, library, LLM fine tuning, LLMs, Models, News, python, pytorch, Training

Enhancing RAG with Retrieval Augmented Fine-tuning

External Tags artificial-intelligence, dataset, fine tuning, generative-ai, Intermediate, large language model, large language model fine tuning, large-language-models, LLM, LLMs, Models, Retrieval augmented generation, Training

How to Generate Instruction Datasets from Any Documents for LLM Fine-Tuning

External Tags artificial-intelligence, data-science, fine tuning, large-language-models, machine-learning

Training CausalLM Models Part 1: What Actually Is CausalLM?

External Tags fine tuning, hugging face, large-language-models, machine-learning, nlp

Fine-tuning A Tiny-Llama Model with Unsloth

External Tags Advanced, blogathon, dataset, fine tuning, large-language-models, LLMs, Models, TinyLlama, Unsloth

Evaluating Fine-Tuned LLMs with WeightWatcher Part II: PEFT / LoRa Models

External Tags deep learning, Fine Tune, fine tuning, LLM, LoRA, peft, Uncategorized