Cobus GreylingPhi-3 Is A Small Language Model Which Can Run On Your PhonePhi-3 is a family of small language models with short & long context lengths.6 min read·1 day ago----
Cobus GreylingLangGraph From LangChain Explained In Simple TermsLangGraph is a method for creating state machines for conversational flow by defining them as graphs & it’s easier to understand than you…10 min read·3 days ago----
Cobus GreylingDR-RAG: Applying Dynamic Document Relevance To Question-Answering RAGDR-RAG is a two-stage retrieval process which is focussed on calling the LLM only once by performing a multi-hop process on QA datasets…5 min read·6 days ago----
Cobus GreylingCreating A Benchmark Taxonomy For Prompt EngineeringBenchmarking prompts presents challenges due to differences in their usage, level of detail, style, and purpose. A recent study tackled…5 min read·Jun 13, 2024----
Cobus GreylingLanguage Agent Tree Search — LATSThe LATS framework is a first of its kind general framework that synergises the capabilities of LMs in reasoning, acting, and planning. It…6 min read·Jun 12, 2024--2--2
Cobus GreylingTree Of Thoughts Prompting (ToT)Prompting techniques are continuously evolving & this evolution demands supporting structures to put more complex prompts to work. This…6 min read·Jun 11, 2024--1--1
Cobus GreylingUsing Fine-Tuning To Imbed Hidden Messages In Language ModelsThis text is revealed only when triggered by a specific query to the Language Model.4 min read·Jun 10, 2024--2--2
Cobus GreylingImplementing Chain-of-Thought Principles in Fine-Tuning Data for RAG SystemsKnowledge-oriented question answering is now a crucial aspect of enterprise knowledge management, aiming to provide accurate responses to…4 min read·Jun 7, 2024----
Cobus GreylingAssertions Are Like Guardrails for LLM AppsDSPy Assertions are a different approach to guardrails, which asserts computational constraints on foundation models.5 min read·Jun 3, 2024----
Cobus GreylingRAGTruthIn essence, RAGTruth is a large-scale corpus of naturally generated hallucinations, featuring detailed word-level annotations specifically…6 min read·May 31, 2024----