PinnedPublished inTowards AIBuild And Train GPT From ScratchFrom Zero to GPT: Understanding the Core Components of GPTNov 26, 2024Nov 26, 2024
PinnedAdvance RAG- Improve RAG performanceUltimate guide to optimise RAG pipeline from zero to advance- Solving the core challenges of Retrieval-Augmented GenerationFeb 26, 20249Feb 26, 20249
PinnedPublished inTowards AIA Complete Guide to RAG and LlamaIndexA comprehensive guide to Retrieval-Augmented Generation (RAG) with LlamaIndex ImplementationJan 3, 20242Jan 3, 20242
PinnedBenchmarking LLMs: How to Evaluate Language Model PerformanceUltimate guide to evaluating LLMs- Covers Key Benchmarks and why specific Benchmarks should be prioritised for different tasksNov 1, 20233Nov 1, 20233
PinnedTransformer — Attention Is All You Need Easily Explained With IllustrationsThe transformer is explained in the paper Attention is All You Need by Google Brain in 2017. This paper came with evolution in the field…Sep 17, 20212Sep 17, 20212
Published inAI ScienceSpeculative Decoding — Make LLM Inference FasterImprove LLM inference speed by 2–3X without degrading any accuracyApr 8, 20242Apr 8, 20242
Published inTowards AILLM Quantisation: Quantise Hugging face Model with GPTQ, AWQ and BitsandbytesUltimate guide to Quantizing LLM — How to Quantize a model with AWQ, GPTQ and Bitsandbytes, push a quantized model on the 🤗 Hub, load an…Mar 18, 2024Mar 18, 2024
Mistral 7B: Open source ModelMistral-7B is a SOTA language model with a whopping 7.3 billion parameters outperforms llama2–13b on every metric. It represents a…Sep 29, 2023Sep 29, 2023
Published inTowards AIWizardCoder: Why It’s the Best Coding Model Out ThereIn this blog, we will dive into what WizardCoder is and why it stands out as the best coding model in the field. We’ll also explore why its…Sep 27, 20231Sep 27, 20231
Guide Of All Open Sourced Large Language Models(LLMs)A Comprehensive Guide to all Open Source Foundational Large Language Models (LLMs) and Their ComparisonsAug 23, 2023Aug 23, 2023
