LLM fine tuning

A fine-tuned large language model offers niche expertise for your industry and use case.

Industry-specific expertise

Train a general-purpose LLM to be an expert in your industry. It will speak the jargon, understand the nuances, and be your superpower.

Company-specific expertise

Beyond training an LLM to be an industry expert, we can train it to the nuances of your company goals, policies, and offerings.

Combine with RAG

Pair fine-tuning with retrieval augmented generation for the ultimate expert: a specialist LLM that references your proprietary data.

Ready for some tuning?

Contact Talbot West to discuss fine-tuning options.

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Cutting-edge research and analysis on artificial intelligence and its applications.

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Sales enablement

Build an efficient sales engine with AI capabilities

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Cognitive Hive AI

An AI central nervous system for your organization

Advanced persistent threat cyberintrusions. A collage consisting of power plant, a virus, a laptop with a ton of code visible on the screen, a cell phone tower, a single smartphone with a social media scroll. Art deco aesthetic. Mostly grayscale with a small amount of blue and gold. No text. Data streams and circuitry connecting everything and making up the background.

AI security

How to fight advanced persistent threats (APTs) with AI

Cybersecurity using AI. A collage consisting of a hacker, a laptop with a ton of code visible on the screen, a single smartphone with a social media scroll, a computer screen that is blank. Art deco aesthetic. Mostly grayscale with a small amount of blue and gold. No text. Data streams and circuitry connecting everything and making up the background.

AI security

AI and cybersecurity: How AI can help us defend ourselves

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Cognitive Hive AI

Cognitive hive AI (CHAI) and agentic AI: a beautiful collaboration

A golden tree with branches extending into various symbols of healthcare and medicine, such as DNA strands, pills, leaves, and medical icons. The tree represents the interconnected nature of healthcare knowledge, while the symbols illustrate different areas of medical science and wellness. The glowing, circuit-like lines branching out from the tree suggest the flow of data and the integration of technology, symbolizing retrieval-augmented generation in healthcare. This visual emphasizes the synthesis of vast information networks to support advancements and personalized medical solutions.

Retrieval augmented generation

Retrieval-augmented generation in healthcare

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Change management for AI implementation

Why AI change management fails: The missing link between vision and execution

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Retrieval augmented generation

Retrieval-augmented generation in the pharmaceutical industry

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Retrieval augmented generation

RAG vs. LLM fine-tuning: Which is right for you?

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AI governance

What is explainability in AI?

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Retrieval augmented generation

How can RAG impact retail operations?

Minimalist, art deco image of a stylized library or data vault connected by glowing lines to an abstract technological shape, symbolizing data feeding into AI generation in IT. Clean, geometric forms representing structured retrieval with an art deco style--- RAG in IT by Talbot West

Retrieval augmented generation

How can RAG benefit IT ops?

A futuristic alchemist's lab blending raw data elements into refined features, represented by a stylized figure with flowing lines, surrounded by swirling data particles, geometric shapes, and digital streams converging into structured, glowing forms. Art deco aesthetic, minimalist design, futuristic, and technological themes.---What is feature engineering by Talbot West

Data preprocessing solutions

What is feature engineering in document prep?

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Data preprocessing solutions

What is data transformation in data preprocessing?

Art deco aesthetic, minimalist illustration of a central stylized sound wave with surrounding images showing different audio augmentation techniques---What is data augmentation by Talbot West

Data preprocessing solutions

What is data augmentation in data preprocessing?

A minimalist art deco funnel with streams of data represented by small geometric shapes entering the wide top and exiting the narrow bottom in a reduced, organized form, symbolizing data reduction---What is data reduction by Talbot West

Data preprocessing solutions

What is data reduction in data preprocessing?

A minimalist art deco image of a clean grid with a hand-drawn, sketchy style. Glowing squares gently slide into place with a softer, more organic appearance, resembling hand-drawn animation. The lines are slightly irregular to create a sketch-like feel, while maintaining clarity and simplicity. Art deco aesthetic with a focus on a hand-drawn, animated style--- what is data imputation by Talbot West

Data preprocessing solutions

What is data imputation in data preprocessing?

