Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots
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The Large Language Model Landscape — Version 5
In the recent past I have been observing and describing current LLM-related technologies and trends.
8 hrs ago
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The Large Language Model Landscape — Version 5
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LLMs Excel At In-Context Learning (ICL), But What About Long In-context Learning?
This study was inspired by the Lost in the Middle phenomenon which surfaced in 2023.
Apr 24
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LLMs Excel At In-Context Learning (ICL), But What About Long In-context Learning?
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Using LLMs For Autonomous Vehicles
LC-LLM is an explainable lane change prediction model that leverages the strong reasoning capabilities of LLMs.
Apr 23
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Using LLMs For Autonomous Vehicles
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Matching Retrieved Context With Question Context Using LogProbs With OpenAI for RAG
To minimise hallucinations and enhance the efficiency of RAG-powered Question Answering systems, with OpenAI log probabilities can be used to assess the…
Apr 22
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Matching Retrieved Context With Question Context Using LogProbs With OpenAI for RAG
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Rapid Development Of Intelligent Generative AI APIs
There are instances where merely exposing an API to an LLM does not suffice, and some intelligence needs to be added to the API.
Apr 19
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Rapid Development Of Intelligent Generative AI APIs
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RAG, Hallucination & Structure: Research By ServiceNow
Amongst Catastrophic Forgetting & Model Drift, Hallucination still remains a challenge.
Apr 18
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RAG, Hallucination & Structure: Research By ServiceNow
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Data Design For Fine-Tuning To Improve Small Language Model Behaviour
Teaching Small Language Models to Self-Correct & Reason by using creative data formats for fine-tuning data. Via Prompt Erasure & Partial Answer…
Apr 17
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Data Design For Fine-Tuning To Improve Small Language Model Behaviour
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No-Code Deployment & Orchestration Of Open-Sourced Foundation Models
These models are automatically exposed via an API, or can be incorporated and orchestrated in a RPA flow.
Apr 16
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No-Code Deployment & Orchestration Of Open-Sourced Foundation Models
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LlamaIndex Agent Step-Wise Execution Framework With Agent Runners & Agent Workers
The LlamaIndex lower-level agent API provides an array of functionalities extending beyond the mere execution of a user query from start to finish.
Apr 15
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LlamaIndex Agent Step-Wise Execution Framework With Agent Runners & Agent Workers
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The Case For An AI Productivity Suite
An AI productivity suite combines all the elements required to move from data discovery, data design, to model selection, fine-tuning, building…
Apr 12
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The Case For An AI Productivity Suite
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Putting AI To Work
The case for a no-code AI productivity suite.
Apr 11
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Putting AI To Work
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Step-Wise Controllable Agents From LlamaIndex
A few elements of Agents which has been lacking, are inspectability, observability and control.
Apr 10
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Step-Wise Controllable Agents From LlamaIndex
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