Overview:
Custom models in Collective are specialised AI language models tailored to meet the specific needs of an individual or organisation. These models can be fine-tuned with unique datasets and system prompts.
Use Cases for Custom Models:
- Industry-Specific Applications: Healthcare, banking, etc.
- Content Generation & Branding: Articles, social media posts, etc.
- Technical Writing & Knowledge Management: User manuals, technical documents, etc.
- Sales & Marketing: Email campaigns, sales scripts.
- Financial Analysis & Reporting: Financial reports, market trend analysis.
- HR & Recruitment: Job descriptions, resume screening.
- Legal Assistance: Legal document drafting, case summaries.
How to Create a Custom Model
- Navigate to the Workspace > Models tab.
- Click “Create a Model.”
- Upload an image/icon for your custom model.
- Choose a base model and define the system prompt.
- Add knowledge (e.g., documents) to your model.
Testing and Refining Your Custom Model
Test the model by refining its system prompt and base model to improve the responses.