A stylized art deco image featuring a classic steam engine with interlocking gears and glowing lines of data. The steam engine, symbolizing the foundational power of industrial innovation, is integrated with modern, abstract elements like radiant light streams and data flows. This represents the evolution from traditional engines to advanced generative AI, highlighting the continuous thread of progress.

Generative engine optimization

What is generative engine optimization?

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Data preprocessing solutions

What is data standardization in data preprocessing?

A stylized human figure and an abstract AI form working together to adjust a series of intricate, geometric shapes. The scene symbolizes the process of fine-tuning, where human expertise and AI capabilities merge harmoniously.

LLM fine tuning

What is LLM fine-tuning?

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Retrieval augmented generation

What can RAG do for my business?

A stylized scene of a human figure and an abstract AI form engaged in a dance, surrounded by flowing ribbons of data streams and circuit patterns. The data ribbons glow and weave around them, symbolizing the dynamic and collaborative process of retrieval and generation. The background is minimalist with art deco elements, highlighting the fluidity and synergy of the interaction.

Retrieval augmented generation

What is retrieval augmented generation?

A minimalist art deco aesthetic image of a digital pipeline showing data preprocessing for AI implementation. Depicting data as glowing particles flowing through stages, transforming from a chaotic cloud to a structured grid. Use simple shapes and colors

Data preprocessing solutions

What is data preprocessing?

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Data preprocessing solutions

What is data normalization in data preprocessing?

An art deco aesthetic minimalist image of a large, fragmented puzzle with irregular pieces floating around. Each piece has intricate patterns representing different regions or regulations, symbolizing the disjointed nature of AI compliance—AI regulatory compliance is complex

AI compliance

AI regulatory compliance is complex

When we’re performing data preprocessing on your knowledge base, data cleaning (or data cleansing, or data scrubbing) is an important step. We don’t want to feed bad info into an artificial intelligence system. Data cleaning ensures that the AI is getting the best information so it can deliver the best outputs.

Data preprocessing solutions

What is data cleaning?

A large, stylized eye overseeing a cityscape filled with both natural and technological elements. The eye represents governance and oversight, ensuring AI operates within a structured and regulated environment.

AI governance

What is an AI governance framework?

Art Deco-style illustration depicting a human and a robot interacting. Both hold glowing holographic puzzle pieces that are nearly touching, symbolizing collaboration. Geometric patterns, bold lines, and vibrant colors typical of Art Deco, such as gold, teal, and deep blue.

AI governance

AI ethics: balancing progress and principles

View All

LLM fine tuning

Industry-specific expertise

Company-specific expertise

Combine with RAG

Ready for some tuning?

Stay informed

Build an efficient sales engine with AI capabilities

An AI central nervous system for your organization

How to fight advanced persistent threats (APTs) with AI

AI and cybersecurity: How AI can help us defend ourselves

Cognitive hive AI (CHAI) and agentic AI: a beautiful collaboration

Retrieval-augmented generation in healthcare

Why AI change management fails: The missing link between vision and execution

Retrieval-augmented generation in the pharmaceutical industry

RAG vs. LLM fine-tuning: Which is right for you?

What is explainability in AI?

How can RAG impact retail operations?

How can RAG benefit IT ops?

What is feature engineering in document prep?

What is data transformation in data preprocessing?

What is data augmentation in data preprocessing?

What is data reduction in data preprocessing?

What is data imputation in data preprocessing?

What is generative engine optimization?

What is data standardization in data preprocessing?

What is LLM fine-tuning?

What can RAG do for my business?

What is retrieval augmented generation?

What is data preprocessing?

What is data normalization in data preprocessing?

AI regulatory compliance is complex

What is data cleaning?

What is an AI governance framework?

AI ethics: balancing progress and principles

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